diff --git a/.dockerignore b/.dockerignore index 3ea08526..55811d9e 100644 --- a/.dockerignore +++ b/.dockerignore @@ -1,2 +1,4 @@ target/ .git/ +rqe-optimizer/results/ +rqe-optimizer/data/ diff --git a/.github/workflows/accuracy_performance.yml b/.github/workflows/accuracy_performance.yml index 9cd3b846..acda321f 100644 --- a/.github/workflows/accuracy_performance.yml +++ b/.github/workflows/accuracy_performance.yml @@ -12,6 +12,8 @@ on: paths: - 'asap-query-engine/**' - 'asap-planner-rs/**' + - 'rqe-optimizer/Cargo.toml' + - 'rqe-optimizer/src/**' - 'asap-quickstart/**' - '.github/workflows/accuracy_performance.yml' - 'benchmarks/**' diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index eb5a1cb6..8fad5b32 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -10,6 +10,8 @@ on: paths: - 'asap-common/installation/**' - 'asap-planner-rs/**' + - 'rqe-optimizer/Cargo.toml' + - 'rqe-optimizer/src/**' - 'asap-query-engine/**' - 'asap-tools/queriers/prometheus-client/**' - 'asap-tools/data-sources/prometheus-exporters/fake_exporter/fake_exporter_rust/**' diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml index 53daaf2d..1cc438a7 100644 --- a/.github/workflows/rust.yml +++ b/.github/workflows/rust.yml @@ -6,6 +6,7 @@ on: paths: - 'asap-query-engine/**' - 'asap-planner-rs/**' + - 'rqe-optimizer/**' - 'asap-common/dependencies/rs/**' - 'asap-common/tests/**' - 'asap-common/sketch-core/**' @@ -18,6 +19,7 @@ on: paths: - 'asap-query-engine/**' - 'asap-planner-rs/**' + - 'rqe-optimizer/**' - 'asap-common/dependencies/rs/**' - 'asap-common/tests/**' - 'asap-common/sketch-core/**' diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 869d836f..7efcb7af 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -7,6 +7,8 @@ repos: - id: end-of-file-fixer - id: check-yaml - id: check-added-large-files + # rqe-optimizer's committed eval results and inputs (JSON up to ~2 MB). + exclude: ^rqe-optimizer/(results|data)/ - id: check-case-conflict - id: check-merge-conflict - id: check-executables-have-shebangs diff --git a/Cargo.lock b/Cargo.lock index 44800d01..9cf269c6 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -106,7 +106,7 @@ checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470" [[package]] name = "aqpbm-core" version = "0.1.0" -source = "git+https://github.com/ProjectASAP/sketch-bench?branch=main#4b76c0fbdd47df9d080e8cf654d2fef57d0285b0" +source = "git+https://github.com/ProjectASAP/sketch-bench?rev=c750fa6ed6cf742810b2339c89057612dfa39c86#c750fa6ed6cf742810b2339c89057612dfa39c86" dependencies = [ "anyhow", "aqpbm-datagen", @@ -122,7 +122,7 @@ dependencies = [ [[package]] name = "aqpbm-datagen" version = "0.1.0" -source = "git+https://github.com/ProjectASAP/sketch-bench?branch=main#4b76c0fbdd47df9d080e8cf654d2fef57d0285b0" +source = "git+https://github.com/ProjectASAP/sketch-bench?rev=c750fa6ed6cf742810b2339c89057612dfa39c86#c750fa6ed6cf742810b2339c89057612dfa39c86" dependencies = [ "rand 0.9.5", "rand_distr", @@ -2459,8 +2459,7 @@ dependencies = [ [[package]] name = "rqe-optimizer" -version = "0.1.0" -source = "git+https://github.com/ProjectASAP/sketch-bench?branch=main#4b76c0fbdd47df9d080e8cf654d2fef57d0285b0" +version = "0.5.0" dependencies = [ "aqpbm-core", "csv", diff --git a/Cargo.toml b/Cargo.toml index 06e9fca7..bee951c7 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -9,6 +9,7 @@ members = [ "asap-common/tests/compare_patterns", "asap-query-engine", "asap-planner-rs", + "rqe-optimizer", ] [workspace.package] diff --git a/asap-planner-rs/Cargo.toml b/asap-planner-rs/Cargo.toml index 0c89320d..a025fd4f 100644 --- a/asap-planner-rs/Cargo.toml +++ b/asap-planner-rs/Cargo.toml @@ -38,7 +38,7 @@ chrono.workspace = true promql-parser = "0.5.0" reqwest = { version = "0.11", features = ["blocking", "json"] } flate2 = "1.1" -rqe-optimizer = { git = "https://github.com/ProjectASAP/sketch-bench", branch = "main" } +rqe-optimizer = { path = "../rqe-optimizer" } [dev-dependencies] tempfile = "3.20" diff --git a/asap-planner-rs/Dockerfile b/asap-planner-rs/Dockerfile index c6d68ee6..fc8341a5 100644 --- a/asap-planner-rs/Dockerfile +++ b/asap-planner-rs/Dockerfile @@ -17,6 +17,8 @@ COPY Cargo.toml ./ COPY Cargo.lock ./ COPY asap-query-engine/Cargo.toml ./asap-query-engine/ COPY asap-planner-rs/Cargo.toml ./asap-planner-rs/ +COPY rqe-optimizer/Cargo.toml ./rqe-optimizer/ +COPY rqe-optimizer/src ./rqe-optimizer/src # Create dummy source files so Cargo can resolve all workspace members RUN mkdir -p asap-query-engine/src && echo "fn main() {}" > asap-query-engine/src/main.rs && \ diff --git a/asap-planner-rs/src/main.rs b/asap-planner-rs/src/main.rs index ae063089..c3ed2b1d 100644 --- a/asap-planner-rs/src/main.rs +++ b/asap-planner-rs/src/main.rs @@ -57,14 +57,14 @@ struct Args { #[arg(long = "clickhouse-database", required = false)] clickhouse_database: Option, - /// `milp` plans with sketch-bench's rqe-optimizer: PromQL or SQL with + /// `milp` plans with rqe-optimizer's MILP: PromQL or SQL with /// --input_config only, labels from its `metrics:` hints or tables' - /// `metadata_columns`. `saved` writes a PromQL or SQL plan sketch-bench's + /// `metadata_columns`. `saved` writes a PromQL or SQL plan rqe-optimizer's /// `autosketch_vs_asap` already solved. #[arg(long, value_enum, default_value = "legacy")] planner: PlannerArg, - /// Saved only. sketch-bench `autosketch_vs_asap` plan file + /// Saved only. rqe-optimizer `autosketch_vs_asap` plan file /// (`.plans.json.gz`). #[arg(long, required_if_eq("planner", "saved"))] plan: Option, @@ -152,7 +152,7 @@ fn main() -> anyhow::Result<()> { if args.planner == PlannerArg::Milp { anyhow::bail!( - "--planner milp is temporarily disabled; use --planner saved for sketch-bench eval plans" + "--planner milp is temporarily disabled; use --planner saved for rqe-optimizer eval plans" ); } diff --git a/asap-planner-rs/src/optimizer/milp.rs b/asap-planner-rs/src/optimizer/milp.rs index 3fd99894..d69a4f74 100644 --- a/asap-planner-rs/src/optimizer/milp.rs +++ b/asap-planner-rs/src/optimizer/milp.rs @@ -1,4 +1,4 @@ -//! Plans a workload with sketch-bench's rqe-optimizer MILP: converts the +//! Plans a workload with rqe-optimizer's MILP: converts the //! workload config into `Raqe`s and solves for the cheapest deployments. use promql_utilities::query_logics::enums::Statistic; @@ -74,7 +74,7 @@ pub enum MilpError { Solver(String), } -/// The cheapest plan. Only families in sketch-bench's `DEPLOYABLE_FAMILIES` +/// The cheapest plan. Only families in rqe-optimizer's `DEPLOYABLE_FAMILIES` /// are candidates unless `allow_undeployable_families`, whose plan can be /// studied but not deployed. `accuracy` is what a deployment achieves for a /// Raqe: in production sketch-bench's saturation curves @@ -503,7 +503,7 @@ fn item_to_raqe(item: &OptimizerItem) -> Result { // the Raqe has no field for those labels, so it is priced from the // bucket grouping's shape. Key count is bounded by the series count, but // accuracy curves measured per series may not match summed values; needs - // key labels in sketch-bench's Raqe. + // key labels in rqe-optimizer's Raqe. let grouping_labels: LabelSet = match capability { Capability::TopKByValue | Capability::TopKByCount => req .topk_by_labels diff --git a/asap-planner-rs/src/optimizer/saved_plan.rs b/asap-planner-rs/src/optimizer/saved_plan.rs index c67f8fd9..3f9c6ac4 100644 --- a/asap-planner-rs/src/optimizer/saved_plan.rs +++ b/asap-planner-rs/src/optimizer/saved_plan.rs @@ -1,4 +1,4 @@ -//! Writes a plan solved elsewhere, sketch-bench `autosketch_vs_asap`'s plan +//! Writes a plan solved elsewhere, rqe-optimizer `autosketch_vs_asap`'s plan //! file, as the planner's streaming and inference YAML, without re-solving. //! The workload comes from the eval table's `e2e` block: its PromQL or SQL //! queries, the plan RQEs each reads, and the metrics' labels. A query's RQE @@ -690,7 +690,7 @@ fn whole_ms(secs: f64) -> anyhow::Result { Ok(ms.round() as u64) } -/// The rules of sketch-bench's `is_eligible` that need no workload facts or +/// The rules of rqe-optimizer's `is_eligible` that need no workload facts or /// accuracy: a pick that breaks them belongs to another workload table. /// Grouping is left to the converter's roll-up check. fn can_serve(r: &Raqe, d: &Deployment) -> bool { diff --git a/asap-planner-rs/tests/saved_plan_e2e_tables.rs b/asap-planner-rs/tests/saved_plan_e2e_tables.rs index d4abc599..5d0f8b67 100644 --- a/asap-planner-rs/tests/saved_plan_e2e_tables.rs +++ b/asap-planner-rs/tests/saved_plan_e2e_tables.rs @@ -1,5 +1,5 @@ //! `--planner saved` on real sketch-bench eval tables and their saved plans: -//! the `all` workload of sketch-bench's `rqe-optimizer/results/e2e-rate10`, +//! the `all` workload of `rqe-optimizer/results/e2e-rate10`, //! whose e2e queries carry RQE trees (all but its `rate` queries), and a //! pilot random workload, `seed-862/workload-01-pilot`, whose top-k queries //! are `topk by (region, service)`. diff --git a/asap-query-engine/Dockerfile b/asap-query-engine/Dockerfile index ae28cb37..c9c8ddc2 100644 --- a/asap-query-engine/Dockerfile +++ b/asap-query-engine/Dockerfile @@ -23,6 +23,8 @@ COPY Cargo.toml ./ COPY Cargo.lock ./ COPY asap-query-engine/Cargo.toml ./asap-query-engine/ COPY asap-planner-rs/Cargo.toml ./asap-planner-rs/ +COPY rqe-optimizer/Cargo.toml ./rqe-optimizer/ +COPY rqe-optimizer/src ./rqe-optimizer/src # Create dummy source files so Cargo can resolve all workspace members # All explicit [[bin]] targets in Cargo.toml must have stubs here for the dependency cache layer diff --git a/asap-tools/components.conf b/asap-tools/components.conf index 7e1c7b52..2fac83a9 100644 --- a/asap-tools/components.conf +++ b/asap-tools/components.conf @@ -7,6 +7,9 @@ asap-common #QueryEngine asap-query-engine asap-planner-rs +# No installation/ of its own; asap-planner-rs builds it, so a change here +# alone needs an asap-planner-rs reinstall. +rqe-optimizer asap-quickstart asap-tools/data-sources/prometheus-exporters asap-tools/data-sources/paced-feeder diff --git a/asap-tools/experiments/datasets/fake_metric/random_workloads/seed-862/workload-01-pilot/README.md b/asap-tools/experiments/datasets/fake_metric/random_workloads/seed-862/workload-01-pilot/README.md index 321063f2..c48d4ada 100644 --- a/asap-tools/experiments/datasets/fake_metric/random_workloads/seed-862/workload-01-pilot/README.md +++ b/asap-tools/experiments/datasets/fake_metric/random_workloads/seed-862/workload-01-pilot/README.md @@ -18,19 +18,19 @@ over 500 series read the curves at their first 1,000 keys (the table's (sketch-bench f885d7e: queries reading the same RQE share it). Regenerate, with `SB` a sketch-bench checkout at the table's -`sketch_bench_revision`, from this repository's root: +`sketch_bench_revision` (for the exporter), from this repository's root: ```bash DIR=asap-tools/experiments/datasets/fake_metric/random_workloads/seed-862 OUT=$DIR/workload-01-pilot; SAT=$(mktemp -d); TMP=$(mktemp -d) -cp -r $SB/rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ -cp -r $SB/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/* $SAT/ -(cd $SB && cargo build --release -p rqe-optimizer --examples) +cp -r rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ +cp -r rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/* $SAT/ +cargo build --release -p rqe-optimizer --examples python3 $SB/scripts/export_autosketch_eval_table.py \ --random-manifest $DIR/workload-01.json --out $OUT/eval_table.json -$SB/target/release/examples/autosketch_vs_asap synthetic --table $OUT/eval_table.json \ +target/release/examples/autosketch_vs_asap synthetic --table $OUT/eval_table.json \ --target p95 --runs 1 --saturation-dir $SAT --out $TMP/tp95.json -python3 $SB/scripts/extract_autosketch_plans.py $TMP/tp95.json $OUT/plans.json.gz +python3 rqe-optimizer/scripts/extract_autosketch_plans.py $TMP/tp95.json $OUT/plans.json.gz cargo run --release --manifest-path asap-planner-rs/Cargo.toml --bin asap-planner -- \ --planner saved --workload-table $OUT/eval_table.json --plan $OUT/plans.json.gz \ --method asap --weights cpu --output_dir $OUT \ diff --git a/rqe-optimizer/.rsyncignore b/rqe-optimizer/.rsyncignore new file mode 100644 index 00000000..cbc03125 --- /dev/null +++ b/rqe-optimizer/.rsyncignore @@ -0,0 +1,4 @@ +# Eval results and inputs; the build needs only Cargo.toml and src/. +# Patterns apply to the whole rsync, so they are anchored to this crate. +/rqe-optimizer/results/ +/rqe-optimizer/data/ diff --git a/rqe-optimizer/Cargo.toml b/rqe-optimizer/Cargo.toml new file mode 100644 index 00000000..a1c9053c --- /dev/null +++ b/rqe-optimizer/Cargo.toml @@ -0,0 +1,13 @@ +[package] +name = "rqe-optimizer" +version.workspace = true +edition.workspace = true +license = "MIT" +description = "v1 brute-force solver for the RQE -> sketch-deployment mapping problem (docs/rqe_sketch_deployment_v1.md). Consumes aqpbm-core's AtomicCostEntry directly so a real atomic-cost export can be dropped in later without a translation layer." + +[dependencies] +# The atomic-cost table's row types: sketch-bench measures and exports the table. +aqpbm-core = { git = "https://github.com/ProjectASAP/sketch-bench", rev = "c750fa6ed6cf742810b2339c89057612dfa39c86", default-features = false } +serde_json.workspace = true +good_lp = { version = "1.15", default-features = false, features = ["highs"] } +csv = "1" diff --git a/rqe-optimizer/README.md b/rqe-optimizer/README.md new file mode 100644 index 00000000..7673e299 --- /dev/null +++ b/rqe-optimizer/README.md @@ -0,0 +1,226 @@ +# rqe-optimizer: data, results, and how to use them + +`rqe-optimizer` plans sketch deployments for a workload of RQEs (repeating +query expressions): it generates candidate deployments, prices them, and +solves a MILP for the cheapest plan that meets every RQE's accuracy target. +This page covers the data it reads and the results committed here: what each +file is, how to read it, and how to rerun or reuse it. The models themselves +are in `docs/rqe_optimizer_cost_model.md`, `docs/rqe_optimizer_candidates.md` +and `docs/rqe_optimizer_hydra.md`. The evaluation plan is +ProjectASAP/ASAPQuery#777 (closed; `docs/evaluation/autosketch-vs-planner.md` +on its branch, `docs/autosketch-vs-planner-eval`). + +The crate moved here from ProjectASAP/sketch-bench, which still measures the +sketches and exports the tables the runner reads: the saturation study +(`sketch-bench/scripts/study_saturation.py`), the cost table, and the +eval-table exporters (`sketch-bench/scripts/export_autosketch_eval_table.py`, +`sketch-bench/scripts/case_study_tables.py`, +`sketch-bench/scripts/export_case_studies.py`). Paths written +`sketch-bench/...` are in that repo, and commands using `$SKETCH_BENCH` run +from a checkout of it. +`sketch-bench#N` is an issue or PR there. + +The CloudLab rsync skips `results/` and `data/` (`.rsyncignore`), so to run the +eval on a node, copy the inputs it reads there yourself, e.g. +`rsync -a rqe-optimizer/results/autosketch-vs-asap-inputs NODE:/scratch/sketch_db_for_prometheus/code/rqe-optimizer/results/`. + +## Layout + +| Path | What it is | Status | +|---|---|---| +| `src/` | the optimizer: `candidates.rs` (candidates, roll-ups, Hydra), `usage.rs` (cost by use, batch latency), `milp.rs` (`minimize_usage_cost`), `autosketch.rs` (the AutoSketch baseline), `saturation.rs` (accuracy lookup) | | +| `examples/autosketch_vs_asap.rs` | the §6.3 runner: one workload in, one result JSON out | | +| `examples/workload_scenarios.rs` | how the optimal plan moves as one knob of a workload changes (types, groupings, windows, SLAs) | | +| `examples/small_problem.rs` | a toy instance solved end to end (brute force or MILP) | | +| `scripts/` | run the synthetic grid, extract plans, summarize the case studies, and plot (§6.3 paper figures in `plot_sec63_paper.py`) | | +| `docs/` | the problem statement, candidate and cost-model design, Hydra, and the end-to-end planning flow | | +| `results/autosketch-vs-asap-hydra/` | **the current §6.3 results** (2026-10-11; classic and all rerun 2026-10-13 without templates 7 and 9; all rerun 2026-10-14 on the denser grid, sketch-bench#213): roll-ups, the roll-up ablation, Hydra candidates, the classic, multi-grouping and mixed + multi-grouping workloads, and each plan | current | +| `results/e2e-rate10/` | the classic, multi-grouping and all workloads (r = m = 1) re-planned at 10 samples/s per series, for the end-to-end run (on the grid before sketch-bench#213's denser one) | current (e2e input) | +| `results/case-studies-6.3.1/` | the paper's §6.3.1 case studies (performance monitoring, anomaly detection): tables, every method's plan, and what each deploys | current | +| `results/autosketch-vs-asap-inputs/` | the accuracy curves every run reads (sketch-bench#138's study), and sketch-bench#138's tables and raw records | current (shared input) | +| `results/autosketch-vs-asap-synthetic/`, `results/autosketch-vs-asap-synthetic-sla/` | the 2026-10-08 results (sketch-bench#138): before roll-ups and the KLL footprint fix | superseded by `-hydra` | +| `data/autosketch-eval/table.json` | the trace workloads (Alibaba 2022, Google 2011, BOOM) | not yet rerun on cost by use | + +Use `results/autosketch-vs-asap-hydra/` for anything new. Its `README.md` has +the full analysis; this page explains the files. + +## Reading the results + +Each workload is one file, `synthetic-templates-shared[-metrics]-tp95.json`: + +| Name part | Meaning | +|---|---| +| `templatesclassic` | the mixed set: 8 PromQL templates on one metric (42 RQEs); templates 7 and 9 (`sum by (job) (rate(...))`, `topk(32, sum by (label_0) (rate(...)))`) are dropped, as ASAPQuery would need per-series counter deltas to serve them | +| `templatesmultigroup` | the multi-grouping templates alone: distinct counts and p99s over several groupings of `http` and `flows`, including p99 `GROUP BY CUBE(region, service, endpoint)` (62 RQEs, exported with `--keep-duplicate-queries`; 52 without) | +| `templatesall` | classic + multi-grouping (104 RQEs, exported with `--keep-duplicate-queries`; 94 without) | +| `shared8` | 8 users query the same streams with their own windows, quantiles and repeat intervals | +| `metrics8`, `metrics16` | 8 or 16 independent copies of the workload, each on its own metric | +| `tp95` | every RQE must meet 95% accuracy in its sketch's own metric | + +Start with the summaries and figures: + +- `summary_synthetic.md`: every method's cheapest plan and every frontier + point, per workload and weight setting. +- `summary_sla.md`: each method's cost at each batch-latency SLA. +- `fig_frontier.png`, `fig_cost_vs_sla.png`, `fig_planning_time.png`, + `fig_rollup_ablation.png` (the README describes each). + +### A result file + +| Key | Meaning | +|---|---| +| `workload`, `rqes`, `streams` | the workload, its RQE count and its streams | +| `weights` | the weight settings: `cpu` (`w_cpu = 1`, cost in vCPU) and `fargate` ($/vCPU-hour and $/GB-hour, cost in $/hour) | +| `results` | version 1, no SLA: each method's cheapest plan (`bound_ms: null`) and its frontier points (`bound_ms`: the latency bound it was solved under) | +| `sla_results` | version 2: each method's cheapest plan at each SLA (`sla_ms`); `infeasible` when no plan meets it; AutoSketch's has `meets_sla` | +| `frontier` | each method's tightest feasible bound and AutoSketch's latency | +| `autosketch` | AutoSketch's search: probes, `search_secs`, `benchmark_secs_measured` (its benchmark runs, timed) | +| `dropped_unservable`, `sanity_violations` | RQEs no method could serve, and failed checks (ASAP ≤ no roll-ups ≤ PerQuery, ASAP ≤ AutoSketch); both are empty in every committed run except one solver-tolerance frontier check in `autosketch-vs-asap-targets` (see its README) | +| `notes` | what the runner assumed | + +Every entry of `results` and `sla_results` is one plan: + +| Field | Meaning | +|---|---| +| `method` | `asap`, `asap-norollup` (the roll-up ablation), `perquery` (no sharing), `autosketch` | +| `weights` | `cpu` or `fargate` | +| `objective` | the plan's cost by use, in the weights' unit | +| `cpu`, `cpu_parts` | mean vCPUs, split into ingest, compaction, query | +| `gib`, `gib_parts` | mean GiB, split into ingest, storage, compaction, query | +| `latency_ms`, `median_latency_ms` | batch latency (the longest compaction + query chain) and the median over RQEs | +| `active_deployments` | deployments the plan runs | +| `rolled_up_rqes`, `hydra_rqes` | RQEs served by merging a finer deployment's groups, and by a Hydra grid | +| `planning_secs`, `milp_solve_secs` | planning time | + +The cheapest plan of each method: + +```python +import json +d = json.load(open("synthetic-templatesmultigroup-shared1-tp95.json")) +for r in d["results"]: + if r["weights"] == "cpu" and r.get("bound_ms") is None: + print(r["method"], r["objective"], r["latency_ms"], r["active_deployments"]) +``` + +Every method at the same latency (the paper table's comparison): take each +method's cheapest plan with `latency_ms <= d["frontier"]["autosketch_latency_ms"]`. + +### Plans + +The result files leave out which deployment serves each RQE (the runner's +`--no-chosen`). The plans are in `plans/
.plans.json.gz`. Each file +lists, for every method and weight setting, the cheapest plan +(`kind: "cheapest"`) and the plan at each feasible SLA (`kind: "sla"`); each +plan's `chosen` has one entry per RQE: + +| Field | Meaning | +|---|---| +| `rqe` | the RQE's id: `///` | +| `sketch`, `params` | the sketch and its config | +| `window_secs`, `slide_secs` | the deployment's window and slide | +| `merged_shards` | the windows a query merges (lookback / window) | +| `deployment` | the deployment's index: RQEs with one index share one deployment | +| `deployment_grouping` | only when it differs from the RQE's: the finer grouping it rolls up from, or a Hydra grid's schema | +| `ingest_workers`, `latency_ms` | ingest workers, and the RQE's compaction + query chain | +| `asap_accuracy`, `accuracy_source` | estimated error, and whether it was measured or from theory | +| `covers_share` | the RQE's coverage rule, if any | + +```sh +zcat plans/synthetic-templatesmultigroup-shared1.plans.json.gz | jq '.plans[] + | select(.kind == "cheapest" and .method == "asap" and .weights == "cpu") | .chosen' +``` + +To turn a plan into deployments, group `chosen` by `deployment`: each group is +one sketch (`sketch`, `params`) over the stream, kept per group of its +grouping, in windows of `window_secs` that start every `slide_secs`, serving +the listed RQEs. A deployment is tumbling when the two are equal and sliding +otherwise (the classic set's cheapest ASAP plan at CPU weights has a 300 s +window with a 60 s slide). + +## The inputs + +### Workload tables + +`results/autosketch-vs-asap-hydra/inputs/tables/*.json`, from +`sketch-bench/scripts/export_autosketch_eval_table.py --synthetic`. They are built as RQEs +directly; no PromQL is parsed. `plan.tsv` lists one run per table. A table +has `workloads[0].rqes` (one entry per RQE) and `workloads[0].schemas` (each +multi-grouping metric's labels, cardinalities and skew). An RQE: + +| Field | Meaning | +|---|---| +| `id`, `query_id`, `range` | its name, and its lookback as written (`5m`) | +| `capability` | `quantile`, `cardinality`, `topk`, `sum`, `rate` | +| `stream`, `metric` | the data it reads (`http/latency`); RQEs on one stream can share deployments | +| `grouping` | its group-by labels (multi-grouping RQEs; others group per series or by job) | +| `lookback_secs`, `interval_secs` | lookback `S` and repeat interval `T` | +| `families` | the sketches that may serve it, each with its accuracy `target` and the data shape it is read at (`grid_param`: Zipf θ or Pareto a; `grid_K`: distinct keys) | +| `label_set` | groups, samples/s of the stream, keys per window | +| `min_N`, `max_N` | items per group per window (mean group) | +| `covers_share`, `covered_min_N`, `covered_max_N` | the coverage rule (only groups holding at least this share of records, plus the largest; `null`: every group) and the items of its smallest and largest covered group, where accuracy is read | + +Every table also has `workloads[0].e2e`, for running a plan end to end +(sketch-bench#204). The runner does not read it, so the plans are unchanged. + +| Field | Meaning | +|---|---| +| `e2e.queries` | classic: one entry per PromQL query and repeat interval: `promql`, `interval_secs`, and the `rqes` it reads (template 10's ratio reads two). Multi-grouping (no PromQL): one entry per distinct query and interval: canonical ASAPQuery `sql` over `NOW()` (the planner floors and replaces it), plus `table`, `value`, `capability`, `grouping`, `quantile` (p99: 0.99), `window_secs`, `interval_secs`, and the `rqes` it reads: only the strictest of templates 14, 15 and 17 where they share a grouping, or every one, sorted, with `--keep-duplicate-queries` | +| `e2e.metrics` | the metrics to generate. Classic: gauge `data` (sums, quantiles, top-k by sum) and counter `data_total` (rates), with `labels` in the `schemas` format (`label_0` is `child_of: job`, 1,000 per job, so 1e4 series), samples/s per series, and each stream's value shape. Multi-grouping: `type: "records"` tables `http` and `flows` (`data_1_http` for metric `data_1/http` in `metrics=m` tables) with the schema's `labels`, `records_per_sec` and `values` (shape, `scaled_by`, `anomaly`, `burst`) | + +### Accuracy and cost + +| File | Rows | Used for | +|---|---|---| +| `autosketch-vs-asap-inputs/saturation/out_grid_1e7_cost/saturation_curve.csv` | error vs. items `n`, per sketch config and data shape (`dist`, `param`, `cardinality`), seed mean | a deployment's accuracy at its items per instance | +| `.../out_grid_1e7_cost/saturation_merge_curve.csv` | the same after merging `m` shards | KLL and top-k when a query merges windows | +| `.../out_1e9/` | points past 1e7 items | large windows | +| `autosketch-vs-asap-hydra/inputs/saturation/optimizer_cost/rqe_atomic_costs.json` | one row per config: `insert_cpu_secs`, `merge_cpu_secs`, `query_cpu_secs` (per operation), `mem_bytes_per_instance`, and `measured_at` (items, data shape; for Hydra, its `dataset` and `schema_width`) | every plan's cost | +| `autosketch-vs-asap-hydra/inputs/saturation/hydra_saturation.csv` | Hydra error per (variant, config `R`×`W`, dataset, grouping, records, seed): mean, p50, p90, max, and max over groups holding ≥ 1% / 5% (`err_max_cov_*`) | Hydra grids' accuracy | + +The raw study records are in `autosketch-vs-asap-inputs/raw/`. + +## How to use them + +**Reproduce the committed results.** Build, assemble one saturation directory +(the curves plus this run's cost table and Hydra study), and run every row of +`plan.tsv`; the exact commands are in +`results/autosketch-vs-asap-hydra/README.md`, "Reproduce". Costs are +deterministic; planning times depend on the machine. + +**Run a new workload.** Write a table in the format above (add templates to +`SCHEMA_TEMPLATES` in `sketch-bench/scripts/export_autosketch_eval_table.py`, or write the +JSON yourself) and run: + +```sh +target/release/examples/autosketch_vs_asap synthetic --table MY_TABLE.json \ + --target p95 --runs 1 --saturation-dir SAT --out MY_RESULT.json +``` + +Leave out `--no-chosen` to keep each plan's `chosen`; add `--weights cpu` or +`--slas-ms 1000` to run less. A new data shape (θ, K, a) or sketch config not +on the measured grid needs a new saturation study +(`sketch-bench/scripts/study_saturation.py`); new windows, intervals, groupings or +queries on the same shapes do not. + +**See how the plan reacts to one change.** `examples/workload_scenarios.rs` +steps one knob of a base workload and prints the deployments chosen: + +```sh +cargo run --release -p rqe-optimizer --example workload_scenarios -- \ + --saturation-dir SAT [--sweep NAME] +``` + +**Run plans end to end.** The plans give each deployment's sketch, config, +grouping and window; ASAPQuery's planner (`asap-planner-rs`, the MILP port) +produces the same kind of plan from PromQL or SQL. Hydra grids are not in +ASAPQuery's deployable families, and no committed plan uses one. + +## Caveats + +- Costs and latencies are estimates from per-operation measurements, not + measured end-to-end runs. +- CPU is elastic and billed by use (an idealized autoscaler), so cost is a + lower bound for provisioned machines. +- A merged top-k heap of `m · k` is assumed to keep the true top `k`. +- The trace workloads (`data/autosketch-eval/`) have not been rerun on cost + by use. diff --git a/rqe-optimizer/data/autosketch-eval/README.md b/rqe-optimizer/data/autosketch-eval/README.md new file mode 100644 index 00000000..ec9e228c --- /dev/null +++ b/rqe-optimizer/data/autosketch-eval/README.md @@ -0,0 +1,103 @@ +# AutoSketch vs ASAPQuery evaluation table + +`table.json` holds the accuracy and cost evidence for the AutoSketch vs +ASAPQuery planner evaluation (plan: ProjectASAP/ASAPQuery#777, section 6). It +is generated by `sketch-bench/scripts/export_autosketch_eval_table.py`. + +## Contents + +Workloads (W2): one per dataset in ASAPQuery's +`asap-tools/dataset-analysis/results/skew_summary.csv`. + +| Dataset | RQEs | Config rows | Saturated rows | +|---|---|---|---| +| alibaba_v2022 | 51 | 1020 | 867 | +| boom | 20 | 140 | 47 | +| google_2011 | 27 | 546 | 403 | + +Each RQE is one (dataset, query_id, kind, range). Its data parameters are the +worst case over the **whole dataset** (`worst_theta_cms`, `worst_K`, `max_N`, +`worst_alpha_rank`/`worst_alpha_memory`), rounded to the measured grid toward +the harder side by `recommend_config.grid_point`. There is no burst variant: +these whole-dataset worst cases replace AutoSketch's synthetic burst injection. + +Each RQE lists every measured config of every candidate family (keys: CMS, +CountSketch, CMS-heap top-k; values: KLL, DDSketch), with: + +| Field | Meaning | +|---|---| +| `autosketch_error` | Single-sketch curve at `N = max_N`. AutoSketch keeps one sketch per query window and never merges, so it has no saturation requirement. | +| `asap_error_by_m` | Error after merging `m ∈ {1, 4, 16, 64}` shards, at `N = max_N`. CMS, CountSketch, HLL and DDSketch merge exactly: every `m` reads the single-sketch curve. KLL and top-k read the merged curve at `m` (sketch-bench#131); a missing one falls back to the single-sketch curve, flagged "single-sketch curve optimistic". | +| `saturated` | `max_N ≥ n_sat`. ASAP merges smaller-window sketches, so it may only use a config's value when this is true. | +| `n_sat`, `not_saturated_in_grid` | From `saturation.csv`; the 1e9 subset wins when it has the point. | +| `memory_bytes`, `insert_ns_per_item`, `merge_us_per_fold`, `query_phase_us` | `recommend_config.cost_of`. `query_phase_us` is the benchmark's whole query phase, not one query. | +| `*_flag*` | Grid and interpolation flags: "N below grid", "extrapolated beyond N=…", "cost scaled from rows=3". | + +Per family: `error_metric`, `higher_is_better`, `target` (from +skew_summary), and the grid point used. + +## Label sets and windows (assumptions) + +`rqe-optimizer` needs `card(ℓ)` (sketch instances) and `λ(ℓ)` (items/s). +skew_summary.csv describes one population per query, so: + +- **`groups = 1`.** A key query (`sum by (k)`) is one sketch whose keys are + the group-by values (`keys_per_window = worst_K`). It is not one sketch per + group. Value queries have no `by`. +- **`arrival_rate_per_sec = max_N / lookback_secs`**: the rate in the worst + window. +- **Instant queries:** `lookback_secs = step_s`, because `max_N` counts one + step's samples. +- **BOOM** has no timestamps, window or N in skew_summary, so + `boom_query()` derives them from its 20 equal chunks per series: + - `N = rows_total / 20`; + - `lookback = interval` = one chunk's duration, from the sampling step in + the series name (`ds-2187-H` is hourly); + - a series without an alpha fit uses the hardest grid alpha for error and + the easiest for memory. + + Each RQE's `assumptions` field lists what was assumed. + +## Regenerate + +The raw curves (2.8 MB) are not committed. Produce them with +`sketch-bench/scripts/study_saturation.py`: the grid from sketch-bench#130 (`--phase all`), the 1e9 +subset, and `--merge-shards-list 1,4,16,64` from sketch-bench#131 for top-k and KLL/DDSketch. +Then run: + +```sh +python3 $SKETCH_BENCH/scripts/export_autosketch_eval_table.py \ + --summary /asap-tools/dataset-analysis/results/skew_summary.csv \ + --curves out_grid_1e7_cost/saturation_curve.csv \ + --curves-big out_1e9/saturation_curve.csv \ + --saturation out_grid_1e7_cost/saturation.csv \ + --saturation-big out_1e9/saturation.csv \ + --merge-curves out_merge_topk/saturation_merge_curve.csv \ + out_merge_quantile/saturation_merge_curve.csv \ + --revision "curves: sketch-bench#130 study_saturation.py; merge curves: sketch-bench#131 (branch merged-accuracy)" \ + --out rqe-optimizer/data/autosketch-eval/table.json +``` + +The merge curves were produced on sketch-bench#131's branch at a0b8b42. sketch-bench#131 has since +merged into main as bd644fe with identical content, so the recorded revision +string above still describes the inputs. + +`table.json` records the SHA-256 of every input under `inputs`: + +| Input | SHA-256 | +|---|---| +| skew_summary.csv (ASAPQuery 46f3942) | `f5984b655e7720449fdf081dd4c0a8d883b5bf2a9fd968f379fa8d44df364382` | +| out_grid_1e7_cost/saturation_curve.csv | `2d34a925c5bf8e4e72cab5932f63f8ec6e9cdf3e57b07f21aae2e5192144ca1a` | +| out_grid_1e7_cost/saturation.csv | `569941ea162698963671d2a0ad40faeff53614d3cdb374de2a3b8aa3917ae674` | +| out_1e9/saturation_curve.csv | `fb8fc62a16e137b831c20c16fe8d9b846e3fe80eb468451f08a727514d1e2bfd` | +| out_1e9/saturation.csv | `0dd8448349f63317d7f4d385ce3063ab78d8daf3504015f580b7147cd22a3f22` | +| out_merge_topk/saturation_merge_curve.csv | `ec43995c8b9ac0862fe5c19f038693fbce6e73cf48ebf46fb3bacbfb474d4ef6` | +| out_merge_quantile/saturation_merge_curve.csv | `d4fb544bf14b06274f2558632faa766b5601ba4f942b48119f45c04aa39898f8` | + +## Limits + +- Merged curves cover `N ≤ 1e7` and `m ≤ 64`. A deployment with `m > 64` + has no measured KLL/top-k value. +- 530 config rows extrapolate beyond the largest measured N, and 56 rows + sit below the grid's smallest N; both are flagged. +- 720 rows=5 configs take 5/3 of the rows=3 cost (flagged). diff --git a/rqe-optimizer/data/autosketch-eval/table.json b/rqe-optimizer/data/autosketch-eval/table.json new file mode 100644 index 00000000..98f852bf --- /dev/null +++ b/rqe-optimizer/data/autosketch-eval/table.json @@ -0,0 +1,54796 @@ +{ + "inputs": { + "out_1e9/saturation.csv": "0dd8448349f63317d7f4d385ce3063ab78d8daf3504015f580b7147cd22a3f22", + "out_1e9/saturation_curve.csv": "fb8fc62a16e137b831c20c16fe8d9b846e3fe80eb468451f08a727514d1e2bfd", + "out_grid_1e7_cost/saturation.csv": "569941ea162698963671d2a0ad40faeff53614d3cdb374de2a3b8aa3917ae674", + "out_grid_1e7_cost/saturation_curve.csv": "2d34a925c5bf8e4e72cab5932f63f8ec6e9cdf3e57b07f21aae2e5192144ca1a", + "out_merge_quantile/saturation_merge_curve.csv": 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a/rqe-optimizer/docs/e2e_planning_flow.md b/rqe-optimizer/docs/e2e_planning_flow.md new file mode 100644 index 00000000..c894c153 --- /dev/null +++ b/rqe-optimizer/docs/e2e_planning_flow.md @@ -0,0 +1,307 @@ +# End-to-end planning flow: from traces to an rqe-optimizer plan + +How to plan sketch deployments for a query workload over a real trace: + +1. describe the workload as RAQEs; +2. fit the trace's parameters; +3. measure the sketches; +4. run the optimizer; +5. read the plan. + +This page follows what exists on `main` (through sketch-bench#183). It names the +steps that are still manual. The model itself (candidates, cost model, +eligibility) is in [`rqe_sketch_deployment_v1.md`](rqe_sketch_deployment_v1.md), +and the saturation study is in [`saturation_study.md`](https://github.com/ProjectASAP/sketch-bench/blob/main/docs/saturation_study.md). + +```text +query workload ──► RAQEs (capability, S, T, G, accuracy SLA, latency SLA) + │ +trace ── fit_skew.py ─► skew_summary.csv ── (by hand) ─► WorkloadFacts + (ASAPQuery) θ, K, N, a per query per metric: labels, scrape, + card(X), value range, + data_shape per grouping + │ +study_saturation.py ─► SATURATION_DIR/ │ + accuracy grid (+ merge curves) out_grid_1e7_cost/ │ + 1e9 subset out_1e9/ │ + --phase optimizer-cost optimizer_cost/rqe_atomic_costs.json + │ │ + ▼ ▼ + rqe-optimizer: SaturationCurves::load + cost table + candidates ─► eligibility (accuracy, latency) ─► MILP ─► plan +``` + +## 1. The workload as RAQEs + +The optimizer plans repeating atomic query expressions (`rqe_optimizer::Raqe`). +Each one is a single statistic that is evaluated every `T` over the last `S`: + +| Field | Meaning | +|---|---| +| `id` | Name used in the plan output | +| `capability` | `Sum`, `Count`, `Min`, `Max`, `RateOrIncrease`, `Quantile`, `Cardinality`, `TopKByValue`, `TopKByCount` | +| `lookback_ms` | `S`, the range of the query (`[5m]` is 300,000) | +| `interval_ms` | `T`, how often it is evaluated | +| `metric` | The metric it reads; must have an entry in `WorkloadFacts` | +| `spatial_filter` | Must be empty for now. `validate_facts` rejects filters until facts carry per-filter cardinality | +| `grouping_labels` | `G`, the `by (...)` labels; empty for a whole-metric aggregate | +| `accuracy_sla` | Bound on the family's own accuracy metric. It is a ceiling for errors and a floor for top-k precision (sketch-bench#172) | +| `latency_sla_ms` | Optional ceiling on the modeled query latency. Only the MILP enforces it | + +A PromQL query expands into one RAQE per statistic. For example, a query +asking for 3 quantiles is 3 RAQEs, and `a / b` is the RAQEs of `a` plus those of `b`. +This expansion is done by hand today. + +Where workloads are written down: + +- **rqe-optimizer:** `raqes()` in + [`rqe-optimizer/examples/small_problem.rs`](../examples/small_problem.rs) + is Rust code; edit it and rebuild. +- **ASAPQuery:** `asap-optimizer-cli --milp` reads the planner's workload YAML + (`--input_config`, the same format as `asap-planner --input_config`). Its + `metrics:` hints supply each metric's labels. ASAPQuery#804 (open) adapts + this path to the curve-based accuracy below. + +## 2. Parameters from the trace + +The optimizer needs, per metric, a `rqe_optimizer::MetricFacts`: + +| Field | What it is | Where it comes from | +|---|---|---| +| `labels` | Every label the metric's series carry | The trace's schema | +| `scrape_interval_ms` | One sample per series per scrape | The trace's sampling period (`step_s` in `skew_summary.csv`) | +| `cardinality` | `card(X)` for each label set `X` in use, including all labels (the series count) | Counted on the trace | +| `value_range` | `(lo, hi)` of positive values; sizes DDSketch | The trace's value column | +| `data_shape[G]` | Per grouping `G`: Zipf skew `zipf_s`, distinct keys per group per window `distinct_keys`, Pareto tail index `tail_index` | `skew_summary.csv` (below) | + +`data_shape` is what keys the saturation curves. A grouping without one gets +no sketch accuracy, so only exact accumulators can serve it. + +### Fitting the shape: ASAPQuery `asap-tools/dataset-analysis` + +`fit_skew.py` evaluates each query of `queries/.yaml` at every step +over the whole trace, as Prometheus would. It fits the key skew θ and the value +tail α per evaluation (see that directory's README): + +```bash +cd ASAPQuery/asap-tools/dataset-analysis +pip install -r requirements.txt +./fetch_data.sh /path/to/trace-data +python fit_skew.py --data-root /path/to/trace-data # writes results/skew_summary.csv +``` + +`results/skew_summary.csv` has one row per (dataset, query_id, kind, weight, +range). Those three key columns are: +- **kind**: `keys` or `values`. A key query (group-by keys: sums, top-k, + distinct counts) gets the Zipf fit, which gives `zipf_s` (θ) and + `distinct_keys` (K). A value query (quantiles) gets the power-law tail fit, + which gives `tail_index` (a). +- **weight** (key queries only): what each key's rank-frequency counts. With + `count` it is the row count per key; with `value`, the value sum per key, + negatives clipped. Use the one that matches how the sketch is fed: once per + sample (`count`, e.g. `topk` over `count_over_time`) or weighted by the + sample value (`value`, e.g. `topk` over `sum` or `rate`). +- **range**: the query's lookback (`instant`, `5m`, `1h`, ...), i.e. the + RAQE's `S`. Each row is that query evaluated at every step with that window. + +`data_shape` is keyed by (metric, grouping), not by range. When RAQEs on one +grouping have different ranges, take the worst case over them: the smallest θ, +the largest K and the smallest a. Use the worst case over the whole trace too, +not an average, since longer samples expose worse cases +(`saturation_conclusions.md`). The columns map onto `data_shape` as follows: + +| `skew_summary.csv` | `DataShape` / facts | Note | +|---|---|---| +| `worst_theta_cms` | `zipf_s` | Key queries. Flatter (smaller) is harder | +| `worst_K` | `distinct_keys` | Distinct keys per evaluation window | +| `worst_alpha_rank` | `tail_index` | Value queries. Steepest tail, hardest for rank error | +| `worst_alpha_memory` | — | Heaviest tail; used for DDSketch cost by `recommend_config.py`, not by the optimizer | +| `min_N`, `max_N` | — | Items per evaluation; the optimizer computes its own from `cardinality`, `scrape_interval_ms` and `S` | +| `range_s`, `step_s` | `lookback_ms`, `interval_ms` | `range_s` is empty for instant queries | +| `target_*` | `accuracy_sla` | Per-family targets from the analysis | + +Copying these numbers into `MetricFacts` is **manual**. sketch-bench's +[`sketch-bench/scripts/recommend_config.py`](https://github.com/ProjectASAP/sketch-bench/blob/main/scripts/recommend_config.py) reads the same +file, but it recommends one config per query from the curves; it doesn't write +facts for the optimizer. + +## 3. Measuring the sketches: `sketch-bench/scripts/study_saturation.py` + +The optimizer reads two things from one directory, `SATURATION_DIR`: the +saturation curves, for accuracy, and the cost table, for CPU and memory. Both +come from `sketch-bench/scripts/study_saturation.py`, and its configs are one grid (sketch-bench#174). +Run it on a quiet machine. We use CloudLab `clnode109`. Cost and timing runs +must be the only job on the machine. + +```bash +(cd $SKETCH_BENCH && cargo build -p aqpbm-cli --release) +D=SATURATION_DIR + +# Accuracy grid to N = 1e7, with merge curves (KLL needs them, sketch-bench#158; top-k +# merges with a heap of m·k and reads its plain curve, sketch-bench#182). +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase accuracy --n-max 1e7 --seeds 3 --jobs 48 \ + --merge-shards-list 1,4,16,64 --out $D/out_grid_1e7_cost + +# Larger N for the points that need it: list them in a CSV with +# sketch,config,dist,param,cardinality columns. +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase accuracy --n-max 1e9 --seeds 3 --jobs 16 \ + --points-from points.csv --out $D/out_1e9 + +# The cost table (serial). +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase optimizer-cost --out $D/optimizer_cost +``` + +- **Grid:** `--thetas`, `--cardinalities` and `--alphas` set the data shapes, + and `SKETCHES` sets the configs. `--cost-shape` (on by default) adds the cost + table's shape (`COST_THETA` = 1.1, `COST_KEYS` = 1e4, `COST_PARETO_ALPHA` = 2) + to every config, so each cost-table row is a point on a curve. +- **Merge curves:** `--merge-shards-list` also scores the sketch merged from + `m` shards, into `saturation_merge_curve.csv`. List every `m` the workload's + merges need (`m = S / x` for the windows `x` the optimizer may pick). + Past the largest measured `m`, a merged KLL answer falls back to its + guarantee (sketch-bench#180). Restrict `--merge-shards-list` to the quantile family with + `--families quantile` and `--resume`. +- **Cost table:** `--phase optimizer-cost` measures each config of the families + the optimizer plans (`OPTIMIZER_FAMILIES`: top-k, cardinality, quantile) and + the exact accumulators, once each at the `COST_*` shape with `COST_N` = 1e6 + items, 5 runs after 3 warm-ups. `atomic-costs` reduces them to + `rqe_atomic_costs.json`, and every row names its `accuracy_metric`. The + phase fails if any row is skipped. +- **Resuming:** `--resume` keeps complete curves after an interruption, and + with a narrower grid it keeps the other points' rows (sketch-bench#182). + +### Fanning out over machines + +Accuracy runs split cleanly across machines; only the cost table needs a +machine to itself. +1. Build sketch-bench's `approxbench` once and copy it, with sketch-bench's + `scripts/` and `configs/`, to + each machine. The machines must share the OS and libc. +2. Give each machine a disjoint set of points: whole families with + `--families`, or a CSV of points with `--points-from`. Each machine writes + its own run directory. +3. Concatenate the parts into one run directory: + + ```bash + python3 $SKETCH_BENCH/scripts/merge_study_parts.py $D/out_grid_1e7_cost part_a/grid part_b/grid + ``` + + It refuses a point that appears in two parts and mismatched headers. +4. Run `--phase optimizer-cost` alone on one machine. + +On asap_sketchlib 0.3.0, five 56-core nodes run the default grid and the +targeted 1e9 points in about 10 minutes. + +`SaturationCurves::load` expects exactly this layout: + +```text +SATURATION_DIR/ + out_grid_1e7_cost/ saturation.csv saturation_curve.csv saturation_merge_curve.csv + out_1e9/ saturation.csv saturation_curve.csv + optimizer_cost/ rqe_atomic_costs.json +``` + +A point present in both runs is taken from `out_1e9` and keeps the merge +curves of `out_grid_1e7_cost`. + +## 4. Running the optimizer + +### rqe-optimizer: `small_problem` + +```bash +cargo run --release -p rqe-optimizer --example small_problem -- \ + --saturation-dir $D --milp [--w-cpu 1 --w-mem 0] [--latency-sla RAQE_ID=MS ...] +``` + +Other modes: +- `--candidates-only` prints candidate counts before and after pruning; +- `--sample-mappings N` prints N feasible mappings; +- `--streaming` and `--progress-every`/`--print-first` enumerate mappings; +- `--allow-undeployable-families` also plans with families ASAPQuery can't + deploy. + +Do not run it with no mode flag on a large workload: eager enumeration keeps +every mapping in memory. + +What is checked before planning: +- `SaturationCurves::load` refuses a candidate family's curve whose + `error_metric` isn't the family's accuracy metric. That is a stale study, so + rerun it. +- It also refuses a study with no merge curves for a candidate KLL sketch. +- `check_cost_table` refuses to plan when a cost row's `accuracy_metric` isn't + its family's or its curve's, or when the row disagrees with the curve at its + `measured_at`. Rows with no grid point at their shape are printed as + unchecked. + +### ASAPQuery: `asap-optimizer-cli --milp` + +With ASAPQuery#804 (open, pinned to sketch-bench main once it merges): + +```bash +asap-optimizer-cli --milp --input_config workload.yaml \ + --data-ingestion-interval-ms 15000 \ + --workload-facts facts.yaml \ + --atomic-costs $D/optimizer_cost/rqe_atomic_costs.json \ + --saturation-dir $D --output-dir out/ +``` + +`facts.yaml` gives, per metric, the cardinality of each label set and the +`shape` of each grouping sketches may serve: + +```yaml +metrics: + - metric: http_request_duration_seconds + groups: + - labels: [service, endpoint, pod] # all labels: the series count + cardinality: 30000 + - labels: [service] + cardinality: 5 + shape: {zipf_s: 1.1, distinct_keys: 10000, tail_index: 1.5} +``` + +This path doesn't run `check_cost_table`. + +### How accuracy is read + +For each candidate deployment, at `n` = items one group receives over the +lookback (series per group × scrapes per lookback): + +- **Exact accumulators:** the cost table's value (`relative_error` 0). +- **Sketches:** the curve of the config at the grouping's `data_shape`, the + worse of the bracketing grid points. Between checkpoints it takes the worse + neighbour. Below the first checkpoint there is no accuracy. Past the last, + it uses the plateau if the point saturated by then, else there is no accuracy. +- **Merging `m = S / x` windows:** CMS, CountSketch, HLL and DDSketch merge + exactly, so they read the plain curve. KLL reads the merge curve at `m`, + taking the worse of the measured counts either side. Top-k deployments keep + a heap of `m·k` (sketch-bench#182), so a merged top-k answer reads the plain curve. +- **Unmeasured:** past an unsaturated curve, past the measured `m` or N, or + with no merge curve, the accuracy falls back to the sketch's published + guarantee at 95% (sketch-bench#180), never better than the last measurement it extends. +- **No accuracy** (below the first checkpoint, or a shape outside the grid) + means the candidate is not eligible. + +## 5. Reading the plan + +`small_problem --milp` prints: +- the objective and its totals: CPU in CPU-seconds per second, memory in MB; +- CPU and memory per phase (ingest, merge, query, storage); +- each active deployment: family, config, metric, grouping, window `x` and + slide `y`, and retained instances; +- each RAQE's deployment, merged instances and modeled query latency. + +`asap-optimizer-cli --milp --output-dir` also writes `streaming_config.yaml` +and `inference_config.yaml` for the engine (ASAPQuery#803). + +## What isn't automated yet + +- **PromQL → RAQEs:** expanding queries into RAQEs is manual (Rust in + `small_problem`, YAML in ASAPQuery). +- **`skew_summary.csv` → `WorkloadFacts`/`facts.yaml`:** copying θ, K and α into + `data_shape`, and counting `cardinality` and `value_range`, is manual. No + script reads `skew_summary.csv` into facts. +- **Choosing the study's points:** the 1e9 subset's `points.csv` and the + `--merge-shards-list` values are picked by hand from the workload's N and + `m = S / x`. +- **Spatial filters:** rejected until facts carry per-filter cardinality. +- **The ASAPQuery path:** depends on ASAPQuery#804, which is not merged yet. diff --git a/rqe-optimizer/docs/rqe_optimizer_TODO.md b/rqe-optimizer/docs/rqe_optimizer_TODO.md new file mode 100644 index 00000000..1716f91f --- /dev/null +++ b/rqe-optimizer/docs/rqe_optimizer_TODO.md @@ -0,0 +1,66 @@ +# RQE optimizer status + +The v1 design is in `rqe_sketch_deployment_v1.md`. This file tracks what is +implemented, what is next, and what is intentionally deferred. + +## Done in v1 + +- Sliding deployments use `(capability, configuration, metric, spatial_filter, G, x, y)`, + where `x` is window size and `y` is slide. +- Workload facts are per metric: full label set, scrape interval, and + cardinality per label set. The arrival rate is derived from them, and + `validate_facts` reports bad facts up front. +- Eligibility enforces capability, metric, spatial filter, grouping (equal, + or a subset for a family that merges across groups: a roll-up), alignment, and the RQE's + measured accuracy, by each family's own metric, against the RAQE's SLA. +- Candidate generation uses legal windows and subset gcds of query intervals, + keeping only multiples of the scrape interval. A deployment may serve + multiple compatible RQEs. +- Candidate dominance safely removes a deployment only when another at the + same grouping covers all of its RQEs with no worse ingest CPU and memory, + compaction (per window and per slide), per-RQE query-job CPU, query memory + (merge and output), or stored memory. +- The analytical model scores four phases, each with CPU and memory: ingest + (open windows), merge, query, and storage (closed windows, `(S − x)/y + 1` + for the longest lookback), plus per-RQE latency. +- The Pareto vector is `(CPU, memory, {latency_i})`. +- Eager enumeration remains available for small inputs. Streaming enumeration + retains only the incremental Pareto frontier. +- `small_problem --candidates-only` reports generated and retained candidate + counts, per-RQE eligibility, and the Cartesian mapping-space size. +- Streaming mode reports periodic throughput and frontier-size progress, and + can print initial example mappings. +- `sketch-bench/scripts/study_saturation.py --phase optimizer-cost` measures the cost + table used by `small_problem` (sketch-bench#174), without changing ASAPQuery's + exporter. +- The MILP uses HiGHS to minimize `Objective::AUCCost { w_cpu, w_mem }`, + `w_cpu × CPU + w_mem × memory GiB` (default `(1, 0)`), without enumerating + mappings. It accepts optional per-RQE latency bounds and returns a normal + mapping. +- `small_problem --milp` takes `--w-cpu`/`--w-mem` and repeatable per-RQE + latency limits, and includes 1-hour, 6-hour, and 1-day quantile RQEs to + exercise those constraints. +- Regression tests confirm the MILP matches exhaustive search on tiny + workloads with shared deployments, at several weightings. + +## Next + +- Add a hard `--max-mappings` limit to streaming experiments. +- Validate accuracy after merging `S / x` sketch instances. V1 currently uses + single-instance measurements, which do not establish final query accuracy. +- Add repeated MILP solves for Pareto exploration across latency budgets or + weights. +- Set `w_cpu`/`w_mem` from real prices. + +## Explicitly deferred + +- Query-result sharing across RQEs. +- Real query concurrency in the snapshot objective, whose memory assumes every + query runs at once (cost by use holds query memory only while it runs). +- Bursty load; CPU is a mean over time. +- Admitting Hydra ([rqe_optimizer_hydra.md](rqe_optimizer_hydra.md)). +- Key labels `K` (PerGroup + PerKey sizes). +- RQE churn, replanning, and migration cost. +- Temporal pre-merging; v1 merges selected base instances at query time. +- A policy for choosing one mapping from the reported Pareto frontier. +- Additional capabilities beyond frequency, quantile, cardinality, and top-k. diff --git a/rqe-optimizer/docs/rqe_optimizer_candidates.md b/rqe-optimizer/docs/rqe_optimizer_candidates.md new file mode 100644 index 00000000..f6bd7b50 --- /dev/null +++ b/rqe-optimizer/docs/rqe_optimizer_candidates.md @@ -0,0 +1,251 @@ +# RQE optimizer: candidate generation and mapping + +This document is the canonical design for candidate construction, eligibility +(accuracy included), finer-to-coarser roll-ups and dominance pruning. What a +candidate costs, and the MILP that maps RAQEs to candidates, are in +[Cost models](rqe_optimizer_cost_model.md); Hydra is in +[Hydra](rqe_optimizer_hydra.md). + +## Candidate deployments + +A candidate deployment is: + +```text +D = (capability, configuration, metric, G, x, y) +``` + +Candidates may be generated from individual RAQEs, then deduplicated. This is +only a way to construct the candidate set: when solving a workload, one +selected deployment may serve multiple compatible RAQEs. + +Intuition: candidates are built in two steps, and each drops only candidates +that another candidate beats, so the best plan is never lost. Generation uses +no measurements. It keeps every legal window and configuration, and drops only +slides that a coarser slide beats for the same RAQEs. Pruning then attaches the +measured costs and drops a candidate when another serves all of its RAQEs and +is no worse on every cost. + +Deployments exist only at groupings some RAQE asks for. For each (capability, +metric, spatial filter, grouping `G`), let `R(G)` be the RAQEs a deployment at +`G` may serve: those grouped exactly by `G` for a family that does not merge +across groups, and those grouped by any subset of `G` (roll-ups included) for +a family that does (`mergeable_across_groups`). A coarse RAQE so contributes +its lookback and interval to the fine deployment's windows and slides. Top-k +doesn't roll up, so its heaps come from exact-grouping RAQEs only. Then: + +```text +for each RAQE set R(G), and each window x that divides some S_i in it and is a multiple of the scrape interval: + g = { g_i = gcd(x, T_i) : RAQE i with S_i divisible by x } + slides = { gcd(A) : A is a non-empty subset of g } + for each y in slides that is a multiple of the scrape interval: + for each configuration that serves the capability: + add (capability, configuration, metric, G, x, y) +``` + +`g_i = gcd(x, T_i)` is the largest slide that serves RAQE `i`. + +**Windows.** An RAQE merges `S_i / x` whole windows, so `x` must divide `S_i`. +Windows and slides finer than the scrape interval would only split one +scrape's samples. + +**Slides.** A slide `y` serves RAQE `i` when it divides both `x` and `T_i`, +that is, when it divides `g_i`. A finer slide serves no more RAQEs but holds +more open windows (`x / y`) and more closed ones, so it costs more ingest and +storage at the same latency. Hence: + +- for one RAQE, `y = g_i` is strictly better than every finer slide that serves + it; +- for a set `A` of RAQEs sharing a deployment, `y = gcd(A)`, the largest slide + dividing every `g_i` in `A`, is strictly better than every finer slide that + serves them all. + +Which RAQEs share is the solver's choice, so every subset's gcd is a candidate. +Every other divisor of `x` is strictly worse than one of these. + +Example: `x = 60`, RAQE `a` every 20 s, RAQE `b` every 30 s. + +| Served RAQEs | `y` | Open windows `x / y` | +|---|---|---| +| `a` | gcd(60, 20) = 20 | 3 | +| `b` | gcd(60, 30) = 30 | 2 | +| `a` and `b` | gcd(20, 30) = 10 | 6 | + +The slides are `{10, 20, 30}`. `y = 5` would also serve both, but holds 12 open +windows instead of 6. With a 15 s scrape interval only `y = 30` remains: no +multiple of 15 divides both 20 and 30, so `a` and `b` cannot share at +`x = 60`. + +The subset gcds take one pass, without listing subsets: keep the gcds found so +far, and for each new `g` add `g` and `gcd(found, g)` for every `found`. For +`{20, 30}`: `{20}`, then `{20, 30, 10}`. One pass suffices because +`gcd(A ∪ {g}) = gcd(gcd(A), g)`. + +An RAQE `r_i` is eligible for a candidate `D` when: + +1. `cap_i = D.capability`, `metric_i = D.metric`, the same spatial filter, + and `G_i = D.G`, or `G_i ⊂ D.G` when `D`'s family has + `mergeable_across_groups` (a roll-up; see below). A coarse deployment never + serves a finer RAQE. +2. `D.x % D.y = 0`, `S_i % D.x = 0`, and `T_i % D.y = 0`. +3. The accuracy of `D` for `r_i`, in the accuracy metric of `D`'s family + (`family_properties`, which also gives the direction), clears `tol_i`. + +Exact accumulators take that accuracy from the cost table; they merge without +loss, so the window size doesn't matter. Sketches take it +from the saturation study's error-vs-N curves (`SaturationCurves`, sketch-bench#156), +read at the number of items one answered group receives over the RAQE's +whole lookback: series per `G_i` group times scrapes per lookback. On a +roll-up the answered group is the RAQE's coarse one. + +- The curve is the configuration's at the metric's fitted `data_shape` for + the RAQE's grouping `G_i` (zipf θ and keys `K`, or tail index `a` for + quantiles). Between grid + points, the worst bracketing point; outside the grid, or with no fit, no + accuracy. +- Between checkpoints, the worse neighbour. Below the first checkpoint, no + accuracy. Past the last, the plateau if the point saturated, else none. +- The curve's `error_metric` must be the family's metric; `SaturationCurves::load` + refuses a curve for another metric as a stale study. +- For sketches that merge exactly, the window size doesn't matter: a merged + answer reads the curve at the lookback's item count, like a single sketch. + KLL and univmon-cardinality merge lossily (sketch-bench#131; UnivMon rebuilds its + heavy-hitter heaps from the union of the merged heaps): an answer merged from `n = S_i / D.x` windows, + times the average fan-out `⌈card(D.G) / card(G_i)⌉` on a roll-up, reads + the study's merge curve (`saturation_merge_curve.csv`, the sketch merged + from `n` shards of the same items) at the lookback's item count. Between + measured shard counts, the worse. Past the largest measured count, or past + a merge curve's last N, the curves say nothing, so the answer takes the + guarantee below, no better than the largest count's last measurement; the + study should measure the merge counts a workload needs + (`--merge-shards-list`) so the guarantee isn't what decides (sketch-bench#158); + univmon-cardinality has no guarantee, so past its curves it has no + accuracy. `SaturationCurves::load` refuses a study with no merge curves + for a lossy non-heap candidate sketch (KLL, univmon-cardinality, + univmon-topk). The fan-out is the average; the largest group's is + sketch-bench#189. +- A top-k RAQE asks for its own `k` (`Raqe::topk_k`, default 32). Heap + top-k (CMS-heap, CountSketch-heap) keeps a heap of `n · k` in a deployment + answering from `n = S_i / D.x` merged windows (`n = 1` gives `k`). + Candidates carry one heap per distinct `n · k` among the RAQEs on a window, + and a RAQE is eligible only where the heap holds its `n · k`. Such a merged answer reads as one sketch: the + plain curve, then the guarantee fallback. It assumes the merged heaps still + hold the true top `k`; it is not a guarantee. So heap top-k needs no merge + curves. Costs come from the cost table's rows at heaps 32, 128, 512 and + 2048 (`heap=`), linear in the heap between them and past them. Curves are + measured per `k` (`topk_k=` in the config; 10, 32 and 100 by default) at a + heap of `k`, and larger heaps read the same curve. A RAQE reads the curve + at its `k`, else at the next larger measured `k` (harder); past every + measured `k`, only the guarantee at its `k`. Its query outputs `k` + entries per group. +- Where the study measured nothing for a bracketing point at or above its + first N (past an unsaturated curve, past the measured merge counts or N, + or with no merge curve), the accuracy falls back to the algorithm's + guarantee at 95% confidence (`rqe_optimizer::theory`; two-sided for + rank and relative errors, one-sided for CMS overestimates). It is never + better than the worst last measurement of the curves it extends. The fallbacks are: + - KLL: rank error `2.296 / k^0.9723` (DataSketches' 99% value), scaled + to 95% two-sided; + - DDSketch: relative value error `α` (unbounded store); + - HLL: `1.96 · 1.04 / sqrt(2^lg_k)`; + - CMS-heap top-k, unmerged: the share of the top `k` Zipf(θ, K) keys kept + ranked for every key at once. With Markov per row, independent rows, + and a union bound over the `K − k` other keys, key `i` fails with + probability at most `(cols · (p_i − p_{k+1}))^−rows`. Keys are counted + from the most frequent while the summed failure stays within 5%. It + assumes the heap ranks keys by their final CMS estimates. + + A sketch with no published bound, a merged top-k answer, a point below + the first N, or a shape outside the grid stays unknown. + `accuracy_with_source` reports which points used a bound. + +The cost table's sketch accuracies are not read, but they are one point on +each curve: a row's `measured_at` (items, Zipf θ and population, or Pareto +`a`) is a grid point's key. `SaturationCurves::check_cost_table` reports every +row whose `accuracy_metric` is not its family's or not its curve's +`error_metric`, whose configuration is not in the grid, or whose accuracy +disagrees with the curve at `measured_at` (beyond 3 seed standard errors plus +5%). The study adds the cost table's shape to the grid as a full row and +column (θ = 1.1 at every K, K = 1e4 at every θ), so every sketch row has a +grid point and the grid stays a full cross. `SaturationCurves::load` +refuses curves whose Zipf grid isn't a full cross of its θ and K values and +names the missing points: a hole would leave every shape around it without +accuracy (for example, curves from `--points-from` or a narrowed `--resume`). A row without a grid point (a study run +with `--no-cost-shape`) is reported as unchecked. `small_problem` refuses to plan +when any row disagrees. + +For lower-is-better metrics, passing means `measured <= tol_i`. For +higher-is-better metrics, passing means `measured >= tol_i`. Direction is +explicit on the RAQE; it is never inferred from a metric name. A missing metric +does not pass. + +Before mapping, prune a candidate only if another candidate with the same +capability, metric, spatial filter and grouping can serve every RAQE it can, +and is no worse in ingest CPU and memory, in compaction (CPU-seconds per +window, and CPU and byte-seconds per second), and, for each RAQE it serves, +in query-job CPU (`ℓ`), query memory (merge accumulators and output) and +stored memory. Every cost in both objectives, and every chain (compaction, then +query), is monotone in these, so any mapping using the removed candidate can +substitute the remaining one without raising cost or latency. + +Closed instances must be stored long enough to answer the RAQEs assigned to a +deployment. Retention is not a candidate parameter: a deployment stores the +history needed by the largest assigned query window, costed as the storage +phase ([Cost models](rqe_optimizer_cost_model.md), §3). + +## Workload mapping + +Every RAQE selects exactly one eligible candidate; several RAQEs may select +the same one and so share its ingest. A query may merge several instances +of its candidate, but v1 never combines results from several deployments to +answer one RAQE. The MILP over the eligible pairs, its objective and its +latency bound are in [Cost models](rqe_optimizer_cost_model.md) (§7 for cost +by use; the snapshot objective changes only its coefficients). The solver +never enumerates full mappings. + +## Fine-to-coarse group roll-ups + +A deployment grouped by `G_d` can answer a RAQE grouped by `G_r ⊂ G_d` when +its family merges across groups (`mergeable_across_groups`): at query time, +the fine instances of each coarse group are merged into one, then answered. +This is a **roll-up**. Families that do: exact sum/min/max, HLL, +univmon-cardinality, KLL and DDSketch. These don't, and serve only +`G_r = G_d`: + +- **Rate/increase** (`exact-increase`). A coarse increase is the sum of its + series' increases, `Σ_s increase_s`, so it is not the increase of the + summed counter: a reset in one series is hidden by the others' growth. + The accumulator tracks one counter, and its merge joins two pieces of it + in time (a drop at the seam is a reset), so merging two groups' counters + is wrong: A going 100 → 110 and B going 5 → 8 over the same minute merge + to 10, not 13. A roll-up would need per-series state and a sum of values, + not this merge. (ASAPQuery keys `MultipleIncrease` per series: it plans + only bare `rate`/`increase`, which keep every label.) +- **Top-k** (CMS-heap, CountSketch-heap, univmon-topk). A coarse group's top + `k` can hold keys that are in none of its fine groups' heaps. +- **Hydra** (hydra-hll, hydra-univmon-cardinality, hydra-kll; planned only + with undeployable families allowed). It inserts every label subset of its + schema `Λ`, so any non-empty `G_r ⊆ Λ` is answered directly from the grid, + never by merging fine groups. A metric with a Hydra dataset + (`MetricFacts::hydra_dataset`) gets one grid per (capability, filter, + window, slide, config), over its full schema only (every schema label, + not the per-series ones), because that is the width the study measures + cost and accuracy at; its cost rows must name that dataset + (`measured_at.dataset`). Its accuracy is held to the worst case: the max + error over the covered groups, worst over the measured N and seeds + (`hydra_saturation.csv`), while per-group sketches read seed-mean curves. + The design is in [Hydra](rqe_optimizer_hydra.md). + +- **Cost**: ingest, compaction and storage stay at `G_d`; the query job merges + `I_d · n − I_r` times and answers `card(G_r)` groups + ([Cost models](rqe_optimizer_cost_model.md), §3). A direct roll-up + (`n = 1`) still merges `card(G_d) − card(G_r)` instances. +- **Accuracy**: read at `G_r`: its `data_shape`, and its items per group over + the lookback. KLL's and univmon-cardinality's merge curves are read at + `⌈card(G_d)/card(G_r)⌉ · n` merged instances, the average fan-out, an estimate rather than a + worst-group bound (uneven fan-out is sketch-bench#189). +- **Facts**: `validate_facts` requires `card(X) ≤ card(Y)` for every pair + `X ⊂ Y` among the label sets a plan can use (every RAQE grouping on the + metric, and its full label set), so a merge count is never negative. + Label sets no RAQE groups by are not checked. +- **Plan output**: a RAQE rolls up exactly when its grouping differs from its + deployment's. diff --git a/rqe-optimizer/docs/rqe_optimizer_cost_model.md b/rqe-optimizer/docs/rqe_optimizer_cost_model.md new file mode 100644 index 00000000..71e5286a --- /dev/null +++ b/rqe-optimizer/docs/rqe_optimizer_cost_model.md @@ -0,0 +1,439 @@ +# RQE optimizer: cost models + +This document is the one home for what a candidate costs (§3's table), the +canonical cost-by-use model with its MILP, and the still-supported +snapshot-AUC objective. Candidates and eligibility are in +[Candidate generation and eligibility](rqe_optimizer_candidates.md); Hydra +is in [Hydra](rqe_optimizer_hydra.md). + +## Model status and relationship + +- **Cost by use and batch latency** is the canonical model for the current + ASAP-versus-AutoSketch evaluation. It accounts for ingest workers, + window-close compaction, transient memory over its holding time, elastic CPU, + and a batch-latency bound. +- **Resource primitives and the snapshot-AUC objective** remain supported for + the original generic optimizer. They define the measured per-operation and + per-instance inputs used everywhere, then use the older snapshot accounting: + query memory is summed as if concurrent, there is no worker fan-out or + compaction, and latency is serial query work. It is not the evaluation's + billing model. +- **Hydra** is a Shared + Fixed sketch (below), a candidate only with + undeployable families allowed, built over a metric's full schema + ([Candidates](rqe_optimizer_candidates.md), roll-ups section). + +The two implemented objectives share the same resource primitives and §3's +table; they differ in how they account for them over time, and in latency +(a batch's longest chain vs. each RAQE's serial query time). + +## Cost by use and batch latency + +Status: agreed design (ProjectASAP/ASAPQuery#777), implemented in +`rqe-optimizer/src/usage.rs` (resource use, cost, latency) and +`milp::minimize_usage_cost`. The MILP minimizes the cost of a plan billed by +use, in two versions: + +- **Version 1, no latency constraint:** the cheapest plan; its latency is + reported. Sweeping an optional latency bound traces each method's + cost–latency Pareto frontier. +- **Version 2, a batch latency SLA:** the cheapest plan whose batch latency, + from the job placement (§6), is at most the SLA `L`, for a grid of SLAs. +Evaluated first on the synthetic mixed template set; methods: ASAP (this +MILP, with sharing), PerQuery (the same MILP without sharing) and +AutoSketch-Adapted (fixed configs chosen by memory). + +#### 1. Definitions + +| Symbol | Meaning | +|---|---| +| `D`, `i` | a candidate deployment; a RAQE | +| `x_D`, `y_D` | `D`'s window and slide; a window closes every `y_D` | +| `a_D = x_D / y_D` | open windows; each sample is inserted into `a_D` instances | +| `S_i`, `T_i` | RAQE `i`'s lookback and interval; it fires at `t = k · T_i` | +| `G_d`, `G_r` | `D`'s grouping; RAQE `i`'s grouping, equal to `G_d` or, for a family that merges across groups, a subset of it (a **roll-up**) | +| `card(G)` | groups of grouping `G` | +| part | the sketch, plus a key tracker if the family needs one; every cost below is summed over parts | +| `I_d` | a part's instances per window: `card(G_d)`, or 1 for a sketch shared by all groups | +| `I_r` | the states a query of `i` ends with: `card(G_r)`, or 1 for a sketch shared by all groups | +| `λ_D` | samples/s arriving for `D`'s metric: `card(series) / scrape interval`, already a rate | +| `c_ins`, `c_mrg`, `c_qry` | measured CPU-seconds per insert, per pairwise merge, per query of one instance | +| `m` | measured bytes per instance; `w_D = Σ_parts I_d · m`, one window of all instances | +| `n_{i,D} = S_i / x_D` | windows a query merges | +| `k_D = ⌈ρ_D⌉` | ingest workers (at least one), from ingest CPU `ρ_D` (§3) | +| batch | all query jobs issued at one instant | + +**Measurement assumption (sketch-bench as is).** Every sketch operation is +single-threaded and compute-bound: sketch-bench's CPU time equals its wall +time (e.g. an insert phase of 62.65 ms CPU and 62.65 ms wall). So a job uses +at most one core and, on a full core, takes its CPU time. The cost table's +`*_cpu_secs` are all the model needs. + +#### 2. Cost model + +`cost = w1 · AUC(CPU) + w2 · AUC(memory)`: the mean vCPUs and GiB over time, +priced per vCPU and per GiB (CPU only: `(1, 0)`; Fargate's prices). CPU is +elastic: a job gets a core whenever it is ready. + +This is billing by use, as on fine-grained autoscaling platforms (Cloud Run +with request-based billing, Dataflow streaming, Flink on Kubernetes with an +autoscaler), idealized: capacity follows the load at once. Billing for +provisioned capacity (VMs, or containers billed by allocation such as +Fargate) is not modeled. Since a job holds its memory only while it runs, its +memory × time is the same whenever it runs, and queueing a job would save +nothing. + +#### 3. Cost of each phase: CPU and memory + +This is the one cost table: every phase, with its CPU and its memory. Each +cell is per part; a phase's cost is the sum over parts. + +| Phase | When | CPU-seconds per event | Mean vCPUs | Memory (bytes) | Held | +|---|---|---|---|---|---| +| Ingest (the precompute) | continuously, as samples arrive | — | `ρ_D = λ_D · a_D · c_ins` | `ingest_D = I_d · m · a_D · k_D` (open windows, one copy per worker) | always | +| Compaction | at each window close | `c_D = (k_D − 1) · I_d · c_mrg` | `c_D / y_D` | `k_D · I_d · m` (the closed window's partial copies; 0 when `k_D = 1`) | while it runs: `c_D` | +| Query job of RAQE `i` (merge, then estimate) | at each firing | `ℓ_{i,D} = card(G_r) · c_qry + (I_d · n_{i,D} − I_r) · c_mrg` | `ℓ_{i,D} / T_i` | `q_{i,D} = I_r · m(S_i) · [merges > 0] + card(G_r) · output bytes` | while it runs: `ℓ_{i,D}` | +| Storage | always | — | 0 | `stored_D = max_i I_d · m · ((S_i − x_D) / y_D + 1)` (closed windows, one compacted copy) | always | + +- **No roll-up** (`G_r = G_d`, so `I_r = I_d`): the query merges + `I_d · (n − 1)` times, and a direct query (`n = 1`) merges nothing and + holds no accumulator. +- **Roll-up** (`G_r ⊂ G_d`): a query reads `I_d · n` states and ends with + `I_r`, and each merge folds two into one, so it merges `I_d · n − I_r` + times, even when direct. Ingest, compaction and storage stay at `G_d`; + the query's accumulators, answers and output are at `G_r`. +- `m(S_i)` is an accumulator holding the lookback of one `G_r` group (it + differs from `m` only for DDSketch on a metric with a value range, which is + sized from the values it holds). +- Ingest runs on `k_D` parallel workers (each uses at most one core), + **split by sample**: each worker reads a share of the input (e.g. some + Kafka partitions or scrape targets) with no shuffle by group, so it keeps + its own open window instance of every group it sees. +- When a window closes (the watermark passes its end), a **compaction** job + merges the `k_D` partial instances of each group into one stored instance. + With `k_D = 1` there is none. The merged copy takes the storage slot that + the oldest window frees at the same moment, so it is not counted twice. +- Each firing of RAQE `i` issues one **query job**: merge the `n_{i,D}` + stored instances of each group for the query window, then estimate. + Merging is part of the query. It reads the newest window, which closes at + the firing time, so it starts after that window's compaction. It reads + stored instances in place. +- Closed windows wholly inside a lookback start in `[t − S, t − x]`, hence + `(S − x) / y + 1` of them; storage takes the longest lookback `D` serves. +- Query output is estimated at 8 bytes per group, or `k` × 16 bytes per group + for top-k (`k` the deployment's answered top-k, 32 by default, with 64-bit + key hashes); it is not measured. A top-k sketch's `c_qry` is measured at + `k = 32` and scaled by `k / 32`. +- `k_D = ⌈ρ_D⌉` takes the deployment's whole ingest CPU, summed over its + parts (sketch and key tracker). + +In words: + +- `ρ_D`: every second, `λ_D` samples arrive (the scrape interval is already + inside `λ_D`), and each is inserted into the `a_D` windows still open, at + `c_ins` CPU-seconds each: CPU-seconds per second. +- `c_D`: closing a window merges, for every instance, the `k_D` workers' + partial copies into one, which takes `k_D − 1` merges. This happens once + per slide. +- `ℓ_{i,D}`: a query merges the stored windows it reads down to one state per + answered group, then answers once per `G_r` group. This happens once per + interval. (A sketch shared by all groups merges one instance but still + answers every group.) +- `ingest_D`: every worker keeps one instance per group for each of the `a_D` + windows still open, and there are `k_D` workers. +- `stored_D`: closed windows are kept until the longest lookback that `D` + serves no longer needs them. +- `q_{i,D}`: a merge builds one accumulator per answered group, plus the + answer for every group. + +#### 4. AUC(CPU) and AUC(memory) + +Every "mean vCPUs" is a long-run average rate, CPU-seconds per second, over +the same period: a whole number of hyperperiods `H = lcm(T_i, y_D)`, over +which every job pattern repeats exactly. A part with `w` CPU-seconds per +event every `P` seconds runs `H / P` times per hyperperiod, so its mean is +`(H / P) · w / H = w / P`; ingest is already a rate. So the columns add. + +```text +AUC(CPU) = Σ_D ρ_D + Σ_D c_D / y_D + Σ_i ℓ_{i,D} / T_i +AUC(memory) = Σ_D (ingest_D + stored_D + k_D · w_D · c_D / y_D) + + Σ_i q_{i,D} · ℓ_{i,D} / T_i +``` + +CPU is elastic, so every job runs on its own core: a compaction runs for +`c_D` and a query for `ℓ_{i,D}`. Both AUCs are fixed by the plan, whatever +the schedule. + +In words: `AUC(CPU)` adds the three rates, work per second in vCPUs; ingest +is already a rate, and only compaction (per window close, every `y_D`) and +queries (per firing, every `T_i`) are divided by their period. +`AUC(memory)` holds ingest and storage all the time, and a compaction's and +a query's memory only while they run, a fraction `run time / y_D` or +`run time / T_i` of the time. + +#### 5. Batch latency and the SLA + +A batch's **latency** is the time from its issue until its last query job +finishes, compaction included. A plan's **query latency** is its worst batch +latency, given by the job placement (§6). Version 1 reports it; version 2 +requires it to be at most the SLA `L`. Per-RAQE latency bounds +(`Raqe::latency_sla_ms`) are not used. + +CPU is elastic, so no job waits for a core, and a batch's latency is its +longest **chain**: the newest window's compaction, then the query, each on a +full core, `c_D + ℓ_{i,D}` (`analytical_cost_model::chain_ms`). A plan's query +latency is the longest chain over its RAQEs. + +In words: the trade-off between cost and latency comes from the plan. A cheap +plan keeps short windows and merges many of them at query time (long +chains); a faster one precomputes more at ingest (more open windows, more CPU +and memory). With no bound the MILP picks the cheapest plan, whatever its +latency; a bound `L` asks for the cheapest plan at least that fast. + +#### 6. Job placement algorithm + +The job placement decides when each job runs on the available CPU, and so +gives every batch's latency. It is defined for any CPU capacity; billing by +use makes CPU elastic, so it runs with unlimited capacity. + +```text +capacity for jobs K = C − Σ_D ρ_D (C = ∞ when CPU is elastic) +event-driven, over the hyperperiod H = lcm(T_i, y_D), twice +(events: query issues, window closes, completions): + ready = compaction jobs (triggered at window closes) + + query jobs whose newest window is compacted + order: issue / trigger time (older first), then compaction before query + (it unblocks queries), then longest remaining work first + give rates in that order: job j gets a_j = min(1, K − rates already given) + a job at rate a_j finishes when its remaining work / a_j elapses + recompute the rates at every event +outputs: per-RAQE and per-batch latency, worst batch latency +``` + +In words: + +1. **Reserve ingest.** Ingest runs all the time and takes `Σ ρ_D` vCPUs; the + rest, `K`, is shared by compaction and query jobs. +2. **Issue jobs.** Each window close triggers a compaction job for its + deployment. Each firing issues a query job, which becomes ready only once + its deployment's newest window is compacted. +3. **Prioritize.** Ready jobs run oldest batch first, so no batch starves. + Within a batch, compaction runs before queries, because queries wait for + it. Then the longest remaining work runs first, so a long job doesn't end + up running alone at the end of the batch. +4. **Share capacity as rates.** In that order, each job gets up to one core + (a single-threaded job can't use more) from the capacity still free. The + last one served may get only a fraction and runs slower in proportion. +5. **Advance to the next event.** Time jumps to the next query issue, window + close or completion; remaining work drops by rate × elapsed time, and the + rates are recomputed. +6. **Read off the results.** A query's latency is its finish minus its + issue, and a batch's latency is that of its last query. + +With elastic CPU (`K = ∞`) every job starts as soon as it is ready on its own +core, so the placement has a closed form: a compaction runs for `c_D`, a +query for `ℓ_{i,D}`, and a batch's latency is its longest chain +`c_D + ℓ_{i,D}`. The code uses this closed form (`usage::usage_cost`), and +it is what makes both MILP versions exact. + +#### 7. MILP formulation + +Variables: `z_{i,D} ∈ {0,1}` (RAQE `i` uses `D`, for eligible pairs `E`), +`u_D ∈ {0,1}` (`D` is active), `stored_D ≥ 0`. Constants per candidate and +pair are §3 and §4's. + +```text +minimize w1 · [ Σ_D (ρ_D + c_D / y_D) · u_D + Σ_(i,D) (ℓ_{i,D} / T_i) · z_{i,D} ] + + w2 · [ Σ_D ((ingest_D + k_D · w_D · c_D / y_D) · u_D + stored_D) + + Σ_(i,D) (q_{i,D} · ℓ_{i,D} / T_i) · z_{i,D} ] +s.t. Σ_D z_{i,D} = 1 for every RAQE i + z_{i,D} ≤ u_D ≤ Σ_i z_{i,D} for (i, D) ∈ E + stored_D ≥ w_D · ((S_i − x_D) / y_D + 1) · z_{i,D} +version 2, a batch latency SLA L (or version 1's frontier bound L): + z_{i,D} = 0 if c_D + ℓ_{i,D} > L +``` + +In words: + +- The objective is the price of the mean vCPUs (ingest and compaction per + active deployment, plus each RAQE's query work per second), plus the price + of the mean memory (ingest and storage per active deployment, each + compaction's partial copies for the fraction of time it runs, and each + query's memory for the fraction of time it runs). +- Every RAQE is served by exactly one eligible deployment. +- A deployment is active if and only if some RAQE uses it, so its ingest is + paid once, however many RAQEs share it. +- A deployment stores enough closed windows for the longest lookback it + serves (a linearized max). +- Version 2 (and version 1's frontier bound): a pair whose chain (the newest + window's compaction, then the query, each on a full core) is longer than + `L` is ruled out. By the placement's closed form, the plan's batch latency + is then at most `L`, exactly: the SLA is met. Chains are + compared with `L` with a relative slack of `1e-9`, so float error can't rule + out a chain equal to `L`. + +#### 8. Solution method + +Every term is linear in `u` and `z`, with or without a bound, so the MILP is +solved exactly +(`milp::minimize_usage_cost`; costs are divided by the sum, over RAQEs, of +each RAQE's cheapest pair on its own, so the solver sees magnitudes near 1). The solved plan's cost and latency are +then computed from its resource use (`usage::usage_cost`). + +- **PerQuery** is the same MILP with sharing ruled out. `minimize_usage_cost` + takes `allowed`, the candidate indices each RAQE may use. PerQuery gives + each RAQE its own candidates, with a separate copy of any deployment that + two RAQEs could both use. Two RAQEs share a deployment only by choosing the + same candidate index (`u_D` is per index), so their copies stay apart and + each pays its own ingest. +- **AutoSketch** keeps its memory-chosen configs and is priced by the same + function: its cost by use and its latency, the longest chain. It ignores + latency, so it is one point, not a frontier. +- **Version 1:** ASAP and PerQuery are solved with no bound (the cheapest + plan), and for a sweep of bounds `L` from the smallest feasible one (the + largest, over RAQEs, of each RAQE's fastest chain) up to the unbounded + plan's latency. Each solve gives a (latency, cost) point; together they are + the method's frontier. `L` = AutoSketch's latency gives each method's cost + at no more than AutoSketch's latency. +- **Version 2:** ASAP and PerQuery are solved at each SLA of a fixed grid; + an SLA below the smallest feasible bound has no plan. AutoSketch ignores + the SLA; its latency either meets it or not. + +#### 9. Outputs + +Per (method, weight setting, bound or SLA): cost; mean CPU and memory, by +part; query latency and per-RAQE latency; planning time. Figures: version 1, +each method's cost–latency frontier for each workload (ASAP and PerQuery as +lines, AutoSketch as a point); version 2, each method's cost at each SLA. + +## Resource primitives and the snapshot-AUC objective + +The measured per-operation primitives (`m`, `c_ins`, `c_mrg`, `c_qry`, from +the cost table) and how they scale with a deployment (instance shape and size +law, below) are shared by both objectives; the one cost table is §3's. + +`m` is measured per instance, except for DDSketch on a metric with a +`value_range`: `m = (floor(ln(hi / lo) / ln((1 + alpha) / (1 - alpha))) + 1) × 8` +bytes, one bucket count per `gamma`-power in the range, capped by the values +one instance holds (`λ · x / card(G_d)` for a window, `λ · S / card(G_r)` for +a query's merge accumulator), as sketch-bench's `dd_footprint` counts them. +The range is the metric's, so `m` is an upper bound for a group whose own +values span less. + +**Snapshot-AUC objective** (`milp::minimize`, `analytical_cost_model::score`; +still supported). It prices §3's table with older accounting: + +- one ingest worker (`k_D = 1`), so no compaction; +- each RAQE's merge and query memory (`q_{i,D}`) held all the time, as if + every query ran at once, instead of for `ℓ_{i,D} / T_i` of the time; +- a RAQE's latency is its query job's serial CPU time `ℓ_{i,D}`, with no + compaction before it, checked against the RAQE's own + `latency_sla_ms` (no batch latency). + +Its CPU (`ρ_D`, `ℓ_{i,D} / T_i`) and its ingest and storage memory are §3's +with `k_D = 1`, roll-ups included. + +### Instance shape and size law + +Each row of the cost table (from +[`sketch-bench/scripts/study_saturation.py --phase optimizer-cost`](https://github.com/ProjectASAP/sketch-bench/blob/main/scripts/study_saturation.py)) +is measured on one instance, at whatever key count the benchmark fed it +(`measured_keys`). A key is one distinct entry an instance stores exactly, +such as one group's running sum in an exact accumulator. Turning a row into a +deployment's cost needs two properties of the family: + +- **Shape**: instances per window. `PerGroup` keeps one per group, so + `card(G_d)`; `Shared` keeps one for all groups. +- **Law**: how one instance's size grows. `Fixed` is set by the configuration + (e.g. CMS rows × columns); `PerKey` stores one entry per key, so it grows + linearly with keys. + +Memory per window is instances × instance size: + +| | Fixed | PerKey | +|---|---|---| +| **PerGroup** | `card(G_d) × m`: CMS, CountSketch, KLL, DDSketch, HLL, UnivMon, top-k (heap `m · k`) | `card(G_d) × m × keys_per_group / measured_keys`: none yet (e.g. an exact top-k map) | +| **Shared** | `m`: HydraKLL and other Hydra sketches | `m × card(G_d) / measured_keys`: exact sum, min, max, increase (one value per group, so keys = groups) | + +The same factor scales merge and query CPU. Insert CPU is per sample and does +not scale. + +Quantile sketches have no keys. KLL's `m` is Fixed, and the same at every +item count, because `asap_sketchlib::KLL` allocates once at construction. +Since sketch-bench#192 the cost table's KLL rows report that allocation: item slots, +level index and merge buffer, 5536 B at `k = 50`. Cost tables measured +before it, including the committed `autosketch-vs-asap-inputs`, carry a +nominal `4 · k · sizeof(T)` instead (1600 B at `k = 50`; the allocation is +1.58× that at `k = 200`, 1.14× at `k = 800`), so they understate KLL +memory (sketch-bench#191). +DDSketch is sized from the metric's `value_range` when given (capped by +values per instance), else from the measured size. + +The model uses `I_d × m`, where `I_d` is instances per window: + +- PerGroup + Fixed: `I_d = card(G_d)`. +- Shared + PerKey reduces to `I_d = card(G_d)` because the export divides the + exact accumulators' memory and merge cost by `measured_keys` + (`groups_per_instance`), making `m` a per-group cost. Their query cost is + already per group. +- Shared + Fixed: `I_d = 1`. In code this is the family property + `one_fixed_size_sketch_for_all_groups`, true only for the Hydra families. It applies + to memory and merge; query stays `card(G_r) × c_qry`, one probe per answered group. + A fixed-size sketch degrades as groups grow, so Hydra is built only at the + full schema its rows and accuracy were measured at (`measured_at.dataset`, + `hydra_saturation.csv`), and its accuracy is the worst case: max over the + covered groups, worst over N and seeds (per-group sketches read seed-mean + curves). + +PerGroup + PerKey is deferred until a family needs it: it needs the key labels +`K`, the metric's labels minus `G`. So for every family in use, nothing scales +with keys below the group: a per-service top-k CMS costs the same however +many endpoints it counts. + +Side by side, what each family puts into §3's table (every phase then +follows from it): + +| | KLL (per group) | exact-sum (per-group normalized) | +|---|---|---| +| `m`, `c_mrg` in the row | one group's | whole ÷ groups | +| `I_d` (instances per window) | `card(G_d)` | `card(G_d)` | +| `I_r` (states a query ends with) | `card(G_r)` | `card(G_r)` | +| probes per query (`c_qry`) | `card(G_r)` | `card(G_r)` | +| key tracker part | none | none | +| rolls up (`G_r ⊂ G_d`) | yes | yes | + +A Hydra grid is the Shared + Fixed case, `I_d = I_r = 1`; its row, probes +and key tracker are in [Hydra](rqe_optimizer_hydra.md) §3. + +The Hydra families are in their capabilities' family lists but not in +`DEPLOYABLE_FAMILIES`, so they are candidates only when undeployable families +are allowed (the §6.3 eval runner); AutoSketch skips them (sketch-bench#159). + +### Family properties and key tracker + +Each family has properties, hardcoded by variant in `family_properties` +(an unknown variant panics rather than getting a default): + +- `mergeable_across_windows`: a family without it only serves `S_i = x`. + Every family in use merges. +- `mergeable_across_groups`: it can serve a RAQE at a subset grouping (a + roll-up, [candidates](rqe_optimizer_candidates.md#fine-to-coarse-group-roll-ups)). + True for exact sum/min/max, HLL, univmon-cardinality, KLL and DDSketch. +- `one_fixed_size_sketch_for_all_groups`: the Shared + Fixed cell above. +- `needs_delta_set_key_tracker`: the sketch can't list its groups, so a + DeltaSet (`exact-delta-set`) records each window's keys for the query to + probe. True for HydraKLL. A candidate needing one carries the DeltaSet row + and is dropped if the cost table has none; a deployment without its tracker + is never eligible. The cost table may hold at most one DeltaSet row. + +The tracker is priced as an exact accumulator on the same `x`, `y` and `G` +(Hydra's tracker grouping is open: [Hydra](rqe_optimizer_hydra.md) §6.1), +in every phase: ingest, merge (union of the `n_i` windows' key sets), query +(enumerate keys) and storage. Its `m` is per key, so it adds `card(G_d) × m_ds` +per window. The AutoSketch baseline skips shared fixed-size families for now +(sketch-bench#159). + +A query job's serial CPU time, `ℓ_{i,D}` (§3), summed over the sketch and +its key tracker, is a RAQE's latency in the snapshot-AUC objective and the +query half of its chain in cost by use. On its own it is not a wall-clock +SLA: it assumes no parallel execution across groups and no cheaper k-way +merge. diff --git a/rqe-optimizer/docs/rqe_optimizer_hydra.md b/rqe-optimizer/docs/rqe_optimizer_hydra.md new file mode 100644 index 00000000..6b1aaa41 --- /dev/null +++ b/rqe-optimizer/docs/rqe_optimizer_hydra.md @@ -0,0 +1,283 @@ +# RQE optimizer: admitting Hydra + +Status: hydra-hll, hydra-univmon-cardinality and hydra-kll are candidates +when undeployable families are allowed (the §6.3 eval runner), built over a +metric's full schema with accuracy from `hydra_saturation.csv` +([Candidates](rqe_optimizer_candidates.md), roll-ups section). They are not +in `DEPLOYABLE_FAMILIES`, so ASAPQuery's planner never sees them. This +document says, for each Hydra combination sketch-bench benchmarks, what +accuracy guarantee it has, how it is costed, how it would enter the +candidates and the MILP, and what sketch-bench must measure first. Symbols +follow [Cost models](rqe_optimizer_cost_model.md) §1; `Λ` is a Hydra +schema (the hyperperiod there is `H`). + +## 1. What Hydra is in sketch-bench + +All five combinations wrap `asap_sketchlib::Hydra` (0.3.0; Manousis et al., +VLDB 2022, arXiv:2208.04927). The `polars` rows of the same names are exact +baselines. + +- **Grid.** `R` rows × `W` columns of cells, each an inner sketch, over a + schema `Λ` of label columns (`hydra_shared.rs`). +- **Insert fans out.** A record with `|Λ| = d` labels is inserted into the + cell of every non-empty label subset (`2^d − 1` subkeys, each tagged with + its column names), in every row: `R · (2^d − 1)` inner inserts per record + (`hydra.rs` `update`, masks `1..2^d`). The empty grouping (the whole + stream) is not inserted. +- **Query.** A subpopulation (values for a subset `G_r ⊆ Λ`, the rest + unconstrained) hashes to one cell per row; the answer is the **median** + over the `R` rows of each cell's inner answer (`query_key`). The library + answers any non-empty subset of `Λ`; sketch-bench's wrapper constrains + only leading columns (`hydra_shared.rs` `query`), so it can ask only + prefix groupings. +- **No keys.** Hydra stores no subpopulation keys. To answer every group of + `G_r`, something else must list them (in the optimizer, a DeltaSet key + tracker). +- **Merge** is cell by cell, needing the same dimensions, cell type and + schema; every row's column comes from one seeded hash (`HYDRA_SEED`), so + two grids built apart line up. + +| Variant | Inner cell (canonical) | Counter bytes | +|---|---|---| +| `hydra-cms` | Count-Min, cell 3 × 512 i32; grid 3 × 128 | `R·W·cell_rows·cell_cols·4` | +| `hydra-cs` | Count Sketch, same shape | same | +| `hydra-hll` | HLL, `p = 14` fixed | `R·W·2^14` | +| `hydra-kll` | KLL, `cell_k = 200` | `R·W·(slots(k)·8 + 62·8)` (no merge buffer; sketch-bench#191) | +| `hydra-univmon` | UnivMon: heap 1000, 5 × 2048, 8 layers; grid 2 × 8 | `R·W·layers·((sr·sc + sr)·8 + heap·entry)` | + +`hydra-univmon` is registered as four statistics: cardinality, L1, L2 and +entropy. Each footprint adds `(R·W + 1)` cell headers. + +## 2. Accuracy guarantee per combination + +### 2.1 The source of error + +For a subpopulation `q` (one group of `G_r`), in row `j` its cell also holds +every other subkey hashed there, the colliders `C_j`. Let: + +- `N_q`: items of `q`; `N_C`: items of the colliders in one row's cell; +- `M`: items inserted into one row, after fan-out: `N · (2^d − 1)` for `N` + records. A coarser label subset is inserted too, so every label added to + `Λ` roughly doubles `M`; +- `β`: a Markov factor. Modeling the column hash as random, + `E[N_C] = Σ_{s≠q} N_s / W ≤ M / W`, so `N_C ≤ β·M/W` in a row with + probability at least `1 − 1/β`; +- `δ_in`: the inner sketch's failure probability. + +The answer is the median over rows (the mean when `R = 2`). If more than +half the rows give answers inside one common interval, so does the median, +so a bound below holds when more than half the rows are **good**: their +contamination is within `β·M/W` and their inner sketch is within its own +bound. + +**Hydra's Theorem 2** (§4.5, checked against the paper): if each cell +estimates a **monotone G-sum** within `(1 ± ε_US)` with probability +`1 − δ_US`, then with `W = c(1 + ε_US)/ε` columns for a `c` with +`1 − δ_US − 1/c > 1/2`, and `R = O(log 1/δ)` rows, with probability +`1 − δ`, `G_q(1 − ε_US) ≤ Ĝ_q ≤ G_q(1 + ε_US) + ε·G_S`, where `G_S` is the +G-sum of the whole (fanned-out) stream. The proof takes the rows as +i.i.d. Three things about this library weaken it: + +- **Inner errors are correlated across rows.** Every cell is a clone of one + template, so the inner sketches hash with the same seeds (CMS and Count + Sketch matrix seed, HLL's seed, KLL's RNG state): `q`'s own items collide + the same way in every row. Only the contamination is independent across + rows. A sound confidence is + `P[Binomial(R, 1 − 1/β) > R/2] − R·δ_in`. +- **One fixed hash.** Columns come from one seeded hash (`HYDRA_SEED`), not + a random family, so the probabilities are a random-oracle heuristic, and + a group that collides badly collides in every window, merge and + deployment. For `W` not a power of two the column is not uniform (at + `W = 100` some columns get 1.56/W of the keys), so use the worst column's + share in place of `1/W`. +- **Few rows.** It is asymptotic in `R`. The canonical `hydra-cms`, + `hydra-cs`, `hydra-hll` and `hydra-kll` grids have `R = 3`: with + `β = 4` and `δ_in = 0.05` the bounds hold with probability about + `0.84 − 0.15 = 0.69`. The canonical `hydra-univmon` grid has `R = 2`, + `W = 8`: both rows must be good, and `β·M/W = 1.5·N`, so even its form is + vacuous. + +The error is **additive in the global mass** (`ε·G_S`, here `β·M/W`), not +relative to `q`. So a bound is useful only for groups large against +`β·M/W`. For the canonical `W = 128`, `d = 2` (`M = 3N`) and `β = 4`, +`β·M/W ≈ 0.094·N`: a group holding 1% of the records gets a contamination +term about 9× its own size. + +### 2.2 Bounds + +Derived from the setup above; only Theorem 2 is the paper's. `F_v` is the +fanned-out frequency of value `v` over all subkeys, `ΣD` the sum over all +subkeys of their distinct counts, and `D_q` the distinct count of `q`. + +| Combination | Statistic (sketch-bench metric) | Bound in a good row, so for the median | Closed form usable for planning? | +|---|---|---|---| +| `hydra-cms` | frequency of `v` in `q` (top-k ARE/AAE) | `f_q(v) ≤ f̂ ≤ f_q(v) + ε_c·N_q + β·(F_v + ε_c·M)/W`, `ε_c = e/cell_cols`, `δ_in = e^−cell_rows`. One-sided: never under. | Yes, for heavy (`q`, `v`) pairs; vacuous for small `f_q(v)`. | +| `hydra-cs` | same | `f̂ − f_q(v) ∈ [−ε_s·(L2_q + X), ε_s·L2_q + X']` with `ε_s ≈ 1/√cell_cols`, where the colliders' terms `X = L2_C` and `X' = f_C(v) + ε_s·L2_C` are bounded together by one Markov event (`E[F2_C] ≤ F2/W`, `E[f_C(v)] ≤ F_v/W`). Two-sided, biased upward by `f_C(v) ≥ 0`. | Yes, same caveat; not unbiased for `q`. | +| `hydra-hll` | distinct count of `q` (relative error) | `(1 − ε_h)·D_q ≤ D̂ ≤ (1 + ε_h)·(D_q + β·ΣD/W)`, `ε_h ≈ z·1.04/√2^14` (a normal approximation, not a hard bound). Cardinality is a monotone G-sum, so Theorem 2 applies. | Yes. The median removes contamination, not HLL noise (§2.1). | +| `hydra-univmon` cardinality, L1, L2 | `Σ 1[f>0]`, `Σ f`, `√Σ f²` | Theorem 2 directly (L2 via `F2 = Σ f²`: `√` of the bound). | Form only: `ε_US` for concrete heap, layers and widths is not known in closed form (UnivMon's Theorem 1 is asymptotic). Empirical. | +| `hydra-univmon` entropy | `log L1 − (Σ f log f)/L1` | None: a nonlinear combination of two G-sums, and contamination moves both. | No. Empirical only. | +| `hydra-kll` | rank error of `q`'s quantiles (`mean_rank_err`) | `|rank_q(x̂)/N_q − φ| ≤ ε_k + (1 + ε_k)·N_C/N_q`, `N_C ≤ β·M/W`: the cell answers the quantile of a mixture. | No: vacuous unless `N_q ≫ β·M/W`, and the real error depends on how the colliders' values overlap `q`'s. The paper states quantiles cannot be directly estimated by Hydra. Empirical only. | + +The KLL bound: the cell's KLL returns `x̂` with +`|rank_cell(x̂) − φ·N_cell| ≤ ε_k·N_cell`, `N_cell = N_q + N_C`, and +`rank_q(x̂) = rank_cell(x̂) − rank_C(x̂)` with `0 ≤ rank_C ≤ N_C`. + +So **no Hydra combination has a closed-form guarantee the planner can use +for every group**: CMS, CountSketch and HLL have bounds that are vacuous for +small groups; UnivMon and KLL have none. Admission must be empirical (§2.4), +and these bounds serve as sanity checks on the measurements. + +### 2.3 Merges and coarse groupings + +- **Across windows and ingest workers.** CMS and CountSketch add counters, + and HLL takes register maxima; with the shared seeds, a merged grid equals + one built from all the records, so merged accuracy is the single-grid + accuracy at the merged mass. KLL cells merge lossily (as `kll-percall`, + sketch-bench#131) and UnivMon rebuilds heaps from the union of candidates, so both + need measured merge curves. +- **Coarse groupings.** A grouping inside `Λ` is answered directly, because + its subkey was inserted; Hydra never rolls up, which is why + `mergeable_across_groups` is false. The cost is mass: every coarser subset + inserted adds to `M`, and so to every group's contamination. A grouping + not inside `Λ` cannot be answered. + +### 2.4 The accuracy predicate + +Because only empirical accuracy is usable, a Hydra edge is eligible only if +a measurement covers it: + +```text +hydra_error(variant, config (R, W, inner), |Λ|, G_r, shape(G_r), + N_q distribution, M, merged windows) <= the RAQE's SLA +``` + +in the family's metric and direction, with no borrowing from a +non-Hydra curve or another grouping. One `subpopulations` ceiling (today's +`hydra-kll` eligibility) is not enough: two groupings of equal cardinality +differ in skew and fan-out. Since error is driven by `N_q / (M / W)`, the +measurement should report error by group size, and the SLA must say which +groups it covers (§6). + +## 3. Cost model + +Hydra is priced by [Cost models](rqe_optimizer_cost_model.md) §3's table, +with no separate formula. One grid is one instance per window, so +`I_d = I_r = 1`, and a query probes it once per `card(G_r)` group. Let +`m_h`, `c_ins,h`, `c_mrg,h` and `c_probe,h(G_r)` be measured for one +variant, configuration and schema width `|Λ|`; `c_ins,h` is per record, fan-out +included (`R · (2^|Λ| − 1)` inner inserts). + +| Phase | CPU-seconds per event | Mean vCPUs | Memory (bytes) | +|---|---|---|---| +| Ingest | — | `λ · a_D · c_ins,h` | `m_h · a_D · k_D` | +| Compaction | `(k_D − 1) · c_mrg,h` | `/ y_D` | `k_D · m_h`, while it runs | +| Query job | `card(G_r) · c_probe,h(G_r) + (n_{i,D} − 1) · c_mrg,h` | `/ T_i` | `m_h · [n_{i,D} > 1] + card(G_r) · output bytes`, while it runs | +| Storage | — | 0 | `m_h · ((max_i S_i − x_D) / y_D + 1)` | + +plus the key tracker's part. A Hydra merge combines whole grids, not +`card(G_d)` addressable states, which is what `I_d = 1` says. This assumes +the merge cost does not depend on the number of probes; sketch-bench must +confirm it or report a probe-count term. + +**Key tracker.** If groups are listed by a DeltaSet (`exact-delta-set`), its +ingest, compaction, merge, query and storage are added as a part. A tracker +at `Λ` that derives coarse keys costs `card(Λ)` per window, not +`card(G_r)`; a tracker per requested grouping costs `card(G_r)` each but +multiplies trackers. This is a decision (§6), not a free operation. + +## 4. Candidates and the MILP + +The MILP does not change: one binary `z_{i,D}` per eligible edge, one +`u_D` per candidate, `stored_D`, the same constraints and objective +([Cost models](rqe_optimizer_cost_model.md) §7). Hydra adds candidates and +edges with their own eligibility and coefficients. + +- **Candidate identity.** `(capability, variant + config, metric, spatial + filter, Λ, x, y, key tracker)`: the schema `Λ` takes the place of the + grouping. `Λ` is an ordered list: the library encodes subkeys in its + declaration order, merges only grids of the same order, and the wrapper's + prefix queries depend on it. So `Λ` needs its own ordered field (a + `LabelSet` loses the order), plus a new family property (e.g. + `answers_any_subgrouping`) that marks Hydra. +- **Generation.** For each (capability, metric, filter), `Λ` ranges over + every distinct RAQE grouping and their union (more schemas cost more, + since `M` and `c_ins,h` grow with `|Λ|`). Windows and slides come, as for + roll-ups, from the RAQEs whose grouping is a non-empty subset of `Λ`. +- **Edge `(i, D)`.** Same capability, metric and filter; `∅ ≠ G_i ⊆ Λ` + (a prefix of `Λ` until the wrapper queries any subset); window alignment + as today; and the §2.4 predicate measured and passing. +- **Linearity.** An edge's accuracy depends only on the candidate (`Λ`, + config, window) and the metric's mass, never on which other RAQEs share + it: everything on the metric and filter is inserted whatever is selected. + So eligibility stays a per-edge filter and the MILP stays linear. +- **Coefficients.** Per candidate: ingest, compaction, storage (§3, plus the + tracker). Per edge: the query job, with `c_probe,h(G_i)`. A Hydra edge is + never priced or validated as a roll-up. +- **Pruning.** Unchanged: candidates compare only at the same capability, + metric, filter and grouping (here `Λ`), on the costs listed in + [candidates](rqe_optimizer_candidates.md). +- **Competition.** A quantile RAQE by `(service)` can then be served by KLL + at `(service)`, by KLL at `(service, endpoint)` through a roll-up, or by + Hydra with `Λ ⊇ {service}`; the MILP picks the cheapest that passes. + +Code this needs, in order: `FamilyProperties` for the four other variants; +the new property and the Hydra branch in `is_eligible` and +`build_all_candidates_unpruned`; Hydra in `Capability::families` and +`DEPLOYABLE_FAMILIES`; the saturation lookup keyed as in §2.4; cost-table +rows. AutoSketch keeps skipping Hydra (sketch-bench#159). + +## 5. What sketch-bench must add + +Each item names what is missing today. Every Hydra measurement sketch-bench +has today predates these requirements, so admitting Hydra means rerunning +them all; `hydra-kll` is measured in that same run, alongside `hydra-cms`, +`hydra-cs`, `hydra-hll` and `hydra-univmon`, under every item below. + +1. **Target grouping.** Comparators score only column 0 + (`sketch-bench/aqpbm-cli/src/rows/mod.rs`); they must score any named subset of the + schema, and the wrapper must query any subset, not only prefixes + (`hydra_shared.rs` `query`). +2. **Exact baseline.** The `polars` baselines build untagged subkeys + (`polars_shared.rs`), so overlapping label values alias there but not in + the 0.3.0 sketch (sketch-bench#74); tag them the same way. +3. **Data.** Hierarchical labels with set cardinality per label, per-parent + fan-out and skew; the result records `|Λ|`, the target grouping's + cardinality, every group's `N_q`, and the fanned-out mass `M`. +4. **Sweep.** Grid (`R`, `W`), inner parameters, schema width, target + grouping, cardinality and fan-out, distribution. Report error per group + against `N_q / (M / W)`, and quantiles over groups, not only the mean. + The column hash has a fixed seed, so vary the label values (not only the + data seed) to see the spread over collision patterns. +5. **Bounds as checks.** For CMS, CountSketch and HLL, assert the measured + per-group error is within §2.2's bound at its confidence; a violation + means a bug. +6. **Merges.** Accuracy and cost of merged grids at the shard counts + workloads need, with records split by sample (interleaved), not only in + contiguous chunks (`sketch-bench/sketch-bench/src/wrappers/mod.rs`); exactness checks + for CMS, CountSketch and HLL; merge curves for KLL and UnivMon cells. +7. **Cost table.** Hydra rows in `study_saturation.py` (`SKETCHES`, + `OPTIMIZER_FAMILIES`) and `approxbench atomic-costs`: `m_h` (including + each KLL cell's merge buffer, sketch-bench#191), `c_ins,h` per record at the schema + width, `c_mrg,h`, and `c_probe,h` per probe at the target grouping. +8. **Key enumeration.** Benchmark the chosen tracker (§6) at its grouping, + with its input and output cardinality. +9. **Saturation key.** Emit §2.4's fields machine-readably. The optimizer + rejects a Hydra edge with no matching point unless an interpolation rule + is approved (§6). +10. **Fixtures.** Equal grouping, a direct coarse subset, and a multi-window + merge, each against exact answers, asserting the exported accuracy and + cost fields. + +## 6. Decisions needed + +1. Group enumeration: one DeltaSet at `Λ` that derives coarse keys, or one + per requested grouping? +2. Groupings: prefixes of `Λ` only, or any non-empty subset once the wrapper + and comparators support it? +3. Which groups an SLA covers: every group (then Hydra almost never passes + for small groups), groups above a size, or a quantile over groups? +4. Interpolation between measured Hydra points: none, or the worse + bracketing point as for the other sketches? +5. Schemas generated per workload: each RAQE grouping and their union, or + more? +6. Whether `hydra-univmon` entropy, which has no bound, is admitted at all. diff --git a/rqe-optimizer/docs/rqe_sketch_deployment_v1.md b/rqe-optimizer/docs/rqe_sketch_deployment_v1.md new file mode 100644 index 00000000..a2063c6f --- /dev/null +++ b/rqe-optimizer/docs/rqe_sketch_deployment_v1.md @@ -0,0 +1,218 @@ +# RAQE-to-sketch deployment mapping: v1 + +## Purpose + +Given a workload of repeating atomic query expressions (RAQEs), find sketch deployments +that can serve it and report the trade-offs among query working memory, CPU, +and per-RAQE latency. + +## Glossary + +- **RAQE**: repeating atomic query expression, evaluated every `T` over the last `S`. +- **Capability**: the statistic an RAQE needs: sum/count, min, max, + rate/increase, quantile, cardinality or top-k. +- **Metric**: a named stream of samples whose series are told apart by labels. +- **Group**: one combination of values of an RAQE's group-by labels `G`. There + are `card(G)` groups. +- **Family**: one sketch or accumulator implementation, such as `kll-percall`, + `cms-heap-topk-fastpath-vector2d` or `exact-sum`. Each capability lists the + families that serve it. +- **Configuration**: a family plus its parameters, such as KLL with `k = 200`. + One row of the cost table. +- **Cost table**: per configuration, measured memory per instance, CPU per + insert, merge and query, and accuracy in its named `accuracy_metric`. + Measured by + [`sketch-bench/scripts/study_saturation.py --phase optimizer-cost`](https://github.com/ProjectASAP/sketch-bench/blob/main/scripts/study_saturation.py). +- **Window**: the interval `[k × y, k × y + x)` an instance covers; `x` is the + window size and `y` the slide. +- **Instance**: one sketch or accumulator object holding one group's samples + (or all groups', for a shared family) over one window. Open or closed; see + [Window model](#window-model). +- **Deployment**: a configuration run over one metric, grouped by `G`, with + window `x` and slide `y`. A **candidate** is a deployment the optimizer may + choose. +- **Phase**: one of the kinds of work a deployment does, each costed in CPU + and memory: **ingest** (inserting samples into open instances), + **compaction** (merging the ingest workers' copies of a closed window), + the **query job** (merging a query's windows, and on a roll-up its fine + groups, then reading the result) and **storage** (keeping closed + instances, no CPU). The snapshot objective and `PlanCost` report the query + job as two phases, **merge** and **query**, and have no compaction. See + [Cost models](rqe_optimizer_cost_model.md). +- **Roll-up**: a deployment grouped by `G_d` serving a RAQE grouped by a + subset `G_r`, by merging each coarse group's fine instances at query time. + +## Inputs + +Let `R = {r_1, ..., r_n}` be the RAQE workload. Each RAQE `r_i` provides: + +| Field | Meaning | +|---|---| +| `cap_i` | Required capability. | +| `S_i` | Query-window size. This is the current `lookback` field. | +| `T_i` | Query slide: how often the RAQE runs. This is the current `interval` field. | +| `metric_i` | Metric the RAQE reads. | +| `G_i` | Group-by label set (`grouping_labels`). | +| `tol_i` | Accuracy threshold, checked against each candidate family's own metric. | + +For each metric, the caller provides `MetricFacts`: + +- `labels`: every label the metric's series carry. +- `scrape_interval`: every series yields one sample per scrape. +- `card(X)`: distinct value combinations of each label set `X` in use, + including `labels` itself (the raw series count). +- `value_range` (optional): `(lo, hi)`, the smallest and largest positive + sample value, with `0 < lo <= hi`. It sizes DDSketch (see below). + +The arrival rate is derived as follows (not provided by the user): + +```text +lambda(metric) = card(metric.labels) / scrape_interval samples/second +``` + +`validate_facts` reports every missing or inconsistent fact up front. + +The cost table, measured by +[`sketch-bench/scripts/study_saturation.py --phase optimizer-cost`](https://github.com/ProjectASAP/sketch-bench/blob/main/scripts/study_saturation.py) +(sketch-bench#174), gives for each configuration: + +- memory per instance; +- CPU per insert; +- CPU per query of one instance; +- CPU per pairwise merge; +- the comparator's accuracy scores, and `accuracy_metric`, the one that is + the row's accuracy (only exact accumulators read it; see + [eligibility](rqe_optimizer_candidates.md#candidate-deployments)); and +- `measured_at`, the data it was measured on. + +The study measures every configuration once, serially, at one data shape: +Zipf θ = 1.1 over 1e4 keys (Pareto `a` = 2 for quantiles), 1e6 items, 5 runs +after 3 warm-ups. That is the dataset of the AutoSketch vs. ASAP evaluation +(ASAPQuery#777), so the evaluation's costs and the cost table are one +measurement. Cost is taken as independent of the data shape. The same study +measures the saturation curves, so the configurations in both are one grid. + +Each metric's facts also carry a fitted `data_shape` per grouping, which keys +the saturation curves. + +Families are named by sketch-bench variant, not algorithm, because variants +of the same algorithm can have different costs. + +## Window model + +A deployment materializes sliding sketch instances with: + +- `x`: sketch-window size; +- `y`: sketch slide. + +For every label-value group, it creates an instance for every interval: + +```text +[k × y, k × y + x) +``` + +At time `t`, an instance is **open** while its interval has not ended +(`t < k × y + x`): it still receives samples. After that it is **closed**: it +never changes again and is kept only while some RAQE's lookback still needs it. +A deployment has `x / y` open instances per group at any time. + +Instances overlap when `x > y`. There is no subtract operation. To answer an +RAQE, the system selects and merges only non-overlapping instances, so items +are never counted twice. + +An RAQE with query window `S` and query slide `T` can use a deployment when: + +```text +x % y == 0 +S % x == 0 +T % y == 0 +``` + +For a query ending at time `t`, use the instances: + +```text +[t-S, t-S+x), [t-S+x, t-S+2x), ..., [t-x, t) +``` + +They exactly cover the query window and do not overlap. The deployment may +have produced other, overlapping instances between these starts. That is okay. Those overlapping instances are not used for this query. + +`S % T == 0` is not required. For example, a 10-minute window running every +3 minutes can use `x = 2 minutes` and `y = 1 minute`; each query merges five +non-overlapping two-minute instances. + +We assume all RAQEs share a common time origin. Query phase offsets are not +modeled. + +## Planning design + +The optimizer has three companion design documents: + +- [Candidate generation and eligibility](rqe_optimizer_candidates.md): + candidate construction, eligibility (accuracy included), finer-to-coarser + roll-ups and dominance pruning. +- [Cost models](rqe_optimizer_cost_model.md): the one cost table, the + canonical cost-by-use and batch-latency model with its MILP, and the + supported snapshot-AUC objective. +- [Hydra](rqe_optimizer_hydra.md): what admitting Hydra needs (accuracy + guarantees per combination, cost model, candidates and MILP edges, and + sketch-bench measurements). Not implemented. + + +## Procedure + +1. Generate candidate deployments for each input RAQE, then deduplicate them. +2. Build the eligible candidate–RAQE pairs. Reject pairs that fail capability, + metric, grouping (equal, or a subset for a roll-up), window alignment, or + accuracy. +3. Enumerate feasible workload mappings. Every RAQE must select one eligible + candidate; a single selected candidate may serve multiple RAQEs. Small + instances may retain every mapping eagerly; larger ones stream mappings + through incremental Pareto filtering, retaining only the current frontier. +4. Score every complete mapping with the analytical cost model. +5. Compute and report the Pareto frontier. + +The Pareto vector is: + +```text +(CPU, memory, {latency_i}) +``` + +CPU and memory are the sums over the snapshot objective's phases (ingest, merge, query, storage). The report also includes +each phase's CPU and memory, together with the selected deployment mapping. + +## v1 scope and TODOs + +- **Accuracy after merging:** KLL and univmon-cardinality read their merge + curves up to the largest shard count and N the study measured; past them, + KLL's guarantee, no better than the last measurement (univmon-cardinality + has none, so no accuracy). Roll-ups multiply the merge count by the + fan-out, so they reach the guarantee sooner. Heap top-k reads its plain + curve (sketch-bench#158). +- **Query-result sharing:** v1 charges every RAQE its own query and merge CPU. + Revisit when RAQE semantics and execution timing identify safe reuse cases. +- **Latency SLAs:** `minimize` takes optional per-RAQE latency bounds; + `minimize_usage_cost` takes an optional batch-latency bound and reports the + batch latency. The enumerator reports latency but does not reject a + mapping for it. +- **Memory model:** cost by use holds query memory only while a query runs; + the snapshot objective sums every RAQE's merge and output memory as if all + queries ran at once. Query output size is an estimate. +- **Bursts:** CPU is a mean over time, so plans are sized for average load. +- **Static planning:** no RAQE churn, replanning, or migration cost. +- **Temporal pre-merging:** v1 does not precompute merged windows. Queries + merge their selected base instances when they run. +- **Selection policy:** the enumerator reports the Pareto frontier; the MILP + selects one point by the `w_cpu`/`w_mem` weights. + +## Implementation status + +`rqe-optimizer/` implements the `(x, y)` sliding-instance model, candidate +generation and pruning, eligibility checks, analytical objectives, and +streaming Pareto filtering. The separation between candidate generation, +enumeration, objectives, and Pareto filtering remains the intended boundary +for future solver work. Hydra, a shared-subpopulation deployment rather than +a fine-state roll-up, is designed in [Hydra](rqe_optimizer_hydra.md). + +Exporter bugs, benchmark-dataset choices, and historic run counts belong in +`rqe_optimizer_TODO.md` or issue tracking, not in this problem statement. diff --git a/rqe-optimizer/examples/autosketch_vs_asap.rs b/rqe-optimizer/examples/autosketch_vs_asap.rs new file mode 100644 index 00000000..84c7cc8c --- /dev/null +++ b/rqe-optimizer/examples/autosketch_vs_asap.rs @@ -0,0 +1,1731 @@ +//! AutoSketch vs. the ASAP planner (ProjectASAP/ASAPQuery#777, paper §6.3). +//! +//! One invocation evaluates one workload and writes one JSON file: +//! +//! ```text +//! autosketch_vs_asap traces --dataset alibaba_v2022 --saturation-dir DIR --out FILE [--runs 5] +//! autosketch_vs_asap synthetic --table FILE --target p95 --saturation-dir DIR --out FILE [--runs 1] +//! +//! Options for both: --weights cpu,fargate (a subset of the weight +//! settings), --slas-ms 100,1000 (version 2's SLA grid, in ms), --no-chosen +//! (drop per-RQE choices). The synthetic --target is the accuracy level; +//! `accNN` is NN% accuracy in each family's own metric (acc90, acc95, acc99; +//! `p95`, the name of the committed runs, is acc95): acc95 is the paper's +//! level and the one traces use; acc90 and acc99 are the target sweep. +//! ``` +//! +//! Every plan is priced by use (`usage::usage_cost`, sketch-bench +//! `rqe-optimizer/docs/rqe_optimizer_cost_model.md`, "Cost by use and batch latency"): +//! `w_cpu · AUC(CPU) + w_mem · AUC(memory)`, CPU elastic, at each weight +//! setting of #777 §4 (CPU only; Fargate's per-vCPU and per-GB prices). A +//! batch's latency is its longest chain (the newest window's compaction, +//! then the query): the job placement's closed form with elastic CPU. Two +//! versions, in one output file: +//! +//! - **Version 1, no latency constraint** (`results`): each method's cheapest +//! plan, its latency reported, and ASAP's (with and without roll-ups) and +//! PerQuery's cost–latency frontiers (`bound_ms`). +//! - **Version 2, a batch latency SLA** (`sla_results`): at each SLA of the +//! grid, ASAP's (both) and PerQuery's cheapest plan whose batch latency is at most +//! the SLA (`milp::minimize_usage_cost` with `latency_bound_ms`, exact). +//! An SLA below a method's tightest feasible bound has no plan +//! (`infeasible`). AutoSketch ignores the SLA; its plan is recorded at +//! each SLA with `meets_sla`. +//! +//! Methods: +//! - **ASAP:** `milp::minimize_usage_cost` over every RQE jointly, with +//! sharing. +//! - **AutoSketch-Adapted:** `autosketch::plan`, one search and one dedicated +//! deployment per RQE, accuracy only; its plan does not depend on the +//! weights and is priced under each. +//! - **PerQuery-CostAware:** `milp::minimize_usage_cost` over each RQE's own +//! candidates (separate copies, so no sharing). +//! - **ASAP (no roll-ups)** (`asap-norollup`), an ablation: ASAP's MILP and +//! candidates, with each RQE allowed only deployments at its own grouping +//! or Hydra grids (not a roll-up). Every result counts `rolled_up_rqes`, +//! the RQEs served from a strictly finer non-Hydra deployment. +//! +//! `traces` reads `data/autosketch-eval/table.json` (alibaba_v2022 and +//! google_2011 are evaluated; boom is left out for now); `synthetic` reads one +//! table written by `export_autosketch_eval_table.py --synthetic`. A table +//! gives the workload: RQEs, and each stream's groups, rate and data shape +//! (the family's `grid_param`/`grid_K`, the worst case rounded to the grid). +//! Each stream (`traces`: dataset, query and kind; `synthetic`: the table's +//! `stream`) is one metric, which is where sharing comes from. A stream of a +//! metric with a label schema (the table's `schemas`) has the schema's labels, +//! and its RQEs name their `grouping`, so one stream carries several +//! groupings and a fine deployment can serve a coarse RQE (a roll-up). +//! Accuracy is read at the mean group's items per window, or, for an RQE with +//! a `covers_share` (`null`: every group), at its smallest and its largest +//! covered group's (`min_covered_share` and `max_covered_share` of the +//! stream's), the worse of the two: a per-group sketch's error need not fall +//! as N grows (sketch-bench#189), so either may be the hardest group. +//! +//! Costs and accuracy come from `--saturation-dir`, the same inputs the +//! planner reads (sketch-bench#174): the cost table `optimizer_cost/rqe_atomic_costs.json` +//! (one row per config, at the evaluation dataset's shape) and the saturation +//! curves. ASAP reads `SaturationCurves::accuracy` (the curve at the +//! lookback's items; KLL and top-k merged from `L/x` shards read the merge +//! curve, sketch-bench#158); AutoSketch reads `autosketch_accuracy` (one unmerged sketch +//! per query window, no saturation requirement). +//! +//! Hydra: ASAP and PerQuery plan with undeployable families allowed, so a +//! Hydra grid over a schema metric's full schema competes with per-group +//! sketches (`rqe-optimizer/docs/rqe_optimizer_hydra.md`). Its cost rows and +//! accuracy (`hydra_saturation.csv` under the saturation dir) are measured +//! on the dataset shaped like the stream's metric ([`hydra_dataset`]), at +//! that full schema; without them no Hydra deployment is eligible. Hydra is +//! held to the worst case (max over covered groups, worst over N and seeds), +//! per-group sketches to seed-mean curves. AutoSketch allows undeployable +//! families too but skips Hydra itself (sketch-bench#159). + +use std::collections::{BTreeMap, BTreeSet}; +use std::time::Instant; + +use rqe_optimizer::analytical_cost_model::chain_ms; +use rqe_optimizer::autosketch; +use rqe_optimizer::candidates::{build_all_candidates, eligible_deployments_for, is_eligible}; +use rqe_optimizer::milp::minimize_usage_cost; +use rqe_optimizer::saturation::{AccuracySource, DataShape, SaturationCurves, COST_TABLE}; +use rqe_optimizer::usage::{usage_cost, PlanLoad}; +use rqe_optimizer::{ + accuracy_key, validate_facts, AccuracyDirection, AtomicCostEntry, AtomicCostTable, Capability, + Deployment, LabelSet, Mapping, MetricFacts, Millis, Raqe, WorkloadFacts, +}; +use serde_json::{json, Value}; + +const TRACES_TABLE: &str = "rqe-optimizer/data/autosketch-eval/table.json"; +/// Objective weights of #777 §4: CPU only, then AWS Fargate (us-east-1, +/// Linux/x86) $/vCPU-hour and $/GB-hour, so the objective reads in $/hour. +const WEIGHTS: [(&str, f64, f64); 2] = [("cpu", 1.0, 0.0), ("fargate", 0.0405, 0.00445)]; +/// A stream's scrape interval when its table gives no per-series rate: windows +/// and slides are whole seconds, and the stream's samples/s become its series +/// count. +const SCRAPE_MS: Millis = 1_000; +/// `ms` in seconds: an integer when whole, so second-grained plans read as +/// before, else fractional (an instant RQE's one-scrape window). +fn json_secs(ms: Millis) -> Value { + if ms.is_multiple_of(1000) { + json!(ms / 1000) + } else { + json!(ms as f64 / 1000.0) + } +} +const BYTES_PER_GIB: f64 = (1u64 << 30) as f64; +const SEED: u64 = 7; +/// AutoSketch's benchmark time per evaluated configuration, at the paper's +/// rate: 1–2 minutes each (NSDI '24, §5.2 and Exp#9); we take 1 minute. +const PAPER_SECS_PER_PROBE: f64 = 60.0; +/// Version 2's batch latency SLAs, ms (`--slas-ms` overrides). +const SLAS_MS: [f64; 5] = [100.0, 300.0, 1_000.0, 3_000.0, 10_000.0]; +/// Relative slack for comparing a latency with an SLA. Must equal +/// `milp::minimize_usage_cost`'s (private) slack for chains vs. its bound, so +/// "the tightest bound meets the SLA" and "the MILP has a plan" agree. +const LATENCY_SLACK: f64 = 1e-9; + +/// One workload: RQEs, one metric per stream, the cost entries each stream +/// may use, and the curves every accuracy is read from. +struct Workload { + name: String, + raqes: Vec, + facts: WorkloadFacts, + costs: BTreeMap>, + /// The metric (data) each RQE reads, by RQE id: AutoSketch benchmarks a + /// config once per metric. Tables without one read one metric per dataset. + metric_of: BTreeMap, + /// RQEs of streams with more keys than samples/s, left out. + excluded_high_cardinality: Vec, + /// The table's `covers_share` by RQE id, for RQEs that name one (`None`: + /// every group). + covers_share: BTreeMap>, + /// Facts for reading an RQE's accuracy at its smallest covered group, by + /// RQE id, for RQEs with a `covers_share` (`null` too): its stream's, + /// with the series scaled so the mean group gets that group's items. + covered_facts: BTreeMap, + /// The same, at its largest covered group. + largest_facts: BTreeMap, + curves: SaturationCurves, + notes: Vec, +} + +impl Workload { + /// The facts `r`'s accuracy is read with. + fn accuracy_facts(&self, r: &Raqe) -> &WorkloadFacts { + self.covered_facts.get(&r.id).unwrap_or(&self.facts) + } + + /// `read` at `r`'s accuracy facts, and for an RQE with a largest covered + /// group also at its, the worse in `sketch`'s direction; unknown if + /// either is. + fn worse_read( + &self, + r: &Raqe, + sketch: &str, + read: impl Fn(&WorkloadFacts) -> Option<(f64, T)>, + ) -> Option<(f64, T)> { + let smallest = read(self.accuracy_facts(r))?; + let Some(facts) = self.largest_facts.get(&r.id) else { + return Some(smallest); + }; + let largest = read(facts)?; + let largest_worse = match accuracy_key(sketch).1 { + AccuracyDirection::LowerIsBetter => largest.0 > smallest.0, + AccuracyDirection::HigherIsBetter => largest.0 < smallest.0, + }; + Some(if largest_worse { largest } else { smallest }) + } + + /// ASAP's accuracy: the planner's own lookup, and where it came from. + fn accuracy_with_source(&self, r: &Raqe, d: &Deployment) -> Option<(f64, AccuracySource)> { + self.worse_read(r, &d.config.sketch, |facts| { + self.curves.accuracy_with_source(r, d, facts) + }) + } + + /// ASAP's accuracy. + fn asap_accuracy(&self, r: &Raqe, d: &Deployment) -> Option { + self.accuracy_with_source(r, d).map(|(value, _)| value) + } + + /// AutoSketch's: one unmerged sketch per query window. + fn autosketch_accuracy(&self, r: &Raqe, c: &AtomicCostEntry) -> Option { + self.worse_read(r, &c.sketch, |facts| { + Some((self.curves.autosketch_accuracy(r, c, facts)?, ())) + }) + .map(|(value, _)| value) + } +} + +fn arg(args: &[String], name: &str) -> Option { + args.windows(2) + .find(|pair| pair[0] == name) + .map(|pair| pair[1].clone()) +} + +fn main() { + let args: Vec = std::env::args().collect(); + let out = arg(&args, "--out").expect("--out FILE is required"); + let runs: usize = arg(&args, "--runs").map_or(5, |r| r.parse().unwrap()); + let saturation_dir = arg(&args, "--saturation-dir").expect("--saturation-dir DIR is required"); + let workload = match args.get(1).map(String::as_str) { + Some("traces") => from_table( + TRACES_TABLE, + Some(&arg(&args, "--dataset").expect("--dataset")), + Some("p95".to_string()), + &saturation_dir, + ), + Some("synthetic") => from_table( + &arg(&args, "--table").expect("--table"), + None, + Some(arg(&args, "--target").expect("--target")), + &saturation_dir, + ), + _ => panic!("usage: autosketch_vs_asap (traces|synthetic) ... --out FILE"), + }; + let weights: Vec<(&str, f64, f64)> = WEIGHTS + .iter() + .copied() + .filter(|(name, ..)| { + arg(&args, "--weights").is_none_or(|list| list.split(',').any(|w| w == *name)) + }) + .collect(); + assert!( + !weights.is_empty(), + "--weights names none of {:?}", + WEIGHTS.map(|(name, ..)| name) + ); + let slas = arg(&args, "--slas-ms").map_or(SLAS_MS.to_vec(), |list| parse_slas(&list)); + let mut result = evaluate(&workload, runs, &weights, &slas); + if args.iter().any(|a| a == "--no-chosen") { + for key in ["results", "sla_results"] { + for r in result[key].as_array_mut().unwrap() { + r.as_object_mut().unwrap().remove("chosen"); + } + } + } + std::fs::write(&out, serde_json::to_string_pretty(&result).unwrap()).unwrap(); + eprintln!("wrote {out}"); +} + +// ---------------------------------------------------------------- workloads + +/// Per-capability accuracy target at accuracy level `accNN`: NN% accuracy +/// in each family's own metric (acc95 is the paper's level; `p95` names it in +/// the committed runs). Exact accumulators must have zero error. +fn strictness_target(level: &str, capability: Capability) -> f64 { + // (error bound, precision), written out so 95% is exactly 0.05. + let (error, precision) = match level { + "acc90" => (0.10, 0.90), + "acc95" | "p95" => (0.05, 0.95), + "acc99" => (0.01, 0.99), + _ => panic!("accuracy level {level}: one of acc90, acc95 (p95), acc99"), + }; + match capability { + // Error at most 1 − accuracy for rank, relative value and relative + // errors; precision at least the accuracy. + Capability::Quantile | Capability::Cardinality => error, + Capability::TopKByValue | Capability::TopKByCount => precision, + Capability::Sum + | Capability::Count + | Capability::Min + | Capability::Max + | Capability::RateOrIncrease => 0.0, + } +} + +/// The table's capability for an RQE. `traces` key queries are per-key sums +/// (`sum by (key)`), served by the cost table's exact accumulators, one per +/// key; the table lists only their sketch families, so their target falls +/// back to 0 (exact). +fn capability_of(r: &Value) -> Capability { + match (r["capability"].as_str(), r["kind"].as_str().unwrap()) { + (Some("sum"), _) | (Some("freq"), _) | (None, "keys") => Capability::Sum, + (Some("rate"), _) => Capability::RateOrIncrease, + // `topk(k, sum by (...) (...))`: ranked by summed value. + (Some("topk"), _) => Capability::TopKByValue, + (Some("quantile"), _) | (None, "values") => Capability::Quantile, + (Some("cardinality"), _) => Capability::Cardinality, + other => panic!("unknown capability {other:?}"), + } +} + +/// A top-k RQE's k, from its query id (`topk32_...`: the table names the +/// query's literal k there); `None` for other capabilities. +fn topk_k_of(r: &Value, capability: Capability) -> Option { + if !matches!( + capability, + Capability::TopKByValue | Capability::TopKByCount + ) { + return None; + } + let query = r["query_id"].as_str().unwrap(); + let digits: String = query + .strip_prefix("topk") + .unwrap_or_else(|| panic!("top-k query {query:?} names no k")) + .chars() + .take_while(char::is_ascii_digit) + .collect(); + Some( + digits + .parse() + .unwrap_or_else(|_| panic!("top-k query {query:?} names no k")), + ) +} + +/// The groups an RQE's deployment keeps one instance per. A `traces` key +/// query sums per key: one exact accumulator per key, so its groups are the +/// window's keys (the table's `groups` counts one sketch holding them all). +fn groups_of(r: &Value, capability: Capability) -> u64 { + let groups = r["label_set"]["groups"].as_u64().unwrap(); + if r["capability"].is_null() && capability == Capability::Sum { + let keys = r["label_set"]["keys_per_window"].as_f64().unwrap_or(1.0); + groups.max(keys.ceil() as u64) + } else { + groups + } +} + +/// The `hydra_saturation.csv` dataset measured with a schema metric's +/// labels, shares and values (sketch-bench `configs/datagen/hydra_*.yaml`): `http`'s +/// latency for quantiles, its user ids otherwise, and `flows`' sources. +/// `None` for any other metric, which no Hydra deployment serves. +fn hydra_dataset(metric: &str, capability: Capability) -> Option { + let dataset = match (metric.rsplit('/').next()?, capability) { + ("http", Capability::Quantile) => "hydra_http_latency", + ("http", _) => "hydra_http", + ("flows", _) => "hydra_flows", + _ => return None, + }; + Some(dataset.to_string()) +} + +fn label_set(names: &[&str]) -> LabelSet { + names.iter().map(|s| s.to_string()).collect() +} + +/// One workload of an evaluation table: `traces`'s `dataset`, or a +/// `synthetic` table's only workload. `target` sets every RQE's accuracy +/// target to that level (p95). +fn from_table( + path: &str, + dataset: Option<&str>, + target: Option, + saturation_dir: &str, +) -> Workload { + let table: Value = serde_json::from_str(&std::fs::read_to_string(path).unwrap()).unwrap(); + let dir = std::path::Path::new(saturation_dir); + let curves = SaturationCurves::load(dir) + .unwrap_or_else(|e| panic!("couldn't load saturation curves from {saturation_dir}: {e}")); + let cost_path = dir.join(COST_TABLE); + let cost_table: AtomicCostTable = + serde_json::from_str(&std::fs::read_to_string(&cost_path).unwrap_or_else(|e| { + panic!( + "couldn't read {} ({e}); run study_saturation.py --phase optimizer-cost", + cost_path.display() + ) + })) + .unwrap(); + let workload = table["workloads"] + .as_array() + .unwrap() + .iter() + .find(|w| dataset.is_none_or(|d| w["dataset"] == d)) + .unwrap_or_else(|| panic!("no workload {dataset:?} in {path}")); + let dataset = workload["dataset"].as_str().unwrap(); + let mut raqes = Vec::new(); + let mut facts = WorkloadFacts::new(); + // Queries one evaluation issues per instance, per stream (max over its RQEs). + let mut queries_per_stream: BTreeMap = BTreeMap::new(); + let mut metric_of = BTreeMap::new(); + let mut skipped_families = 0; + let mut stream_series: BTreeMap = BTreeMap::new(); + let mut covers_share = BTreeMap::new(); + let mut min_covered_share = BTreeMap::new(); + let mut max_covered_share = BTreeMap::new(); + for r in workload["rqes"].as_array().unwrap() { + let id = r["id"].as_str().unwrap().to_string(); + let metric = r["metric"].as_str().unwrap_or(dataset); + metric_of.insert(id.clone(), metric.to_string()); + let stream = match r["stream"].as_str() { + Some(stream) => format!("{dataset}/{stream}"), + None => format!( + "{}/{}/{}", + dataset, + r["query_id"].as_str().unwrap(), + r["kind"].as_str().unwrap() + ), + }; + let capability = capability_of(r); + let rate = r["label_set"]["arrival_rate_per_sec"].as_f64().unwrap(); + // A metric with a per-series rate (the synthetic gauge and counter) is + // scraped at it, so an instant RQE's one-scrape lookback holds one + // sample per series. Record metrics (http, flows) keep SCRAPE_MS. + let scrape_ms = workload["e2e"]["metrics"][metric]["samples_per_sec_per_series"] + .as_u64() + .map_or(SCRAPE_MS, |per_sec| { + assert!( + per_sec > 0 && 1_000 % per_sec == 0, + "{metric}: samples_per_sec_per_series {per_sec} must divide 1000" + ); + 1_000 / per_sec + }); + let groups = groups_of(r, capability); + // A schema metric's RQE names its grouping (its `groups` are that + // grouping's); otherwise the stream has one label `g`, the grouping. + let schema = &workload["schemas"][metric]; + let grouping: LabelSet = match r["grouping"].as_array() { + Some(labels) => labels + .iter() + .map(|l| l.as_str().unwrap().to_string()) + .collect(), + None if groups > 1 => label_set(&["g"]), + None => LabelSet::new(), + }; + // `null` covers every group, so its smallest is read too. + if let Some(share) = r.get("covers_share") { + covers_share.insert(id.clone(), share.as_f64()); + min_covered_share.insert(id.clone(), r["min_covered_share"].as_f64().unwrap()); + max_covered_share.insert(id.clone(), r["max_covered_share"].as_f64().unwrap()); + } + // One metric per stream, labels {g, x} (or the schema's and x), and + // the full label set has one series per sample per scrape interval. A stream's RQEs differ only in range and grouping, so + // take the largest per-RQE rate (conservative). Rates below `groups` + // samples/s are rounded up so every group has a series. + let series = (rate * scrape_ms as f64 / 1000.0).round() as u64; + let most = stream_series.entry(stream.clone()).or_default(); + *most = (*most).max(series); + let most = *most; + // A schema metric's full schema (its labels without `x`) and its + // groups: the product of every label's fan-out, as the generator's + // grouping_cardinality (the full set holds every child's parent). + let full_schema: Option<(LabelSet, u64)> = schema["labels"].as_array().map(|labels| { + let names = labels + .iter() + .map(|l| l["name"].as_str().unwrap().to_string()) + .collect(); + let groups = labels + .iter() + .map(|l| l["cardinality"].as_u64().unwrap()) + .product(); + (names, groups) + }); + let metric = facts.entry(stream.clone()).or_insert_with(|| { + let mut labels = full_schema + .as_ref() + .map_or_else(|| label_set(&["g"]), |(names, _)| names.clone()); + labels.insert("x".to_string()); + MetricFacts { + cardinality: [(labels.clone(), 0), (LabelSet::new(), 1)].into(), + labels, + scrape_interval_ms: scrape_ms, + value_range: None, + data_shape: BTreeMap::new(), + // A stream is one value of its metric, so one capability. + hydra_dataset: full_schema.as_ref().and_then(|(names, _)| { + Some((hydra_dataset(metric, capability)?, names.clone())) + }), + } + }); + // A stream's RQEs may see different group counts (keys per window + // grow with the range): take the largest (conservative). + let card = metric.cardinality.entry(grouping.clone()).or_default(); + *card = (*card).max(groups); + let total = metric.cardinality.get_mut(&metric.labels).unwrap(); + *total = (*total).max(series).max(groups); + // The full schema (a Hydra grid's, and its tracker's keys), capped at + // the stream's series so it doesn't make the stream high-cardinality. + if let Some((names, groups)) = full_schema { + let card = metric.cardinality.entry(names).or_default(); + *card = (*card).max(groups.min(most)); + } + // Queries one evaluation issues per instance (the table's q_r); tables + // written before it existed charge one query phase per evaluation. + let queries = r["queries_per_instance"].as_f64().unwrap_or(1.0); + let q = queries_per_stream.entry(stream.clone()).or_default(); + *q = q.max(queries); + + // The first family of the RQE's capability gives its target and the + // stream's data shape; the table rounds both to the grid. + let mut rqe_target = None; + for family in r["families"].as_array().unwrap() { + let sketch = family["sketch"].as_str().unwrap(); + if !capability.families().contains(&sketch) { + // e.g. `traces`' frequency sketches, or top-k for a sum query. + skipped_families += 1; + continue; + } + if rqe_target.is_none() { + rqe_target = Some(match target.as_deref() { + Some(level) => strictness_target(level, capability), + None => family["target"].as_f64().unwrap(), + }); + } + if let Some(shape) = data_shape(family) { + // Several RQEs of a stream: the harder side of each parameter. + metric + .data_shape + .entry(grouping.clone()) + .and_modify(|old| { + old.zipf_s = old.zipf_s.min(shape.zipf_s); + old.distinct_keys = old.distinct_keys.max(shape.distinct_keys); + old.tail_index = old.tail_index.min(shape.tail_index); + }) + .or_insert(shape); + } + } + let lookback_ms = (r["lookback_secs"].as_f64().unwrap() * 1000.0).round() as Millis; + let interval_ms = (r["interval_secs"].as_f64().unwrap() * 1000.0).round() as Millis; + // Otherwise no candidate window fits, and the RQE would be dropped as + // unservable rather than reported as a table error. + assert!( + lookback_ms.is_multiple_of(scrape_ms) && interval_ms.is_multiple_of(scrape_ms), + "{id}: lookback {lookback_ms} ms and interval {interval_ms} ms must be \ + multiples of {stream}'s {scrape_ms} ms scrape" + ); + raqes.push(Raqe { + id: id.clone(), + capability, + lookback_ms, + interval_ms, + metric: stream, + spatial_filter: String::new(), + grouping_labels: grouping, + // An RQE with no family of its capability is unservable; its + // target is never read. + accuracy_sla: rqe_target.unwrap_or(0.0), + latency_sla_ms: None, + topk_k: topk_k_of(r, capability), + accuracy_covers_share: r.get("covers_share").and_then(Value::as_f64), + }); + } + // Every stream may use every row; one evaluation runs q_r queries per + // instance. + let costs = queries_per_stream + .iter() + .map(|(stream, &queries)| { + let rows = cost_table + .iter() + .map(|row| AtomicCostEntry { + query_cpu_secs: queries * row.query_cpu_secs, + ..row.clone() + }) + .collect(); + (stream.clone(), rows) + }) + .collect(); + // A stream with more keys than samples per second can't give every key a + // series at one scrape a second, and rounding its rate up to its key count + // inflates every method's cost (Alibaba's CallGraph keys: up to 436x). + // Such streams are left out, and their RQEs listed. + let high_cardinality: BTreeSet = facts + .iter() + .filter(|(stream, m)| { + m.cardinality + .iter() + .any(|(labels, &card)| labels != &m.labels && card > stream_series[*stream]) + }) + .map(|(stream, _)| stream.clone()) + .collect(); + let excluded_high_cardinality: Vec = raqes + .iter() + .filter(|r| high_cardinality.contains(&r.metric)) + .map(|r| r.id.clone()) + .collect(); + raqes.retain(|r| !high_cardinality.contains(&r.metric)); + facts.retain(|stream, _| !high_cardinality.contains(stream)); + // Only the items per group read the series count: scaled by share·groups, + // the mean group gets the smallest (largest) covered group's items. + let scaled = |shares: &BTreeMap| { + raqes + .iter() + .filter_map(|r| { + let share = shares.get(&r.id)?; + let mut m = facts[&r.metric].clone(); + let groups = m.cardinality[&r.grouping_labels] as f64; + let series = m.cardinality.get_mut(&m.labels).unwrap(); + *series = (*series as f64 * share * groups).round() as u64; + Some((r.id.clone(), [(r.metric.clone(), m)].into())) + }) + .collect() + }; + let covered_facts = scaled(&min_covered_share); + let largest_facts = scaled(&max_covered_share); + let name = if dataset.starts_with("synthetic") { + format!("{dataset}/t{}", target.as_deref().unwrap_or("p95")) + } else { + format!("traces/{dataset}") + }; + Workload { + name, + raqes, + facts, + costs, + metric_of, + excluded_high_cardinality, + covers_share, + covered_facts, + largest_facts, + curves, + notes: vec![ + format!("{skipped_families} families skipped: they serve another capability"), + "one metric per stream: groups from the table, samples/s = max over the stream's RQEs, scraped once a second".into(), + format!("streams with more keys than samples/s, left out: {high_cardinality:?}"), + format!("costs: {COST_TABLE} under the saturation dir, one row per config"), + "data shape per stream: the families' grid_param/grid_K, the harder side over its RQEs".into(), + "query_cpu_secs = q_r queries per instance per evaluation".into(), + ], + } +} + +/// A table family's grid point as a curve key: Zipf θ and K, or the Pareto +/// tail index for quantiles. The unused fields are never read. +fn data_shape(family: &Value) -> Option { + let param = family["grid_param"].as_f64()?; + let keys = &family["grid_K"]; + match keys + .as_f64() + .or_else(|| keys.as_str().and_then(|k| k.parse().ok())) + { + Some(keys) => Some(DataShape { + zipf_s: param, + distinct_keys: keys, + tail_index: f64::INFINITY, + }), + None => Some(DataShape { + zipf_s: f64::INFINITY, + distinct_keys: 0.0, + tail_index: param, + }), + } +} + +// --------------------------------------------------------------- evaluation + +fn median(mut v: Vec) -> f64 { + v.sort_by(f64::total_cmp); + v[v.len() / 2] +} + +fn group_by_stream(raqes: &[Raqe]) -> BTreeMap<&str, Vec> { + let mut out: BTreeMap<&str, Vec> = BTreeMap::new(); + for r in raqes { + out.entry(r.metric.as_str()).or_default().push(r.clone()); + } + out +} + +/// ASAP candidates, built per stream from that stream's entries, with +/// undeployable families (Hydra) allowed. +fn candidates(w: &Workload, raqes: &[Raqe]) -> Vec { + group_by_stream(raqes) + .into_iter() + .flat_map(|(stream, group)| { + let costs = w.costs.get(stream).map_or(&[][..], Vec::as_slice); + build_all_candidates(&group, costs, &w.facts, true, &|r, d| w.asap_accuracy(r, d)) + }) + .collect() +} + +/// AutoSketch, searched per stream over that stream's entries. +fn autosketch_plan( + w: &Workload, + raqes: &[Raqe], +) -> Result> { + let mut deployments = Vec::new(); + let mut searches = Vec::new(); + let mut unservable = Vec::new(); + let mut order = Vec::new(); + for (stream, group) in group_by_stream(raqes) { + let costs = w.costs.get(stream).map_or(&[][..], Vec::as_slice); + let oracle = |r: &Raqe, c: &AtomicCostEntry| w.autosketch_accuracy(r, c); + // Undeployable families allowed, as for ASAP: AutoSketch skips + // Hydra itself (sketch-bench#159), so every method sees the same other families. + match autosketch::plan(&group, costs, SEED, true, oracle) { + Ok(plan) => { + deployments.extend(plan.deployments); + searches.extend(plan.searches); + order.extend(group.iter().map(|r| r.id.clone())); + } + Err(ids) => unservable.extend(ids), + } + } + if !unservable.is_empty() { + return Err(unservable); + } + // Back to the caller's RQE order. + let position: BTreeMap<&str, usize> = order + .iter() + .enumerate() + .map(|(i, id)| (id.as_str(), i)) + .collect(); + let mapping: Mapping = raqes.iter().map(|r| position[r.id.as_str()]).collect(); + Ok(autosketch::AutoSketchPlan { + deployments, + mapping, + searches, + }) +} + +/// Whether `d` serves `r` as a roll-up: a non-Hydra deployment at another +/// grouping (one that serves `r` is strictly finer). A Hydra grid answers any +/// subgrouping directly. +fn is_rollup(r: &Raqe, d: &Deployment) -> bool { + !d.properties().answers_any_subgrouping && d.grouping_labels != r.grouping_labels +} + +/// A plan priced by use (`usage::usage_cost`): its cost, CPU and memory by +/// part, its latency (the longest chain) and each RQE's choice. +fn summarize( + w: &Workload, + raqes: &[Raqe], + deployments: &[Deployment], + mapping: &Mapping, + w_cpu: f64, + w_mem: f64, +) -> Value { + let load = PlanLoad::new(raqes, deployments, mapping, &w.facts); + let cost = usage_cost(&load, w_cpu, w_mem); + let secs = |ms: Millis| ms as f64 / 1000.0; + let gib = |bytes: f64| bytes / BYTES_PER_GIB; + let ingest_cpu: f64 = load.deployments.iter().map(|d| d.ingest_cpu).sum(); + let compaction_cpu: f64 = load + .deployments + .iter() + .map(|d| d.compaction_secs / secs(d.slide_ms)) + .sum(); + let query_cpu: f64 = load + .queries + .iter() + .map(|q| q.work_secs / secs(q.interval_ms)) + .sum(); + let ingest_bytes: f64 = load.deployments.iter().map(|d| d.ingest_bytes).sum(); + let storage_bytes: f64 = load.deployments.iter().map(|d| d.storage_bytes).sum(); + let compaction_bytes: f64 = load + .deployments + .iter() + .map(|d| d.compaction_bytes * d.compaction_secs / secs(d.slide_ms)) + .sum(); + let query_bytes: f64 = load + .queries + .iter() + .map(|q| q.memory_bytes * q.work_secs / secs(q.interval_ms)) + .sum(); + let latencies: Vec = load.queries.iter().map(|q| q.chain_ms).collect(); + let active: BTreeSet = mapping.iter().copied().collect(); + let hydra_rqes = mapping + .iter() + .filter(|&&d| deployments[d].properties().answers_any_subgrouping) + .count(); + let rolled_up_rqes = raqes + .iter() + .zip(mapping) + .filter(|(r, &d)| is_rollup(r, &deployments[d])) + .count(); + let chosen: Vec = raqes + .iter() + .zip(mapping) + .zip(&latencies) + .map(|((r, &di), &latency)| { + let d = &deployments[di]; + let mut choice = json!({ + "rqe": r.id, + "sketch": d.config.sketch, + "params": d.config.sketch_config["params"], + "window_secs": json_secs(d.window_ms), + "slide_secs": json_secs(d.slide_ms), + "merged_shards": r.lookback_ms / d.window_ms, + "ingest_workers": rqe_optimizer::analytical_cost_model::ingest_workers(d, &w.facts), + "latency_ms": latency, + "deployment": di, + "asap_accuracy": w.asap_accuracy(r, d), + "accuracy_source": w + .accuracy_with_source(r, d) + .map(|(_, source)| format!("{source:?}")), + }); + // A roll-up or a Hydra grid: the deployment is grouped finer than + // the RQE. + if d.grouping_labels != r.grouping_labels { + choice["deployment_grouping"] = json!(d.grouping_labels); + } + if let Some(share) = w.covers_share.get(&r.id) { + choice["covers_share"] = json!(share); + } + choice + }) + .collect(); + let mut v = json!({ + "objective": cost.value, + "cpu": cost.cpu, + "gib": gib(cost.bytes), + "cpu_parts": {"ingest": ingest_cpu, "compaction": compaction_cpu, "query": query_cpu}, + "gib_parts": { + "ingest": gib(ingest_bytes), + "storage": gib(storage_bytes), + "compaction": gib(compaction_bytes), + "query": gib(query_bytes), + }, + "latency_ms": cost.latency_ms, + "median_latency_ms": (!latencies.is_empty()).then(|| median(latencies.clone())), + "active_deployments": active.len(), + "rolled_up_rqes": rolled_up_rqes, + "chosen": chosen, + }); + // Only workloads Hydra may serve report it, so others read as before. + if w.facts.values().any(|m| m.hydra_dataset.is_some()) { + v["hydra_rqes"] = json!(hydra_rqes); + } + v +} + +/// `--slas-ms`: comma-separated SLAs in ms, each positive and finite. +fn parse_slas(list: &str) -> Vec { + let slas: Vec = list + .split(',') + .map(|x| { + let sla: f64 = x + .trim() + .parse() + .unwrap_or_else(|_| panic!("--slas-ms: {x:?} is not a number")); + assert!( + sla.is_finite() && sla > 0.0, + "--slas-ms: {x:?} must be positive" + ); + sla + }) + .collect(); + assert!(!slas.is_empty(), "--slas-ms is empty"); + slas +} + +/// Whether a latency meets an SLA, with [`LATENCY_SLACK`]. A method has a plan +/// at an SLA iff its tightest feasible bound meets it. +fn meets_sla(latency_ms: f64, sla_ms: f64) -> bool { + latency_ms <= sla_ms * (1.0 + LATENCY_SLACK) +} + +/// Points on each method's cost–latency frontier: bounds log-spaced from the +/// tightest feasible one to the unbounded plan's latency. +const FRONTIER_POINTS: usize = 12; + +/// The tightest latency bound any plan over `candidates` can meet: the +/// largest, over RQEs, of each RQE's fastest chain among its (allowed) +/// eligible candidates. +fn tightest_bound_ms( + w: &Workload, + raqes: &[Raqe], + candidates: &[Deployment], + allowed: Option<&[Vec]>, +) -> f64 { + let accuracy = |r: &Raqe, d: &Deployment| w.asap_accuracy(r, d); + raqes + .iter() + .enumerate() + .map(|(i, r)| { + eligible_deployments_for(r, candidates, &w.facts, &accuracy) + .into_iter() + .filter(|d| allowed.is_none_or(|allowed| allowed[i].contains(d))) + .map(|d| chain_ms(r, &candidates[d], &w.facts)) + .fold(f64::INFINITY, f64::min) + }) + .fold(0.0, f64::max) +} + +/// `n` bounds log-spaced over `[lo, hi]`, plus `extra` when it falls inside. +fn frontier_bounds(lo: f64, hi: f64, n: usize, extra: f64) -> Vec { + let mut bounds: Vec = if hi > lo && lo > 0.0 { + (0..n) + .map(|k| lo * (hi / lo).powf(k as f64 / (n - 1) as f64)) + .collect() + } else { + vec![lo] + }; + if extra >= lo && extra < hi { + bounds.push(extra); + } + bounds.sort_by(f64::total_cmp); + bounds +} + +/// Every method's plan for `w`, priced by use at each weight setting, with +/// its latency (`rqe-optimizer/docs/rqe_optimizer_cost_model.md`, "Cost by use and batch +/// latency"): version 1 (no latency constraint; frontier) in `results`, +/// version 2 (each SLA of `slas`) in `sla_results`. +fn evaluate(w: &Workload, runs: usize, weights: &[(&str, f64, f64)], slas: &[f64]) -> Value { + let asap_accuracy = |r: &Raqe, d: &Deployment| w.asap_accuracy(r, d); + // Drop RQEs that either method cannot serve, so both plan the same batch. + let all_candidates = candidates(w, &w.raqes); + let asap_unservable: Vec = w + .raqes + .iter() + .filter(|r| { + eligible_deployments_for(r, &all_candidates, &w.facts, &asap_accuracy).is_empty() + }) + .map(|r| r.id.clone()) + .collect(); + let autosketch_unservable = autosketch_plan(w, &w.raqes).err().unwrap_or_default(); + let dropped: BTreeSet = asap_unservable + .iter() + .chain(&autosketch_unservable) + .cloned() + .collect(); + let raqes: Vec = w + .raqes + .iter() + .filter(|r| !dropped.contains(&r.id)) + .cloned() + .collect(); + eprintln!( + "{}: {} RQEs, {} dropped", + w.name, + raqes.len(), + dropped.len() + ); + if let Err(problems) = validate_facts(&raqes, &w.facts) { + panic!("invalid facts: {problems:?}"); + } + for (r, facts) in raqes.iter().flat_map(|r| { + [&w.covered_facts, &w.largest_facts] + .into_iter() + .filter_map(move |f| Some((r, f.get(&r.id)?))) + }) { + if let Err(problems) = validate_facts(std::slice::from_ref(r), facts) { + panic!("invalid covered facts: {problems:?}"); + } + } + + // AutoSketch: one plan, independent of the weights. + let mut search_secs = Vec::new(); + let mut plan = None; + for _ in 0..runs { + let started = Instant::now(); + plan = Some(autosketch_plan(w, &raqes).expect("servable RQEs only")); + search_secs.push(started.elapsed().as_secs_f64()); + } + let plan = plan.unwrap(); + let probes: usize = plan.searches.iter().map(|s| s.probes.len()).sum(); + // The distinct probed (metric, config) pairs and the data shape each is + // benchmarked on: AutoSketch benchmarks a config once per metric, on that + // metric's data. sketch-bench/scripts/autosketch_benchmark_time.py times them. + let mut probed_configs = BTreeMap::new(); + for s in &plan.searches { + let r = raqes.iter().find(|r| r.id == s.raqe_id).unwrap(); + let shape = w.facts[&r.metric].data_shape.get(&r.grouping_labels); + for &p in &s.probes { + let c = &w.costs[&r.metric][p]; + let metric = &w.metric_of[&r.id]; + probed_configs + .entry(format!( + "{metric}/{}/{}", + c.sketch, c.sketch_config["params"] + )) + .or_insert_with(|| { + json!({ + "metric": metric, + "sketch": c.sketch, + "params": c.sketch_config["params"], + "zipf_s": shape.map(|d| d.zipf_s), + "distinct_keys": shape.map(|d| d.distinct_keys), + "tail_index": shape.map(|d| d.tail_index), + }) + }); + } + } + let distinct_probes = probed_configs.len(); + let paper_secs = distinct_probes as f64 * PAPER_SECS_PER_PROBE; + + // ASAP's candidates, for the whole batch. + let mut build_secs = Vec::new(); + let mut asap_candidates = Vec::new(); + for _ in 0..runs { + let started = Instant::now(); + asap_candidates = candidates(w, &raqes); + build_secs.push(started.elapsed().as_secs_f64()); + } + // PerQuery's: each RQE's own candidates, as separate copies, so no two + // RQEs share a deployment. + let started = Instant::now(); + let mut perquery_candidates: Vec = Vec::new(); + let mut allowed: Vec> = Vec::new(); + for r in &raqes { + let own = candidates(w, std::slice::from_ref(r)); + allowed.push((perquery_candidates.len()..perquery_candidates.len() + own.len()).collect()); + perquery_candidates.extend(own); + } + let perquery_build_secs = started.elapsed().as_secs_f64(); + // ASAP without roll-ups: ASAP's candidates, each RQE kept off any finer + // non-Hydra deployment. + let norollup_allowed: Vec> = raqes + .iter() + .map(|r| { + (0..asap_candidates.len()) + .filter(|&d| !is_rollup(r, &asap_candidates[d])) + .collect() + }) + .collect(); + + // AutoSketch's plan ignores the weights and latency: one point. + let auto_latency_ms = usage_cost( + &PlanLoad::new(&raqes, &plan.deployments, &plan.mapping, &w.facts), + 1.0, + 0.0, + ) + .latency_ms; + let asap_tightest = tightest_bound_ms(w, &raqes, &asap_candidates, None); + let perquery_tightest = tightest_bound_ms(w, &raqes, &perquery_candidates, Some(&allowed)); + let norollup_tightest = tightest_bound_ms(w, &raqes, &asap_candidates, Some(&norollup_allowed)); + + let mut results = Vec::new(); + let mut sla_results = Vec::new(); + let mut sanity = Vec::new(); + for &(weight_name, w_cpu, w_mem) in weights { + let solve = + |candidates: &[Deployment], allowed: Option<&[Vec]>, bound: Option| { + let started = Instant::now(); + let solved = minimize_usage_cost( + &raqes, + candidates, + &w.facts, + w_cpu, + w_mem, + &asap_accuracy, + allowed, + bound, + ); + (solved, started.elapsed().as_secs_f64()) + }; + // ASAP unbounded: the cheapest plan, timed over `runs`. + let mut solve_secs = Vec::new(); + let mut solution = None; + for _ in 0..runs { + let (solved, secs) = solve(&asap_candidates, None, None); + solve_secs.push(secs); + solution = Some(solved); + } + let asap = match solution.unwrap() { + Ok(s) => { + let mut v = summarize(w, &raqes, &asap_candidates, &s.mapping, w_cpu, w_mem); + v["planning_secs"] = json!(median(build_secs.clone()) + median(solve_secs.clone())); + v["candidate_build_secs"] = json!(median(build_secs.clone())); + v["milp_solve_secs"] = json!(median(solve_secs.clone())); + v["candidates"] = json!(asap_candidates.len()); + v + } + Err(e) => json!({"error": e.to_string()}), + }; + let (norollup, norollup_solve_secs) = + solve(&asap_candidates, Some(&norollup_allowed), None); + let norollup = match norollup { + Ok(s) => { + let mut v = summarize(w, &raqes, &asap_candidates, &s.mapping, w_cpu, w_mem); + v["planning_secs"] = json!(median(build_secs.clone()) + norollup_solve_secs); + v["candidates"] = json!(asap_candidates.len()); + v + } + Err(e) => json!({"error": e.to_string()}), + }; + let (perquery, perquery_solve_secs) = solve(&perquery_candidates, Some(&allowed), None); + let mut perq = match perquery { + Ok(s) => summarize(w, &raqes, &perquery_candidates, &s.mapping, w_cpu, w_mem), + Err(e) => json!({"error": e.to_string()}), + }; + perq["planning_secs"] = json!(perquery_solve_secs + perquery_build_secs); + let mut auto = summarize(w, &raqes, &plan.deployments, &plan.mapping, w_cpu, w_mem); + auto["planning_secs"] = json!(median(search_secs.clone())); + auto["probes"] = json!(probes); + auto["benchmark_secs_paper_rate"] = json!(paper_secs); + + // ASAP costs no more than without roll-ups, which costs no more than + // PerQuery (whose own candidates are at each RQE's grouping or + // Hydra), nor than AutoSketch when every AutoSketch choice is one ASAP + // could make. + let cost = |v: &Value| v["objective"].as_f64(); + // `sanity` gets a violation of `cheaper <= dearer`, both solved. + let ordered = |sanity: &mut Vec, + at: Value, + cheaper: (&str, &Value), + dearer: (&str, &Value)| { + if let (Some(a), Some(b)) = (cost(cheaper.1), cost(dearer.1)) { + if a > b * (1.0 + 1e-6) { + let mut v = json!({"check": format!("{} <= {}", cheaper.0, dearer.0), "weights": weight_name, (cheaper.0): a, (dearer.0): b}); + v.as_object_mut() + .unwrap() + .extend(at.as_object().unwrap().clone()); + sanity.push(v); + } + } + }; + for (cheaper, dearer) in [ + (("asap", &asap), ("asap-norollup", &norollup)), + (("asap-norollup", &norollup), ("perquery", &perq)), + (("asap", &asap), ("perquery", &perq)), + ] { + ordered(&mut sanity, json!({}), cheaper, dearer); + } + if let (Some(a), Some(b)) = (cost(&asap), cost(&auto)) { + let not_eligible: Vec<&str> = raqes + .iter() + .zip(&plan.mapping) + .filter(|(r, &d)| !is_eligible(r, &plan.deployments[d], &w.facts, &asap_accuracy)) + .map(|(r, _)| r.id.as_str()) + .collect(); + if not_eligible.is_empty() && a > b * (1.0 + 1e-6) { + sanity.push(json!({"check": "asap <= autosketch", "weights": weight_name, "asap": a, "autosketch": b})); + } + } + if [&asap, &norollup, &perq] + .iter() + .any(|v| v.get("error").is_some()) + { + sanity.push(json!({"check": "every method solves", "weights": weight_name, "asap": asap.get("error"), "asap-norollup": norollup.get("error"), "perquery": perq.get("error")})); + } + + // The frontiers: the cheapest plan at most `L` slow, for a sweep of + // `L` from the tightest feasible bound to the unbounded latency, and + // at AutoSketch's latency. + for (method, candidates, allowed, tightest, unbounded) in [ + ("asap", &asap_candidates, None, asap_tightest, &asap), + ( + "asap-norollup", + &asap_candidates, + Some(&norollup_allowed[..]), + norollup_tightest, + &norollup, + ), + ( + "perquery", + &perquery_candidates, + Some(&allowed[..]), + perquery_tightest, + &perq, + ), + ] { + let Some(hi) = unbounded["latency_ms"].as_f64() else { + continue; + }; + let mut previous: Option = None; + for bound in frontier_bounds(tightest, hi, FRONTIER_POINTS, auto_latency_ms) { + let (solved, secs) = solve(candidates, allowed, Some(bound)); + let mut v = match solved { + Ok(s) => summarize(w, &raqes, candidates, &s.mapping, w_cpu, w_mem), + Err(e) => json!({"error": e.to_string()}), + }; + // A looser bound never costs more. + if let (Some(prev), Some(now)) = (previous, cost(&v)) { + if now > prev * (1.0 + 1e-6) { + sanity.push(json!({"check": "frontier is monotone", "method": method, "weights": weight_name, "bound_ms": bound})); + } + } + previous = cost(&v).or(previous); + v["method"] = json!(method); + v["weights"] = json!(weight_name); + v["bound_ms"] = json!(bound); + v["milp_solve_secs"] = json!(secs); + v["rqes"] = json!(raqes.len()); + results.push(v); + } + } + // Version 2: at each SLA, the cheapest plan whose batch latency meets + // it; AutoSketch's one plan, with whether it meets it. + for &sla in slas { + let mut at_sla = Vec::new(); + for (method, candidates, allowed, tightest) in [ + ("asap", &asap_candidates, None, asap_tightest), + ( + "asap-norollup", + &asap_candidates, + Some(&norollup_allowed[..]), + norollup_tightest, + ), + ( + "perquery", + &perquery_candidates, + Some(&allowed[..]), + perquery_tightest, + ), + ] { + let mut v = if meets_sla(tightest, sla) { + let (solved, secs) = solve(candidates, allowed, Some(sla)); + let mut v = match solved { + Ok(s) => summarize(w, &raqes, candidates, &s.mapping, w_cpu, w_mem), + Err(e) => json!({"error": e.to_string()}), + }; + v["milp_solve_secs"] = json!(secs); + v["infeasible"] = json!(false); + if v.get("error").is_some() + || v["latency_ms"].as_f64().is_some_and(|l| !meets_sla(l, sla)) + { + sanity.push(json!({"check": "plan meets the SLA", "method": method, "weights": weight_name, "sla_ms": sla, "latency_ms": v.get("latency_ms"), "error": v.get("error")})); + } + v + } else { + json!({"infeasible": true, "tightest_bound_ms": tightest}) + }; + v["method"] = json!(method); + at_sla.push(v); + } + for (i, j) in [(0, 1), (1, 2), (0, 2)] { + ordered( + &mut sanity, + json!({"sla_ms": sla}), + (at_sla[i]["method"].as_str().unwrap(), &at_sla[i]), + (at_sla[j]["method"].as_str().unwrap(), &at_sla[j]), + ); + } + let mut v = auto.clone(); + v["meets_sla"] = json!(meets_sla(auto_latency_ms, sla)); + v["method"] = json!("autosketch"); + at_sla.push(v); + for mut v in at_sla { + v["weights"] = json!(weight_name); + v["sla_ms"] = json!(sla); + v["rqes"] = json!(raqes.len()); + sla_results.push(v); + } + } + + for (method, value) in [ + ("asap", asap), + ("asap-norollup", norollup), + ("autosketch", auto), + ("perquery", perq), + ] { + let mut v = value; + v["method"] = json!(method); + v["weights"] = json!(weight_name); + v["bound_ms"] = Value::Null; + v["rqes"] = json!(raqes.len()); + results.push(v); + } + } + json!({ + "workload": w.name, + "rqes": raqes.len(), + "dropped_unservable": {"asap": asap_unservable, "autosketch": autosketch_unservable}, + "excluded_high_cardinality": w.excluded_high_cardinality, + "streams": raqes.iter().map(|r| &r.metric).collect::>().len(), + "runs": runs, + "notes": w.notes, + "cost_model": "w_cpu * AUC(CPU) + w_mem * AUC(memory), billed by use; latency = longest chain, reported", + "weights": weights.iter().map(|&(name, w_cpu, w_mem)| { + json!({"name": name, "w_cpu": w_cpu, "w_mem": w_mem}) + }).collect::>(), + "frontier": { + "points": FRONTIER_POINTS, + "asap_tightest_bound_ms": asap_tightest, + "perquery_tightest_bound_ms": perquery_tightest, + "asap_norollup_tightest_bound_ms": norollup_tightest, + "autosketch_latency_ms": auto_latency_ms, + }, + "autosketch": { + "probes": probes, + "search_secs": median(search_secs), + "distinct_probes": distinct_probes, + "probed_configs": probed_configs.values().collect::>(), + "benchmark_secs_paper_rate": paper_secs, + }, + "sla_grid_ms": slas, + "sanity_violations": sanity, + "results": results, + "sla_results": sla_results, + }) +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn a_trace_key_query_keeps_one_accumulator_per_key() { + let key_query = + json!({"kind": "keys", "label_set": {"groups": 1, "keys_per_window": 26019.0}}); + assert_eq!(groups_of(&key_query, capability_of(&key_query)), 26019); + let quantile = + json!({"kind": "values", "label_set": {"groups": 1, "keys_per_window": 5.0}}); + assert_eq!(groups_of(&quantile, capability_of(&quantile)), 1); + let synthetic = json!({"capability": "sum", "kind": "keys", "label_set": {"groups": 10, "keys_per_window": 1e4}}); + assert_eq!(groups_of(&synthetic, Capability::Sum), 10); + } + + #[test] + fn topk_k_comes_from_the_query_id() { + let r = json!({"query_id": "topk32_sum_by_label0_sum_over_time"}); + assert_eq!(topk_k_of(&r, Capability::TopKByValue), Some(32)); + let r = json!({"query_id": "topk100_x"}); + assert_eq!(topk_k_of(&r, Capability::TopKByValue), Some(100)); + assert_eq!(topk_k_of(&r, Capability::Quantile), None); + } + + #[test] + fn slas_parse_and_reject_nonsense() { + assert_eq!(parse_slas("100, 1000,2.5"), vec![100.0, 1000.0, 2.5]); + for bad in ["", "0", "-5", "inf", "fast"] { + assert!( + std::panic::catch_unwind(|| parse_slas(bad)).is_err(), + "{bad:?}" + ); + } + } + + #[test] + fn a_method_has_a_plan_at_an_sla_iff_its_tightest_bound_meets_it() { + assert!(meets_sla(100.0, 100.0)); + // Float residue in summing µs-scale work is not a miss. + assert!(meets_sla(100.0 * (1.0 + 1e-12), 100.0)); + assert!(!meets_sla(100.1, 100.0)); + } + + /// A saturation dir with the committed cost table and inline HLL curves + /// (each lg_k, uniform over 1e6 keys), so the test runs without the + /// study's (gitignored) curves. `tag` keeps parallel tests' dirs apart. + fn hll_saturation_dir(tag: &str) -> std::path::PathBuf { + let dir = std::env::temp_dir().join(format!("hll-saturation-{tag}-{}", std::process::id())); + let costs = concat!( + env!("CARGO_MANIFEST_DIR"), + "/results/autosketch-vs-asap-inputs/saturation/optimizer_cost/rqe_atomic_costs.json" + ); + std::fs::create_dir_all(dir.join("optimizer_cost")).unwrap(); + std::fs::copy(costs, dir.join(COST_TABLE)).unwrap(); + for run in ["out_grid_1e7_cost", "out_1e9"] { + let mut summary = "family,sketch,config,dist,param,cardinality,n_sat,final_error,\ + error_metric,insert_cpu_secs,merge_cpu_secs,query_cpu_secs,memory_bytes\n" + .to_string(); + let mut curve = + "family,sketch,config,dist,param,cardinality,n,seed_mean_error,seed_se\n" + .to_string(); + for lg_k in [12, 14, 16].iter().filter(|_| run == "out_grid_1e7_cost") { + let point = format!("cardinality,hll,lg_k={lg_k},zipf,0.0,1000000"); + summary += &format!("{point},1000,0.01,relative_error,,,,\n"); + for n in ["1000", "100000", "10000000"] { + curve += &format!("{point},{n},0.01,0.0\n"); + } + } + std::fs::create_dir_all(dir.join(run)).unwrap(); + std::fs::write(dir.join(run).join("saturation.csv"), summary).unwrap(); + std::fs::write(dir.join(run).join("saturation_curve.csv"), curve).unwrap(); + } + dir + } + + /// An HLL RQE on `http`'s user ids, grouped by `grouping`. + fn http_rqe(grouping: &[&str], groups: u64, covers: Option, smallest: f64) -> Value { + json!({ + "id": format!("t/{}", grouping.join(",")), "query_id": "q", "kind": "keys", + "capability": "cardinality", "metric": "http", "stream": "http/user_id", + "grouping": grouping, "covers_share": covers, "min_covered_share": smallest, + "max_covered_share": 0.5, + "lookback_secs": 300, "interval_secs": 60, "queries_per_instance": 1, + "label_set": {"groups": groups, "arrival_rate_per_sec": 2e6}, + "families": [{"family": "hll", "sketch": "hll", "target": 0.02, + "grid_param": 0.0, "grid_K": 1e6}], + }) + } + + /// A workload of `rqes` on the `http` schema, on [`hll_saturation_dir`]. + fn http_workload(tag: &str, rqes: Vec) -> Workload { + let table = json!({"workloads": [{ + "dataset": "synthetic/test", + "schemas": {"http": http_schema()}, + "rqes": rqes, + }]}); + let inputs = hll_saturation_dir(tag); + let path = inputs.join("table.json"); + std::fs::write(&path, table.to_string()).unwrap(); + let w = from_table( + path.to_str().unwrap(), + None, + Some("p95".into()), + inputs.to_str().unwrap(), + ); + std::fs::remove_dir_all(&inputs).unwrap(); + w + } + + /// The unbounded plan of `method` at the first weight setting. + fn unbounded<'a>(result: &'a Value, method: &str) -> &'a Value { + result["results"] + .as_array() + .unwrap() + .iter() + .find(|r| r["method"] == method && r["bound_ms"].is_null()) + .unwrap() + } + + #[test] + fn a_schema_stream_carries_every_grouping_and_rolls_up() { + let w = http_workload( + "schema", + vec![ + http_rqe(&["region"], 4, Some(0.05), 0.05), + http_rqe(&["region", "service"], 100, None, 0.001), + ], + ); + let facts = &w.facts["synthetic/test/http/user_id"]; + assert_eq!( + facts.labels, + label_set(&["region", "service", "endpoint", "status", "x"]) + ); + assert_eq!(facts.cardinality[&label_set(&["region"])], 4); + assert_eq!(facts.cardinality[&label_set(&["region", "service"])], 100); + assert_eq!(facts.cardinality[&facts.labels], 2_000_000); + // Hydra reads `http`'s user ids over its full schema, at each RQE's + // coverage. + let (dataset, schema) = facts.hydra_dataset.as_ref().unwrap(); + assert_eq!(dataset, "hydra_http"); + assert_eq!( + schema, + &label_set(&["region", "service", "endpoint", "status"]) + ); + assert_eq!(facts.cardinality[schema], 4 * 25 * 25 * 4); + let covers: Vec<_> = w.raqes.iter().map(|r| r.accuracy_covers_share).collect(); + assert_eq!(covers, [Some(0.05), None]); + // Accuracy is read at the smallest covered group's items: 5% of the + // stream's, so 4 · 5% of the series for {region}'s mean group. + let covered = &w.covered_facts["t/region"]["synthetic/test/http/user_id"]; + assert_eq!(covered.cardinality[&covered.labels], 400_000); + // `null` covers every group: 100 · 0.1% of the series. + let every = &w.covered_facts["t/region,service"]["synthetic/test/http/user_id"]; + assert_eq!(every.cardinality[&every.labels], 200_000); + // One {region, service} deployment serves both RQEs. + let result = evaluate(&w, 1, &WEIGHTS[..1], &[1e4]); + let asap = unbounded(&result, "asap"); + assert_eq!(asap["active_deployments"], 1); + let coarse = &asap["chosen"][0]; + assert_eq!(coarse["rqe"], "t/region"); + assert_eq!(coarse["deployment_grouping"], json!(["region", "service"])); + assert_eq!(coarse["covers_share"], 0.05); + // No hydra_saturation.csv: Hydra serves nothing, and says so. + assert_eq!(asap["hydra_rqes"], 0); + } + + /// Without roll-ups, the coarse RQE needs its own deployment, which costs + /// more than reading the fine one; every method counts its roll-ups. + #[test] + fn forbidding_roll_ups_costs_more_only_where_one_applies() { + let cost = |v: &Value| v["objective"].as_f64().unwrap(); + let w = http_workload( + "rollup", + vec![ + http_rqe(&["region"], 4, Some(0.05), 0.05), + http_rqe(&["region", "service"], 100, None, 0.001), + ], + ); + let result = evaluate(&w, 1, &WEIGHTS[..1], &[1e4]); + assert_eq!(result["sanity_violations"], json!([])); + let [asap, norollup, perquery] = + ["asap", "asap-norollup", "perquery"].map(|m| unbounded(&result, m)); + assert_eq!(asap["rolled_up_rqes"], 1); + assert_eq!(norollup["rolled_up_rqes"], 0); + assert_eq!(perquery["rolled_up_rqes"], 0); + assert_eq!(norollup["active_deployments"], 2); + assert!(cost(asap) < cost(norollup), "{asap} vs {norollup}"); + assert!(cost(norollup) <= cost(perquery) * (1.0 + 1e-6)); + // The ablation has a frontier and a plan at each SLA, like ASAP. + let norollup_rows = |key: &str| { + result[key] + .as_array() + .unwrap() + .iter() + .filter(|r| r["method"] == "asap-norollup") + .count() + }; + assert!(norollup_rows("results") > 1); + assert_eq!(norollup_rows("sla_results"), 1); + + // {region} and {service}: neither serves the other, so the two agree. + let w = http_workload( + "no-rollup", + vec![ + http_rqe(&["region"], 4, Some(0.05), 0.05), + http_rqe(&["service"], 25, Some(0.05), 0.01), + ], + ); + let result = evaluate(&w, 1, &WEIGHTS[..1], &[1e4]); + assert_eq!(result["sanity_violations"], json!([])); + let [asap, norollup] = ["asap", "asap-norollup"].map(|m| unbounded(&result, m)); + assert_eq!(asap["rolled_up_rqes"], 0); + assert_eq!(cost(asap), cost(norollup)); + } + + /// The generator's `http` schema: endpoint fans out under service. + fn http_schema() -> Value { + json!({"labels": [ + {"name": "region", "cardinality": 4}, + {"name": "service", "cardinality": 25}, + {"name": "endpoint", "cardinality": 25, "child_of": "service"}, + {"name": "status", "cardinality": 4}, + ]}) + } + + /// `flows`' distinct sources and `http`'s p99 latency each get a Hydra + /// grid over their full schema, from the cost rows measured on their own + /// dataset. `flows`' 3e6 schema groups exceed its 1e6 series, so its + /// cardinality is capped there and the stream kept. + #[test] + fn flows_and_http_latency_get_a_full_schema_hydra_grid() { + use rqe_optimizer::candidates::build_all_candidates_unpruned; + let rqe = |id: &str, + metric: &str, + value: &str, + capability: &str, + grouping: &[&str], + groups: u64, + rate: f64| { + let (sketch, target) = if capability == "quantile" { + ("kll-percall", 0.05) + } else { + ("hll", 0.02) + }; + json!({ + "id": id, "query_id": "q", "kind": "keys", "capability": capability, + "metric": metric, "stream": format!("{metric}/{value}"), "grouping": grouping, + "covers_share": null, "min_covered_share": 0.01, "max_covered_share": 0.5, + "lookback_secs": 300, "interval_secs": 60, "queries_per_instance": 1, + "label_set": {"groups": groups, "arrival_rate_per_sec": rate}, + "families": [{"sketch": sketch, "target": target}], + }) + }; + let flows = json!({"labels": [ + {"name": "dst_subnet", "cardinality": 1000}, + {"name": "dst_port", "cardinality": 1000}, + {"name": "proto", "cardinality": 3}, + ]}); + let table = json!({"workloads": [{ + "dataset": "synthetic/test", + "schemas": {"flows": flows, "http": http_schema()}, + "rqes": [ + rqe("t11", "flows", "src_ip", "cardinality", &["dst_subnet"], 1000, 1e6), + rqe("t16", "http", "latency", "quantile", &["service"], 25, 2e6), + ], + }]}); + let path = std::env::temp_dir().join(format!("hydra-table-{}.json", std::process::id())); + std::fs::write(&path, table.to_string()).unwrap(); + // The committed cost table plus a Hydra row per (variant, dataset), + // one measured on `http`'s user ids, which `flows` must not use. + let inputs = hll_saturation_dir("hydra"); + let mut costs: AtomicCostTable = + serde_json::from_str(&std::fs::read_to_string(inputs.join(COST_TABLE)).unwrap()) + .unwrap(); + let hydra = |from: &str, sketch: &str, dataset: &str| { + let mut row = costs.iter().find(|c| c.sketch == from).unwrap().clone(); + row.sketch = sketch.into(); + row.measured_at.dataset = Some(dataset.into()); + row + }; + let rows = [ + hydra("hll", "hydra-hll", "hydra_flows"), + hydra("hll", "hydra-univmon-cardinality", "hydra_http"), + hydra("kll-percall", "hydra-kll", "hydra_http_latency"), + ]; + costs.extend(rows); + std::fs::write( + inputs.join(COST_TABLE), + serde_json::to_string(&costs).unwrap(), + ) + .unwrap(); + let w = from_table(path.to_str().unwrap(), None, None, inputs.to_str().unwrap()); + std::fs::remove_file(&path).unwrap(); + std::fs::remove_dir_all(&inputs).unwrap(); + assert!(w.excluded_high_cardinality.is_empty()); + let flows_facts = &w.facts["synthetic/test/flows/src_ip"]; + let full = label_set(&["dst_subnet", "dst_port", "proto"]); + assert_eq!(flows_facts.cardinality[&full], 1_000_000); + let hydra: Vec = group_by_stream(&w.raqes) + .into_iter() + .flat_map(|(stream, group)| { + build_all_candidates_unpruned(&group, &w.costs[stream], &w.facts, true) + }) + .filter(|d| d.properties().answers_any_subgrouping) + .collect(); + // A grid finer than its RQE is not a roll-up; a per-group sketch there + // would be. + let t11 = &w.raqes[0]; + let grid = hydra.iter().find(|d| d.metric == t11.metric).unwrap(); + assert!(!is_rollup(t11, grid)); + let mut per_group = grid.clone(); + per_group.config.sketch = "hll".into(); + assert!(is_rollup(t11, &per_group)); + let grids: BTreeSet<(String, LabelSet)> = hydra + .into_iter() + .map(|d| (d.config.sketch, d.grouping_labels)) + .collect(); + assert_eq!( + grids, + BTreeSet::from([ + ("hydra-hll".to_string(), full), + ( + "hydra-kll".to_string(), + label_set(&["region", "service", "endpoint", "status"]) + ), + ]) + ); + } + + #[test] + fn hydra_reads_the_dataset_shaped_like_the_metric() { + let at = |metric| hydra_dataset(metric, Capability::Cardinality); + assert_eq!(at("http").as_deref(), Some("hydra_http")); + assert_eq!(at("data_1/http").as_deref(), Some("hydra_http")); + assert_eq!(at("flows").as_deref(), Some("hydra_flows")); + assert_eq!( + hydra_dataset("http", Capability::Quantile).as_deref(), + Some("hydra_http_latency") + ); + assert_eq!(at("data"), None); + } + + /// `r`'s HLL accuracy (ASAP's, AutoSketch's) and the reads at its + /// smallest and largest covered groups, on curves with `errors` at N = + /// 1e3 .. 1e7; `r` covers groups of 1% and 50% of a 1000 samples/s + /// stream (3e3 and 1.5e5 items per 5m window, read at the worse of the + /// bracketing N). A classic RQE on another + /// stream reads the mean group alone. + fn covered_reads(errors: [f64; 5]) -> [Option; 4] { + let inputs = hll_saturation_dir(&format!("{errors:?}")); + let mut curve = + "family,sketch,config,dist,param,cardinality,n,seed_mean_error,seed_se\n".to_string(); + for lg_k in [12, 14, 16] { + for (n, error) in ["1e3", "1e4", "1e5", "1e6", "1e7"].iter().zip(errors) { + curve += &format!("cardinality,hll,lg_k={lg_k},zipf,0.0,1000000,{n},{error},0.0\n"); + } + } + let curves = inputs + .join("out_grid_1e7_cost") + .join("saturation_curve.csv"); + std::fs::write(curves, curve).unwrap(); + let rqe = |id: &str, stream: &str, extra: Value| { + let mut r = json!({ + "id": id, "query_id": "q", "kind": "keys", "capability": "cardinality", + "stream": stream, "lookback_secs": 300, "interval_secs": 60, + "queries_per_instance": 1, + "label_set": {"groups": 4, "arrival_rate_per_sec": 1000.0}, + "families": [{"family": "hll", "sketch": "hll", "target": 0.02, + "grid_param": 0.0, "grid_K": 1e6}], + }); + r.as_object_mut() + .unwrap() + .extend(extra.as_object().unwrap().clone()); + r + }; + let table = json!({"workloads": [{ + "dataset": "synthetic/test", + "schemas": {"http": {"labels": [{"name": "region", "cardinality": 4}]}}, + "rqes": [ + rqe("covered", "http/user_id", json!({ + "metric": "http", "grouping": ["region"], "covers_share": 0.01, + "min_covered_share": 0.01, "max_covered_share": 0.5})), + rqe("classic", "classic/user_id", json!({})), + ], + }]}); + let path = inputs.join("table.json"); + std::fs::write(&path, table.to_string()).unwrap(); + let w = from_table( + path.to_str().unwrap(), + None, + Some("p95".into()), + inputs.to_str().unwrap(), + ); + std::fs::remove_dir_all(&inputs).unwrap(); + let [covered, classic] = [&w.raqes[0], &w.raqes[1]]; + let hll = |r: &Raqe| { + let costs = &w.costs[&r.metric]; + rqe_optimizer::candidates::build_all_candidates_unpruned( + std::slice::from_ref(r), + costs, + &w.facts, + false, + ) + .into_iter() + .find(|d| d.config.sketch == "hll") + .unwrap() + }; + // A classic RQE: the mean group's read, as before. + let d = hll(classic); + assert!(!w.largest_facts.contains_key(&classic.id)); + assert_eq!( + w.asap_accuracy(classic, &d), + w.curves.accuracy(classic, &d, &w.facts) + ); + assert_eq!( + w.autosketch_accuracy(classic, &d.config), + w.curves.autosketch_accuracy(classic, &d.config, &w.facts) + ); + let d = hll(covered); + let autosketch = w.autosketch_accuracy(covered, &d.config); + assert_eq!(autosketch, w.asap_accuracy(covered, &d)); + [ + w.asap_accuracy(covered, &d), + autosketch, + w.curves.accuracy(covered, &d, &w.covered_facts["covered"]), + w.curves.accuracy(covered, &d, &w.largest_facts["covered"]), + ] + } + + #[test] + fn a_covered_rqe_is_held_to_the_worse_of_its_smallest_and_largest_group() { + // Relative error: a 3% target accepts at most 0.03. + let at = |target: f64, error: Option| error.unwrap() <= target; + // Error grows with N (sketch-bench#189): the largest group rejects what the + // smallest accepts. + let [asap, autosketch, smallest, largest] = covered_reads([0.01, 0.01, 0.05, 0.05, 0.05]); + assert!(at(0.03, smallest) && !at(0.03, largest)); + assert_eq!((asap, autosketch), (largest, largest)); + assert!(!at(0.03, asap)); + // Error falls with N: the smallest group rejects. + let [asap, autosketch, smallest, largest] = covered_reads([0.05, 0.05, 0.01, 0.01, 0.01]); + assert!(!at(0.03, smallest) && at(0.03, largest)); + assert_eq!((asap, autosketch), (smallest, smallest)); + } + + #[test] + fn each_level_in_each_familys_metric() { + assert_eq!(strictness_target("p95", Capability::Sum), 0.0); + assert_eq!(strictness_target("p95", Capability::RateOrIncrease), 0.0); + assert_eq!(strictness_target("p95", Capability::Quantile), 0.05); + assert_eq!(strictness_target("p95", Capability::TopKByValue), 0.95); + assert_eq!(strictness_target("acc95", Capability::Quantile), 0.05); + assert_eq!(strictness_target("acc90", Capability::Cardinality), 0.10); + assert_eq!(strictness_target("acc99", Capability::Quantile), 0.01); + assert_eq!(strictness_target("acc99", Capability::TopKByCount), 0.99); + assert_eq!(strictness_target("acc99", Capability::Max), 0.0); + } +} diff --git a/rqe-optimizer/examples/small_problem.rs b/rqe-optimizer/examples/small_problem.rs new file mode 100644 index 00000000..19907648 --- /dev/null +++ b/rqe-optimizer/examples/small_problem.rs @@ -0,0 +1,603 @@ +//! Toy instance, solved end to end: builds candidates, brute-forces +//! every feasible mapping, scores each one, then reports the +//! Pareto-optimal subset. Picking one mapping *off* the Pareto front is still +//! the parked scalarization question (problem statement, "Open for later"). +//! +//! Cost data is real, not fabricated: `sketch-bench/scripts/study_saturation.py --phase +//! optimizer-cost` measures it via `sketch-bench`/`aqpbm-cli` and writes +//! [`COST_TABLE`] under the saturation directory, an `AtomicCostTable` +//! loaded here verbatim -- no translation layer, since +//! `rqe_optimizer::Deployment` embeds `AtomicCostEntry` directly. +//! +//! Every other number this example uses (RAQE definitions, metric labels, +//! cardinalities and scrape intervals) lives in the two tables below +//! (`facts`, `raqes`) and nowhere else in this file. +//! +//! Sketch accuracy comes from the saturation study's curves, not the cost +//! table (sketch-bench#156). Pass `--saturation-dir DIR` (required), the directory +//! holding `out_grid_1e7_cost/`, `out_1e9/` and the cost table from +//! `sketch-bench/scripts/study_saturation.py` (sketch-bench#174). +//! +//! Do not run this example +//! with no mode flag on a large workload: eager mode retains every feasible +//! mapping and can exhaust memory. Use `--milp`, `--candidates-only`, or +//! `--sample-mappings N` instead. Add +//! `--candidates-only` to inspect candidate pruning safely, without starting +//! mapping enumeration. Streaming mode logs progress every one million +//! mappings by default; pass `--progress-every N` to change that interval or +//! `--print-first N` to display example mappings. `--milp` minimizes +//! `w_cpu · CPU + w_mem · memory GiB` without enumerating mappings; set the +//! weights with `--w-cpu X --w-mem Y` (default 1 and 0). Repeat +//! `--latency-sla RAQE_ID=MS` to impose MILP latency SLAs. +//! `--sample-mappings N` prints N feasible mappings and exits. +//! `--allow-undeployable-families` also plans with measured families +//! ASAPQuery can't deploy (dd, univmon-*, countsketch-heap). + +use std::collections::BTreeSet; +use std::time::Instant; + +use rqe_optimizer::analytical_cost_model::{score, PlanCost}; +use rqe_optimizer::candidates::{ + build_all_candidates, build_all_candidates_unpruned, eligible_deployments_for, +}; +use rqe_optimizer::enumerate::{brute_force, for_each_mapping, for_each_mapping_while, unservable}; +use rqe_optimizer::milp::{minimize, Objective}; +use rqe_optimizer::pareto::{pareto_front, ParetoFront}; +use rqe_optimizer::saturation::{DataShape, SaturationCurves, COST_TABLE}; +use rqe_optimizer::{ + validate_facts, AtomicCostTable, Capability, Deployment, LabelSet, MetricFacts, Raqe, + WorkloadFacts, +}; + +const REQUESTS: &str = "http_requests_total"; +const DURATION: &str = "http_request_duration_seconds"; + +fn label_set(names: &[&str]) -> LabelSet { + names.iter().map(|s| s.to_string()).collect() +} + +/// The directory after `flag`; panics with `what` when it's absent. +fn required_dir(flag: &str, what: &str) -> String { + let args: Vec<_> = std::env::args().collect(); + args.iter() + .position(|arg| arg == flag) + .map(|index| { + args.get(index + 1) + .unwrap_or_else(|| panic!("{flag} requires a directory")) + .clone() + }) + .unwrap_or_else(|| panic!("{flag} DIR is required ({what})")) +} + +fn saturation_dir() -> String { + required_dir( + "--saturation-dir", + "holding out_grid_1e7_cost/, out_1e9/ and the cost table from sketch-bench/scripts/study_saturation.py", + ) +} + +fn load_saturation_curves() -> SaturationCurves { + SaturationCurves::load(std::path::Path::new(&saturation_dir())) + .unwrap_or_else(|e| panic!("couldn't load saturation curves: {e}")) +} + +fn load_cost_table() -> AtomicCostTable { + let path = std::path::Path::new(&saturation_dir()).join(COST_TABLE); + let raw = std::fs::read_to_string(&path).unwrap_or_else(|e| { + panic!( + "couldn't read {} ({e}) -- run \ + `sketch-bench/scripts/study_saturation.py --phase optimizer-cost --out DIR/optimizer_cost` \ + first to generate it", + path.display() + ) + }); + serde_json::from_str(&raw) + .unwrap_or_else(|e| panic!("{} isn't a valid AtomicCostTable: {e}", path.display())) +} + +/// Both metrics: 5 services × 10 endpoints × 600 pods = 30,000 series +/// scraped every 15 s, so `λ` = 2,000 samples/sec each. Durations range from +/// 1 ms to 60 s, which sizes DDSketch. The data +/// shapes stand in for fits over a real dataset; the worst group's keys +/// exceed the average group's pods. +fn facts() -> WorkloadFacts { + let http_metric_facts = |value_range| MetricFacts { + labels: label_set(&["service", "endpoint", "pod"]), + scrape_interval_ms: 15_000, + cardinality: [ + (label_set(&["service"]), 5), + (label_set(&["service", "endpoint"]), 50), + (label_set(&["service", "endpoint", "pod"]), 30_000), + ] + .into(), + value_range, + data_shape: [ + (label_set(&["service"]), data_shape(10_000.0)), + (label_set(&["service", "endpoint"]), data_shape(1_000.0)), + ] + .into(), + hydra_dataset: None, + }; + [ + (REQUESTS.to_string(), http_metric_facts(None)), + (DURATION.to_string(), http_metric_facts(Some((0.001, 60.0)))), + ] + .into() +} + +fn data_shape(distinct_keys: f64) -> DataShape { + DataShape { + zipf_s: 1.1, + distinct_keys, + tail_index: 1.5, + } +} + +/// Each RAQE's `accuracy_sla` is checked against the metric its candidate +/// family reports (`rqe_optimizer::family_properties`): rank error for KLL, +/// relative value error for DDSketch, relative error for the exact counter +/// and HLL, precision@k for top-k. +/// +/// Request rate is served by an exact counter accumulator, so its error +/// should be zero; the bound is there to reject anything that isn't. +fn raqes() -> Vec { + let se = label_set(&["service", "endpoint"]); + let s = label_set(&["service"]); + let requests = || REQUESTS.to_string(); + let duration = || DURATION.to_string(); + vec![ + Raqe { + id: "req_rate_1h".to_string(), + capability: Capability::RateOrIncrease, + lookback_ms: 3_600_000, + interval_ms: 60_000, + metric: requests(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.1, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "req_rate_1d".to_string(), + capability: Capability::RateOrIncrease, + lookback_ms: 86_400_000, + interval_ms: 60_000, + metric: requests(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.1, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "req_rate_5m_tick".to_string(), + capability: Capability::RateOrIncrease, + lookback_ms: 3_600_000, + interval_ms: 300_000, + metric: requests(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.1, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "latency_p99_1h".to_string(), + capability: Capability::Quantile, + lookback_ms: 3_600_000, + interval_ms: 60_000, + metric: duration(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.05, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "latency_p99_6h_tick".to_string(), + capability: Capability::Quantile, + lookback_ms: 21_600_000, + interval_ms: 300_000, + metric: duration(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.05, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + // Shares KLL with the per-endpoint p99s by rolling up. + Raqe { + id: "latency_p99_1h_by_service".to_string(), + capability: Capability::Quantile, + lookback_ms: 3_600_000, + interval_ms: 60_000, + metric: duration(), + spatial_filter: String::new(), + grouping_labels: s.clone(), + accuracy_sla: 0.05, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "latency_p99_1d".to_string(), + capability: Capability::Quantile, + lookback_ms: 86_400_000, + interval_ms: 60_000, + metric: duration(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.05, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + Raqe { + id: "distinct_services_1h".to_string(), + capability: Capability::Cardinality, + lookback_ms: 3_600_000, + interval_ms: 60_000, + metric: requests(), + spatial_filter: String::new(), + grouping_labels: s.clone(), + accuracy_sla: 0.1, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + // The higher-is-better case: top-k's metric is precision@k, so 0.9 is + // a *floor*, not a ceiling on error. Served by cms-heap, whose measured precision is + // 1.0 at both configs under the zipf workload (it was 0.0 at both + // under uniform -- top-k is meaningless without real skew). + Raqe { + id: "top_endpoints_1h".to_string(), + capability: Capability::TopKByValue, + lookback_ms: 3_600_000, + interval_ms: 60_000, + metric: requests(), + spatial_filter: String::new(), + grouping_labels: se.clone(), + accuracy_sla: 0.9, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + }, + ] +} + +fn positive_integer_flag(name: &str, default: u64) -> u64 { + let args: Vec<_> = std::env::args().collect(); + match args.iter().position(|arg| arg == name) { + Some(index) => args + .get(index + 1) + .unwrap_or_else(|| panic!("{name} requires a positive integer")) + .parse::() + .ok() + .filter(|&value| value > 0) + .unwrap_or_else(|| panic!("{name} requires a positive integer")), + None => default, + } +} + +fn print_mapping( + mapping_number: u64, + mapping: &[usize], + raqes: &[Raqe], + deployments: &[Deployment], +) { + println!("mapping {mapping_number}:"); + for (raqe, &deployment_index) in raqes.iter().zip(mapping) { + let deployment = &deployments[deployment_index]; + println!( + " {} -> {} {} (x={}ms, y={}ms)", + raqe.id, + deployment.config.sketch, + deployment.config.sketch_config, + deployment.window_ms, + deployment.slide_ms, + ); + } +} + +fn print_deployment(label: &str, deployment: &rqe_optimizer::Deployment) { + println!( + "{label}: {} {} {} by {:?} (x={}ms, y={}ms)", + deployment.config.sketch, + deployment.config.sketch_config, + deployment.metric, + deployment.grouping_labels, + deployment.window_ms, + deployment.slide_ms, + ); +} + +/// Only `--milp` enforces latency SLAs, so every other mode rejects the flag. +/// `--candidates-only` and `--sample-mappings` run before the MILP branch. +fn apply_latency_slas(raqes: &mut [Raqe]) { + let args: Vec<_> = std::env::args().collect(); + let has = |flag: &str| args.iter().any(|arg| arg == flag); + assert!( + !has("--latency-sla") + || (has("--milp") && !has("--candidates-only") && !has("--sample-mappings")), + "--latency-sla is only enforced with --milp, without --candidates-only or --sample-mappings" + ); + for pair in args.windows(2).filter(|pair| pair[0] == "--latency-sla") { + let (id, ms) = pair[1] + .split_once('=') + .unwrap_or_else(|| panic!("--latency-sla expects RAQE_ID=MS")); + let ms = ms + .parse::() + .ok() + .filter(|value| value.is_finite() && *value > 0.0) + .unwrap_or_else(|| { + panic!("latency SLA must be a finite positive number of milliseconds") + }); + let raqe = raqes + .iter_mut() + .find(|raqe| raqe.id == id) + .unwrap_or_else(|| panic!("unknown RAQE in --latency-sla: {id}")); + assert!( + raqe.latency_sla_ms.replace(ms).is_none(), + "duplicate latency SLA for {id}" + ); + } +} + +fn weight_flag(name: &str, default: f64) -> f64 { + let args: Vec<_> = std::env::args().collect(); + match args.iter().position(|arg| arg == name) { + Some(index) => args + .get(index + 1) + .and_then(|value| value.parse::().ok()) + .filter(|value| *value >= 0.0) + .unwrap_or_else(|| panic!("{name} requires a non-negative number")), + None => default, + } +} + +fn print_plan_cost(label: &str, plan_cost: &PlanCost) { + println!( + "{label}: cpu={:.3e} cpu-sec/sec, memory={:.1}MB", + plan_cost.cpu_secs_per_sec(), + plan_cost.memory_bytes() / 1e6, + ); + for (phase, cost) in [ + ("ingest", &plan_cost.ingest), + ("merge", &plan_cost.merge), + ("query", &plan_cost.query), + ("storage", &plan_cost.storage), + ] { + println!( + " {phase:<7} cpu={:.3e} memory={:.1}MB", + cost.cpu_secs_per_sec, + cost.memory_bytes / 1e6, + ); + } +} + +/// Flag parsing above only looks up known names, so a typo would be ignored +/// silently; reject anything unrecognized instead. +fn reject_unknown_args() { + const SWITCHES: &[&str] = &[ + "--allow-undeployable-families", + "--candidates-only", + "--milp", + "--streaming", + ]; + const WITH_VALUE: &[&str] = &[ + "--latency-sla", + "--print-candidates", + "--print-first", + "--progress-every", + "--sample-mappings", + "--saturation-dir", + "--w-cpu", + "--w-mem", + ]; + let mut args = std::env::args().skip(1); + while let Some(arg) = args.next() { + if WITH_VALUE.contains(&arg.as_str()) { + args.next(); + } else if !SWITCHES.contains(&arg.as_str()) { + panic!("unknown argument: {arg}"); + } + } +} + +fn main() { + reject_unknown_args(); + let candidates_only = std::env::args().any(|arg| arg == "--candidates-only"); + let mut raqes = raqes(); + apply_latency_slas(&mut raqes); + let cost_table = load_cost_table(); + let curves = load_saturation_curves(); + let check = curves.check_cost_table(&cost_table); + for row in &check.unchecked { + eprintln!("cost table vs. saturation curves, unchecked: {row}"); + } + if !check.mismatched.is_empty() { + panic!( + "the cost table disagrees with the saturation curves: {:#?}", + check.mismatched + ); + } + let facts = facts(); + if let Err(problems) = validate_facts(&raqes, &facts) { + panic!("invalid workload facts: {problems:#?}"); + } + let accuracy = |raqe: &Raqe, deployment: &Deployment| curves.accuracy(raqe, deployment, &facts); + + let allow_undeployable = std::env::args().any(|arg| arg == "--allow-undeployable-families"); + let unpruned_count = candidates_only.then(|| { + build_all_candidates_unpruned(&raqes, &cost_table, &facts, allow_undeployable).len() + }); + let deployments = + build_all_candidates(&raqes, &cost_table, &facts, allow_undeployable, &accuracy); + println!( + "{} RAQEs, {} candidate deployments (from {} real cost-table rows)", + raqes.len(), + deployments.len(), + cost_table.len(), + ); + + if let Some(unpruned_count) = unpruned_count { + println!( + "candidate dominance: {unpruned_count} generated -> {} retained ({} removed)", + deployments.len(), + unpruned_count - deployments.len(), + ); + let mut possible_mappings = Some(1_u64); + for raqe in &raqes { + let eligible = eligible_deployments_for(raqe, &deployments, &facts, &accuracy); + println!(" {}: {} eligible deployments", raqe.id, eligible.len()); + possible_mappings = possible_mappings.and_then(|count| { + count.checked_mul(eligible.len().try_into().expect("usize fits in u64")) + }); + } + match possible_mappings { + Some(count) => println!("Cartesian mapping space: {count}"), + None => println!("Cartesian mapping space: exceeds u64"), + } + let print_candidates = positive_integer_flag("--print-candidates", 0); + for (index, deployment) in deployments + .iter() + .take(usize::try_from(print_candidates).expect("u64 fits in usize")) + .enumerate() + { + print_deployment(&format!("candidate {index}"), deployment); + } + return; + } + + let missing = unservable(&raqes, &deployments, &facts, &accuracy); + if !missing.is_empty() { + println!("unservable (no eligible deployment): {missing:?}"); + return; + } + + let sample_mappings = positive_integer_flag("--sample-mappings", 0); + if sample_mappings > 0 { + let mut printed = 0; + let result = for_each_mapping_while(&raqes, &deployments, &facts, &accuracy, |mapping| { + printed += 1; + print_mapping(printed, mapping, &raqes, &deployments); + printed < sample_mappings + }); + println!( + "printed {} feasible mapping sample(s); enumeration {}", + result.visited, + if result.completed { + "completed" + } else { + "stopped early" + }, + ); + return; + } + + if std::env::args().any(|arg| arg == "--milp") { + let objective = Objective::AUCCost { + w_cpu: weight_flag("--w-cpu", 1.0), + w_mem: weight_flag("--w-mem", 0.0), + }; + let solution = minimize(&raqes, &deployments, &facts, objective, &accuracy) + .expect("small_problem MILP should be feasible"); + println!( + "MILP solution for {objective:?}: {:.3e}", + objective.value(&solution.plan_cost) + ); + print_plan_cost(" totals", &solution.plan_cost); + for (index, planned) in solution.deployments.iter().enumerate() { + print_deployment(&format!("deployment {index}"), &planned.deployment); + println!( + " retained_instances={} key_tracker={}", + planned.retained_instance_count, + planned.deployment.key_tracker.is_some(), + ); + } + for ((raqe, planned), latency) in raqes + .iter() + .zip(&solution.raqes) + .zip(&solution.plan_cost.query_latency_ms) + { + let served_by = &solution.deployments[planned.deployment].deployment; + let roll_up = if served_by.grouping_labels == raqe.grouping_labels { + String::new() + } else { + format!( + " rolls up {:?} -> {:?}", + served_by.grouping_labels, raqe.grouping_labels + ) + }; + println!( + " {} -> deployment {} merged_instances={} query_latency={latency:.3e} ms{roll_up}", + raqe.id, planned.deployment, planned.merged_instance_count, + ); + } + return; + } + + if std::env::args().any(|arg| arg == "--streaming") { + let mut front = ParetoFront::new(); + let progress_every = positive_integer_flag("--progress-every", 1_000_000); + let print_first = positive_integer_flag("--print-first", 0); + let started = Instant::now(); + let mut processed = 0_u64; + let mapping_count = for_each_mapping(&raqes, &deployments, &facts, &accuracy, |mapping| { + front.consider(mapping, score(&raqes, &deployments, mapping, &facts)); + processed += 1; + if processed <= print_first { + print_mapping(processed, mapping, &raqes, &deployments); + } + if processed.is_multiple_of(progress_every) { + let elapsed_secs = started.elapsed().as_secs_f64(); + eprintln!( + "progress: {processed} mappings in {elapsed_secs:.1}s ({:.0}/sec), {} on frontier", + processed as f64 / elapsed_secs.max(f64::MIN_POSITIVE), + front.entries().len(), + ); + } + }); + println!( + "streamed {mapping_count} feasible mappings in {:.1}s; {} remain on the Pareto front", + started.elapsed().as_secs_f64(), + front.entries().len(), + ); + return; + } + + eprintln!( + "WARNING: eager mode will retain every feasible mapping. For larger workloads, use --milp, \ + --candidates-only, or --sample-mappings N instead." + ); + let mappings = brute_force(&raqes, &deployments, &facts, &accuracy); + println!("{} feasible full mappings", mappings.len()); + + let plan_costs: Vec<_> = mappings + .iter() + .map(|m| score(&raqes, &deployments, m, &facts)) + .collect(); + let front = pareto_front(&plan_costs); + println!("{} on the Pareto front\n", front.len()); + + let mut front = front; + front.sort_unstable(); + for &i in &front { + let plan_cost = &plan_costs[i]; + let distinct_deployments: BTreeSet = mappings[i].iter().copied().collect(); + print_plan_cost( + &format!("mapping {i}: {} deployments", distinct_deployments.len()), + plan_cost, + ); + for (raqe, latency) in raqes.iter().zip(&plan_cost.query_latency_ms) { + let raqe_id = &raqe.id; + println!(" {raqe_id}: query_latency={latency:.3e} ms"); + } + } +} diff --git a/rqe-optimizer/examples/workload_scenarios.rs b/rqe-optimizer/examples/workload_scenarios.rs new file mode 100644 index 00000000..45261445 --- /dev/null +++ b/rqe-optimizer/examples/workload_scenarios.rs @@ -0,0 +1,510 @@ +//! How the optimal deployment moves as the query workload changes: query +//! types, groupings, lookbacks, repetition intervals, and accuracy and +//! latency SLAs. Each sweep steps one knob of a base workload; every step is +//! one workload solved with the MILP and printed as the deployments it runs +//! and the queries each one serves. +//! +//! A deployment serves only queries with its own capability and metric, and +//! its own grouping or, for a family that merges across groups, a subset of +//! it (a roll-up; `candidates::is_eligible`). So the mixed-type sweeps cost +//! the same as solving each part alone, while the mixed-grouping sweeps can +//! share one fine deployment across groupings. +//! +//! Run: +//! `cargo run --release -p rqe-optimizer --example workload_scenarios -- +//! --saturation-dir DIR [--w-cpu X] [--w-mem Y] +//! [--allow-undeployable-families] [--sweep NAME]` + +use rqe_optimizer::candidates::build_all_candidates; +use rqe_optimizer::enumerate::unservable; +use rqe_optimizer::milp::{minimize, Objective}; +use rqe_optimizer::saturation::{DataShape, SaturationCurves, COST_TABLE}; +use rqe_optimizer::{ + accuracy_key, validate_facts, AtomicCostTable, Capability, Deployment, LabelSet, MetricFacts, + Raqe, WorkloadFacts, +}; + +const MINUTE_MS: u64 = 60_000; +const HOUR_MS: u64 = 60 * MINUTE_MS; +const DAY_MS: u64 = 24 * HOUR_MS; + +const REQUESTS: &str = "http_requests_total"; +const DURATION: &str = "http_request_duration_seconds"; +/// The lookback × interval sweep's queries each read their own metric, so +/// none of them share a deployment. +const PER_SERVICE_METRIC_COUNT: usize = 10; + +fn per_service_metric(service_index: usize) -> String { + format!("service_{service_index}_request_duration_seconds") +} + +fn label_set(names: &[&str]) -> LabelSet { + names.iter().map(|name| name.to_string()).collect() +} + +fn by_service() -> LabelSet { + label_set(&["service"]) +} + +fn by_service_endpoint() -> LabelSet { + label_set(&["service", "endpoint"]) +} + +/// One query, with a default accuracy SLA for its capability. Each candidate +/// checks the SLA against its own family's accuracy metric +/// (`rqe_optimizer::accuracy_key`). Sweeps adjust the returned value. +fn query( + id: &str, + capability: Capability, + metric: &str, + grouping_labels: LabelSet, + lookback_ms: u64, + interval_ms: u64, +) -> Raqe { + let accuracy_sla = match capability { + Capability::Quantile => 0.05, + Capability::TopKByValue => 0.9, + _ => 0.1, + }; + Raqe { + id: id.to_string(), + capability, + lookback_ms, + interval_ms, + metric: metric.to_string(), + spatial_filter: String::new(), + grouping_labels, + accuracy_sla, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } +} + +fn p99(id: &str, lookback_ms: u64) -> Raqe { + query( + id, + Capability::Quantile, + DURATION, + by_service_endpoint(), + lookback_ms, + MINUTE_MS, + ) +} + +fn distinct_endpoints(id: &str, lookback_ms: u64) -> Raqe { + query( + id, + Capability::Cardinality, + REQUESTS, + by_service(), + lookback_ms, + MINUTE_MS, + ) +} + +/// p99 latency over three lookbacks of one metric: candidates for sharing +/// one deployment. +fn shared_p99_workload() -> Vec { + vec![ + p99("p99_1h", HOUR_MS), + p99("p99_6h", 6 * HOUR_MS), + p99("p99_1d", DAY_MS), + ] +} + +/// Distinct endpoints per service over three lookbacks of one metric. +fn shared_distinct_workload() -> Vec { + vec![ + distinct_endpoints("distinct_1h", HOUR_MS), + distinct_endpoints("distinct_6h", 6 * HOUR_MS), + distinct_endpoints("distinct_1d", DAY_MS), + ] +} + +struct Scenario { + label: String, + raqes: Vec, +} + +struct Sweep { + name: &'static str, + description: &'static str, + scenarios: Vec, +} + +fn lookback_interval_sweep() -> Sweep { + let mut scenarios = Vec::new(); + for lookback_ms in [5 * MINUTE_MS, HOUR_MS, 6 * HOUR_MS, DAY_MS, 7 * DAY_MS] { + for interval_ms in [15_000, MINUTE_MS, 5 * MINUTE_MS] { + let raqes = (0..PER_SERVICE_METRIC_COUNT) + .map(|service_index| { + query( + &format!("p99_service_{service_index}"), + Capability::Quantile, + &per_service_metric(service_index), + by_service_endpoint(), + lookback_ms, + interval_ms, + ) + }) + .collect(); + scenarios.push(Scenario { + label: format!( + "lookback {} interval {}", + duration_label(lookback_ms), + duration_label(interval_ms) + ), + raqes, + }); + } + } + Sweep { + name: "lookback-interval", + description: "10 p99 queries on distinct metrics, all with one lookback and interval", + scenarios, + } +} + +fn mixed_grouping_sweep() -> Sweep { + let p99_by = |grouping_labels: LabelSet, id: &str| { + query( + id, + Capability::Quantile, + DURATION, + grouping_labels, + HOUR_MS, + MINUTE_MS, + ) + }; + let by_service_query = || p99_by(by_service(), "p99_1h_by_service"); + let by_service_endpoint_query = || p99_by(by_service_endpoint(), "p99_1h_by_endpoint"); + Sweep { + name: "mixed-grouping", + description: "1h p99 by (service), by (service, endpoint), and both together", + scenarios: vec![ + Scenario { + label: "by service".to_string(), + raqes: vec![by_service_query()], + }, + Scenario { + label: "by service, endpoint".to_string(), + raqes: vec![by_service_endpoint_query()], + }, + Scenario { + label: "both".to_string(), + raqes: vec![by_service_query(), by_service_endpoint_query()], + }, + ], + } +} + +fn mixed_type_sweep() -> Sweep { + let rate = || { + query( + "rate_1h", + Capability::RateOrIncrease, + REQUESTS, + by_service_endpoint(), + HOUR_MS, + MINUTE_MS, + ) + }; + let quantile = || p99("p99_1h", HOUR_MS); + let distinct = || distinct_endpoints("distinct_1h", HOUR_MS); + let top_endpoints = || { + query( + "topk_1h", + Capability::TopKByValue, + REQUESTS, + by_service_endpoint(), + HOUR_MS, + MINUTE_MS, + ) + }; + let alone = |raqe: Raqe| Scenario { + label: format!("{} alone", raqe.id), + raqes: vec![raqe], + }; + Sweep { + name: "mixed-type", + description: "1h rate, p99, distinct count and top-k, alone and together", + scenarios: vec![ + alone(rate()), + alone(quantile()), + alone(distinct()), + alone(top_endpoints()), + Scenario { + label: "rate + p99 + distinct".to_string(), + raqes: vec![rate(), quantile(), distinct()], + }, + Scenario { + label: "all four".to_string(), + raqes: vec![rate(), quantile(), distinct(), top_endpoints()], + }, + ], + } +} + +fn latency_sla_sweep() -> Sweep { + let scenarios = [None, Some(5.0), Some(2.0), Some(1.0), Some(0.5), Some(0.2)] + .into_iter() + .map(|latency_sla_ms| { + let mut raqes = shared_p99_workload(); + raqes[0].latency_sla_ms = latency_sla_ms; + Scenario { + label: match latency_sla_ms { + Some(limit) => format!("p99_1h latency <= {limit} ms"), + None => "no latency SLA".to_string(), + }, + raqes, + } + }) + .collect(); + Sweep { + name: "latency-sla", + description: "p99 over 1h/6h/1d of one metric; tighten the latency SLA of p99_1h", + scenarios, + } +} + +fn accuracy_sla_sweep() -> Sweep { + let tightened = |mut raqes: Vec, accuracy_sla: f64| { + raqes[0].accuracy_sla = accuracy_sla; + Scenario { + label: format!("{} accuracy SLA {accuracy_sla}", raqes[0].id), + raqes, + } + }; + let quantile_scenarios = [0.05, 0.01, 0.005, 0.002, 0.001] + .into_iter() + .map(|accuracy_sla| tightened(shared_p99_workload(), accuracy_sla)); + let distinct_scenarios = [0.1, 0.05, 0.02, 0.01] + .into_iter() + .map(|accuracy_sla| tightened(shared_distinct_workload(), accuracy_sla)); + Sweep { + name: "accuracy-sla", + description: "p99 and distinct count over 1h/6h/1d of one metric; tighten the 1h query's accuracy SLA", + scenarios: quantile_scenarios.chain(distinct_scenarios).collect(), + } +} + +/// Every metric: 5 services × 10 endpoints × 600 pods = 30,000 series scraped +/// every 15 s, as in `small_problem`. Durations range from 1 ms to 60 s. +fn facts() -> WorkloadFacts { + let metric_facts = |value_range| MetricFacts { + labels: label_set(&["service", "endpoint", "pod"]), + scrape_interval_ms: 15_000, + cardinality: [ + (by_service(), 5), + (by_service_endpoint(), 50), + (label_set(&["service", "endpoint", "pod"]), 30_000), + ] + .into(), + value_range, + data_shape: [ + (by_service(), data_shape(10_000.0)), + (by_service_endpoint(), data_shape(1_000.0)), + ] + .into(), + hydra_dataset: None, + }; + let duration_range = Some((0.001, 60.0)); + let per_service_metrics = (0..PER_SERVICE_METRIC_COUNT).map(|service_index| { + ( + per_service_metric(service_index), + metric_facts(duration_range), + ) + }); + [ + (REQUESTS.to_string(), metric_facts(None)), + (DURATION.to_string(), metric_facts(duration_range)), + ] + .into_iter() + .chain(per_service_metrics) + .collect() +} + +fn data_shape(distinct_keys: f64) -> DataShape { + DataShape { + zipf_s: 1.1, + distinct_keys, + tail_index: 1.5, + } +} + +/// The flag's value, or `None` when the flag is absent. +fn flag_value(flag: &str) -> Option { + let args: Vec<_> = std::env::args().collect(); + let index = args.iter().position(|arg| arg == flag)?; + Some( + args.get(index + 1) + .unwrap_or_else(|| panic!("{flag} requires a value")) + .clone(), + ) +} + +fn weight_flag(flag: &str, default: f64) -> f64 { + flag_value(flag).map_or(default, |value| { + value + .parse::() + .ok() + .filter(|weight| *weight >= 0.0) + .unwrap_or_else(|| panic!("{flag} requires a non-negative number")) + }) +} + +fn reject_unknown_args() { + const SWITCHES: &[&str] = &["--allow-undeployable-families"]; + const WITH_VALUE: &[&str] = &["--saturation-dir", "--sweep", "--w-cpu", "--w-mem"]; + let mut args = std::env::args().skip(1); + while let Some(arg) = args.next() { + if WITH_VALUE.contains(&arg.as_str()) { + args.next(); + } else if !SWITCHES.contains(&arg.as_str()) { + panic!("unknown argument: {arg}"); + } + } +} + +fn saturation_dir() -> String { + flag_value("--saturation-dir").expect("--saturation-dir DIR is required") +} + +fn load_cost_table() -> AtomicCostTable { + let path = std::path::Path::new(&saturation_dir()).join(COST_TABLE); + let raw = std::fs::read_to_string(&path) + .unwrap_or_else(|e| panic!("couldn't read {} ({e})", path.display())); + serde_json::from_str(&raw) + .unwrap_or_else(|e| panic!("{} isn't a valid AtomicCostTable: {e}", path.display())) +} + +fn load_saturation_curves(cost_table: &AtomicCostTable) -> SaturationCurves { + let curves = SaturationCurves::load(std::path::Path::new(&saturation_dir())) + .unwrap_or_else(|e| panic!("couldn't load saturation curves: {e}")); + // ponytail: warn rather than panic, since a config with no curve is never + // eligible; panic like small_problem once the cost export matches the grid. + let check = curves.check_cost_table(cost_table); + for row in check.unchecked.iter().chain(&check.mismatched) { + eprintln!("cost table vs. saturation curves: {row}"); + } + curves +} + +fn duration_label(ms: u64) -> String { + match ms { + _ if ms.is_multiple_of(DAY_MS) => format!("{}d", ms / DAY_MS), + _ if ms.is_multiple_of(HOUR_MS) => format!("{}h", ms / HOUR_MS), + _ if ms.is_multiple_of(MINUTE_MS) => format!("{}m", ms / MINUTE_MS), + _ => format!("{}s", ms / 1_000), + } +} + +fn describe(deployment: &Deployment) -> String { + format!( + "{} {} by {:?} x={} y={}", + deployment.config.sketch, + deployment.config.sketch_config, + deployment.grouping_labels, + duration_label(deployment.window_ms), + duration_label(deployment.slide_ms), + ) +} + +fn solve_and_print( + scenario: &Scenario, + cost_table: &AtomicCostTable, + curves: &SaturationCurves, + facts: &WorkloadFacts, + objective: Objective, + allow_undeployable: bool, +) { + let raqes = &scenario.raqes; + if let Err(problems) = validate_facts(raqes, facts) { + panic!("invalid workload facts: {problems:#?}"); + } + let accuracy = |raqe: &Raqe, deployment: &Deployment| curves.accuracy(raqe, deployment, facts); + let deployments = build_all_candidates(raqes, cost_table, facts, allow_undeployable, &accuracy); + let missing = unservable(raqes, &deployments, facts, &accuracy); + if !missing.is_empty() { + println!("[{}] unservable: {missing:?}", scenario.label); + return; + } + let solution = match minimize(raqes, &deployments, facts, objective, &accuracy) { + Ok(solution) => solution, + Err(error) => { + println!("[{}] infeasible: {error}", scenario.label); + return; + } + }; + let plan_cost = &solution.plan_cost; + println!( + "[{}] objective={:.3e} cpu={:.3e} cpu-sec/sec memory={:.1}MB deployments={}", + scenario.label, + objective.value(plan_cost), + plan_cost.cpu_secs_per_sec(), + plan_cost.memory_bytes() / 1e6, + solution.deployments.len(), + ); + for (deployment_index, planned) in solution.deployments.iter().enumerate() { + println!(" D{deployment_index}: {}", describe(&planned.deployment)); + for ((raqe, planned_raqe), latency_ms) in raqes + .iter() + .zip(&solution.raqes) + .zip(&plan_cost.query_latency_ms) + .filter(|((_, planned_raqe), _)| planned_raqe.deployment == deployment_index) + { + let (accuracy_metric, _) = accuracy_key(&planned.deployment.config.sketch); + let achieved = accuracy(raqe, &planned.deployment) + .map_or("unknown".to_string(), |value| format!("{value:.4}")); + println!( + " {:<22} merged={:<4} latency={latency_ms:.3e} ms {}={achieved} (sla {})", + raqe.id, planned_raqe.merged_instance_count, accuracy_metric, raqe.accuracy_sla, + ); + } + } +} + +fn main() { + reject_unknown_args(); + let cost_table = load_cost_table(); + let curves = load_saturation_curves(&cost_table); + let facts = facts(); + let objective = Objective::AUCCost { + w_cpu: weight_flag("--w-cpu", 1.0), + w_mem: weight_flag("--w-mem", 0.0), + }; + let allow_undeployable = std::env::args().any(|arg| arg == "--allow-undeployable-families"); + let sweeps = [ + lookback_interval_sweep(), + mixed_grouping_sweep(), + mixed_type_sweep(), + latency_sla_sweep(), + accuracy_sla_sweep(), + ]; + let selected = flag_value("--sweep"); + if let Some(name) = &selected { + assert!( + sweeps.iter().any(|sweep| sweep.name == name), + "unknown --sweep {name}; expected one of {:?}", + sweeps.iter().map(|sweep| sweep.name).collect::>() + ); + } + println!("{objective:?}"); + for sweep in sweeps + .iter() + .filter(|sweep| selected.as_ref().is_none_or(|name| sweep.name == name)) + { + println!("\n=== {}: {} ===", sweep.name, sweep.description); + for scenario in &sweep.scenarios { + solve_and_print( + scenario, + &cost_table, + &curves, + &facts, + objective, + allow_undeployable, + ); + } + } +} diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/README.md b/rqe-optimizer/results/autosketch-vs-asap-hydra/README.md new file mode 100644 index 00000000..0b87fc63 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/README.md @@ -0,0 +1,300 @@ +# AutoSketch vs. ASAP with Hydra candidates and roll-ups + +Results of ProjectASAP/ASAPQuery#777's synthetic evaluation (§6.3), rerun with +everything added since sketch-bench#138: + +- the planner may serve a coarse RQE from a finer deployment by merging its + groups (**roll-ups**, sketch-bench#190), and an **ablation** without them; +- **Hydra** grids (hydra-hll, hydra-univmon-cardinality, hydra-kll) are + candidates for ASAP and PerQuery, with accuracy measured on the eval's own + data (sketch-bench#193 design; sketch-bench#195–sketch-bench#202 measurement and optimizer); +- **multi-grouping** templates (`http` and `flows`, templates 11–17, sketch-bench#196), + among them p99 latency `GROUP BY CUBE(region, service, endpoint)` + (template 16, all 7 groupings), evaluated alone (**multi-grouping**) and + added to the classic mixed set (**mixed + multi-grouping**); +- the KLL footprint is asap_sketchlib's real allocation (sketch-bench#192), and the cost + table is re-measured; +- classic templates 7 (`sum by (job) (rate(data_total[w]))`) and 9 + (`topk(32, sum by (label_0) (rate(data_total[w])))`) are dropped, as + ASAPQuery's engine would need per-series counter deltas to serve them + (2026-10-13 rerun of the classic and all workloads; the multi-grouping + results are unchanged); +- a **denser config grid** (2026-10-14, sketch-bench#213): KLL `k` ∈ {25, 50, 100, 200, + 400, 800} (was 50/200/800), DDSketch α adds 0.1, and Hydra grids add + W = 65536 (hydra-hll, hydra-kll). Only the new configs were measured and + appended to the curves, the cost table and the Hydra study. HLL stays at + `lg_k` 12/14/16, the precisions asap_sketchlib builds; +- **instant RQEs read one scrape** (2026-10-14, sketch-bench#215): `sum by (job)` and + `quantile by (job)` look back 5 ms, one sample per series (N = 1e3 per + job), instead of 1 s (2e5), as a PromQL instant query does. Rerun of the + classic and all workloads; the multi-grouping tables are unchanged, so + their results stand. + +Cost is billed by use (`rqe-optimizer/docs/rqe_optimizer_cost_model.md`): +`w_cpu · AUC(CPU) + w_mem · AUC(memory)`, at two weight settings (CPU only, in +vCPU; AWS Fargate's per-vCPU and per-GiB prices, in $/hour). Every RQE has a +p95 accuracy target (0.05 in its family's own metric). An RQE with a coverage +rule is held to the worse of its smallest and largest covered group +(sketch-bench#189). Hydra is held to its measured worst error over the covered +groups, the worst over N and seeds. + +## Methods + +| Method | What it may use | +|---|---| +| ASAP | the MILP over every RQE jointly: shared deployments, roll-ups, Hydra grids | +| ASAP (no roll-ups) | the same MILP, each RQE only at its own grouping (or a Hydra grid): the roll-up ablation | +| PerQuery-CostAware | the same MILP without sharing (one deployment per RQE, no roll-ups) | +| AutoSketch-Adapted | fixed configs chosen by memory (NSDI '24); no Hydra (sketch-bench#159) | + +## Results + +Cost of each method's cheapest plan (no latency bound), absolute: + +| Workload | RQEs | Weights | ASAP | ASAP (no roll-ups) | PerQuery | AutoSketch | RQEs rolled up | Deployments (with / without roll-ups) | +|---|---|---|---|---|---|---|---|---| +| mixed (classic) | 42 | CPU (vCPU) | 2.71 | 2.71 | 7.67 | 2,701 | 0 | 7 / 7 | +| mixed (classic) | 42 | Fargate ($/h) | 0.163 | 0.163 | 0.487 | 127 | 0 | 7 / 7 | +| mixed, r = 8 | 76 | CPU | 2.8 | 2.8 | 13.5 | 3,239 | 0 | 7 / 7 | +| mixed, m = 8 | 336 | CPU | 21.7 | 21.7 | 61.3 | 21,610 | 0 | 56 / 56 | +| mixed, m = 16 | 672 | CPU | 43.4 | 43.4 | 123 | 43,221 | 0 | 112 / 112 | +| mixed, m = 16 | 672 | Fargate | 2.61 | 2.61 | 7.78 | 2,035 | 0 | 112 / 112 | +| multi-grouping | 62 | CPU | 0.22 | 0.55 | 1.07 | 9.65 | 52 | 5 / 26 | +| multi-grouping | 62 | Fargate | 0.0134 | 0.0333 | 0.0589 | 0.406 | 52 | 5 / 26 | +| multi-grouping, r = 8 | 124 | CPU | 0.241 | 0.572 | 2.04 | 11.6 | 104 | 5 / 26 | +| multi-grouping, m = 8 | 496 | CPU | 1.76 | 4.4 | 8.54 | 77.2 | 416 | 40 / 208 | +| multi-grouping, m = 16 | 992 | CPU | 3.52 | 8.8 | 17.1 | 154 | 832 | 80 / 416 | +| multi-grouping, m = 16 | 992 | Fargate | 0.215 | 0.532 | 0.942 | 6.5 | 832 | 80 / 416 | +| mixed + multi-grouping | 104 | CPU | 2.93 | 3.26 | 8.74 | 2,711 | 52 | 12 / 33 | +| mixed + multi-grouping | 104 | Fargate | 0.177 | 0.197 | 0.545 | 128 | 52 | 12 / 33 | +| mixed + multi-grouping, r = 8 | 200 | CPU | 3.04 | 3.37 | 15.5 | 3,250 | 104 | 12 / 33 | +| mixed + multi-grouping, m = 8 | 832 | CPU | 23.5 | 26.1 | 69.9 | 21,688 | 416 | 96 / 264 | +| mixed + multi-grouping, m = 16 | 1664 | CPU | 46.9 | 52.2 | 140 | 43,375 | 832 | 192 / 528 | +| mixed + multi-grouping, m = 16 | 1664 | Fargate | 2.83 | 3.15 | 8.73 | 2,042 | 832 | 192 / 528 | + +Every workload: 0 RQEs dropped, 0 sanity violations (ASAP ≤ ASAP without +roll-ups ≤ PerQuery, and ASAP ≤ AutoSketch). `summary_synthetic.md` has +every frontier point; `summary_sla.md` every SLA. + +Planning time (CPU weights): ASAP (candidates + MILP) vs. AutoSketch (search +plus its measured benchmark, approxbench accuracy runs at 1e8 items): + +| Workload | RQEs | ASAP | PerQuery | AutoSketch | +|---|---|---|---|---| +| mixed | 42 | 2.2 s | 4.6 s | 0.002 s + 169 s | +| mixed, m = 16 | 672 | 37.2 s | 79.4 s | 0.028 s + 2,710 s | +| multi-grouping | 62 | 0.52 s | 0.28 s | 0.002 s + 227 s | +| multi-grouping, m = 16 | 992 | 8.5 s | 5.0 s | 0.037 s + 3,625 s | +| mixed + multi-grouping | 104 | 2.8 s | 5.0 s | 0.004 s + 396 s | +| mixed + multi-grouping, m = 16 | 1664 | 40.0 s | 72.7 s | 0.067 s + 6,335 s | + +Every planning time above comes from the same node type (CloudLab Xeon +E5-2683 v3), each node running its share of the tables serially. The mixed +templates dominate it: their per-series quantile and sum RQEs give one +candidate per (series grouping, window, config). + +The denser grid gives ASAP and PerQuery more candidates (6 KLL and 5 DDSketch +configs instead of 3 and 4), so their MILPs are larger than before (mixed + +multi-grouping: 0.94 → 2.1 s). The reruns also spread over 4 nodes and ran +beside each other's shares, so planning times are not comparable across reruns +to better than about 2×; within one rerun they are. AutoSketch reaches a +feasible config sooner (15 probes instead of 19 on mixed + multi-grouping), so +its measured benchmark is shorter (481 → 396 s). + +**What the denser grid changed** (95%, cheapest plans): CPU cost falls 0–1.4% +(mixed 2.38 → 2.35 vCPU, mixed + multi-grouping 2.60 → 2.57), since insert +CPU per item is flat across configs (KLL ≈ 30 ns, DDSketch ≈ 19 ns at every +size). Memory-weighted cost falls more, as plans pick a smaller KLL or +DDSketch closer to the target: Fargate 0.170 → 0.149 $/h on mixed (−13%), +0.184 → 0.162 on mixed + multi-grouping (−12%), 0.0137 → 0.0134 on +multi-grouping. No conclusion changes. + +**What one-scrape instant RQEs changed** (95%, cheapest plans): ASAP's CPU +rises ~15% on every mixed and mixed + multi-grouping workload (mixed +2.35 → 2.71 vCPU, mixed + multi-grouping 2.57 → 2.93; Fargate +9%), with one +more deployment per metric. The instant `sum by (job)` now reads a 5 ms +window, so `sum by (job) (sum_over_time)` no longer shares its 1 s exact-sum +deployment and gets its own, ingesting the stream again (~0.36 vCPU per +metric). PerQuery and AutoSketch, which never shared it, are unchanged, as +are AutoSketch's probes and benchmark times, and the tightest feasible +latency bounds. No conclusion changes: ASAP stays 2.8–3.0× below PerQuery on +mixed and ~1,000× below AutoSketch. + +### Roll-ups + +On the **multi-grouping** set, ASAP serves 52 of 62 RQEs from a finer +deployment, cutting its deployments from 26 to 5 and its cost by **60%** +(0.550 → 0.220 vCPU; 0.0333 → 0.0134 $/h), and by the same share at r = 8, +m = 8 and m = 16. The cube (template 16) is the clearest case: one KLL +deployment at (region, service, endpoint) answers all 14 p99 RQEs. Every +deployment ingests the whole stream, so cost grows with the number of +groupings kept. A KLL or DDSketch merge summarizes the pooled data of the +merged groups, so a roll-up answers a coarse group's p99, not a quantile of +quantiles (KLL reads its measured merge curve). + +On **mixed + multi-grouping**, roll-ups save 10% (3.26 → 2.93 vCPU, 33 → 12 +deployments): the classic templates, whose streams have one grouping each, +are most of the cost. On classic alone, roll-ups never apply and the two ASAP +lines coincide. ASAP's ~2.8× advantage over PerQuery on classic (7.67 vs. 2.71 +vCPU; 1.7–3.0× at every SLA) comes from sharing deployments across RQEs at +the same grouping. + +### Hydra + +Hydra grids are candidates for every eligible RQE, and many are eligible +(e.g. hydra-hll at W ≥ 4096 for flows at ≥ 5% coverage; hydra-kll by service +at W = 16384 for every group). **Neither ASAP nor PerQuery chooses a Hydra +grid in any workload, weight setting, bound or SLA** (`hydra_rqes = 0` +throughout). A Hydra insert fans out to every label subset in every row and +costs 1.9 µs per record (flows, 3 labels) to 5.1 µs (http, 4 labels), against +3.85 ns for a per-group HLL insert; at the eval's rates that is 8–11 vCPU of +ingest for one grid, against ASAP's 0.05–1.9 vCPU for the whole stream. The +only near case is flows under Fargate weights, where a Hydra-only plan costs +1.8× ASAP's (it uses 4.4× less memory). A check on real traces (Alibaba 2022, +Google 2011; not committed) agreed: Hydra meets 0.05 only for groups holding +≥ 1–5% of records, and per-group sketches that grow with n use less memory +than the grid at the W that needs. + +W = 65536 (sketch-bench#213) widens what Hydra is accurate for: on groups holding ≥ 1% of +the records, the worst error at 1e7 records drops from 0.283 to 0.039 +(hydra-hll, `http`), 0.074 to 0.021 (hydra-hll, `flows`) and 0.054 to 0.017 +(hydra-kll, unmerged; 0.056 to 0.017 over every merge count). But it is the +most expensive grid on every axis (3.3 GB per hydra-hll grid, 6.2 µs per +insert on `http`), and it is never chosen either. + +hydra-univmon-cardinality reads ≈ 100% error at N ≥ 1e6 at every W +(8 layers × a small heap saturate at ~1e6 distinct values per cell), so it is +ruled out by accuracy; cardinality's Hydra candidate is hydra-hll. + +## Figures + +- `fig_frontier.png`: version 1, cost vs. query latency per workload and + weight setting; frontiers swept over latency bounds (ASAP, ASAP without + roll-ups, PerQuery as lines; AutoSketch, which ignores latency, as a point). +- `fig_cost_vs_sla.png`: version 2, each method's cost at batch-latency SLAs + {100, 300, 1000, 3000, 10000} ms (AutoSketch: ● meets the SLA, × misses). + With the multi-grouping templates the tightest feasible bound is 490 ms + (the per-(service, endpoint) queries), so the 100 and 300 ms SLAs have no + plan. +- `fig_planning_time.png`: planning time vs. RQEs (multi-grouping set). +- `paper/`: the paper's §6.3 figures, from `rqe-optimizer/scripts/plot_sec63_paper.py + rqe-optimizer/results/autosketch-vs-asap-hydra + rqe-optimizer/results/autosketch-vs-asap-hydra/paper`: `sec63_cost_bars` + (each method's cost at AutoSketch's latency, with each baseline's multiple + of ASAP's), `sec63_frontier` and `sec63_rollups`, as PDF and PNG. +- `fig_rollup_ablation.png`: ASAP vs. ASAP without roll-ups, cheapest plan per + workload (CPU only, log scale). + +## Plans + +`plans/
.plans.json.gz`: each workload's chosen plans, from a rerun with +the plans kept (`--runs 1`, without `--no-chosen`; costs are deterministic, so +they match the results above). `plans` lists, for each method and weight +setting, the cheapest plan (`kind: "cheapest"`) and the plan at each feasible +SLA (`kind: "sla"`, `sla_ms`), with its cost, latency and deployments. +`chosen` has one entry per RQE: + +| Field | Meaning | +|---|---| +| `rqe` | the RQE's id (table, query, kind, range) | +| `sketch`, `params` | the deployment's sketch and config | +| `window_secs`, `slide_secs` | the deployment's window and slide | +| `merged_shards` | windows the query merges (lookback / window) | +| `deployment` | the deployment's index; RQEs with one index share it | +| `deployment_grouping` | present for a roll-up or Hydra grid: the deployment's (finer) grouping | +| `ingest_workers`, `latency_ms` | ingest workers and the RQE's chain latency | +| `asap_accuracy`, `accuracy_source` | estimated error and where it was read | +| `covers_share` | the RQE's coverage rule, if any | + +```sh +zcat plans/synthetic-templatesmultigroup-shared1.plans.json.gz | jq '.plans[] + | select(.kind == "cheapest" and .method == "asap" and .weights == "cpu") | .chosen' +``` + +## Inputs + +- `inputs/saturation/optimizer_cost/rqe_atomic_costs.json`: the cost table, 63 + rows (56, plus sketch-bench#213's KLL `k` 25/100/400, DDSketch α 0.1 and Hydra W = 65536 + rows), measured serially on idle clnode138 (`study_saturation.py --phase + optimizer-cost --seeds 3 --hydra-variants hydra-hll,hydra-kll`), including + Hydra rows per dataset (`measured_at.dataset`) and sketch-bench#192's KLL footprint. +- `inputs/saturation/hydra_saturation.csv`: the Hydra study (`--phase hydra`, + sketch-bench#202), 7,778 runs on 4 CloudLab nodes (sketch-bench#213 added 999 at W = 65536); + hydra-kll on `hydra_http_latency` rerun with per-service latency scales + (×1–10 log-uniform), so groups differ in distribution as they do in + practice. +- The accuracy curves (`out_grid_1e7_cost/`, `out_1e9/`) are the committed + sketch-bench#138 study's, in `../autosketch-vs-asap-inputs/saturation/` (sketch-bench#194), with + sketch-bench#213's new KLL and DDSketch configs appended. +- `inputs/tables/`: the workloads, `export_autosketch_eval_table.py --synthetic + --keep-duplicate-queries` (classic, multigroup and all × r ∈ {1, 8} × m ∈ {1, 8, 16}). + +## Reproduce + +```sh +cargo build --release -p rqe-optimizer --examples +(cd $SKETCH_BENCH && cargo build --release -p aqpbm-cli --bins) +DIR=rqe-optimizer/results/autosketch-vs-asap-hydra +# saturation dir = the sketch-bench#138 curves + this cost table and Hydra study: +SAT=$(mktemp -d); cp -r rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ +cp -r $DIR/inputs/saturation/* $SAT/ +while IFS=$'\t' read -r table target result; do + target/release/examples/autosketch_vs_asap synthetic --table $DIR/inputs/tables/$table \ + --target $target --runs 3 --no-chosen --saturation-dir $SAT --out $DIR/$result +done < $DIR/inputs/tables/plan.tsv +python3 $SKETCH_BENCH/scripts/autosketch_benchmark_time.py --binary $SKETCH_BENCH/target/release/approxbench \ + --out $DIR/autosketch-benchmark-times.json $DIR/synthetic-*-tp95.json +python3 rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py $DIR +python3 rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py $DIR $DIR/synthetic-*-tp95.json +``` + +Runs: Xeon E5-2683 v3, 56 cores, `--runs 3`. First run (superseded by the +reruns below): runner from sketch-bench `hydra/eval-integration` at 44ac160. +Classic: one large table per CloudLab node (clnode178, 167; the small ones +serially on clnode138), 2026-10-10. Multigroup and all (with the cube +template): serially on one idle node, 2026-10-11. + +Rerun without templates 7 and 9 (2026-10-13), runner at sketch-bench +eval/drop-group-rate-templates: all serially on idle clnode109; classic +m = 16 on clnode167, m = 8 on clnode155, the small ones serially on +clnode138; plans (`--runs 1`, kept) on clnode138 and clnode155. The +multigroup tables are unchanged, so their results stand (a rerun of +multigroup-shared1 reproduces its costs and plans exactly). AutoSketch's +benchmark times are reused: the dropped RQEs used exact accumulators or a +top-k config already probed on the same metric, so every probe was already +measured and each workload's benchmark time is unchanged. + +Denser grid (2026-10-14, sketch-bench#213, runner at sketch-bench eval/dense-grid): +multi-grouping on the 4 CloudLab nodes clnode109/155/167/178, then classic and +all on sketch-bench#210's tables on the same 4 nodes, each node running its share +serially. Plans: `--runs 1`, without `--no-chosen`, extracted with +`rqe-optimizer/scripts/extract_autosketch_plans.py`. + +One-scrape instant RQEs (2026-10-14, sketch-bench#215, sketch-bench main at acc2db1): the +8 classic and all tables re-exported (`--keep-duplicate-queries`; only the 6 +instant RQEs per metric change) and rerun serially on a 16-core desktop, with +their plans and the 90%/99% runs of `../autosketch-vs-asap-targets/`. The 8 +95% results were then rerun on CloudLab (clnode109/155/167/178, the nodes of +the multi-grouping runs, each running its share serially), so every planning +time comes from one node type; every cost, latency and plan matched the +desktop's exactly. The multi-grouping JSONs and plans are the +denser-grid rerun's. AutoSketch's probes are unchanged, so every benchmark time +is reused from `autosketch-benchmark-times.json`. + +The JSONs, figures and plans here are from those last two reruns; the 95% +JSONs of the mixed and mixed + multi-grouping tables are the CloudLab ones. + +## Caveats + +- The cost model charges a per-group sketch its insert only, not routing a + sample to its group's sketch (~100 ns per record per deployment on the + real traces). Adding it raises ASAP's flows ingest from 0.11 to ~1.3 vCPU, + still far below a Hydra grid's 8.2; the Hydra conclusion holds. +- Per-group sketch memory is asap_sketchlib's full allocation from + construction (sketch-bench#192); sketches that grow with n would favour per-group + sketches further. +- Hydra datasets: no flows DDoS burst (datagen can't tie a source set to a + subnet), uniform proto, smaller UnivMon cells (3×256, 8 layers, heap 64). +- Template 12 groups by (dst_subnet, proto) rather than (dst_subnet, + dst_port): answering 1e6 groups every minute took ~49 s and set every + plan's batch latency above the largest SLA. diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/autosketch-benchmark-times.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/autosketch-benchmark-times.json new file mode 100644 index 00000000..6a390d31 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/autosketch-benchmark-times.json @@ -0,0 +1,19 @@ +{ + "n": 100000000.0, + "secs": { + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 1024, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 32.40410717698978, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 256, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 32.35026514204219, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 4096, \"heap\": 32, \"rows\": 5}, 1.1, 10000.0, null]": 37.245747498993296, + "[\"dd\", {\"alpha\": 0.01}, null, 0.0, 2.0]": 21.549985619960353, + "[\"dd\", {\"alpha\": 0.02}, null, 0.0, 2.0]": 22.274108413956128, + "[\"dd\", {\"alpha\": 0.05}, null, 0.0, 2.0]": 21.460699204995763, + "[\"dd\", {\"alpha\": 0.1}, null, 0.0, 2.0]": 22.29261576803401, + "[\"hll\", {\"lg_k\": 12}, 0.0, 1000000.0, null]": 38.143390018027276, + "[\"hll\", {\"lg_k\": 12}, 0.8, 1000000.0, null]": 39.95713640097529, + "[\"hll\", {\"lg_k\": 14}, 0.0, 1000000.0, null]": 40.32202102598967, + "[\"hll\", {\"lg_k\": 14}, 0.8, 1000000.0, null]": 40.74274828098714, + "[\"kll-percall\", {\"k\": 200}, null, 0.0, 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files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-hydra/fig_planning_time.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/fig_rollup_ablation.png b/rqe-optimizer/results/autosketch-vs-asap-hydra/fig_rollup_ablation.png new file mode 100644 index 00000000..62c270af Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-hydra/fig_rollup_ablation.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/hydra_saturation.csv b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/hydra_saturation.csv new file mode 100644 index 00000000..77b76454 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/hydra_saturation.csv @@ -0,0 +1,7779 @@ +variant,statistic,config,R,W,dataset,group_columns,schema_width,records,fanned_mass,merge_shards,merge_split,seed,err_mean,err_p50,err_p90,err_max,groups_scored,err_max_cov_0.01,err_max_cov_0.05 +hydra-hll,cardinality,rows=3 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"interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_0/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_0/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_0/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_0/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_0/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_0/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_0/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_0/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_0/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_0/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_0/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_0/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_0/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_0/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_0/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_0/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_0/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_0/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_0/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_0/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_0/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY 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(sum_over_time(data_1[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_1/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_1[1h]) / quantile_over_time(0.5, data_1[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_1/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_1/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_1[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_1/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_1/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_1/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_1/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_1/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_1/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_1/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_1_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_1/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_1[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_1/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_1[6h]) / quantile_over_time(0.5, data_1[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_1/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_1/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_1[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_1/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_1/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_1/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_1/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_1/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_1/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_1/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_1_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_1/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_1[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_1/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_1[24h]) / quantile_over_time(0.5, data_1[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_1/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_1/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_1/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_1/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_1/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_1/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_1/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_1/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_1/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_1/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_1/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_1/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_1/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_1/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_1/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_1/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_1/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_1/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_1/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_1/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_1/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_1/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_1/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_1/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_1/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_1/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_1/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_1/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_1/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_1/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_1/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_1/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_1/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_1/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_1/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_1/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_1/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_1/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_1/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_1/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_1/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_1/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_1/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_1/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_1/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_1/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_1/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_1/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_2/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_2/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_2/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_2_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[15m]) / quantile_over_time(0.5, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_2/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[1h]) / quantile_over_time(0.5, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_2/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[6h]) / quantile_over_time(0.5, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_2/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[24h]) / quantile_over_time(0.5, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_2/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_2/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_2/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_2/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_2/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_2/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_2/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_2/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_2/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_2/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_2/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_2/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_2/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_2/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_2/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_2/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_2/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_2/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_2/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_2/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_2/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_2/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_2/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_2/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_2/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_2/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_2/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_2/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_2/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_2/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_2/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_2/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_2/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_2/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_2/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_2/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_2/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY 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["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_2/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_2/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_2/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_2/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_2/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_2/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_2/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_2/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_2/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_3/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_3/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_3/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_3/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_3/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_3)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_3/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_3[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_3/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_3/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_3/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_3/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_3/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_3_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_3/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_3[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_3/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[15m]) / quantile_over_time(0.5, data_3[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_3[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_3/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_3/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_3/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_3/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_3/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_3_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_3/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_3[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_3/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[1h]) / quantile_over_time(0.5, data_3[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_3[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_3/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_3/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_3/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_3/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_3/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_3_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_3/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_3[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_3/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[6h]) / quantile_over_time(0.5, data_3[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_3[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_3/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_3_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_3[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[24h]) / quantile_over_time(0.5, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_3/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_3/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_3/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_3/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_3/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_3/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_3/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_3/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_3/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_3/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_3/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_3/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_3/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_3/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_3/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_3/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_3/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_3/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_3/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_3/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_3/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_3/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_3/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_3/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_3/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_3/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_3/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_3/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_3/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_3/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_3/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_3/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_3/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_3/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_3/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_3/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_3/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_3/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_3/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_3/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_3/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_3/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_3/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", 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DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_4/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_4/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_4/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_4/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_4/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_4/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_4/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_4/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_4/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_4/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_4/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_4/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_4/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_4/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_4/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_4/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_4/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_4/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_4/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_4/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_4/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_4/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_4/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_4/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_4/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_4/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_4/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_4/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_4/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_4/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_4/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_4/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_4/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_4/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY 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["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_4/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_4/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_4/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_4/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_4/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_4/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_4/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_4/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_4/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_5/keys/1s"]}, {"interval_secs": 1, "promql": "quantile 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"sum_over_time(data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_5/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_5_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[15m]) / quantile_over_time(0.5, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_5/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, 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(sum_over_time(data_5[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[1h]) / quantile_over_time(0.5, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_5/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_5/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_5_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[6h]) / 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["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_5/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_5_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[24h]) / quantile_over_time(0.5, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_5/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_5/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_5/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_5/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_5/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_5/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_5/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_5/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_5/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_5/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_5/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_5/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_5/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_5/keys/15m", 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"synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_5/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_5/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", 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["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_6[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_6/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_6/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_6_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_6/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_6/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[1h]) / quantile_over_time(0.5, data_6[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_6/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_6[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_6/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_6/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_6/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_6/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_6_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[6h]) / quantile_over_time(0.5, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_6/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_6[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_6/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_6_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[24h]) / quantile_over_time(0.5, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_6/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_6/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_6/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_6/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_6/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_6/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_6/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_6/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_6/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_6/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_6/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_6/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_6/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_6/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_6/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_6/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_6/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_6/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_6/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_6/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_6/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_6/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_6/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_6/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_6/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_6/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_6/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_6/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_6/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_6/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_6/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_6/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_6/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_6/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_6/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_6/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_6/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_6/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_6/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_6/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_6/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_6/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_6/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_6/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_6/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_6/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_6/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_6/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_7/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_7/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_7/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_7_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[15m]) / quantile_over_time(0.5, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_7/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_7/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, 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["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_7/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_7_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[6h]) / 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["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_7/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_7_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[24h]) / quantile_over_time(0.5, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_7/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_7/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_7/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_7/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_7/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_7/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_7/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() 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60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_7/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_7/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_7/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_7/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_7/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": 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["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_7/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_8/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_8/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_8/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_8/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_8/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_8)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_8/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_8[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_8/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_8/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_8/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_8/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_8/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_8_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_8/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_8[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_8/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[15m]) / quantile_over_time(0.5, data_8[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_8[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_8/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_8/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_8/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_8/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_8/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_8_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_8/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_8[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_8/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[1h]) / quantile_over_time(0.5, data_8[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_8[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_8/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_8/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_8/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_8/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_8/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_8_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_8/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_8[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_8/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[6h]) / quantile_over_time(0.5, data_8[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_8[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_8/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_8/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_8/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_8/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_8/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_8_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_8/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_8[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_8/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_8[24h]) / quantile_over_time(0.5, data_8[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_8/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_8/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_8/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_8/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_8/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_8/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_8/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_8/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_8/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_8/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_8/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_8/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_8/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_8/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_8/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_8/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_8/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_8/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_8/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_8/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_8/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_8/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_8/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_8/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_8/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_8/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_8/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_8/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_8/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_8/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_8/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_8/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_8/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_8/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_8/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_8/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_8/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_8/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_8/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_8/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_8/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_8/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", 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["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_8/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_8/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_8/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_8/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": 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["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_9/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_9[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_9/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_9[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_9/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_9_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_9/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_9[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_9/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_9[24h]) / quantile_over_time(0.5, data_9[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_9/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_9/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_9/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_9/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_9/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_9/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_9/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() 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"interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_9/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_9/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_9/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_9/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_9/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_9/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_9/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_9/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_9/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_9/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_9/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_9/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_9/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_9/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_9/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_9/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_9/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_9/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_9/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_9/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_9/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_9/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_9/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND 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60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_9/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_9/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_9/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_9/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_9/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_9/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_9/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_9/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_9/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_9/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_9/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_9/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_9/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_9/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_9/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_9/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_9/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_9/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_9/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_9/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_9/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_9/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_9/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_9/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_9/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_9/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_9/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_9/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_9/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_9/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_10/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_10/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_10/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_10/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_10/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_10)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_10/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_10[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_10/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_10/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_10/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_10/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_10/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_10_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_10/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_10[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_10/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[15m]) / quantile_over_time(0.5, data_10[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_10[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_10/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_10/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_10/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_10/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_10/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_10_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_10/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_10[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_10/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[1h]) / quantile_over_time(0.5, data_10[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_10[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_10/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_10/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_10/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_10/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_10/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_10_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_10/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_10[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_10/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[6h]) / quantile_over_time(0.5, data_10[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_10[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_10/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_10/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_10/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_10/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_10/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_10_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_10/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_10[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_10/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_10[24h]) / quantile_over_time(0.5, data_10[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_10/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_10/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_10/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_10/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_10/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_10/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_10/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_10/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_10/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_10/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_10/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_10/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_10/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_10/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_10/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_10/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_10/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_10/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_10/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_10/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_10/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_10/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", 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service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_10/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_10/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": 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data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_10/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_10/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_10/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_10/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_10/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_10/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_10/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_10/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_10/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, 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["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_10/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_10/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": 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["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_11/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_11/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_11/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_11/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_11_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_11/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_11[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_11/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[1h]) / quantile_over_time(0.5, data_11[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_11[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_11/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_11/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_11/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_11/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_11/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_11_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_11/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_11[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_11/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[6h]) / quantile_over_time(0.5, data_11[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_11[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_11/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_11/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_11/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_11/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_11/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_11_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_11/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_11[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_11/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_11[24h]) / quantile_over_time(0.5, data_11[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_11/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_11/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_11/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_11/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_11/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_11/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_11/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_11/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_11/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_11/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_11/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_11/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_11/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_11/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_11/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_11/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_11/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_11/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_11/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_11/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_11/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_11/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_11/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_11/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_11/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_11/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_11/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_11/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_11/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_11/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_11/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_11/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_11/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_11/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_11/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_11/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_11/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_11/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_11/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_11/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_11/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_11/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_11/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_11/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_11/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_11/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_11/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_11/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_11/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_11/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_11/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_11/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_11/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_11/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_11/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_11/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_11/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_11/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_11/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_11/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_11/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_11/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_11/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_11/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_12/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_12/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_12/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_12/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_12/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_12)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_12/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_12[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_12/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_12/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_12/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_12/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_12/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_12_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_12/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_12[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_12/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[15m]) / quantile_over_time(0.5, data_12[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_12[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_12/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_12/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_12/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_12/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_12/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_12_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_12/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_12[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_12/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[1h]) / quantile_over_time(0.5, data_12[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_12[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_12/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_12/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_12/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_12/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_12/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_12_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_12/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_12[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_12/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[6h]) / quantile_over_time(0.5, data_12[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_12[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_12/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_12/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_12/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_12/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_12/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_12_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_12/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_12[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_12/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_12[24h]) / quantile_over_time(0.5, data_12[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_12/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_12/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_12/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_12/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_12/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_12/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_12/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_12/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_12/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_12/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_12/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_12/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_12/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_12/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_12/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_12/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_12/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_12/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_12/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_12/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_12/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_12/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_12/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_12/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_12/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_12/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_12/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_12/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_12/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_12/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_12/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_12/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_12/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_12/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_12/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_12/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_12/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_12/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_12/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_12/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_12/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_12/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_12/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_12/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_12/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_12/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_12/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_12/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_12/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_12/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_12/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_12/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_12/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_12/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_12/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_12/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_12/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_12/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_12/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_12/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_12/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_12/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_12/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_12/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_13/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_13/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_13/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_13/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_13/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_13)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_13/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_13[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_13/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_13/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_13/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_13/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_13/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_13_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_13/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_13[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_13/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[15m]) / quantile_over_time(0.5, data_13[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_13[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_13/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_13/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_13/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_13/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_13/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_13_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_13/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_13[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_13/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[1h]) / quantile_over_time(0.5, data_13[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_13[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_13/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_13/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_13/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_13/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_13/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_13_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_13/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_13[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_13/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[6h]) / quantile_over_time(0.5, data_13[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_13[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_13/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_13/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_13/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_13/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_13/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_13_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_13/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_13[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_13/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_13[24h]) / quantile_over_time(0.5, data_13[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_13/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_13/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_13/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_13/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_13/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_13/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_13/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_13/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_13/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_13/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_13/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_13/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_13/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_13/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_13/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_13/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_13/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_13/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_13/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_13/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_13/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_13/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_13/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_13/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_13/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_13/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_13/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_13/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_13/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_13/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_13/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_13/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_13/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_13/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_13/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_13/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_13/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_13/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_13/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_13/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_13/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_13/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_13/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_13/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_13/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_13/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_13/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_13/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_13/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_13/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_13/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_13/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_13/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_13/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_13/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_13/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_13/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_13/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_13/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_13/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_13/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], 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["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_13/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_14/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_14/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_14/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_14/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_14/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_14)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_14/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_14[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_14/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_14[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_14/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_14[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_14[15m])", "rqes": 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"synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_14[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_14/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_14/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_14/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_14/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_14/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_14/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_14_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_14/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_14[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_14/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_14[6h]) / quantile_over_time(0.5, data_14[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_14/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_14[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_14/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_14/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_14/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_14/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_14/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_14/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_14_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_14/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_14[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_14/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_14[24h]) / quantile_over_time(0.5, data_14[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_14/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_14/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_14/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_14/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_14/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_14/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_14/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_14/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_14/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_14/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_14/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_14/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_14/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_14/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_14/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_14/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_14/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_14/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_14/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_14/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_14/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_14/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_14/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_14/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_14/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_14/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_14/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_14/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_14/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_14/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_14/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_status_data_14/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_14/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_14/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_14/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,status_data_14/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_14/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,status_data_14/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_14/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_14/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_14/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_14/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_14/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_14/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_14/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_14/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_14/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_14/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_14/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_14/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_14/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region_data_14/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_14/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service_data_14/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_14/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_14/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_14/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service_data_14/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_14/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_14/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_14/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_14/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_14/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_14/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_data_15/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.5_data_15/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.75_data_15/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.9_data_15/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.95_data_15/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_15)", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_by_job_p0.99_data_15/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_15[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_15/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_15/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_15/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_15/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_15/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_15_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_15/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_15[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_15/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[15m]) / quantile_over_time(0.5, data_15[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/15m", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_15[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_15/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_15/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_15/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_15/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_15/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_15_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_15/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_15[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_15/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[1h]) / quantile_over_time(0.5, data_15[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/1h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_15[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_15/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_15/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_15/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_15/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_15/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_15_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_15/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_15[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_15/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[6h]) / quantile_over_time(0.5, data_15[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/6h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_15[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/topk32_sum_by_label0_sum_over_time_data_15/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_over_time_data_15/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.75_data_15/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.95_data_15/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.99_data_15/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_15_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/rate_data_15/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_15[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=16/sum_by_job_sum_over_time_data_15/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_15[24h]) / quantile_over_time(0.5, data_15[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.9_data_15/values/24h", "synthetic/templates=all/shared=1/metrics=16/quantile_over_time_p0.5_data_15/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_15/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_15/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_15/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_15/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_15/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_15/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_15/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_15/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_15/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_15/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region_data_15/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region_data_15/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_15/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_15/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_service_data_15/keys/15m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_service_data_15/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=16/t14_distinct_users_by_region,service_data_15/keys/5m", "synthetic/templates=all/shared=1/metrics=16/t15_distinct_users_by_region,service_data_15/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": 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{"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_0/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_0/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_0/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_0/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_0/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_0/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_0/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY 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["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_0/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_0/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_0/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_0/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_0/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_0/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_0/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, 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"synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_1/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_1/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_1/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_1/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_1/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_1/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_1/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_1/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_1/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_1/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_1/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_1/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_1/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_1/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_1/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_1/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_1/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_1/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_1/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_1/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_1/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_1/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_1/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_1/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_1/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_1/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_1/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_1/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_1/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_1/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_1/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_1/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_1/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_1/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_1/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_1/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_1/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_1/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_1/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_1/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_1/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_1/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_1/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_1/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_1/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_1/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_1/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_data_2/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.5_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.75_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.9_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.95_data_2/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_2)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.99_data_2/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_2/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_2/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_2_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_2/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[15m]) / quantile_over_time(0.5, data_2[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/15m", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_2/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_2/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_2/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[1h]) / quantile_over_time(0.5, data_2[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/1h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_2/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_2/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_2/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[6h]) / quantile_over_time(0.5, data_2[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/6h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_2[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_2/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_2/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_2_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_2[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_2/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_2[24h]) / quantile_over_time(0.5, data_2[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_2/values/24h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_2/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_2/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_2/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_2/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_2/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_2/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_2/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_2/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_2/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_2/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_2/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_2/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_2/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_2/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_2/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_2/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_2/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_2/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_2/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_2/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_2/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_2/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_2/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_2/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_2/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_2/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_2/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_2/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_2/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_2/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_2/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_2/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_2/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_2/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_2/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_2/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_2/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_2/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_2/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_2/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_2/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_2/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_2/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_2/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": 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["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_3/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_3[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_3/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, 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["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_3/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_3/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_3/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_3/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_3/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_3/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_3/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_3/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_3/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_3/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_3/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_3/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_3/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_3/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_3/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_3/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_3/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_3/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, 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"interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_3/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_3/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_3/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT 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{"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, 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["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_3/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_3/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_3/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_3/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_3/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_3/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_3/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_3/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_3/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_3/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_3/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_3/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_3/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_3/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_3/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_3/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_4)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_data_4/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by 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"sum_over_time(data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_4/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_4/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_4/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_4/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_4_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_4/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_4[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_4/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[15m]) / quantile_over_time(0.5, data_4[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/15m", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_4[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_4/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_4/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_4/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_4/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_4/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_4_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_4/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_4[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_4/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[1h]) / quantile_over_time(0.5, data_4[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/1h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_4[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_4/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_4/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_4/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_4/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_4[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_4/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_4_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_4/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_4[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_4/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[6h]) / 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["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_4[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_4/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_4[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_4/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_4_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_4/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_4[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_4/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_4[24h]) / quantile_over_time(0.5, data_4[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_4/values/24h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_4/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_4/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_4/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_4/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_4/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_4/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_4/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_4/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_4/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_4/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_4/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_4/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_4/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_4/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_4/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_4/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_4/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_4/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_4/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_4/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_4/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_4/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_4/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_4/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_4/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_4/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_4/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_4/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_4/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_4/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_4/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_4/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_4/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_4/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_4/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_4/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_4/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_4/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_4/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_4/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_4/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_4/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_4/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_4/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_4/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_4/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_4/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_data_5/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.5_data_5/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.75_data_5/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.9_data_5/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.95_data_5/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_5)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.99_data_5/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_5/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_5/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_5_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_5/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[15m]) / quantile_over_time(0.5, data_5[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/15m", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_5/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_5/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_5/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_5_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_5/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[1h]) / quantile_over_time(0.5, data_5[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/1h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_5/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_5/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_5_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_5/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[6h]) / quantile_over_time(0.5, data_5[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/6h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_5[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_5/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_5/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_5_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_5[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_5/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_5[24h]) / quantile_over_time(0.5, data_5[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_5/values/24h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_5/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_5/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_5/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_5/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_5/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_5/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_5/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_5/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_5/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_5/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_5/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_5/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_5/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_5/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_5/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_5/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_5/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_5/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_5/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_5/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_5/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_5/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_5/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_5/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_5/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_5/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_5/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_5/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_5/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_5/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_5/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_5/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_5/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_5/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_5/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_5/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_5/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_5/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_5/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_5/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_5/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_5/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_5/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_5/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_5/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_5/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_5/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_6)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_data_6/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_6)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.5_data_6/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_6)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.75_data_6/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_6)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.9_data_6/values/1s"]}, {"interval_secs": 1, "promql": 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"quantile_over_time(0.9, data_6[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_6/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_6[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_6/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_6/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_6_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_6/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_6/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[15m]) / quantile_over_time(0.5, data_6[15m])", "rqes": 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"rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_6/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_6/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_6_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_6/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[6h]) / quantile_over_time(0.5, data_6[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_6/values/6h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_6/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_6[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_6/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_6/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_6_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_6[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_6/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_6[24h]) / quantile_over_time(0.5, data_6[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_6/values/24h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_6/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_6/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_6/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_6/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_6/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_6/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_6/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_6/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_6/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_6/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_6/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_6/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_6/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_6/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_6/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_6/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_6/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_6/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_6/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_6/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_status_data_6/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_6/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_6/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_6/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,status_data_6/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_6/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,status_data_6/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_6/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_6/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_6/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_6/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_6/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_6/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_6/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region_data_6/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_6/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service_data_6/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_6/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_6/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_6/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service_data_6/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_6/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_6/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_6/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_6/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_6/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_6/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"interval_secs": 1, "promql": "sum by (job) (data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_data_7/keys/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.5, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.5_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.75, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.75_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.9, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.9_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.95, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.95_data_7/values/1s"]}, {"interval_secs": 1, "promql": "quantile by (job) (0.99, data_7)", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_by_job_p0.99_data_7/values/1s"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_7/values/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_7/values/15m"]}, {"interval_secs": 60, "promql": "rate(data_7_total[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[15m]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_7/keys/15m"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[15m]) / quantile_over_time(0.5, data_7[15m])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/15m", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/15m"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_7/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_7/values/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_7/values/1h"]}, {"interval_secs": 60, "promql": "rate(data_7_total[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[1h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_7/keys/1h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[1h]) / quantile_over_time(0.5, data_7[1h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/1h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/1h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_7/values/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_7/values/6h"]}, {"interval_secs": 60, "promql": "rate(data_7_total[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[6h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_7/keys/6h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[6h]) / quantile_over_time(0.5, data_7[6h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/6h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/6h"]}, {"interval_secs": 60, "promql": "topk(32, sum_over_time(data_7[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/topk32_sum_by_label0_sum_over_time_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "sum_over_time(data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_over_time_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.5, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.75, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.75_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.95_data_7/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.99_data_7/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_7_total[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/rate_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data_7[24h]))", "rqes": ["synthetic/templates=all/shared=1/metrics=8/sum_by_job_sum_over_time_data_7/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data_7[24h]) / quantile_over_time(0.5, data_7[24h])", "rqes": ["synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.9_data_7/values/24h", "synthetic/templates=all/shared=1/metrics=8/quantile_over_time_p0.5_data_7/values/24h"]}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_7/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_7/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_7/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_7/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_7/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_7/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_7/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_7/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_7/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_7/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region_data_7/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region_data_7/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_7/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_7/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_service_data_7/keys/15m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_service_data_7/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_7/keys/5m", "synthetic/templates=all/shared=1/metrics=8/t15_distinct_users_by_region,service_data_7/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=all/shared=1/metrics=8/t14_distinct_users_by_region,service_data_7/keys/15m", 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b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesall-shared1.json new file mode 100644 index 00000000..5e563ac5 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesall-shared1.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "acc2db1", "workloads": [{"dataset": "synthetic/templates=all/shared=1", "e2e": {"metrics": {"data": {"labels": [{"cardinality": 10, "name": "job"}, {"cardinality": 1000, "child_of": "job", "name": "label_0"}], "samples_per_sec_per_series": 200, "type": "gauge", "values": {"dist": {"pareto": 2.0}, "value": {"keys": 10000, "zipf": 1.1}}}, "data_total": {"labels": [{"cardinality": 10, "name": "job"}, {"cardinality": 1000, "child_of": "job", "name": "label_0"}], "samples_per_sec_per_series": 200, "type": "counter", "values": {"increment": {"keys": 10000, "zipf": 1.1}}}, "flows": {"labels": [{"cardinality": 1000, "name": 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{"interval_secs": 60, "promql": "quantile_over_time(0.9, data[24h])", "rqes": ["synthetic/templates=all/shared=1/quantile_over_time_p0.9/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.95, data[24h])", "rqes": ["synthetic/templates=all/shared=1/quantile_over_time_p0.95/values/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.99, data[24h])", "rqes": ["synthetic/templates=all/shared=1/quantile_over_time_p0.99/values/24h"]}, {"interval_secs": 60, "promql": "rate(data_total[24h])", "rqes": ["synthetic/templates=all/shared=1/rate/keys/24h"]}, {"interval_secs": 60, "promql": "sum by (job) (sum_over_time(data[24h]))", "rqes": ["synthetic/templates=all/shared=1/sum_by_job_sum_over_time/keys/24h"]}, {"interval_secs": 60, "promql": "quantile_over_time(0.9, data[24h]) / quantile_over_time(0.5, data[24h])", "rqes": ["synthetic/templates=all/shared=1/quantile_over_time_p0.9/values/24h", "synthetic/templates=all/shared=1/quantile_over_time_p0.5/values/24h"]}, 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"value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 300, "rqes": ["synthetic/templates=all/shared=8/t11_distinct_src_by_dst_subnet/keys/15m@300s"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 300, "rqes": ["synthetic/templates=all/shared=8/t12_distinct_src_by_dst_port/keys/5m@300s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 300, "rqes": ["synthetic/templates=all/shared=8/t12_distinct_src_by_dst_port/keys/15m@300s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN 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["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_0/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_0/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_0/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_0/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_0/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_0/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_0/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_0/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_0/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_0/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_0/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_0/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_0/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_0/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_0/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_0/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_0/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_0/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_0/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_0/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_0/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_0/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_0/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_0/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_0/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_0/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_0/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_0/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_0/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_0/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_0/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_0/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_0/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_0/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_0/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_0/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_0/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_0/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_0/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_0/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_0/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_0/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_1/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_1/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_1/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_1/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_1/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_1/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_1/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_1/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_1/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_1/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_1/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_1/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_1/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_1/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_1/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_1/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_1/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_1/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_1/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_1/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_1/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_1/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_1/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_1/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_1/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_1/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_1/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_1/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_1/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_1/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_1/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_1/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_1/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_1/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_1/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_1/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_1/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_1/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_1/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_1/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_1/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_1/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_1/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_1/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_1/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_1/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_2/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_2/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_2/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_2/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_2/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_2/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_2/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_2/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_2/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_2/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_2/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_2/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_2/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_2/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_2/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_2/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_2/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_2/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_2/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_2/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_2/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_2/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_2/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_2/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_2/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_2/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_2/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_2/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_2/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_2/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_2/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_2/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_2/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_2/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_2/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_2/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_2/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_2/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_2/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_2/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_2/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_2/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_2/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_2/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_2/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_2/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_3/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_3/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_3/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_3/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_3/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_3/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_3/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_3/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_3/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_3/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_3/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_3/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_3/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_3/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_3/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_3/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_3/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_3/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_3/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_3/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_3/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_3/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_3/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_3/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_3/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_3/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_3/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_3/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_3/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_3/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_3/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_3/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_3/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_3/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_3/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_3/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_3/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_3/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_3/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_3/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_3/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_3/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_3/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_3/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_3/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_3/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_4/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_4/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_4/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_4/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_4/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_4/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_4/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_4/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_4/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_4/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_4/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_4/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_4/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_4/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_4/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_4/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_4/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_4/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_4/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_4/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_4/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_4/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_4/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_4/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_4/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_4/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_4/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_4/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_4/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_4/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_4/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_4/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_4/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_4/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_4/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_4/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_4/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_4/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_4/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_4/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_4/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_4/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_4/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_4/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_4/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_4/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_5/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_5/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_5/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_5/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_5/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_5/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_5/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_5/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_5/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_5/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_5/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_5/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_5/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_5/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_5/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_5/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_5/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_5/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_5/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_5/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_5/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_5/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_5/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_5/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_5/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_5/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_5/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_5/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_5/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_5/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_5/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_5/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_5/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_5/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_5/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_5/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_5/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_5/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_5/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_5/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_5/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_5/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_5/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_5/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_5/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_5/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_6/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_6/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_6/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_6/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_6/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_6/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_6/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_6/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_6/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_6/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_6/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_6/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_6/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_6/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_6/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_6/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_6/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_6/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_6/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_6/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_6/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_6/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_6/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_6/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_6/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_6/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_6/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_6/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_6/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_6/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_6/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_6/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_6/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_6/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_6/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_6/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_6/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_6/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_6/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_6/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_6/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_6/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_6/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_6/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_6/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_6/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_7/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_7/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_7/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_7/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_7/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_7/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_7/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_7/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_7/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_7/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_7/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_7/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_7/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_7/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_7/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_7/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_7/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_7/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_7/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_7/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_7/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_7/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_7/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_7/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_7/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_7/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_7/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_7/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_7/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_7/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_7/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_7/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_7/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_7/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_7/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_7/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_7/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_7/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_7/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_7/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_7/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_7/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_7/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_7/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_7/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_7/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_7/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_7/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_7/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_7/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_7/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_7/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_7_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_8/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_8/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_8/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_8/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_8/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_8/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_8/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_8/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_8_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_8_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_8/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_8/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_8/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_8/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_8/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_8/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_8/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_8/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_8/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_8/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_8/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_8/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_8/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_8/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_8/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_8/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_8/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_8/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_8/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_8/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_8/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_8/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_8/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_8/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_8/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_8/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_8/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_8/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_8/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_8/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_8/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_8/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_8/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_8/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_8/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_8/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_8/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_8/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_8/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_8/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_8_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_8/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_8/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_8/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_8/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_8/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_8/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_8/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_8/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_8/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_8/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_8/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_8/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_8/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_8/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_8_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_8_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_9/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_9/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_9/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_9/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_9/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_9/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_9/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_9_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_9/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_9_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_9_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_9/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_9/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_9/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_9/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_9/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_9/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_9/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_9/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_9/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_9/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_9/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_9/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_9/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_9/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_9/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_9/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_9/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_9/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_9/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_9/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_9/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_9/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_9/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_9/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_9/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_9/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_9/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_9/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_9/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_9/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_9/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_9/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_9/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_9/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_9/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_9/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_9/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_9/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_9/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_9/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_9_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_9/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_9/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_9/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_9/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_9/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_9/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_9/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_9/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_9/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_9/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_9/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_9/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_9/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_9/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_9_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_9_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_10/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_10/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_10/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_10/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_10/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_10/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_10/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_10/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_10_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_10_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_10/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_10/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_10/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_10/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_10/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_10/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_10/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_10/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_10/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_10/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_10/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_10/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_10/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_10/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_10/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_10/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_10/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_10/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_10/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_10/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_10/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_10/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_10/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_10/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_10/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_10/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_10/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_10/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_10/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_10/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_10/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_10/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_10/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_10/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_10/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_10/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_10/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_10/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_10/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_10/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_10_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_10/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_10/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_10/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_10/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_10/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_10/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_10/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_10/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_10/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_10/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_10/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_10/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_10/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_10/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_10_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_10_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_11/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_11/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_11/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_11/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_11/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_11/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_11/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_11/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_11_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_11_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_11/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_11/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_11/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_11/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_11/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_11/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_11/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_11/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_11/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_11/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_11/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_11/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_11/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_11/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_11/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_11/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_11/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_11/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_11/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_11/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_11/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_11/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_11/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_11/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_11/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_11/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_11/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_11/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_11/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_11/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_11/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_11/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_11/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_11/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_11/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_11/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_11/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_11/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_11/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_11/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_11_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_11/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_11/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_11/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_11/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_11/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_11/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_11/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_11/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_11/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_11/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_11/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_11/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_11/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_11/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_11_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_11_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_12/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_12/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_12/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_12/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_12/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_12/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_12/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_12/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_12_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_12_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_12/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_12/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_12/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_12/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_12/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_12/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_12/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_12/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_12/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_12/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_12/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_12/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_12/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_12/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_12/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_12/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_12/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_12/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_12/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_12/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_12/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_12/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_12/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_12/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_12/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_12/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_12/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_12/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_12/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_12/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_12/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_12/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_12/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_12/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_12/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_12/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_12/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_12/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_12/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_12/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_12_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_12/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_12/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_12/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_12/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_12/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_12/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_12/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_12/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_12/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_12/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_12/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_12/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_12/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_12/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_12_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_12_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_13/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_13/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_13/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_13/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_13/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_13/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_13/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_13/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_13_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_13_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_13/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_13/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_13/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_13/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_13/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_13/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_13/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_13/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_13/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_13/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_13/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_13/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_13/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_13/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_13/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_13/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_13/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_13/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_13/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_13/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_13/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_13/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_13/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_13/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_13/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_13/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_13/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_13/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_13/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_13/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_13/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_13/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_13/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_13/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_13/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_13/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_13/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_13/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_13/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_13/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_13_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_13/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_13/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_13/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_13/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_13/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_13/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_13/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_13/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_13/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_13/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_13/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_13/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_13/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_13/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_13_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_13_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_14/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_14/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_14/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_14/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_14/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_14/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_14/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_14/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_14_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_14_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_14/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_14/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_14/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_14/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_14/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_14/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_14/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_14/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_14/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_14/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_14/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_14/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_14/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_14/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_14/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_14/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_14/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_14/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_14/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_14/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_14/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_14/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_14/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_14/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_14/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_14/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_14/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_14/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_14/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_14/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_14/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_14/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_14/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_14/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_14/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_14/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_14/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_14/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_14/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_14/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_14_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_14/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_14/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_14/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_14/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_14/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_endpoint_data_14/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_14/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_14/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_14/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_14/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_14/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service,endpoint_data_14/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_14/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service,endpoint_data_14/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_14_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_14_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_15/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t11_distinct_src_by_dst_subnet_data_15/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_15/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port_data_15/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_15/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_subnet,proto_data_15/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_15/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t12_distinct_src_by_dst_port,proto_data_15/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_15_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_15_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_15/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_15/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region_data_15/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region_data_15/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_15/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_15/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service_data_15/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service_data_15/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_15/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_15/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_region,service_data_15/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service_data_15/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_15/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_15/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_15/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t14_distinct_users_by_service,endpoint_data_15/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint_data_15/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=16/t17_distinct_users_by_service,endpoint_data_15/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_15/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint_data_15/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_15/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_status_data_15/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_15/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint_data_15/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_15/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,status_data_15/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_15/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,status_data_15/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_15/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_endpoint,status_data_15/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_15/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint_data_15/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_15/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,status_data_15/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_15/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,endpoint,status_data_15/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_15/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_service,endpoint,status_data_15/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_15/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t15_distinct_users_by_region,service,endpoint,status_data_15/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_15_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_15/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region_data_15/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_15_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_15/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_service_data_15/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_15_http", "value": "latency", "window_secs": 900}, {"capability": 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["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_15/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_15_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,service_data_15/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_15_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_15_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=16/t16_p99_latency_by_region,endpoint_data_15/values/5m"], "sql": "SELECT 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{"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_6/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_6/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_7/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_7/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_8/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_8/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_9/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_9/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}}]} diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1-metrics8.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1-metrics8.json new file mode 100644 index 00000000..5cb50ad7 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1-metrics8.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "beacf68", "workloads": [{"dataset": "synthetic/templates=multigroup/shared=1/metrics=8", "e2e": {"metrics": {"data_0_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_0_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_1_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_1_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_2_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_2_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_3_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_3_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_4_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_4_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_5_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_5_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_6_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_6_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_7_flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_7_http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}, "queries": [{"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_0/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_0/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_0/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_0/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_0/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_0/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_0/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_0/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_0_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_0_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_0/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_0/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_0/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_0/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_0/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_0/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_0/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_0/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_0/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_0/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_0/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_0/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_0/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_0/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_0/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_0/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_0/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_0/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_0/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_0/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_0/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_0/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_0/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_0/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_0/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_0/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_0/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_0_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_0/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_0/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_0/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_0/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_0/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_0/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_0/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_0/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_0/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_0/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_0/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_0/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_0/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_0/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_0_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_0_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_1/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_1/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_1/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_1/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_1/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_1/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_1/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_1/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_1_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_1_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_1/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_1/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_1/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_1/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_1/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_1/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_1/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_1/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_1/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_1/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_1/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_1/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_1/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_1/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_1/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_1/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_1/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_1/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_1/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_1/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_1/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_1/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_1/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_1/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_1/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_1/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_1/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_1_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_1/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_1/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_1/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_1/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_1/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_1/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_1/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_1/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_1/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_1/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_1/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_1/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_1/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_1/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_1_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_1_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_2/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_2/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_2/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_2/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_2/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_2/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_2/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_2/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_2_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_2_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_2/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_2/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_2/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_2/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_2/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_2/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_2/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_2/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_2/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_2/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_2/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_2/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_2/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_2/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_2/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_2/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_2/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_2/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_2/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_2/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_2/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_2/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_2/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_2/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_2/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_2/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_2/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_2_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_2/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_2/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_2/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_2/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_2/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_2/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_2/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_2/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_2/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_2/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_2/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_2/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_2/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_2/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_2_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_2_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_3/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_3/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_3/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_3/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_3/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_3/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_3/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_3/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_3_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_3_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_3/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_3/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_3/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_3/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_3/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_3/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_3/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_3/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_3/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_3/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_3/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_3/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_3/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_3/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_3/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_3/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_3/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_3/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_3/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_3/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_3/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_3/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_3/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_3/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_3/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_3/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_3/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_3_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_3/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_3/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_3/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_3/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_3/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_3/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_3/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_3/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_3/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_3/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_3/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_3/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_3/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_3/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_3_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_3_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_4/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_4/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_4/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_4/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_4/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_4/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_4/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_4/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_4_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_4_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_4/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_4/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_4/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_4/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_4/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_4/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_4/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_4/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_4/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_4/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_4/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_4/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_4/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_4/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_4/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_4/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_4/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_4/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_4/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_4/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_4/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_4/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_4/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_4/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_4/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_4/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_4/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_4_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_4/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_4/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_4/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_4/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_4/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_4/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_4/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_4/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_4/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_4/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_4/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_4/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_4/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_4/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_4_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_4_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_5/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_5/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_5/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_5/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_5/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_5/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_5/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_5/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_5_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_5_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_5/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_5/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_5/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_5/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_5/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_5/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_5/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_5/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_5/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_5/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_5/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_5/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_5/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_5/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_5/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_5/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_5/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_5/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_5/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_5/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_5/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_5/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_5/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_5/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_5/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_5/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_5/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_5_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_5/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_5/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_5/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_5/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_5/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_5/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_5/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_5/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_5/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_5/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_5/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_5/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_5/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_5/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_5_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_5_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_6/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_6/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_6/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_6/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_6/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_6/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_6/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_6/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_6_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_6_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_6/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_6/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_6/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_6/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_6/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_6/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_6/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_6/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_6/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_6/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_6/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_6/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_6/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_6/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_6/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_6/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_6/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_6/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_6/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_6/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_6/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint,status_data_6/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_6/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,status_data_6/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_6/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint,status_data_6/keys/15m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/5m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service,endpoint,status_data_6/keys/15m"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "data_6_http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_6/values/5m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region_data_6/values/15m"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_6/values/5m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service_data_6/values/15m"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_6/values/5m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_endpoint_data_6/values/15m"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_6/values/5m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service_data_6/values/15m"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_6/values/5m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,endpoint_data_6/values/15m"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_6/values/5m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_service,endpoint_data_6/values/15m"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_6/values/5m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t16_p99_latency_by_region,service,endpoint_data_6/values/15m"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM data_6_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "data_6_http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_7/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t11_distinct_src_by_dst_subnet_data_7/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_7/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port_data_7/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_7/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_subnet,proto_data_7/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_7/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t12_distinct_src_by_dst_port,proto_data_7/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM data_7_flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "data_7_flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_7/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region_data_7/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_7/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service_data_7/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_7/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_region,service_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,service_data_7/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_7/keys/5m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_7/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t14_distinct_users_by_service,endpoint_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,endpoint_data_7/keys/15m", "synthetic/templates=multigroup/shared=1/metrics=8/t17_distinct_users_by_service,endpoint_data_7/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_7/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_endpoint_data_7/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_7/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_status_data_7/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_7/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,endpoint_data_7/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_7/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_region,status_data_7/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "data_7_http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_7/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/metrics=8/t15_distinct_users_by_service,status_data_7/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM data_7_http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "data_7_http", "value": "user_id", 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{"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_4/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_5/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_5/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_6/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_6/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}, "data_7/flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "data_7/http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}}]} diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1.json new file mode 100644 index 00000000..8da12eef --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared1.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "beacf68", "workloads": [{"dataset": "synthetic/templates=multigroup/shared=1", "e2e": {"metrics": {"flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}, "queries": [{"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/5m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/15m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service/keys/5m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service/keys/15m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service/keys/15m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region,service/keys/5m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service/keys/5m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region,service/keys/15m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service/keys/15m"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service,endpoint/keys/5m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service,endpoint/keys/5m", "synthetic/templates=multigroup/shared=1/t17_distinct_users_by_service,endpoint/keys/5m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service,endpoint/keys/15m", "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service,endpoint/keys/15m", "synthetic/templates=multigroup/shared=1/t17_distinct_users_by_service,endpoint/keys/15m"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_endpoint/keys/5m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_endpoint/keys/15m"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_status/keys/5m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_status/keys/15m"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,endpoint/keys/5m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,endpoint/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,status/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,status/keys/15m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service,status/keys/5m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service,status/keys/15m"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_endpoint,status/keys/5m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_endpoint,status/keys/15m"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service,endpoint/keys/5m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service,endpoint/keys/15m"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service,status/keys/5m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,service,status/keys/15m"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,endpoint,status/keys/5m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,endpoint,status/keys/15m"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_service,endpoint,status/keys/5m"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, 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"synthetic/templates=multigroup/shared=1/t16_p99_latency_by_region,service,endpoint/values/5m", "instant": false, "interval_secs": 60, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 2500, "keys_per_window": null}, "lookback_secs": 300, "max_N": 240000.0, "max_covered_share": 0.0319815831014899, "metric": "http", "min_N": 240000.0, "min_covered_share": 1.3440082759186053e-05, "queries_per_instance": 1, "query_id": "t16_p99_latency_by_region,service,endpoint", "range": "5m", "stream": "http/latency"}, {"assumptions": [], "capability": "quantile", "covered_groups": 2500, "covered_max_N": 57566849.58268182, "covered_min_N": 24192.148966534896, "covers_share": null, "dataset": "synthetic/templates=multigroup/shared=1", "families": [{"family": "kll", "grid_K": null, "grid_param": 2.0, "sketch": "kll-percall", "target": 0.01}, {"family": "dd", "grid_K": null, "grid_param": 2.0, "sketch": "dd", "target": 0.01}], "grouping": ["region", "service", "endpoint"], "id": "synthetic/templates=multigroup/shared=1/t16_p99_latency_by_region,service,endpoint/values/15m", "instant": false, "interval_secs": 60, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 2500, "keys_per_window": null}, "lookback_secs": 900, "max_N": 720000.0, "max_covered_share": 0.0319815831014899, "metric": "http", "min_N": 720000.0, "min_covered_share": 1.3440082759186053e-05, "queries_per_instance": 1, "query_id": "t16_p99_latency_by_region,service,endpoint", "range": "15m", "stream": "http/latency"}, {"assumptions": [], "capability": "cardinality", "covered_groups": 625, "covered_max_N": 53430806.72948102, "covered_min_N": 44907.99983574583, "covers_share": null, "dataset": "synthetic/templates=multigroup/shared=1", "families": [{"family": "hll", "grid_K": 1000000, "grid_param": 0.8, "sketch": "hll", "target": 0.02}], "grouping": ["service", "endpoint"], "id": "synthetic/templates=multigroup/shared=1/t17_distinct_users_by_service,endpoint/keys/5m", "instant": false, "interval_secs": 60, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 625, "keys_per_window": 1000000}, "lookback_secs": 300, "max_N": 960000.0, "max_covered_share": 0.08905134454913503, "metric": "http", "min_N": 960000.0, "min_covered_share": 7.484666639290972e-05, "queries_per_instance": 1, "query_id": "t17_distinct_users_by_service,endpoint", "range": "5m", "stream": "http/user_id"}, {"assumptions": [], "capability": "cardinality", "covered_groups": 625, "covered_max_N": 160292420.18844306, "covered_min_N": 134723.9995072375, "covers_share": null, "dataset": "synthetic/templates=multigroup/shared=1", "families": [{"family": "hll", "grid_K": 1000000, "grid_param": 0.8, "sketch": "hll", "target": 0.02}], "grouping": ["service", "endpoint"], "id": "synthetic/templates=multigroup/shared=1/t17_distinct_users_by_service,endpoint/keys/15m", "instant": false, "interval_secs": 60, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 625, "keys_per_window": 1000000}, "lookback_secs": 900, "max_N": 2880000.0, "max_covered_share": 0.08905134454913503, "metric": "http", "min_N": 2880000.0, "min_covered_share": 7.484666639290972e-05, "queries_per_instance": 1, "query_id": "t17_distinct_users_by_service,endpoint", "range": "15m", "stream": "http/user_id"}], "schemas": {"flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "rate": 4000000, "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "rate": 2000000, "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}}]} diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared8.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared8.json new file mode 100644 index 00000000..bbd9ab7a --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/tables/synthetic-templatesmultigroup-shared8.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "beacf68", "workloads": [{"dataset": "synthetic/templates=multigroup/shared=8", "e2e": {"metrics": {"flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 4000000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 2000000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}, "queries": [{"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t11_distinct_src_by_dst_subnet/keys/5m@60s"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t11_distinct_src_by_dst_subnet/keys/15m@60s"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port/keys/5m@60s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port/keys/15m@60s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_subnet,proto/keys/5m@60s"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_subnet,proto/keys/15m@60s"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port,proto/keys/5m@60s"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port,proto/keys/15m@60s"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region/keys/5m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region/keys/5m@60s"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region/keys/15m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region/keys/15m@60s"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service/keys/5m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service/keys/5m@60s"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service/keys/15m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service/keys/15m@60s"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region,service/keys/5m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service/keys/5m@60s"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region,service/keys/15m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service/keys/15m@60s"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service,endpoint/keys/5m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint/keys/5m@60s", "synthetic/templates=multigroup/shared=8/t17_distinct_users_by_service,endpoint/keys/5m@60s"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service,endpoint/keys/15m@60s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint/keys/15m@60s", "synthetic/templates=multigroup/shared=8/t17_distinct_users_by_service,endpoint/keys/15m@60s"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint/keys/5m@60s"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint/keys/15m@60s"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_status/keys/5m@60s"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_status/keys/15m@60s"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint/keys/5m@60s"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint/keys/15m@60s"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,status/keys/5m@60s"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,status/keys/15m@60s"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,status/keys/5m@60s"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,status/keys/15m@60s"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint,status/keys/5m@60s"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint,status/keys/15m@60s"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,endpoint/keys/5m@60s"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,endpoint/keys/15m@60s"], "sql": "SELECT region, service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,status/keys/5m@60s"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,status/keys/15m@60s"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint,status/keys/5m@60s"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint,status/keys/15m@60s"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint,status/keys/5m@60s"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint,status/keys/15m@60s"], "sql": "SELECT service, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,endpoint,status/keys/5m@60s"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,endpoint,status/keys/15m@60s"], "sql": "SELECT region, service, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region/values/5m@60s"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region/values/15m@60s"], "sql": "SELECT region, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_service/values/5m@60s"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_service/values/15m@60s"], "sql": "SELECT service, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_endpoint/values/5m@60s"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_endpoint/values/15m@60s"], "sql": "SELECT endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,service/values/5m@60s"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,service/values/15m@60s"], "sql": "SELECT region, service, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,endpoint/values/5m@60s"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,endpoint/values/15m@60s"], "sql": "SELECT region, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_service,endpoint/values/5m@60s"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_service,endpoint/values/15m@60s"], "sql": "SELECT service, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,service,endpoint/values/5m@60s"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "latency", "window_secs": 300}, {"capability": "quantile", "grouping": ["region", "service", "endpoint"], "interval_secs": 60, "quantile": 0.99, "rqes": ["synthetic/templates=multigroup/shared=8/t16_p99_latency_by_region,service,endpoint/values/15m@60s"], "sql": "SELECT region, service, endpoint, QUANTILE(0.99, latency) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, endpoint", "table": "http", "value": "latency", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t11_distinct_src_by_dst_subnet/keys/5m@300s"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_subnet"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t11_distinct_src_by_dst_subnet/keys/15m@300s"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port/keys/5m@300s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "grouping": ["dst_port"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port/keys/15m@300s"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_subnet,proto/keys/5m@300s"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, 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["synthetic/templates=multigroup/shared=8/t12_distinct_src_by_dst_port,proto/keys/15m@300s"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region/keys/5m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region/keys/5m@300s"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region/keys/15m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region/keys/15m@300s"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service/keys/5m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service/keys/5m@300s"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service/keys/15m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service/keys/15m@300s"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region,service/keys/5m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service/keys/5m@300s"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_region,service/keys/15m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service/keys/15m@300s"], "sql": "SELECT region, service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service,endpoint/keys/5m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint/keys/5m@300s", "synthetic/templates=multigroup/shared=8/t17_distinct_users_by_service,endpoint/keys/5m@300s"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "endpoint"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t14_distinct_users_by_service,endpoint/keys/15m@300s", "synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,endpoint/keys/15m@300s", "synthetic/templates=multigroup/shared=8/t17_distinct_users_by_service,endpoint/keys/15m@300s"], "sql": "SELECT service, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint/keys/5m@300s"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint/keys/15m@300s"], "sql": "SELECT endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_status/keys/5m@300s"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_status/keys/15m@300s"], "sql": "SELECT status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint/keys/5m@300s"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM 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"interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,status/keys/15m@300s"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,status/keys/5m@300s"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["service", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_service,status/keys/15m@300s"], "sql": "SELECT service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint,status/keys/5m@300s"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["endpoint", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_endpoint,status/keys/15m@300s"], "sql": "SELECT endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY endpoint, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "service", "endpoint"], 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"sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "grouping": ["region", "service", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,service,status/keys/15m@300s"], "sql": "SELECT region, service, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, service, status", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "grouping": ["region", "endpoint", "status"], "interval_secs": 300, "rqes": ["synthetic/templates=multigroup/shared=8/t15_distinct_users_by_region,endpoint,status/keys/5m@300s"], "sql": "SELECT region, endpoint, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, 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a/rqe-optimizer/results/autosketch-vs-asap-hydra/plans/synthetic-templatesmultigroup-shared8.plans.json.gz b/rqe-optimizer/results/autosketch-vs-asap-hydra/plans/synthetic-templatesmultigroup-shared8.plans.json.gz new file mode 100644 index 00000000..92c6e9a8 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-hydra/plans/synthetic-templatesmultigroup-shared8.plans.json.gz differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_sla.md b/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_sla.md new file mode 100644 index 00000000..8883a582 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_sla.md @@ -0,0 +1,715 @@ +# Version 2: cost by use under a batch latency SLA + +Each method's cost by use (`w_cpu · AUC(CPU) + w_mem · AUC(memory)`) at each SLA; ASAP and PerQuery plan for the SLA (the cheapest plan whose batch latency, the longest chain, is at most it), AutoSketch's one plan ignores it. + +## mixed: 42 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 87.7 ms, PerQuery 87.7 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 169 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 33.4 | 96.9 | 33.4 | 12.2 | yes | +| cpu | 100 | ASAP (no roll-ups) | 33.4 | 96.9 | 33.4 | 12.2 | yes | +| cpu | 100 | PerQuery-CostAware | 56 | 97.4 | 56 | 40.2 | yes | +| cpu | 100 | AutoSketch-Adapted | 2.7e+03 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| cpu | 300 | ASAP | 10.7 | 295 | 10.7 | 10.4 | yes | +| cpu | 300 | ASAP (no roll-ups) | 10.7 | 295 | 10.7 | 10.4 | yes | +| cpu | 300 | PerQuery-CostAware | 19.4 | 295 | 19.4 | 36.8 | yes | +| cpu | 300 | AutoSketch-Adapted | 2.7e+03 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| cpu | 1e+03 | ASAP | 4.49 | 989 | 4.49 | 10.8 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 4.49 | 989 | 4.49 | 10.8 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 10.1 | 989 | 10.1 | 37.9 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 2.7e+03 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| cpu | 3e+03 | ASAP | 2.74 | 2.68e+03 | 2.74 | 11.7 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 2.74 | 2.68e+03 | 2.74 | 11.7 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 7.78 | 2.97e+03 | 7.78 | 38.5 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 2.7e+03 | 1.01e+03 | 2.7e+03 | 4e+03 | yes | +| cpu | 1e+04 | ASAP | 2.74 | 2.68e+03 | 2.74 | 11.7 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 2.74 | 2.68e+03 | 2.74 | 11.7 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 7.67 | 3.33e+03 | 7.67 | 39.8 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 2.7e+03 | 1.01e+03 | 2.7e+03 | 4e+03 | yes | +| fargate | 100 | ASAP | 1.41 | 96.9 | 33.4 | 12.2 | yes | +| fargate | 100 | ASAP (no roll-ups) | 1.41 | 96.9 | 33.4 | 12.2 | yes | +| fargate | 100 | PerQuery-CostAware | 2.45 | 97.4 | 56 | 40.2 | yes | +| fargate | 100 | AutoSketch-Adapted | 127 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| fargate | 300 | ASAP | 0.48 | 295 | 10.7 | 10.4 | yes | +| fargate | 300 | ASAP (no roll-ups) | 0.48 | 295 | 10.7 | 10.4 | yes | +| fargate | 300 | PerQuery-CostAware | 0.951 | 295 | 19.4 | 36.8 | yes | +| fargate | 300 | AutoSketch-Adapted | 127 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.23 | 989 | 4.49 | 10.8 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.23 | 989 | 4.49 | 10.8 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.576 | 989 | 10.1 | 37.9 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 127 | 1.01e+03 | 2.7e+03 | 4e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.163 | 2.68e+03 | 2.74 | 11.7 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.163 | 2.68e+03 | 2.74 | 11.7 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.487 | 2.97e+03 | 7.78 | 38.5 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 127 | 1.01e+03 | 2.7e+03 | 4e+03 | yes | +| fargate | 1e+04 | ASAP | 0.163 | 2.68e+03 | 2.74 | 11.7 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.163 | 2.68e+03 | 2.74 | 11.7 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.487 | 2.97e+03 | 7.78 | 38.5 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 127 | 1.01e+03 | 2.7e+03 | 4e+03 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 100 | 0 | 11 | 11 | 33.4 | 33.4 | 0.0% | +| cpu | 300 | 0 | 11 | 11 | 10.7 | 10.7 | 0.0% | +| cpu | 1e+03 | 0 | 8 | 8 | 4.49 | 4.49 | 0.0% | +| cpu | 3e+03 | 0 | 7 | 7 | 2.74 | 2.74 | 0.0% | +| cpu | 1e+04 | 0 | 7 | 7 | 2.74 | 2.74 | 0.0% | +| fargate | 100 | 0 | 11 | 11 | 1.41 | 1.41 | 0.0% | +| fargate | 300 | 0 | 11 | 11 | 0.48 | 0.48 | 0.0% | +| fargate | 1e+03 | 0 | 8 | 8 | 0.23 | 0.23 | 0.0% | +| fargate | 3e+03 | 0 | 7 | 7 | 0.163 | 0.163 | 0.0% | +| fargate | 1e+04 | 0 | 7 | 7 | 0.163 | 0.163 | 0.0% | + +## multi-grouping: 62 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 490 ms; planning time (search + measured benchmark) 227 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 9.65 | 490 | 9.65 | 3.51 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 9.65 | 490 | 9.65 | 3.51 | **no** | +| cpu | 1e+03 | ASAP | 0.22 | 557 | 0.22 | 1.01 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 0.55 | 959 | 0.55 | 2.47 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 1.07 | 959 | 1.07 | 3.51 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 9.65 | 490 | 9.65 | 3.51 | yes | +| cpu | 3e+03 | ASAP | 0.22 | 557 | 0.22 | 1.01 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 0.55 | 959 | 0.55 | 2.47 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 1.07 | 959 | 1.07 | 3.51 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 9.65 | 490 | 9.65 | 3.51 | yes | +| cpu | 1e+04 | ASAP | 0.22 | 557 | 0.22 | 1.01 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 0.55 | 959 | 0.55 | 2.47 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 1.07 | 959 | 1.07 | 3.51 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 9.65 | 490 | 9.65 | 3.51 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 0.406 | 490 | 9.65 | 3.51 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 0.406 | 490 | 9.65 | 3.51 | **no** | +| fargate | 1e+03 | ASAP | 0.0134 | 557 | 0.22 | 1.01 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.0333 | 959 | 0.55 | 2.47 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.0589 | 959 | 1.07 | 3.51 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 0.406 | 490 | 9.65 | 3.51 | yes | +| fargate | 3e+03 | ASAP | 0.0134 | 557 | 0.22 | 1.01 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.0333 | 959 | 0.55 | 2.47 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.0589 | 959 | 1.07 | 3.51 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 0.406 | 490 | 9.65 | 3.51 | yes | +| fargate | 1e+04 | ASAP | 0.0134 | 557 | 0.22 | 1.01 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.0333 | 959 | 0.55 | 2.47 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.0589 | 959 | 1.07 | 3.51 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 0.406 | 490 | 9.65 | 3.51 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 52 | 5 | 26 | 0.22 | 0.55 | 60.0% | +| cpu | 3e+03 | 52 | 5 | 26 | 0.22 | 0.55 | 60.0% | +| cpu | 1e+04 | 52 | 5 | 26 | 0.22 | 0.55 | 60.0% | +| fargate | 1e+03 | 52 | 5 | 26 | 0.0134 | 0.0333 | 59.7% | +| fargate | 3e+03 | 52 | 5 | 26 | 0.0134 | 0.0333 | 59.7% | +| fargate | 1e+04 | 52 | 5 | 26 | 0.0134 | 0.0333 | 59.7% | + +## mixed, r = 8: 76 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 87.7 ms, PerQuery 87.7 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 169 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 33.4 | 96.9 | 33.4 | 12.2 | yes | +| cpu | 100 | ASAP (no roll-ups) | 33.4 | 96.9 | 33.4 | 12.2 | yes | +| cpu | 100 | PerQuery-CostAware | 68.9 | 97.4 | 68.9 | 47.3 | yes | +| cpu | 100 | AutoSketch-Adapted | 3.24e+03 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| cpu | 300 | ASAP | 10.7 | 295 | 10.7 | 10.4 | yes | +| cpu | 300 | ASAP (no roll-ups) | 10.7 | 295 | 10.7 | 10.4 | yes | +| cpu | 300 | PerQuery-CostAware | 26.7 | 295 | 26.7 | 43.9 | yes | +| cpu | 300 | AutoSketch-Adapted | 3.24e+03 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| cpu | 1e+03 | ASAP | 4.52 | 989 | 4.52 | 10.8 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 4.52 | 989 | 4.52 | 10.8 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 16 | 989 | 16 | 45.2 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 3.24e+03 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| cpu | 3e+03 | ASAP | 2.8 | 2.68e+03 | 2.8 | 11.7 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 2.8 | 2.68e+03 | 2.8 | 11.7 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 13.6 | 2.97e+03 | 13.6 | 45.8 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 3.24e+03 | 1.01e+03 | 3.24e+03 | 4.16e+03 | yes | +| cpu | 1e+04 | ASAP | 2.8 | 2.68e+03 | 2.8 | 11.7 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 2.8 | 2.68e+03 | 2.8 | 11.7 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 13.5 | 3.33e+03 | 13.5 | 47 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 3.24e+03 | 1.01e+03 | 3.24e+03 | 4.16e+03 | yes | +| fargate | 100 | ASAP | 1.41 | 96.9 | 33.4 | 12.2 | yes | +| fargate | 100 | ASAP (no roll-ups) | 1.41 | 96.9 | 33.4 | 12.2 | yes | +| fargate | 100 | PerQuery-CostAware | 3 | 97.4 | 68.9 | 47.3 | yes | +| fargate | 100 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| fargate | 300 | ASAP | 0.481 | 295 | 10.7 | 10.4 | yes | +| fargate | 300 | ASAP (no roll-ups) | 0.481 | 295 | 10.7 | 10.4 | yes | +| fargate | 300 | PerQuery-CostAware | 1.28 | 295 | 26.7 | 43.9 | yes | +| fargate | 300 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.231 | 989 | 4.52 | 10.8 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.231 | 989 | 4.52 | 10.8 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.851 | 989 | 16 | 45.2 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.24e+03 | 4.16e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.165 | 2.68e+03 | 2.8 | 11.7 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.165 | 2.68e+03 | 2.8 | 11.7 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.754 | 2.97e+03 | 13.6 | 45.8 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.24e+03 | 4.16e+03 | yes | +| fargate | 1e+04 | ASAP | 0.165 | 2.68e+03 | 2.8 | 11.7 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.165 | 2.68e+03 | 2.8 | 11.7 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.754 | 2.97e+03 | 13.6 | 45.8 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.24e+03 | 4.16e+03 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 100 | 0 | 11 | 11 | 33.4 | 33.4 | 0.0% | +| cpu | 300 | 0 | 11 | 11 | 10.7 | 10.7 | 0.0% | +| cpu | 1e+03 | 0 | 8 | 8 | 4.52 | 4.52 | 0.0% | +| cpu | 3e+03 | 0 | 7 | 7 | 2.8 | 2.8 | 0.0% | +| cpu | 1e+04 | 0 | 7 | 7 | 2.8 | 2.8 | 0.0% | +| fargate | 100 | 0 | 11 | 11 | 1.41 | 1.41 | 0.0% | +| fargate | 300 | 0 | 11 | 11 | 0.481 | 0.481 | 0.0% | +| fargate | 1e+03 | 0 | 8 | 8 | 0.231 | 0.231 | 0.0% | +| fargate | 3e+03 | 0 | 7 | 7 | 0.165 | 0.165 | 0.0% | +| fargate | 1e+04 | 0 | 7 | 7 | 0.165 | 0.165 | 0.0% | + +## mixed + multi-grouping: 104 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 396 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 2.71e+03 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 2.71e+03 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| cpu | 1e+03 | ASAP | 4.71 | 989 | 4.71 | 11.8 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 5.04 | 989 | 5.04 | 13.2 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 11.1 | 989 | 11.1 | 41.4 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 2.71e+03 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| cpu | 3e+03 | ASAP | 2.96 | 2.68e+03 | 2.96 | 12.7 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 3.29 | 2.68e+03 | 3.29 | 14.2 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 8.85 | 2.97e+03 | 8.85 | 42 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 2.71e+03 | 1.01e+03 | 2.71e+03 | 4.01e+03 | yes | +| cpu | 1e+04 | ASAP | 2.96 | 2.68e+03 | 2.96 | 12.7 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 3.29 | 2.68e+03 | 3.29 | 14.2 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 8.74 | 3.33e+03 | 8.74 | 43.3 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 2.71e+03 | 1.01e+03 | 2.71e+03 | 4.01e+03 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 128 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 128 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.243 | 989 | 4.71 | 11.8 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.263 | 989 | 5.04 | 13.2 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.635 | 989 | 11.1 | 41.4 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 128 | 1.01e+03 | 2.71e+03 | 4.01e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.177 | 2.68e+03 | 2.96 | 12.7 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.197 | 2.68e+03 | 3.29 | 14.2 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.545 | 2.97e+03 | 8.85 | 42 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 128 | 1.01e+03 | 2.71e+03 | 4.01e+03 | yes | +| fargate | 1e+04 | ASAP | 0.177 | 2.68e+03 | 2.96 | 12.7 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.197 | 2.68e+03 | 3.29 | 14.2 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.545 | 2.97e+03 | 8.85 | 42 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 128 | 1.01e+03 | 2.71e+03 | 4.01e+03 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 52 | 13 | 34 | 4.71 | 5.04 | 6.6% | +| cpu | 3e+03 | 52 | 12 | 33 | 2.96 | 3.29 | 10.0% | +| cpu | 1e+04 | 52 | 12 | 33 | 2.96 | 3.29 | 10.0% | +| fargate | 1e+03 | 52 | 13 | 34 | 0.243 | 0.263 | 7.6% | +| fargate | 3e+03 | 52 | 12 | 33 | 0.177 | 0.197 | 10.1% | +| fargate | 1e+04 | 52 | 12 | 33 | 0.177 | 0.197 | 10.1% | + +## multi-grouping, r = 8: 124 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 490 ms; planning time (search + measured benchmark) 227 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 11.6 | 490 | 11.6 | 4.46 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 11.6 | 490 | 11.6 | 4.46 | **no** | +| cpu | 1e+03 | ASAP | 0.241 | 557 | 0.241 | 1.01 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 0.572 | 959 | 0.572 | 2.47 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 2.04 | 959 | 2.04 | 4.47 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 11.6 | 490 | 11.6 | 4.46 | yes | +| cpu | 3e+03 | ASAP | 0.241 | 557 | 0.241 | 1.01 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 0.572 | 959 | 0.572 | 2.47 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 2.04 | 959 | 2.04 | 4.47 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 11.6 | 490 | 11.6 | 4.46 | yes | +| cpu | 1e+04 | ASAP | 0.241 | 557 | 0.241 | 1.01 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 0.572 | 959 | 0.572 | 2.47 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 2.04 | 959 | 2.04 | 4.47 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 11.6 | 490 | 11.6 | 4.46 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 0.489 | 490 | 11.6 | 4.46 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 0.489 | 490 | 11.6 | 4.46 | **no** | +| fargate | 1e+03 | ASAP | 0.0143 | 557 | 0.241 | 1.01 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.0342 | 959 | 0.572 | 2.47 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.103 | 959 | 2.04 | 4.47 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 0.489 | 490 | 11.6 | 4.46 | yes | +| fargate | 3e+03 | ASAP | 0.0143 | 557 | 0.241 | 1.01 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.0342 | 959 | 0.572 | 2.47 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.103 | 959 | 2.04 | 4.47 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 0.489 | 490 | 11.6 | 4.46 | yes | +| fargate | 1e+04 | ASAP | 0.0143 | 557 | 0.241 | 1.01 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.0342 | 959 | 0.572 | 2.47 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.103 | 959 | 2.04 | 4.47 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 0.489 | 490 | 11.6 | 4.46 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 104 | 5 | 26 | 0.241 | 0.572 | 57.9% | +| cpu | 3e+03 | 104 | 5 | 26 | 0.241 | 0.572 | 57.9% | +| cpu | 1e+04 | 104 | 5 | 26 | 0.241 | 0.572 | 57.9% | +| fargate | 1e+03 | 104 | 5 | 26 | 0.0143 | 0.0342 | 58.2% | +| fargate | 3e+03 | 104 | 5 | 26 | 0.0143 | 0.0342 | 58.2% | +| fargate | 1e+04 | 104 | 5 | 26 | 0.0143 | 0.0342 | 58.2% | + +## mixed + multi-grouping, r = 8: 200 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 396 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 3.25e+03 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 3.25e+03 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| cpu | 1e+03 | ASAP | 4.76 | 989 | 4.76 | 11.8 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 5.09 | 989 | 5.09 | 13.2 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 18.1 | 989 | 18.1 | 49.6 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 3.25e+03 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| cpu | 3e+03 | ASAP | 3.04 | 2.68e+03 | 3.04 | 12.7 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 3.37 | 2.68e+03 | 3.37 | 14.2 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 15.6 | 2.97e+03 | 15.6 | 50.2 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 3.25e+03 | 1.01e+03 | 3.25e+03 | 4.17e+03 | yes | +| cpu | 1e+04 | ASAP | 3.04 | 2.68e+03 | 3.04 | 12.7 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 3.37 | 2.68e+03 | 3.37 | 14.2 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 15.5 | 3.33e+03 | 15.5 | 51.5 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 3.25e+03 | 1.01e+03 | 3.25e+03 | 4.17e+03 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.245 | 989 | 4.76 | 11.8 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.265 | 989 | 5.09 | 13.2 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.953 | 989 | 18.1 | 49.6 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.25e+03 | 4.17e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.18 | 2.68e+03 | 3.04 | 12.7 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.2 | 2.68e+03 | 3.37 | 14.2 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.856 | 2.97e+03 | 15.6 | 50.2 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.25e+03 | 4.17e+03 | yes | +| fargate | 1e+04 | ASAP | 0.18 | 2.68e+03 | 3.04 | 12.7 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.2 | 2.68e+03 | 3.37 | 14.2 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.856 | 2.97e+03 | 15.6 | 50.2 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 150 | 1.01e+03 | 3.25e+03 | 4.17e+03 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 104 | 13 | 34 | 4.76 | 5.09 | 6.5% | +| cpu | 3e+03 | 104 | 12 | 33 | 3.04 | 3.37 | 9.8% | +| cpu | 1e+04 | 104 | 12 | 33 | 3.04 | 3.37 | 9.8% | +| fargate | 1e+03 | 104 | 13 | 34 | 0.245 | 0.265 | 7.5% | +| fargate | 3e+03 | 104 | 12 | 33 | 0.18 | 0.2 | 10.0% | +| fargate | 1e+04 | 104 | 12 | 33 | 0.18 | 0.2 | 10.0% | + +## mixed, m = 8: 336 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 87.7 ms, PerQuery 87.7 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 1.36e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 267 | 96.9 | 267 | 97.7 | yes | +| cpu | 100 | ASAP (no roll-ups) | 267 | 96.9 | 267 | 97.7 | yes | +| cpu | 100 | PerQuery-CostAware | 448 | 97.4 | 448 | 322 | yes | +| cpu | 100 | AutoSketch-Adapted | 2.16e+04 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| cpu | 300 | ASAP | 85.8 | 295 | 85.8 | 83.2 | yes | +| cpu | 300 | ASAP (no roll-ups) | 85.8 | 295 | 85.8 | 83.2 | yes | +| cpu | 300 | PerQuery-CostAware | 155 | 295 | 155 | 294 | yes | +| cpu | 300 | AutoSketch-Adapted | 2.16e+04 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| cpu | 1e+03 | ASAP | 35.9 | 989 | 35.9 | 86.2 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 35.9 | 989 | 35.9 | 86.2 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 80.5 | 989 | 80.5 | 303 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 2.16e+04 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| cpu | 3e+03 | ASAP | 22 | 2.68e+03 | 22 | 93.7 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 22 | 2.68e+03 | 22 | 93.7 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 62.3 | 2.97e+03 | 62.3 | 308 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 2.16e+04 | 1.01e+03 | 2.16e+04 | 3.2e+04 | yes | +| cpu | 1e+04 | ASAP | 22 | 2.68e+03 | 22 | 93.7 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 22 | 2.68e+03 | 22 | 93.7 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 61.3 | 3.33e+03 | 61.3 | 318 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 2.16e+04 | 1.01e+03 | 2.16e+04 | 3.2e+04 | yes | +| fargate | 100 | ASAP | 11.3 | 96.9 | 267 | 97.7 | yes | +| fargate | 100 | ASAP (no roll-ups) | 11.3 | 96.9 | 267 | 97.7 | yes | +| fargate | 100 | PerQuery-CostAware | 19.6 | 97.4 | 448 | 322 | yes | +| fargate | 100 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| fargate | 300 | ASAP | 3.84 | 295 | 85.8 | 83.2 | yes | +| fargate | 300 | ASAP (no roll-ups) | 3.84 | 295 | 85.8 | 83.2 | yes | +| fargate | 300 | PerQuery-CostAware | 7.61 | 295 | 155 | 294 | yes | +| fargate | 300 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| fargate | 1e+03 | ASAP | 1.84 | 989 | 35.9 | 86.2 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 1.84 | 989 | 35.9 | 86.2 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 4.61 | 989 | 80.5 | 303 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.16e+04 | 3.2e+04 | **no** | +| fargate | 3e+03 | ASAP | 1.31 | 2.68e+03 | 22 | 93.7 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 1.31 | 2.68e+03 | 22 | 93.7 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 3.89 | 2.97e+03 | 62.3 | 308 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.16e+04 | 3.2e+04 | yes | +| fargate | 1e+04 | ASAP | 1.31 | 2.68e+03 | 22 | 93.7 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 1.31 | 2.68e+03 | 22 | 93.7 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 3.89 | 2.97e+03 | 62.3 | 308 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.16e+04 | 3.2e+04 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 100 | 0 | 88 | 88 | 267 | 267 | 0.0% | +| cpu | 300 | 0 | 88 | 88 | 85.8 | 85.8 | 0.0% | +| cpu | 1e+03 | 0 | 64 | 64 | 35.9 | 35.9 | 0.0% | +| cpu | 3e+03 | 0 | 56 | 56 | 22 | 22 | 0.0% | +| cpu | 1e+04 | 0 | 56 | 56 | 22 | 22 | 0.0% | +| fargate | 100 | 0 | 88 | 88 | 11.3 | 11.3 | 0.0% | +| fargate | 300 | 0 | 88 | 88 | 3.84 | 3.84 | 0.0% | +| fargate | 1e+03 | 0 | 64 | 64 | 1.84 | 1.84 | 0.0% | +| fargate | 3e+03 | 0 | 56 | 56 | 1.31 | 1.31 | 0.0% | +| fargate | 1e+04 | 0 | 56 | 56 | 1.31 | 1.31 | 0.0% | + +## multi-grouping, m = 8: 496 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 490 ms; planning time (search + measured benchmark) 1.81e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 77.2 | 490 | 77.2 | 28.1 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 77.2 | 490 | 77.2 | 28.1 | **no** | +| cpu | 1e+03 | ASAP | 1.76 | 557 | 1.76 | 8.12 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 4.4 | 959 | 4.4 | 19.8 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 8.54 | 959 | 8.54 | 28.1 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 77.2 | 490 | 77.2 | 28.1 | yes | +| cpu | 3e+03 | ASAP | 1.76 | 557 | 1.76 | 8.12 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 4.4 | 959 | 4.4 | 19.8 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 8.54 | 959 | 8.54 | 28.1 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 77.2 | 490 | 77.2 | 28.1 | yes | +| cpu | 1e+04 | ASAP | 1.76 | 557 | 1.76 | 8.12 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 4.4 | 959 | 4.4 | 19.8 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 8.54 | 959 | 8.54 | 28.1 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 77.2 | 490 | 77.2 | 28.1 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 3.25 | 490 | 77.2 | 28.1 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 3.25 | 490 | 77.2 | 28.1 | **no** | +| fargate | 1e+03 | ASAP | 0.107 | 557 | 1.76 | 8.12 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.266 | 959 | 4.4 | 19.8 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.471 | 959 | 8.54 | 28.1 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 3.25 | 490 | 77.2 | 28.1 | yes | +| fargate | 3e+03 | ASAP | 0.107 | 557 | 1.76 | 8.12 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.266 | 959 | 4.4 | 19.8 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.471 | 959 | 8.54 | 28.1 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 3.25 | 490 | 77.2 | 28.1 | yes | +| fargate | 1e+04 | ASAP | 0.107 | 557 | 1.76 | 8.12 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.266 | 959 | 4.4 | 19.8 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.471 | 959 | 8.54 | 28.1 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 3.25 | 490 | 77.2 | 28.1 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 416 | 40 | 208 | 1.76 | 4.4 | 60.0% | +| cpu | 3e+03 | 416 | 40 | 208 | 1.76 | 4.4 | 60.0% | +| cpu | 1e+04 | 416 | 40 | 208 | 1.76 | 4.4 | 60.0% | +| fargate | 1e+03 | 416 | 40 | 208 | 0.107 | 0.266 | 59.7% | +| fargate | 3e+03 | 416 | 40 | 208 | 0.107 | 0.266 | 59.7% | +| fargate | 1e+04 | 416 | 40 | 208 | 0.107 | 0.266 | 59.7% | + +## mixed, m = 16: 672 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 87.7 ms, PerQuery 87.7 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 2.71e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 535 | 96.9 | 535 | 195 | yes | +| cpu | 100 | ASAP (no roll-ups) | 535 | 96.9 | 535 | 195 | yes | +| cpu | 100 | PerQuery-CostAware | 896 | 97.4 | 896 | 644 | yes | +| cpu | 100 | AutoSketch-Adapted | 4.32e+04 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| cpu | 300 | ASAP | 172 | 295 | 172 | 166 | yes | +| cpu | 300 | ASAP (no roll-ups) | 172 | 295 | 172 | 166 | yes | +| cpu | 300 | PerQuery-CostAware | 311 | 295 | 311 | 589 | yes | +| cpu | 300 | AutoSketch-Adapted | 4.32e+04 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| cpu | 1e+03 | ASAP | 71.8 | 989 | 71.8 | 172 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 71.8 | 989 | 71.8 | 172 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 161 | 989 | 161 | 606 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 4.32e+04 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| cpu | 3e+03 | ASAP | 43.9 | 2.68e+03 | 43.9 | 187 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 43.9 | 2.68e+03 | 43.9 | 187 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 125 | 2.97e+03 | 125 | 616 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 4.32e+04 | 1.01e+03 | 4.32e+04 | 6.4e+04 | yes | +| cpu | 1e+04 | ASAP | 43.9 | 2.68e+03 | 43.9 | 187 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 43.9 | 2.68e+03 | 43.9 | 187 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 123 | 3.33e+03 | 123 | 636 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 4.32e+04 | 1.01e+03 | 4.32e+04 | 6.4e+04 | yes | +| fargate | 100 | ASAP | 22.5 | 96.9 | 535 | 195 | yes | +| fargate | 100 | ASAP (no roll-ups) | 22.5 | 96.9 | 535 | 195 | yes | +| fargate | 100 | PerQuery-CostAware | 39.2 | 97.4 | 896 | 644 | yes | +| fargate | 100 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| fargate | 300 | ASAP | 7.69 | 295 | 172 | 166 | yes | +| fargate | 300 | ASAP (no roll-ups) | 7.69 | 295 | 172 | 166 | yes | +| fargate | 300 | PerQuery-CostAware | 15.2 | 295 | 311 | 589 | yes | +| fargate | 300 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| fargate | 1e+03 | ASAP | 3.67 | 989 | 71.8 | 172 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 3.67 | 989 | 71.8 | 172 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 9.22 | 989 | 161 | 606 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.32e+04 | 6.4e+04 | **no** | +| fargate | 3e+03 | ASAP | 2.61 | 2.68e+03 | 43.9 | 187 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 2.61 | 2.68e+03 | 43.9 | 187 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 7.78 | 2.97e+03 | 125 | 616 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.32e+04 | 6.4e+04 | yes | +| fargate | 1e+04 | ASAP | 2.61 | 2.68e+03 | 43.9 | 187 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 2.61 | 2.68e+03 | 43.9 | 187 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 7.78 | 2.97e+03 | 125 | 616 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.32e+04 | 6.4e+04 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 100 | 0 | 176 | 176 | 535 | 535 | 0.0% | +| cpu | 300 | 0 | 176 | 176 | 172 | 172 | 0.0% | +| cpu | 1e+03 | 0 | 128 | 128 | 71.8 | 71.8 | 0.0% | +| cpu | 3e+03 | 0 | 112 | 112 | 43.9 | 43.9 | 0.0% | +| cpu | 1e+04 | 0 | 112 | 112 | 43.9 | 43.9 | 0.0% | +| fargate | 100 | 0 | 176 | 176 | 22.5 | 22.5 | 0.0% | +| fargate | 300 | 0 | 176 | 176 | 7.69 | 7.69 | 0.0% | +| fargate | 1e+03 | 0 | 128 | 128 | 3.67 | 3.67 | 0.0% | +| fargate | 3e+03 | 0 | 112 | 112 | 2.61 | 2.61 | 0.0% | +| fargate | 1e+04 | 0 | 112 | 112 | 2.61 | 2.61 | 0.0% | + +## mixed + multi-grouping, m = 8: 832 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 3.17e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 2.17e+04 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 2.17e+04 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| cpu | 1e+03 | ASAP | 37.6 | 989 | 37.6 | 94.3 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 40.3 | 989 | 40.3 | 106 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 89 | 989 | 89 | 331 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 2.17e+04 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| cpu | 3e+03 | ASAP | 23.7 | 2.68e+03 | 23.7 | 102 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 26.4 | 2.68e+03 | 26.4 | 113 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 70.8 | 2.97e+03 | 70.8 | 336 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 2.17e+04 | 1.01e+03 | 2.17e+04 | 3.2e+04 | yes | +| cpu | 1e+04 | ASAP | 23.7 | 2.68e+03 | 23.7 | 102 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 26.4 | 2.68e+03 | 26.4 | 113 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 69.9 | 3.33e+03 | 69.9 | 346 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 2.17e+04 | 1.01e+03 | 2.17e+04 | 3.2e+04 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| fargate | 1e+03 | ASAP | 1.94 | 989 | 37.6 | 94.3 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 2.1 | 989 | 40.3 | 106 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 5.08 | 989 | 89 | 331 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.17e+04 | 3.2e+04 | **no** | +| fargate | 3e+03 | ASAP | 1.41 | 2.68e+03 | 23.7 | 102 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 1.57 | 2.68e+03 | 26.4 | 113 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 4.36 | 2.97e+03 | 70.8 | 336 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.17e+04 | 3.2e+04 | yes | +| fargate | 1e+04 | ASAP | 1.41 | 2.68e+03 | 23.7 | 102 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 1.57 | 2.68e+03 | 26.4 | 113 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 4.36 | 2.97e+03 | 70.8 | 336 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 1.02e+03 | 1.01e+03 | 2.17e+04 | 3.2e+04 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 416 | 104 | 272 | 37.6 | 40.3 | 6.6% | +| cpu | 3e+03 | 416 | 96 | 264 | 23.7 | 26.4 | 10.0% | +| cpu | 1e+04 | 416 | 96 | 264 | 23.7 | 26.4 | 10.0% | +| fargate | 1e+03 | 416 | 104 | 272 | 1.94 | 2.1 | 7.6% | +| fargate | 3e+03 | 416 | 96 | 264 | 1.41 | 1.57 | 10.1% | +| fargate | 1e+04 | 416 | 96 | 264 | 1.41 | 1.57 | 10.1% | + +## multi-grouping, m = 16: 992 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 490 ms; planning time (search + measured benchmark) 3.62e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 154 | 490 | 154 | 56.1 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 154 | 490 | 154 | 56.1 | **no** | +| cpu | 1e+03 | ASAP | 3.52 | 557 | 3.52 | 16.2 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 8.8 | 959 | 8.8 | 39.5 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 17.1 | 959 | 17.1 | 56.2 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 154 | 490 | 154 | 56.1 | yes | +| cpu | 3e+03 | ASAP | 3.52 | 557 | 3.52 | 16.2 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 8.8 | 959 | 8.8 | 39.5 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 17.1 | 959 | 17.1 | 56.2 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 154 | 490 | 154 | 56.1 | yes | +| cpu | 1e+04 | ASAP | 3.52 | 557 | 3.52 | 16.2 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 8.8 | 959 | 8.8 | 39.5 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 17.1 | 959 | 17.1 | 56.2 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 154 | 490 | 154 | 56.1 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 6.5 | 490 | 154 | 56.1 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 6.5 | 490 | 154 | 56.1 | **no** | +| fargate | 1e+03 | ASAP | 0.215 | 557 | 3.52 | 16.2 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 0.532 | 959 | 8.8 | 39.5 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.942 | 959 | 17.1 | 56.2 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 6.5 | 490 | 154 | 56.1 | yes | +| fargate | 3e+03 | ASAP | 0.215 | 557 | 3.52 | 16.2 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 0.532 | 959 | 8.8 | 39.5 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.942 | 959 | 17.1 | 56.2 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 6.5 | 490 | 154 | 56.1 | yes | +| fargate | 1e+04 | ASAP | 0.215 | 557 | 3.52 | 16.2 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 0.532 | 959 | 8.8 | 39.5 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.942 | 959 | 17.1 | 56.2 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 6.5 | 490 | 154 | 56.1 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 832 | 80 | 416 | 3.52 | 8.8 | 60.0% | +| cpu | 3e+03 | 832 | 80 | 416 | 3.52 | 8.8 | 60.0% | +| cpu | 1e+04 | 832 | 80 | 416 | 3.52 | 8.8 | 60.0% | +| fargate | 1e+03 | 832 | 80 | 416 | 0.215 | 0.532 | 59.7% | +| fargate | 3e+03 | 832 | 80 | 416 | 0.215 | 0.532 | 59.7% | +| fargate | 1e+04 | 832 | 80 | 416 | 0.215 | 0.532 | 59.7% | + +## mixed + multi-grouping, m = 16: 1664 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 490 ms, PerQuery 490 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 6.34e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 100 | AutoSketch-Adapted | 4.34e+04 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| cpu | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| cpu | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| cpu | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| cpu | 300 | AutoSketch-Adapted | 4.34e+04 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| cpu | 1e+03 | ASAP | 75.3 | 989 | 75.3 | 189 | yes | +| cpu | 1e+03 | ASAP (no roll-ups) | 80.6 | 989 | 80.6 | 212 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 178 | 989 | 178 | 663 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 4.34e+04 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| cpu | 3e+03 | ASAP | 47.4 | 2.68e+03 | 47.4 | 204 | yes | +| cpu | 3e+03 | ASAP (no roll-ups) | 52.7 | 2.68e+03 | 52.7 | 227 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 142 | 2.97e+03 | 142 | 672 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 4.34e+04 | 1.01e+03 | 4.34e+04 | 6.41e+04 | yes | +| cpu | 1e+04 | ASAP | 47.4 | 2.68e+03 | 47.4 | 204 | yes | +| cpu | 1e+04 | ASAP (no roll-ups) | 52.7 | 2.68e+03 | 52.7 | 227 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 140 | 3.33e+03 | 140 | 693 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 4.34e+04 | 1.01e+03 | 4.34e+04 | 6.41e+04 | yes | +| fargate | 100 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 100 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 100 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 100 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| fargate | 300 | ASAP | infeasible (tightest 490 ms) ||||| +| fargate | 300 | ASAP (no roll-ups) | infeasible (tightest 490 ms) ||||| +| fargate | 300 | PerQuery-CostAware | infeasible (tightest 490 ms) ||||| +| fargate | 300 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| fargate | 1e+03 | ASAP | 3.89 | 989 | 75.3 | 189 | yes | +| fargate | 1e+03 | ASAP (no roll-ups) | 4.21 | 989 | 80.6 | 212 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 10.2 | 989 | 178 | 663 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.34e+04 | 6.41e+04 | **no** | +| fargate | 3e+03 | ASAP | 2.83 | 2.68e+03 | 47.4 | 204 | yes | +| fargate | 3e+03 | ASAP (no roll-ups) | 3.14 | 2.68e+03 | 52.7 | 227 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 8.73 | 2.97e+03 | 142 | 672 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.34e+04 | 6.41e+04 | yes | +| fargate | 1e+04 | ASAP | 2.83 | 2.68e+03 | 47.4 | 204 | yes | +| fargate | 1e+04 | ASAP (no roll-ups) | 3.14 | 2.68e+03 | 52.7 | 227 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 8.73 | 2.97e+03 | 142 | 672 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 2.04e+03 | 1.01e+03 | 4.34e+04 | 6.41e+04 | yes | + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---|---| +| cpu | 1e+03 | 832 | 208 | 544 | 75.3 | 80.6 | 6.6% | +| cpu | 3e+03 | 832 | 192 | 528 | 47.4 | 52.7 | 10.0% | +| cpu | 1e+04 | 832 | 192 | 528 | 47.4 | 52.7 | 10.0% | +| fargate | 1e+03 | 832 | 208 | 544 | 3.89 | 4.21 | 7.6% | +| fargate | 3e+03 | 832 | 192 | 528 | 2.83 | 3.14 | 10.1% | +| fargate | 1e+04 | 832 | 192 | 528 | 2.83 | 3.14 | 10.1% | diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_synthetic.md b/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_synthetic.md new file mode 100644 index 00000000..7432c2dd --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/summary_synthetic.md @@ -0,0 +1,375 @@ +# Synthetic workload: AutoSketch vs. ASAP, cost by use + +Cost by use: `w_cpu · AUC(CPU) + w_mem · AUC(memory)` (CPU only, in vCPU; Fargate prices, in $/hour). Latency: a plan's query latency (its longest chain, compaction then query, CPU elastic), and the median over its RQEs. AutoSketch's planning time is its search plus its measured benchmark. + +## mixed + multi-grouping + +104 RQEs on 9 streams; dropped: 0; sanity violations: 0. AutoSketch: 238 probes, 15 distinct (metric, config); measured benchmark 396 s at N = 1e+08 (paper rate 900 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 2.93 | 2.93 | 17.8 | 1.34e+04 | 46.7 | 2.75 | 4.71 | +| cpu | ASAP (no roll-ups) | 3.26 | 3.26 | 19.2 | 1.34e+04 | 39 | 2.72 | 5.04 | +| cpu | PerQuery-CostAware | 8.74 | 8.74 | 43.3 | 3.33e+03 | 59.1 | 5.03 | 11.1 | +| cpu | AutoSketch-Adapted | 2.71e+03 | 2.71e+03 | 4.01e+03 | 1.01e+03 | 9.45 | 396 | 2.71e+03 | +| fargate | ASAP | 0.177 | 2.96 | 12.7 | 2.68e+03 | 46.7 | 2.85 | 0.243 | +| fargate | ASAP (no roll-ups) | 0.197 | 3.29 | 14.2 | 2.68e+03 | 39 | 2.79 | 0.263 | +| fargate | PerQuery-CostAware | 0.545 | 8.85 | 42 | 2.97e+03 | 59.1 | 5.04 | 0.635 | +| fargate | AutoSketch-Adapted | 128 | 2.71e+03 | 4.01e+03 | 1.01e+03 | 9.45 | 396 | 128 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 7.55), (658, 6.28), (765, 5.52), (989, 4.71), (1.19e+03, 4.65), (1.48e+03, 4.38), (2.68e+03, 2.96), (1.34e+04, 2.93) +- cpu, ASAP (no roll-ups): (490, 8.05), (658, 6.64), (765, 5.89), (989, 5.04), (1.19e+03, 4.98), (1.48e+03, 4.71), (2.68e+03, 3.29), (1.34e+04, 3.26) +- cpu, PerQuery-CostAware: (490, 16.4), (575, 14.2), (673, 12.9), (765, 12.2), (959, 11.5), (989, 11.1), (1.14e+03, 10.8), (1.34e+03, 10.2), (1.49e+03, 9.8), (2.29e+03, 9.31), (2.68e+03, 8.95), (3.33e+03, 8.74) +- fargate, ASAP: (490, 0.358), (557, 0.31), (592, 0.307), (765, 0.277), (896, 0.246), (989, 0.243), (1.19e+03, 0.24), (1.48e+03, 0.234), (2.29e+03, 0.206), (2.68e+03, 0.177) +- fargate, ASAP (no roll-ups): (490, 0.386), (557, 0.331), (592, 0.329), (765, 0.298), (896, 0.268), (989, 0.263), (1.19e+03, 0.26), (1.48e+03, 0.254), (2.29e+03, 0.226), (2.68e+03, 0.197) +- fargate, PerQuery-CostAware: (490, 0.844), (575, 0.759), (673, 0.703), (765, 0.674), (896, 0.65), (989, 0.635), (1.19e+03, 0.613), (1.49e+03, 0.584), (1.98e+03, 0.578), (2.29e+03, 0.564), (2.97e+03, 0.545) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 52 | 12 | 33 | 2.93 | 3.26 | 10.1% | +| fargate | 52 | 12 | 33 | 0.177 | 0.197 | 10.1% | + +## mixed + multi-grouping, m = 8 + +832 RQEs on 72 streams; dropped: 0; sanity violations: 0. AutoSketch: 1904 probes, 120 distinct (metric, config); measured benchmark 3.17e+03 s at N = 1e+08 (paper rate 7.2e+03 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 23.5 | 23.5 | 142 | 1.34e+04 | 46.7 | 22.3 | 37.6 | +| cpu | ASAP (no roll-ups) | 26.1 | 26.1 | 154 | 1.34e+04 | 39 | 21.9 | 40.3 | +| cpu | PerQuery-CostAware | 69.9 | 69.9 | 346 | 3.33e+03 | 59.1 | 40.9 | 89 | +| cpu | AutoSketch-Adapted | 2.17e+04 | 2.17e+04 | 3.2e+04 | 1.01e+03 | 9.45 | 3.17e+03 | 2.17e+04 | +| fargate | ASAP | 1.41 | 23.7 | 102 | 2.68e+03 | 46.7 | 24.4 | 1.94 | +| fargate | ASAP (no roll-ups) | 1.57 | 26.4 | 113 | 2.68e+03 | 39 | 23 | 2.1 | +| fargate | PerQuery-CostAware | 4.36 | 70.8 | 336 | 2.97e+03 | 59.1 | 40.9 | 5.08 | +| fargate | AutoSketch-Adapted | 1.02e+03 | 2.17e+04 | 3.2e+04 | 1.01e+03 | 9.45 | 3.17e+03 | 1.02e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 60.4), (658, 50.2), (765, 44.2), (989, 37.6), (1.19e+03, 37.2), (1.48e+03, 35), (2.68e+03, 23.7), (1.34e+04, 23.5) +- cpu, ASAP (no roll-ups): (490, 64.4), (658, 53.1), (765, 47.1), (989, 40.3), (1.19e+03, 39.8), (1.48e+03, 37.7), (2.68e+03, 26.4), (1.34e+04, 26.1) +- cpu, PerQuery-CostAware: (490, 131), (575, 114), (673, 103), (765, 97.2), (959, 91.9), (989, 89), (1.14e+03, 86.2), (1.34e+03, 81.8), (1.49e+03, 78.4), (2.29e+03, 74.5), (2.68e+03, 71.6), (3.33e+03, 69.9) +- fargate, ASAP: (490, 2.87), (557, 2.48), (592, 2.46), (765, 2.21), (896, 1.97), (989, 1.94), (1.19e+03, 1.92), (1.48e+03, 1.87), (2.29e+03, 1.65), (2.68e+03, 1.41) +- fargate, ASAP (no roll-ups): (490, 3.09), (557, 2.65), (592, 2.63), (765, 2.39), (896, 2.14), (989, 2.1), (1.19e+03, 2.08), (1.48e+03, 2.03), (2.29e+03, 1.81), (2.68e+03, 1.57) +- fargate, PerQuery-CostAware: (490, 6.75), (575, 6.07), (673, 5.62), (765, 5.39), (896, 5.2), (989, 5.08), (1.19e+03, 4.91), (1.49e+03, 4.67), (1.98e+03, 4.63), (2.29e+03, 4.51), (2.97e+03, 4.36) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 416 | 96 | 264 | 23.5 | 26.1 | 10.1% | +| fargate | 416 | 96 | 264 | 1.41 | 1.57 | 10.1% | + +## mixed + multi-grouping, m = 16 + +1664 RQEs on 144 streams; dropped: 0; sanity violations: 0. AutoSketch: 3808 probes, 240 distinct (metric, config); measured benchmark 6.34e+03 s at N = 1e+08 (paper rate 1.44e+04 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 46.9 | 46.9 | 284 | 1.34e+04 | 46.7 | 40 | 75.3 | +| cpu | ASAP (no roll-ups) | 52.2 | 52.2 | 307 | 1.34e+04 | 39 | 39.2 | 80.6 | +| cpu | PerQuery-CostAware | 140 | 140 | 693 | 3.33e+03 | 59.1 | 72.7 | 178 | +| cpu | AutoSketch-Adapted | 4.34e+04 | 4.34e+04 | 6.41e+04 | 1.01e+03 | 9.45 | 6.34e+03 | 4.34e+04 | +| fargate | ASAP | 2.83 | 47.4 | 204 | 2.68e+03 | 46.7 | 46.1 | 3.89 | +| fargate | ASAP (no roll-ups) | 3.14 | 52.7 | 227 | 2.68e+03 | 39 | 42.5 | 4.21 | +| fargate | PerQuery-CostAware | 8.73 | 142 | 672 | 2.97e+03 | 59.1 | 72.8 | 10.2 | +| fargate | AutoSketch-Adapted | 2.04e+03 | 4.34e+04 | 6.41e+04 | 1.01e+03 | 9.45 | 6.34e+03 | 2.04e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 121), (658, 100), (765, 88.4), (989, 75.3), (1.19e+03, 74.4), (1.48e+03, 70.1), (2.68e+03, 47.4), (1.34e+04, 46.9) +- cpu, ASAP (no roll-ups): (490, 129), (658, 106), (765, 94.2), (989, 80.6), (1.19e+03, 79.7), (1.48e+03, 75.4), (2.68e+03, 52.7), (1.34e+04, 52.2) +- cpu, PerQuery-CostAware: (490, 262), (575, 228), (673, 206), (765, 194), (959, 184), (989, 178), (1.14e+03, 172), (1.34e+03, 164), (1.49e+03, 157), (2.29e+03, 149), (2.68e+03, 143), (3.33e+03, 140) +- fargate, ASAP: (490, 5.73), (557, 4.96), (592, 4.91), (765, 4.43), (896, 3.94), (989, 3.89), (1.19e+03, 3.85), (1.48e+03, 3.75), (2.29e+03, 3.29), (2.68e+03, 2.83) +- fargate, ASAP (no roll-ups): (490, 6.18), (557, 5.3), (592, 5.26), (765, 4.77), (896, 4.29), (989, 4.21), (1.19e+03, 4.17), (1.48e+03, 4.06), (2.29e+03, 3.61), (2.68e+03, 3.14) +- fargate, PerQuery-CostAware: (490, 13.5), (575, 12.1), (673, 11.2), (765, 10.8), (896, 10.4), (989, 10.2), (1.19e+03, 9.82), (1.49e+03, 9.35), (1.98e+03, 9.25), (2.29e+03, 9.03), (2.97e+03, 8.73) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 832 | 192 | 528 | 46.9 | 52.2 | 10.1% | +| fargate | 832 | 192 | 528 | 2.83 | 3.14 | 10.1% | + +## mixed + multi-grouping, r = 8 + +200 RQEs on 9 streams; dropped: 0; sanity violations: 0. AutoSketch: 454 probes, 15 distinct (metric, config); measured benchmark 396 s at N = 1e+08 (paper rate 900 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 3.04 | 3.04 | 12.7 | 2.68e+03 | 46.7 | 5.45 | 4.76 | +| cpu | ASAP (no roll-ups) | 3.37 | 3.37 | 14.2 | 2.68e+03 | 39 | 5.37 | 5.09 | +| cpu | PerQuery-CostAware | 15.5 | 15.5 | 51.5 | 3.33e+03 | 34 | 9.77 | 18.1 | +| cpu | AutoSketch-Adapted | 3.25e+03 | 3.25e+03 | 4.17e+03 | 1.01e+03 | 5.33 | 396 | 3.25e+03 | +| fargate | ASAP | 0.18 | 3.04 | 12.7 | 2.68e+03 | 46.7 | 5.92 | 0.245 | +| fargate | ASAP (no roll-ups) | 0.2 | 3.37 | 14.2 | 2.68e+03 | 39 | 5.51 | 0.265 | +| fargate | PerQuery-CostAware | 0.856 | 15.6 | 50.2 | 2.97e+03 | 34 | 9.78 | 0.953 | +| fargate | AutoSketch-Adapted | 150 | 3.25e+03 | 4.17e+03 | 1.01e+03 | 5.33 | 396 | 150 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 7.59), (557, 6.39), (658, 6.32), (765, 5.57), (896, 4.82), (989, 4.76), (1.19e+03, 4.7), (1.48e+03, 4.44), (2.29e+03, 3.75), (2.68e+03, 3.04) +- cpu, ASAP (no roll-ups): (490, 8.08), (557, 6.76), (658, 6.68), (765, 5.93), (896, 5.18), (989, 5.09), (1.19e+03, 5.03), (1.48e+03, 4.77), (2.29e+03, 4.08), (2.68e+03, 3.37) +- cpu, PerQuery-CostAware: (490, 24.1), (575, 21.4), (673, 19.8), (765, 19.1), (959, 18.4), (989, 18.1), (1.14e+03, 17.7), (1.34e+03, 17), (1.49e+03, 16.6), (2.29e+03, 16.1), (2.68e+03, 15.7), (3.33e+03, 15.5) +- fargate, ASAP: (490, 0.36), (557, 0.311), (592, 0.309), (765, 0.279), (896, 0.248), (989, 0.245), (1.19e+03, 0.243), (1.48e+03, 0.237), (2.29e+03, 0.208), (2.68e+03, 0.18) +- fargate, ASAP (no roll-ups): (490, 0.387), (557, 0.333), (592, 0.33), (765, 0.3), (896, 0.27), (989, 0.265), (1.19e+03, 0.263), (1.48e+03, 0.256), (2.29e+03, 0.228), (2.68e+03, 0.2) +- fargate, PerQuery-CostAware: (490, 1.19), (575, 1.08), (673, 1.02), (765, 0.992), (896, 0.968), (989, 0.953), (1.19e+03, 0.924), (1.49e+03, 0.895), (1.98e+03, 0.889), (2.29e+03, 0.875), (2.97e+03, 0.856) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 104 | 12 | 33 | 3.04 | 3.37 | 9.8% | +| fargate | 104 | 12 | 33 | 0.18 | 0.2 | 10.0% | + +## mixed + +42 RQEs on 6 streams; dropped: 0; sanity violations: 0. AutoSketch: 100 probes, 8 distinct (metric, config); measured benchmark 169 s at N = 1e+08 (paper rate 480 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 87.7 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 2.71 | 2.71 | 16.7 | 1.34e+04 | 46.7 | 2.19 | 4.49 | +| cpu | ASAP (no roll-ups) | 2.71 | 2.71 | 16.7 | 1.34e+04 | 46.7 | 2.19 | 4.49 | +| cpu | PerQuery-CostAware | 7.67 | 7.67 | 39.8 | 3.33e+03 | 245 | 4.63 | 10.1 | +| cpu | AutoSketch-Adapted | 2.7e+03 | 2.7e+03 | 4e+03 | 1.01e+03 | 9.45 | 169 | 2.7e+03 | +| fargate | ASAP | 0.163 | 2.74 | 11.7 | 2.68e+03 | 46.7 | 2.21 | 0.23 | +| fargate | ASAP (no roll-ups) | 0.163 | 2.74 | 11.7 | 2.68e+03 | 46.7 | 2.21 | 0.23 | +| fargate | PerQuery-CostAware | 0.487 | 7.78 | 38.5 | 2.97e+03 | 245 | 4.64 | 0.576 | +| fargate | AutoSketch-Adapted | 127 | 2.7e+03 | 4e+03 | 1.01e+03 | 9.45 | 169 | 127 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (87.7, 44.1), (133, 21.7), (206, 14.1), (342, 9.91), (539, 6.13), (765, 5.3), (989, 4.49), (1.19e+03, 4.43), (1.48e+03, 4.16), (2.68e+03, 2.74), (1.34e+04, 2.71) +- cpu, ASAP (no roll-ups): (87.7, 44.1), (133, 21.7), (206, 14.1), (342, 9.91), (539, 6.13), (765, 5.3), (989, 4.49), (1.19e+03, 4.43), (1.48e+03, 4.16), (2.68e+03, 2.74), (1.34e+04, 2.71) +- cpu, PerQuery-CostAware: (87.7, 69.2), (121, 44.8), (167, 30.7), (235, 23.9), (328, 18.7), (452, 15.4), (592, 12.7), (829, 10.8), (989, 10.1), (1.19e+03, 9.53), (1.49e+03, 8.74), (2.29e+03, 8.24), (3.33e+03, 7.67) +- fargate, ASAP: (87.7, 1.85), (112, 1.11), (163, 0.732), (206, 0.616), (295, 0.48), (394, 0.4), (539, 0.296), (765, 0.263), (989, 0.23), (1.19e+03, 0.227), (1.48e+03, 0.221), (2.68e+03, 0.163) +- fargate, ASAP (no roll-ups): (87.7, 1.85), (112, 1.11), (163, 0.732), (206, 0.616), (295, 0.48), (394, 0.4), (539, 0.296), (765, 0.263), (989, 0.23), (1.19e+03, 0.227), (1.48e+03, 0.221), (2.68e+03, 0.163) +- fargate, PerQuery-CostAware: (87.7, 2.99), (118, 2.02), (163, 1.44), (227, 1.21), (305, 0.936), (394, 0.82), (592, 0.681), (765, 0.614), (989, 0.576), (1.49e+03, 0.525), (1.98e+03, 0.519), (2.97e+03, 0.487) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 0 | 7 | 7 | 2.71 | 2.71 | 0.0% | +| fargate | 0 | 7 | 7 | 0.163 | 0.163 | 0.0% | + +## mixed, m = 8 + +336 RQEs on 48 streams; dropped: 0; sanity violations: 0. AutoSketch: 800 probes, 64 distinct (metric, config); measured benchmark 1.36e+03 s at N = 1e+08 (paper rate 3.84e+03 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 87.7 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 21.7 | 21.7 | 134 | 1.34e+04 | 46.7 | 17.9 | 35.9 | +| cpu | ASAP (no roll-ups) | 21.7 | 21.7 | 134 | 1.34e+04 | 46.7 | 17.9 | 35.9 | +| cpu | PerQuery-CostAware | 61.3 | 61.3 | 318 | 3.33e+03 | 245 | 39 | 80.5 | +| cpu | AutoSketch-Adapted | 2.16e+04 | 2.16e+04 | 3.2e+04 | 1.01e+03 | 9.45 | 1.36e+03 | 2.16e+04 | +| fargate | ASAP | 1.31 | 22 | 93.7 | 2.68e+03 | 46.7 | 18.2 | 1.84 | +| fargate | ASAP (no roll-ups) | 1.31 | 22 | 93.7 | 2.68e+03 | 46.7 | 18.2 | 1.84 | +| fargate | PerQuery-CostAware | 3.89 | 62.3 | 308 | 2.97e+03 | 245 | 39.1 | 4.61 | +| fargate | AutoSketch-Adapted | 1.02e+03 | 2.16e+04 | 3.2e+04 | 1.01e+03 | 9.45 | 1.36e+03 | 1.02e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (87.7, 353), (133, 173), (206, 112), (342, 79.3), (539, 49.1), (765, 42.4), (989, 35.9), (1.19e+03, 35.4), (1.48e+03, 33.3), (2.68e+03, 22), (1.34e+04, 21.7) +- cpu, ASAP (no roll-ups): (87.7, 353), (133, 173), (206, 112), (342, 79.3), (539, 49.1), (765, 42.4), (989, 35.9), (1.19e+03, 35.4), (1.48e+03, 33.3), (2.68e+03, 22), (1.34e+04, 21.7) +- cpu, PerQuery-CostAware: (87.7, 553), (121, 358), (167, 246), (235, 191), (328, 149), (452, 123), (592, 102), (829, 86.3), (989, 80.5), (1.19e+03, 76.2), (1.49e+03, 69.9), (2.29e+03, 65.9), (3.33e+03, 61.3) +- fargate, ASAP: (87.7, 14.8), (112, 8.88), (163, 5.86), (206, 4.93), (295, 3.84), (394, 3.2), (539, 2.37), (765, 2.11), (989, 1.84), (1.19e+03, 1.82), (1.48e+03, 1.77), (2.68e+03, 1.31) +- fargate, ASAP (no roll-ups): (87.7, 14.8), (112, 8.88), (163, 5.86), (206, 4.93), (295, 3.84), (394, 3.2), (539, 2.37), (765, 2.11), (989, 1.84), (1.19e+03, 1.82), (1.48e+03, 1.77), (2.68e+03, 1.31) +- fargate, PerQuery-CostAware: (87.7, 23.9), (118, 16.1), (163, 11.5), (227, 9.68), (305, 7.48), (394, 6.56), (592, 5.45), (765, 4.91), (989, 4.61), (1.49e+03, 4.2), (1.98e+03, 4.15), (2.97e+03, 3.89) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 0 | 56 | 56 | 21.7 | 21.7 | 0.0% | +| fargate | 0 | 56 | 56 | 1.31 | 1.31 | 0.0% | + +## mixed, m = 16 + +672 RQEs on 96 streams; dropped: 0; sanity violations: 0. AutoSketch: 1600 probes, 128 distinct (metric, config); measured benchmark 2.71e+03 s at N = 1e+08 (paper rate 7.68e+03 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 87.7 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 43.4 | 43.4 | 268 | 1.34e+04 | 46.7 | 37.2 | 71.8 | +| cpu | ASAP (no roll-ups) | 43.4 | 43.4 | 268 | 1.34e+04 | 46.7 | 37.2 | 71.8 | +| cpu | PerQuery-CostAware | 123 | 123 | 636 | 3.33e+03 | 245 | 79.4 | 161 | +| cpu | AutoSketch-Adapted | 4.32e+04 | 4.32e+04 | 6.4e+04 | 1.01e+03 | 9.45 | 2.71e+03 | 4.32e+04 | +| fargate | ASAP | 2.61 | 43.9 | 187 | 2.68e+03 | 46.7 | 38.1 | 3.67 | +| fargate | ASAP (no roll-ups) | 2.61 | 43.9 | 187 | 2.68e+03 | 46.7 | 38.1 | 3.67 | +| fargate | PerQuery-CostAware | 7.78 | 125 | 616 | 2.97e+03 | 245 | 79.5 | 9.22 | +| fargate | AutoSketch-Adapted | 2.04e+03 | 4.32e+04 | 6.4e+04 | 1.01e+03 | 9.45 | 2.71e+03 | 2.04e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (87.7, 706), (133, 347), (206, 225), (342, 159), (539, 98.1), (765, 84.8), (989, 71.8), (1.19e+03, 70.9), (1.48e+03, 66.6), (2.68e+03, 43.9), (1.34e+04, 43.4) +- cpu, ASAP (no roll-ups): (87.7, 706), (133, 347), (206, 225), (342, 159), (539, 98.1), (765, 84.8), (989, 71.8), (1.19e+03, 70.9), (1.48e+03, 66.6), (2.68e+03, 43.9), (1.34e+04, 43.4) +- cpu, PerQuery-CostAware: (87.7, 1.11e+03), (121, 717), (167, 491), (235, 382), (328, 299), (452, 247), (592, 203), (829, 173), (989, 161), (1.19e+03, 152), (1.49e+03, 140), (2.29e+03, 132), (3.33e+03, 123) +- fargate, ASAP: (87.7, 29.6), (112, 17.8), (163, 11.7), (206, 9.86), (295, 7.69), (394, 6.41), (539, 4.74), (765, 4.21), (989, 3.67), (1.19e+03, 3.63), (1.48e+03, 3.53), (2.68e+03, 2.61) +- fargate, ASAP (no roll-ups): (87.7, 29.6), (112, 17.8), (163, 11.7), (206, 9.86), (295, 7.69), (394, 6.41), (539, 4.74), (765, 4.21), (989, 3.67), (1.19e+03, 3.63), (1.48e+03, 3.53), (2.68e+03, 2.61) +- fargate, PerQuery-CostAware: (87.7, 47.9), (118, 32.3), (163, 23.1), (227, 19.4), (305, 15), (394, 13.1), (592, 10.9), (765, 9.83), (989, 9.22), (1.49e+03, 8.4), (1.98e+03, 8.31), (2.97e+03, 7.78) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 0 | 112 | 112 | 43.4 | 43.4 | 0.0% | +| fargate | 0 | 112 | 112 | 2.61 | 2.61 | 0.0% | + +## mixed, r = 8 + +76 RQEs on 6 streams; dropped: 0; sanity violations: 0. AutoSketch: 178 probes, 8 distinct (metric, config); measured benchmark 169 s at N = 1e+08 (paper rate 480 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 87.7 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 2.8 | 2.8 | 11.7 | 2.68e+03 | 58.6 | 3.99 | 4.52 | +| cpu | ASAP (no roll-ups) | 2.8 | 2.8 | 11.7 | 2.68e+03 | 58.6 | 3.99 | 4.52 | +| cpu | PerQuery-CostAware | 13.5 | 13.5 | 47 | 3.33e+03 | 59.1 | 9.11 | 16 | +| cpu | AutoSketch-Adapted | 3.24e+03 | 3.24e+03 | 4.16e+03 | 1.01e+03 | 9.45 | 169 | 3.24e+03 | +| fargate | ASAP | 0.165 | 2.8 | 11.7 | 2.68e+03 | 58.6 | 4.07 | 0.231 | +| fargate | ASAP (no roll-ups) | 0.165 | 2.8 | 11.7 | 2.68e+03 | 58.6 | 4.07 | 0.231 | +| fargate | PerQuery-CostAware | 0.754 | 13.6 | 45.8 | 2.97e+03 | 59.1 | 9.12 | 0.851 | +| fargate | AutoSketch-Adapted | 150 | 3.24e+03 | 4.16e+03 | 1.01e+03 | 9.45 | 169 | 150 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (87.7, 44.1), (112, 26.2), (163, 16.9), (206, 14.1), (295, 10.7), (394, 8.73), (539, 6.15), (765, 5.33), (989, 4.52), (1.19e+03, 4.46), (1.48e+03, 4.2), (2.68e+03, 2.8) +- cpu, ASAP (no roll-ups): (87.7, 44.1), (112, 26.2), (163, 16.9), (206, 14.1), (295, 10.7), (394, 8.73), (539, 6.15), (765, 5.33), (989, 4.52), (1.19e+03, 4.46), (1.48e+03, 4.2), (2.68e+03, 2.8) +- cpu, PerQuery-CostAware: (87.7, 83.8), (121, 56.6), (167, 40), (235, 32), (328, 25.9), (452, 22.5), (592, 18.7), (829, 16.8), (989, 16), (1.19e+03, 15.3), (1.49e+03, 14.5), (2.29e+03, 14), (3.33e+03, 13.5) +- fargate, ASAP: (87.7, 1.85), (112, 1.11), (163, 0.733), (206, 0.616), (295, 0.481), (394, 0.401), (539, 0.297), (765, 0.264), (989, 0.231), (1.19e+03, 0.228), (1.48e+03, 0.222), (2.68e+03, 0.165) +- fargate, ASAP (no roll-ups): (87.7, 1.85), (112, 1.11), (163, 0.733), (206, 0.616), (295, 0.481), (394, 0.401), (539, 0.297), (765, 0.264), (989, 0.231), (1.19e+03, 0.228), (1.48e+03, 0.222), (2.68e+03, 0.165) +- fargate, PerQuery-CostAware: (87.7, 3.62), (118, 2.53), (163, 1.85), (227, 1.59), (305, 1.26), (394, 1.14), (592, 0.955), (765, 0.889), (989, 0.851), (1.49e+03, 0.793), (1.98e+03, 0.787), (2.97e+03, 0.754) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 0 | 7 | 7 | 2.8 | 2.8 | 0.0% | +| fargate | 0 | 7 | 7 | 0.165 | 0.165 | 0.0% | + +## multi-grouping + +62 RQEs on 3 streams; dropped: 0; sanity violations: 0. AutoSketch: 138 probes, 7 distinct (metric, config); measured benchmark 227 s at N = 1e+08 (paper rate 420 s). AutoSketch latency 490 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 0.22 | 0.22 | 1.01 | 557 | 24.6 | 0.523 | 0.323 | +| cpu | ASAP (no roll-ups) | 0.55 | 0.55 | 2.47 | 959 | 14.8 | 0.499 | 0.822 | +| cpu | PerQuery-CostAware | 1.07 | 1.07 | 3.51 | 959 | 14.8 | 0.281 | 1.32 | +| cpu | AutoSketch-Adapted | 9.65 | 9.65 | 3.51 | 490 | 4.9 | 227 | 9.65 | +| fargate | ASAP | 0.0134 | 0.22 | 1.01 | 557 | 24.6 | 0.553 | 0.0185 | +| fargate | ASAP (no roll-ups) | 0.0333 | 0.55 | 2.47 | 959 | 14.8 | 0.507 | 0.0463 | +| fargate | PerQuery-CostAware | 0.0589 | 1.07 | 3.51 | 959 | 14.8 | 0.283 | 0.0693 | +| fargate | AutoSketch-Adapted | 0.406 | 9.65 | 3.51 | 490 | 4.9 | 227 | 0.406 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 0.323), (557, 0.22) +- cpu, ASAP (no roll-ups): (490, 0.822), (557, 0.594), (624, 0.585), (959, 0.55) +- cpu, PerQuery-CostAware: (490, 1.32), (557, 1.17), (624, 1.09), (959, 1.07) +- fargate, ASAP: (490, 0.0185), (557, 0.0134) +- fargate, ASAP (no roll-ups): (490, 0.0463), (557, 0.035), (959, 0.0333) +- fargate, PerQuery-CostAware: (490, 0.0693), (557, 0.0631), (624, 0.0597), (959, 0.0589) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 52 | 5 | 26 | 0.22 | 0.55 | 60.0% | +| fargate | 52 | 5 | 26 | 0.0134 | 0.0333 | 59.7% | + +## multi-grouping, m = 8 + +496 RQEs on 24 streams; dropped: 0; sanity violations: 0. AutoSketch: 1104 probes, 56 distinct (metric, config); measured benchmark 1.81e+03 s at N = 1e+08 (paper rate 3.36e+03 s). AutoSketch latency 490 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 1.76 | 1.76 | 8.12 | 557 | 24.6 | 3.69 | 2.59 | +| cpu | ASAP (no roll-ups) | 4.4 | 4.4 | 19.8 | 959 | 14.8 | 3.48 | 6.58 | +| cpu | PerQuery-CostAware | 8.54 | 8.54 | 28.1 | 959 | 14.8 | 2.15 | 10.6 | +| cpu | AutoSketch-Adapted | 77.2 | 77.2 | 28.1 | 490 | 4.9 | 1.81e+03 | 77.2 | +| fargate | ASAP | 0.107 | 1.76 | 8.12 | 557 | 24.6 | 4.37 | 0.148 | +| fargate | ASAP (no roll-ups) | 0.266 | 4.4 | 19.8 | 959 | 14.8 | 3.54 | 0.371 | +| fargate | PerQuery-CostAware | 0.471 | 8.54 | 28.1 | 959 | 14.8 | 2.16 | 0.554 | +| fargate | AutoSketch-Adapted | 3.25 | 77.2 | 28.1 | 490 | 4.9 | 1.81e+03 | 3.25 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 2.59), (557, 1.76) +- cpu, ASAP (no roll-ups): (490, 6.58), (557, 4.75), (624, 4.68), (959, 4.4) +- cpu, PerQuery-CostAware: (490, 10.6), (557, 9.38), (624, 8.7), (959, 8.54) +- fargate, ASAP: (490, 0.148), (557, 0.107) +- fargate, ASAP (no roll-ups): (490, 0.371), (557, 0.28), (959, 0.266) +- fargate, PerQuery-CostAware: (490, 0.554), (557, 0.505), (624, 0.477), (959, 0.471) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 416 | 40 | 208 | 1.76 | 4.4 | 60.0% | +| fargate | 416 | 40 | 208 | 0.107 | 0.266 | 59.7% | + +## multi-grouping, m = 16 + +992 RQEs on 48 streams; dropped: 0; sanity violations: 0. AutoSketch: 2208 probes, 112 distinct (metric, config); measured benchmark 3.62e+03 s at N = 1e+08 (paper rate 6.72e+03 s). AutoSketch latency 490 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 3.52 | 3.52 | 16.2 | 557 | 24.6 | 8.52 | 5.17 | +| cpu | ASAP (no roll-ups) | 8.8 | 8.8 | 39.5 | 959 | 14.8 | 7.96 | 13.2 | +| cpu | PerQuery-CostAware | 17.1 | 17.1 | 56.2 | 959 | 14.8 | 4.96 | 21.2 | +| cpu | AutoSketch-Adapted | 154 | 154 | 56.1 | 490 | 4.9 | 3.62e+03 | 154 | +| fargate | ASAP | 0.215 | 3.52 | 16.2 | 557 | 24.6 | 9.26 | 0.296 | +| fargate | ASAP (no roll-ups) | 0.532 | 8.8 | 39.5 | 959 | 14.8 | 8.23 | 0.741 | +| fargate | PerQuery-CostAware | 0.942 | 17.1 | 56.2 | 959 | 14.8 | 4.98 | 1.11 | +| fargate | AutoSketch-Adapted | 6.5 | 154 | 56.1 | 490 | 4.9 | 3.62e+03 | 6.5 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 5.17), (557, 3.52) +- cpu, ASAP (no roll-ups): (490, 13.2), (557, 9.5), (624, 9.36), (959, 8.8) +- cpu, PerQuery-CostAware: (490, 21.2), (557, 18.8), (624, 17.4), (959, 17.1) +- fargate, ASAP: (490, 0.296), (557, 0.215) +- fargate, ASAP (no roll-ups): (490, 0.741), (557, 0.561), (959, 0.532) +- fargate, PerQuery-CostAware: (490, 1.11), (557, 1.01), (624, 0.955), (959, 0.942) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 832 | 80 | 416 | 3.52 | 8.8 | 60.0% | +| fargate | 832 | 80 | 416 | 0.215 | 0.532 | 59.7% | + +## multi-grouping, r = 8 + +124 RQEs on 3 streams; dropped: 0; sanity violations: 0. AutoSketch: 276 probes, 7 distinct (metric, config); measured benchmark 227 s at N = 1e+08 (paper rate 420 s). AutoSketch latency 490 ms; tightest feasible bound 490 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 0.241 | 0.241 | 1.01 | 557 | 24.6 | 1.22 | 0.343 | +| cpu | ASAP (no roll-ups) | 0.572 | 0.572 | 2.47 | 959 | 14.8 | 1.17 | 0.84 | +| cpu | PerQuery-CostAware | 2.04 | 2.04 | 4.47 | 959 | 14.8 | 0.575 | 2.33 | +| cpu | AutoSketch-Adapted | 11.6 | 11.6 | 4.46 | 490 | 4.9 | 227 | 11.6 | +| fargate | ASAP | 0.0143 | 0.241 | 1.01 | 557 | 24.6 | 1.32 | 0.0193 | +| fargate | ASAP (no roll-ups) | 0.0342 | 0.572 | 2.47 | 959 | 14.8 | 1.18 | 0.0471 | +| fargate | PerQuery-CostAware | 0.103 | 2.04 | 4.47 | 959 | 14.8 | 0.576 | 0.114 | +| fargate | AutoSketch-Adapted | 0.489 | 11.6 | 4.46 | 490 | 4.9 | 227 | 0.489 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (490, 0.343), (557, 0.241) +- cpu, ASAP (no roll-ups): (490, 0.84), (557, 0.612), (624, 0.605), (959, 0.572) +- cpu, PerQuery-CostAware: (490, 2.33), (557, 2.15), (624, 2.06), (959, 2.04) +- fargate, ASAP: (490, 0.0193), (557, 0.0143) +- fargate, ASAP (no roll-ups): (490, 0.0471), (557, 0.0358), (959, 0.0342) +- fargate, PerQuery-CostAware: (490, 0.114), (557, 0.107), (624, 0.103), (959, 0.103) + +Roll-up ablation (ASAP vs. ASAP without roll-ups): + +| weights | RQEs rolled up | deployments with | deployments without | cost with | cost without | saving | +|---|---|---|---|---|---|---| +| cpu | 104 | 5 | 26 | 0.241 | 0.572 | 57.9% | +| fargate | 104 | 5 | 26 | 0.0143 | 0.0342 | 58.2% | diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesall-shared1-metrics16-tp95.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesall-shared1-metrics16-tp95.json new file mode 100644 index 00000000..3d7d773f --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesall-shared1-metrics16-tp95.json @@ -0,0 +1,5613 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 14400.0, + "distinct_probes": 240, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 4096, + "heap": 32, + "rows": 5 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 0.0, + "metric": "data_0", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": null, + "metric": "data_0", + "params": {}, + "sketch": "exact-increase", + "tail_index": null, + "zipf_s": null + }, + { + "distinct_keys": null, + "metric": "data_0", + "params": {}, + "sketch": "exact-sum", + "tail_index": null, + "zipf_s": null + }, + { + "distinct_keys": 1000000.0, + "metric": "data_0/flows", + "params": { + "lg_k": 12 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.0 + }, + { + "distinct_keys": 1000000.0, + "metric": "data_0/flows", + "params": { + "lg_k": 14 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.0 + }, + { + "distinct_keys": 0.0, + "metric": "data_0/http", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 1000000.0, + "metric": "data_0/http", + "params": { + "lg_k": 12 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.8 + }, + { + "distinct_keys": 1000000.0, + "metric": "data_0/http", + "params": { + "lg_k": 14 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.8 + }, + { + "distinct_keys": 0.0, + "metric": "data_0/http", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data_0/http", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data_0", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data_0", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 10000.0, + "metric": "data_1", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data_1", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + }, + "sketch": 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b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesclassic-shared8-tp95.json new file mode 100644 index 00000000..ce2b8767 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesclassic-shared8-tp95.json @@ -0,0 +1,3365 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 480.0, + "distinct_probes": 8, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 4096, + "heap": 32, + "rows": 5 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + 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], + "workload": "synthetic/templates=multigroup/shared=1/tp95" +} \ No newline at end of file diff --git a/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesmultigroup-shared8-tp95.json b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesmultigroup-shared8-tp95.json new file mode 100644 index 00000000..aedc2296 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-hydra/synthetic-templatesmultigroup-shared8-tp95.json @@ -0,0 +1,3251 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 420.0, + "distinct_probes": 7, + "probed_configs": [ + { + "distinct_keys": 1000000.0, + "metric": "flows", + "params": { + "lg_k": 12 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.0 + }, + { + "distinct_keys": 1000000.0, + "metric": "flows", + "params": { + "lg_k": 14 + }, + "sketch": "hll", + "tail_index": null, + "zipf_s": 0.0 + }, + { + "distinct_keys": 0.0, + "metric": "http", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 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+ "w_mem": 0.0 + }, + { + "name": "fargate", + "w_cpu": 0.0405, + "w_mem": 0.00445 + } + ], + "workload": "synthetic/templates=multigroup/shared=8/tp95" +} \ No newline at end of file diff --git a/rqe-optimizer/results/autosketch-vs-asap-inputs/README.md b/rqe-optimizer/results/autosketch-vs-asap-inputs/README.md new file mode 100644 index 00000000..51987e7b --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-inputs/README.md @@ -0,0 +1,28 @@ +# Inputs of the AutoSketch vs. ASAP figures + +Everything the three figures were computed from (`../autosketch-vs-asap-synthetic/` +and `../autosketch-vs-asap-synthetic-sla/`), as run on 2026-10-08. + +- `saturation/`: the sketch-bench study on asap_sketchlib 0.3.0 (sketch-bench#174, + sketch-bench#178–sketch-bench#186), the `--saturation-dir` the runner reads: + - `optimizer_cost/rqe_atomic_costs.json`: the cost table, one row per + config of every family the optimizer plans, sketches (HLL, KLL, + DDSketch, CMS-heap top-k) and exact aggregations (exact-sum, + exact-increase, exact-min, exact-max, exact-delta-set): CPU per insert, + merge and query, memory per instance, accuracy, measured serially on one + idle machine at the synthetic data's shape; + - `out_grid_1e7_cost/`: accuracy vs. items to N = 1e7 over the grid, + including the cost table's shape (Zipf 1.1 over 1e4 keys; Pareto a = 2), + with merge curves for the sketches that lose accuracy when merged; + - `out_1e9/`: the targeted points past 1e7 that the workloads read. +- sketch-bench#213 (2026-10-14) appended the denser grid's new configs to both curve + directories: KLL `k` ∈ {25, 100, 400} and DDSketch α = 0.1, measured alone + (`study_saturation.py --sketches/--configs`) and merged with + `sketch-bench/scripts/merge_study_parts.py`, which refuses a point measured twice. Their + raw records are `raw/dense_*`. +- `tables/`: the synthetic mixed-set workloads from + `sketch-bench/scripts/export_autosketch_eval_table.py --synthetic --keep-duplicate-queries` (RQEs, streams, + targets, data shapes) and `plan.tsv` (one run per table). + +AutoSketch's measured benchmark times are next to each figure's results +(`autosketch-benchmark-times.json`, `autosketch_benchmark_times.json`). diff --git a/rqe-optimizer/results/autosketch-vs-asap-inputs/raw/README.md b/rqe-optimizer/results/autosketch-vs-asap-inputs/raw/README.md new file mode 100644 index 00000000..362712b1 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-inputs/raw/README.md @@ -0,0 +1,51 @@ +# Raw approxbench records of the study + +These are the raw approxbench records (gzipped JSONL, one record per +benchmark run) behind `../saturation/`, from the sketch-bench study on +asap_sketchlib 0.3.0 run on 2026-10-07 with `sketch-bench/scripts/study_saturation.py` +(sketch-bench main at the time, with sketch-bench#186's full-cross grid). The curves and +the cost table in `../saturation/` are reduced from them; the figures read +only those. + +Rerunning them takes **0.77 h of machine time in all, run in parallel on 5 +CloudLab machines** (Intel Xeon E5-2683 v3, 56 cores each), so about 20–30 +minutes of wall time; the cost table alone, measured serially on an idle +machine, takes 17 minutes. + +Every accuracy run is `study_saturation.py --phase accuracy --seeds 3` plus: + +| File | Machine | Arguments | Records | Run time | Feeds | +|---|---|---|---|---|---| +| `grid_topk.saturation_accuracy.jsonl.gz` | clnode155 | `--n-max 1e7 --jobs 48 --families topk` (then the K = 1e4 column refilled for sketch-bench#186) | 13,056 | 98 s + 42 s | `out_grid_1e7_cost/` | +| `grid_card.saturation_accuracy.jsonl.gz` | clnode178 | `--n-max 1e7 --jobs 48 --families cardinality` (then the K = 1e4 column refilled) | 4,896 | 100 s + 43 s | `out_grid_1e7_cost/` | +| `grid_quantile.saturation_accuracy.jsonl.gz` | clnode178 | `--n-max 1e7 --jobs 48 --families quantile --merge-shards-list 1,4,16,64` | 5,712 | 32 s | `out_grid_1e7_cost/` | +| `kll_a2.saturation_accuracy.jsonl.gz` | clnode178 | `--no-cost-shape --families quantile --alphas 2 --n-max 3.16e7 --jobs 24`, KLL k ∈ {50, 200, 800}, `--merge-shards-list 1,4,16,64,256,1024,4096,16384,65536,86400` | 1,710 | 47 s | `out_1e9/` | +| `kll_a3.saturation_accuracy.jsonl.gz` | clnode178 | as above with `--alphas 3 --n-max 3.16e8`, `--merge-shards-list 1,4,16,64,256,1024,3600,4096` | 1,656 | 362 s | `out_1e9/` | +| `dd_a2.saturation_accuracy.jsonl.gz` | clnode178 | `--no-cost-shape --families quantile --alphas 2 --n-max 3.16e7 --jobs 12`, DDSketch α ∈ {0.005, 0.01, 0.02, 0.05} | 228 | 12 s | `out_1e9/` | +| `dd_a3.saturation_accuracy.jsonl.gz` | clnode178 | as above with `--alphas 3 --n-max 3.16e8` | 276 | 146 s | `out_1e9/` | +| `topk_1e9_3.saturation_accuracy.jsonl.gz` | clnode138 | `--no-cost-shape --families topk --thetas 1.1 --cardinalities 10000 --n-max 1e9 --jobs 24`, rows = 3 | 300 | 389 s | `out_1e9/` | +| `topk_1e9_5.saturation_accuracy.jsonl.gz` | clnode167 | as above, rows = 5 | 300 | 437 s | `out_1e9/` | +| `optimizer_cost.rqe_atomic_costs_raw.jsonl.gz`, `optimizer_cost.rqe_atomic_costs_grid.jsonl.gz` | clnode109 (alone) | `--phase optimizer-cost --seeds 3` (cost and accuracy passes, sketches and exact aggregations, serially) | 188 | 1047 s | `optimizer_cost/` | + +Run times are each file's first-to-last record timestamps; the refills ran +about 40 minutes after their grids and are counted separately. + +## The denser grid (sketch-bench#213, measured 2026-10-13/14 UTC) + +Only the new configs, with the same arguments as the rows above plus +`--sketches`/`--configs`; accuracy runs on clnode130 (the same Xeon +E5-2683 v3 node type), cost rows serially on idle clnode138, where the +existing cost rows were measured. + +| File | Arguments | Feeds | +|---|---|---| +| `dense_grid_q.saturation_accuracy.jsonl.gz` | as `grid_quantile`, `--sketches kll-percall,dd --configs k=25,k=100,k=400,alpha=0.1` | `out_grid_1e7_cost/` | +| `dense_kll_a2…`, `dense_kll_a3…` | as `kll_a2`, `kll_a3`, `--sketches kll-percall --configs k=25,k=100,k=400` | `out_1e9/` | +| `dense_dd_a2…`, `dense_dd_a3…` | as `dd_a2`, `dd_a3`, `--sketches dd --configs alpha=0.1` | `out_1e9/` | +| `dense_optimizer_cost_q.rqe_atomic_costs_raw.jsonl.gz` | `--phase optimizer-cost --seeds 3 --families quantile --sketches kll-percall,dd --configs k=25,k=100,k=400,alpha=0.1` | the cost table's 4 new rows | +| `dense_optimizer_cost_h.rqe_atomic_costs_raw.jsonl.gz` | `--phase optimizer-cost --seeds 3 --families hydra --sketches hydra-hll,hydra-kll --hydra-variants hydra-hll,hydra-kll --hydra-ws 65536` (4-shard merges) | the cost table's 3 new Hydra rows | + +The Hydra W = 65536 accuracy rows (999 runs, `--phase hydra --hydra-sweeps eval +--hydra-ws 65536 --hydra-variants hydra-hll,hydra-kll --hydra-shard i/4` on +clnode109/155/167/178) are appended to 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b/rqe-optimizer/results/autosketch-vs-asap-inputs/raw/topk_1e9_5.saturation_accuracy.jsonl.gz differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/optimizer_cost/rqe_atomic_costs.json b/rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/optimizer_cost/rqe_atomic_costs.json new file mode 100644 index 00000000..b8af816a --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/optimizer_cost/rqe_atomic_costs.json @@ -0,0 +1,1764 @@ +[ + { + "sketch": "cms-heap-topk-fastpath-vector2d", + "sketch_config": { + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + } + }, + "mem_bytes_per_instance": 6976.0, + "insert_cpu_secs": 6.265340000000001e-08, + "merge_cpu_secs": 5.413333333333334e-06, + "query_cpu_secs": 3.7792968750000003e-07, + "query_accuracy": { + "accuracy_runs": 1.0, + "est_top_k_count": 32.0, + "k": 32.0, + "precision_at_k": 0.65625, + "recall_at_k": 0.71875, + "true_top_k_count": 32.0 + }, + "accuracy_metric": "precision_at_k", + "measured_at": { + "items_per_instance": 1000000, + "keys_per_instance": 10000, + "value_range": [ + 1.0, + 10000.0 + ], + "merge_operand_items": 62500, + "distribution": { + "kind": "zipf", + "skewness": 1.1, + "population_size": 10000, + "seed": 42 + } + } + }, + { + "sketch": "cms-heap-topk-fastpath-vector2d", + "sketch_config": { + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": { + "cols": 256, + "heap": 128, + "rows": 3 + } + }, + "mem_bytes_per_instance": 18688.0, + "insert_cpu_secs": 6.18736e-08, + "merge_cpu_secs": 1.7613333333333333e-05, + "query_cpu_secs": 6.916015624999999e-07, + "query_accuracy": { + "accuracy_runs": 1.0, + "est_top_k_count": 32.0, + "k": 32.0, + "precision_at_k": 0.65625, + "recall_at_k": 0.71875, + "true_top_k_count": 32.0 + }, + "accuracy_metric": "precision_at_k", + "measured_at": { + "items_per_instance": 1000000, + "keys_per_instance": 10000, + "value_range": [ + 1.0, + 10000.0 + ], + "merge_operand_items": 62500, + "distribution": { + "kind": "zipf", + "skewness": 1.1, + "population_size": 10000, + "seed": 42 + } + } + }, + { + "sketch": "cms-heap-topk-fastpath-vector2d", + "sketch_config": { + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": { + "cols": 256, + "heap": 512, + "rows": 3 + } + }, + "mem_bytes_per_instance": 65536.0, + "insert_cpu_secs": 6.518740000000001e-08, + "merge_cpu_secs": 7.207999999999999e-05, + "query_cpu_secs": 1.6177734374999998e-06, + "query_accuracy": { + "accuracy_runs": 1.0, + "est_top_k_count": 32.0, + "k": 32.0, + "precision_at_k": 0.65625, + "recall_at_k": 0.71875, + "true_top_k_count": 32.0 + }, + "accuracy_metric": "precision_at_k", + "measured_at": { + "items_per_instance": 1000000, + "keys_per_instance": 10000, + "value_range": [ + 1.0, + 10000.0 + ], + "merge_operand_items": 62500, + "distribution": { + "kind": "zipf", + "skewness": 1.1, + "population_size": 10000, + "seed": 42 + } + } + }, + { + "sketch": "cms-heap-topk-fastpath-vector2d", + "sketch_config": { + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": { + "cols": 256, + "heap": 2048, + "rows": 3 + } + }, + "mem_bytes_per_instance": 252928.0, + "insert_cpu_secs": 7.059499999999999e-08, + "merge_cpu_secs": 0.00032728, + "query_cpu_secs": 6.457617187500001e-06, + "query_accuracy": { + "accuracy_runs": 1.0, + "est_top_k_count": 32.0, + "k": 32.0, + "precision_at_k": 0.65625, + "recall_at_k": 0.71875, + "true_top_k_count": 32.0 + }, + "accuracy_metric": "precision_at_k", + "measured_at": { + "items_per_instance": 1000000, + "keys_per_instance": 10000, + "value_range": [ + 1.0, + 10000.0 + ], + "merge_operand_items": 62500, + "distribution": { + "kind": "zipf", + "skewness": 1.1, + "population_size": 10000, + "seed": 42 + } + } + }, + { + "sketch": "cms-heap-topk-fastpath-vector2d", + "sketch_config": { + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + } + 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/dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-inputs/tables/plan.tsv @@ -0,0 +1,4 @@ +synthetic-templatesall-shared1.json p95 synthetic-templatesall-shared1-tp95.json +synthetic-templatesall-shared8.json p95 synthetic-templatesall-shared8-tp95.json +synthetic-templatesall-shared1-metrics8.json p95 synthetic-templatesall-shared1-metrics8-tp95.json +synthetic-templatesall-shared1-metrics16.json p95 synthetic-templatesall-shared1-metrics16-tp95.json diff --git a/rqe-optimizer/results/autosketch-vs-asap-inputs/tables/synthetic-templatesall-shared1-metrics16.json b/rqe-optimizer/results/autosketch-vs-asap-inputs/tables/synthetic-templatesall-shared1-metrics16.json new file mode 100644 index 00000000..b2c49144 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-inputs/tables/synthetic-templatesall-shared1-metrics16.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "289818e+usage", "workloads": 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"values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000.0, "metric": "data", "min_N": 17280000.0, "queries_per_instance": 1, "query_id": "quantile_over_time_p0.75", "range": "24h@300s", "stream": "series/dist"}, {"assumptions": [], "capability": "quantile", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "kll", "grid_K": null, "grid_param": 2.0, "sketch": "kll-percall", "target": 0.01}, {"family": "dd", "grid_K": null, "grid_param": 2.0, "sketch": "dd", "target": 0.01}], "id": "synthetic/templates=all/shared=8/quantile_over_time_p0.9/values/24h@300s", "instant": false, "interval_secs": 300, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000.0, "metric": "data", "min_N": 17280000.0, "queries_per_instance": 1, "query_id": "quantile_over_time_p0.9", "range": "24h@300s", "stream": "series/dist"}, {"assumptions": [], "capability": "rate", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "exact-increase", "grid_K": null, "grid_param": null, "sketch": "exact-increase", "target": 0.0}], "id": "synthetic/templates=all/shared=8/rate/keys/24h@300s", "instant": false, "interval_secs": 300, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000.0, "metric": "data", "min_N": 17280000.0, "queries_per_instance": 1, "query_id": "rate", "range": "24h@300s", "stream": "series/increment"}, {"assumptions": [], "capability": "rate", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "exact-increase", "grid_K": null, "grid_param": null, "sketch": "exact-increase", "target": 0.0}], "id": "synthetic/templates=all/shared=8/sum_by_job_rate/keys/24h@300s", "instant": false, "interval_secs": 300, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000000.0, "metric": "data", "min_N": 17280000000.0, "queries_per_instance": 1, "query_id": "sum_by_job_rate", "range": "24h@300s", "stream": "job/increment"}, {"assumptions": [], "capability": "sum", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "exact-sum", "grid_K": null, "grid_param": null, "sketch": "exact-sum", "target": 0.0}], "id": "synthetic/templates=all/shared=8/sum_by_job_sum_over_time/keys/24h@300s", "instant": false, "interval_secs": 300, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000000.0, "metric": "data", "min_N": 17280000000.0, "queries_per_instance": 1, "query_id": "sum_by_job_sum_over_time", "range": "24h@300s", "stream": "job/value"}, {"assumptions": [], "capability": "topk", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "topk", "grid_K": 10000, "grid_param": 1.1, "sketch": "cms-heap-topk-fastpath-vector2d", "target": 0.95}], "id": "synthetic/templates=all/shared=8/topk32_sum_by_label0_rate/keys/24h@300s", "instant": false, "interval_secs": 300, "kind": "keys", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 1, "keys_per_window": 10000}, "lookback_secs": 86400, "max_N": 172800000000.0, "metric": "data", "min_N": 172800000000.0, "queries_per_instance": 1, "query_id": "topk32_sum_by_label0_rate", "range": "24h@300s", "stream": "label_0/increment"}, {"assumptions": [], "capability": "quantile", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "kll", "grid_K": null, "grid_param": 2.0, "sketch": "kll-percall", "target": 0.01}, {"family": "dd", "grid_K": null, "grid_param": 2.0, "sketch": "dd", "target": 0.01}], "id": "synthetic/templates=all/shared=8/quantile_over_time_p0.95/values/24h@300s", "instant": false, "interval_secs": 300, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000.0, "metric": "data", "min_N": 17280000.0, "queries_per_instance": 1, "query_id": "quantile_over_time_p0.95", "range": "24h@300s", "stream": "series/dist"}, {"assumptions": [], "capability": "quantile", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "kll", "grid_K": null, "grid_param": 2.0, "sketch": "kll-percall", "target": 0.01}, {"family": "dd", "grid_K": null, "grid_param": 2.0, "sketch": "dd", "target": 0.01}], "id": "synthetic/templates=all/shared=8/quantile_over_time_p0.99/values/24h@300s", "instant": false, "interval_secs": 300, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 86400, "max_N": 17280000.0, "metric": "data", "min_N": 17280000.0, "queries_per_instance": 1, "query_id": "quantile_over_time_p0.99", "range": "24h@300s", "stream": "series/dist"}, {"assumptions": [], "capability": "quantile", "dataset": "synthetic/templates=all/shared=8", "families": [{"family": "kll", "grid_K": null, "grid_param": 2.0, "sketch": "kll-percall", "target": 0.01}, {"family": "dd", "grid_K": null, "grid_param": 2.0, "sketch": "dd", "target": 0.01}], "id": "synthetic/templates=all/shared=8/quantile_over_time_p0.95/values/15m@60s", "instant": false, "interval_secs": 60, "kind": "values", "label_set": {"arrival_rate_per_sec": 2000000, "groups": 10000, "keys_per_window": null}, "lookback_secs": 900, "max_N": 180000.0, "metric": "data", "min_N": 180000.0, "queries_per_instance": 1, "query_id": "quantile_over_time_p0.95", "range": "15m@60s", "stream": "series/dist"}]}]} \ No newline at end of file diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/README.md b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/README.md new file mode 100644 index 00000000..ebb5c8c3 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/README.md @@ -0,0 +1,84 @@ +# Synthetic mixed set: AutoSketch vs. ASAP under a batch latency SLA (version 2) + +Version 2 of the evaluation in ProjectASAP/ASAPQuery#777, with the cost model +of `rqe-optimizer/docs/rqe_optimizer_cost_model.md`, "Cost by use and batch +latency": + +- **Cost by use:** `w_cpu · AUC(CPU) + w_mem · AUC(memory)`, CPU elastic, for + two weight settings: CPU only (vCPU), and Fargate's prices ($/hour). +- **Batch latency:** the longest chain of a batch (the newest window's + compaction, then the query). This is the job placement's closed form with + elastic CPU. +- **ASAP and PerQuery:** at each SLA `L` ∈ {100, 300, 1000, 3000, 10000} ms, + each plans the cheapest plan whose batch latency is at most `L` + (`milp::minimize_usage_cost` with `latency_bound_ms`). The solve is exact, + so every plan meets its SLA. +- **AutoSketch-Adapted:** keeps its one plan (accuracy only, memory + objective), and `meets_sla` says whether that plan's latency meets each + SLA. + +Version 1 (no latency constraint, with the cost–latency frontiers) is in +`../autosketch-vs-asap-synthetic/`. Both versions come from the same runner; +the JSON files here hold version 2 in `sla_results`. + +## Results + +Run on clnode109 (Intel Xeon E5-2683 v3 @ 2.00 GHz, 56 cores, 2026-10-08), +`--runs 3`, without per-RQE choices in the JSON files, over the asap_sketchlib +0.3.0 study. `fig_cost_vs_sla.png` plots each method's cost at each SLA; +`summary_sla.md` has every number. + +No RQE was dropped, and no sanity check failed: every ASAP and PerQuery plan +meets its SLA, and ASAP costs no more than PerQuery at each SLA. The tightest +SLA either method can meet is 92 ms. AutoSketch's latency is 1011 ms, so it +meets only the 3000 and 10000 ms SLAs. + +CPU only (vCPU): + +| Workload | RQEs | SLA (ms) | ASAP | PerQuery-CostAware | AutoSketch-Adapted | +|---|---|---|---|---|---| +| mixed | 50 | 100 | 34.5 | 59.2 | 3410 (misses) | +| | | 1000 | 5.12 | 12.0 | 3410 (misses) | +| | | 3000 | 3.32 | 9.74 | 3410 | +| mixed, r = 8 | 92 | 100 | 34.5 | 74.2 | 4089 (misses) | +| | | 1000 | 5.15 | 19.3 | 4089 (misses) | +| | | 3000 | 3.39 | 16.9 | 4089 | +| mixed, m = 8 | 400 | 100 | 276 | 473 | 27280 (misses) | +| | | 1000 | 41.0 | 96.2 | 27280 (misses) | +| | | 3000 | 26.6 | 77.9 | 27280 | +| mixed, m = 16 | 800 | 100 | 553 | 947 | 54560 (misses) | +| | | 1000 | 81.9 | 192 | 54560 (misses) | +| | | 3000 | 53.2 | 156 | 54560 | + +## Planning time + +| Workload | ASAP (candidates + MILP, unbounded) | PerQuery | AutoSketch: search + measured benchmark | +|---|---|---|---| +| mixed | 0.67 s | 0.57 s | 0.002 s + 197 s | +| mixed, r = 8 | 1.48 s | 1.02 s | 0.003 s + 197 s | +| mixed, m = 8 | 6.17 s | 5.08 s | 0.014 s + 1580 s | +| mixed, m = 16 | 13.4 s | 10.8 s | 0.029 s + 3159 s | + +**How the AutoSketch benchmark is measured:** +`sketch-bench/scripts/autosketch_benchmark_time.py` runs every probed config's +approxbench accuracy benchmark, serially, alone on clnode109 +(`autosketch_benchmark_times.json`). +- Each run is 1e8 items on the probe's data shape: generate the data, run the + sketch, compute the exact baseline, and score it. It takes 20–33 s. +- AutoSketch benchmarks each probed config once per metric, on that metric's + data. Exact accumulators have nothing to benchmark. +- For reference, the paper's rate (60 s per probe) would give 600 s at m = 1. + +## Reproduce + +```sh +# The inputs these results used are committed: TABLES=../autosketch-vs-asap-inputs/tables, +# DIR=../autosketch-vs-asap-inputs/saturation (paths from this directory). +python3 $SKETCH_BENCH/scripts/export_autosketch_eval_table.py --synthetic --keep-duplicate-queries --out TABLES +# For each row of TABLES/plan.tsv: +target/release/examples/autosketch_vs_asap synthetic --table TABLES/T --target p95 \ + --saturation-dir DIR --out OUT/R --runs 3 +python3 $SKETCH_BENCH/scripts/autosketch_benchmark_time.py --binary $SKETCH_BENCH/target/release/approxbench \ + --out OUT/autosketch_benchmark_times.json OUT/synthetic-*-tp95.json +python3 rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py OUT OUT/synthetic-*-tp95.json +``` diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/autosketch_benchmark_times.json b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/autosketch_benchmark_times.json new file mode 100644 index 00000000..b89bd708 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/autosketch_benchmark_times.json @@ -0,0 +1,13 @@ +{ + "n": 100000000.0, + "secs": { + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 1024, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 30.015000520041212, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 256, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 29.97826699295547, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 4096, \"heap\": 32, \"rows\": 5}, 1.1, 10000.0, null]": 32.782468877965584, + "[\"dd\", {\"alpha\": 0.01}, null, 0.0, 2.0]": 20.88106087304186, + "[\"dd\", {\"alpha\": 0.02}, null, 0.0, 2.0]": 20.3115760050714, + "[\"dd\", {\"alpha\": 0.05}, null, 0.0, 2.0]": 21.284956771996804, + "[\"kll-percall\", {\"k\": 200}, null, 0.0, 2.0]": 21.087565606925637, + "[\"kll-percall\", {\"k\": 50}, null, 0.0, 2.0]": 21.10875491797924 + } +} \ No newline at end of file diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/fig_cost_vs_sla.png b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/fig_cost_vs_sla.png new file mode 100644 index 00000000..8fc2c765 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/fig_cost_vs_sla.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/summary_sla.md b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/summary_sla.md new file mode 100644 index 00000000..e83a8f2e --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/summary_sla.md @@ -0,0 +1,151 @@ +# Version 2: cost by use under a batch latency SLA + +Each method's cost by use (`w_cpu · AUC(CPU) + w_mem · AUC(memory)`) at each SLA; ASAP and PerQuery plan for the SLA (the cheapest plan whose batch latency, the longest chain, is at most it), AutoSketch's one plan ignores it. + +## mixed: 50 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 92 ms, PerQuery 92 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 197 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 34.5 | 98.1 | 34.5 | 33.6 | yes | +| cpu | 100 | PerQuery-CostAware | 59.2 | 98.1 | 59.2 | 170 | yes | +| cpu | 100 | AutoSketch-Adapted | 3.41e+03 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| cpu | 300 | ASAP | 12.4 | 295 | 12.4 | 16.3 | yes | +| cpu | 300 | PerQuery-CostAware | 23.6 | 295 | 23.6 | 68.3 | yes | +| cpu | 300 | AutoSketch-Adapted | 3.41e+03 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| cpu | 1e+03 | ASAP | 5.12 | 982 | 5.12 | 31.3 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 12 | 982 | 12 | 157 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 3.41e+03 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| cpu | 3e+03 | ASAP | 3.32 | 2.94e+03 | 3.32 | 32.4 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 9.74 | 2.94e+03 | 9.74 | 161 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 3.41e+03 | 1.01e+03 | 3.41e+03 | 5.65e+03 | yes | +| cpu | 1e+04 | ASAP | 3.32 | 2.94e+03 | 3.32 | 32.4 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 9.55 | 3.84e+03 | 9.55 | 161 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 3.41e+03 | 1.01e+03 | 3.41e+03 | 5.65e+03 | yes | +| fargate | 100 | ASAP | 1.5 | 98.1 | 35 | 18.7 | yes | +| fargate | 100 | PerQuery-CostAware | 2.84 | 98.1 | 61.7 | 75.2 | yes | +| fargate | 100 | AutoSketch-Adapted | 163 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| fargate | 300 | ASAP | 0.573 | 295 | 12.4 | 16.2 | yes | +| fargate | 300 | PerQuery-CostAware | 1.26 | 295 | 23.7 | 67.6 | yes | +| fargate | 300 | AutoSketch-Adapted | 163 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.284 | 989 | 5.13 | 17.1 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 0.813 | 989 | 12.4 | 69.8 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 163 | 1.01e+03 | 3.41e+03 | 5.65e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.22 | 2.94e+03 | 3.35 | 19 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 0.72 | 2.97e+03 | 9.97 | 71.1 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 163 | 1.01e+03 | 3.41e+03 | 5.65e+03 | yes | +| fargate | 1e+04 | ASAP | 0.22 | 2.94e+03 | 3.35 | 19 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 0.72 | 2.97e+03 | 9.97 | 71.1 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 163 | 1.01e+03 | 3.41e+03 | 5.65e+03 | yes | + +## mixed, r = 8: 92 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 92 ms, PerQuery 92 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 197 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 34.5 | 98.1 | 34.5 | 33.6 | yes | +| cpu | 100 | PerQuery-CostAware | 74.2 | 98.1 | 74.2 | 200 | yes | +| cpu | 100 | AutoSketch-Adapted | 4.09e+03 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| cpu | 300 | ASAP | 12.4 | 295 | 12.4 | 16.3 | yes | +| cpu | 300 | PerQuery-CostAware | 32.5 | 296 | 32.5 | 82 | yes | +| cpu | 300 | AutoSketch-Adapted | 4.09e+03 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| cpu | 1e+03 | ASAP | 5.15 | 982 | 5.15 | 31.3 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 19.3 | 982 | 19.3 | 188 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 4.09e+03 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| cpu | 3e+03 | ASAP | 3.39 | 2.94e+03 | 3.39 | 32.4 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 16.9 | 2.94e+03 | 16.9 | 191 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 4.09e+03 | 1.01e+03 | 4.09e+03 | 5.88e+03 | yes | +| cpu | 1e+04 | ASAP | 3.39 | 2.94e+03 | 3.39 | 32.4 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 16.7 | 3.84e+03 | 16.7 | 191 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 4.09e+03 | 1.01e+03 | 4.09e+03 | 5.88e+03 | yes | +| fargate | 100 | ASAP | 1.5 | 98.1 | 35 | 18.7 | yes | +| fargate | 100 | PerQuery-CostAware | 3.52 | 98.1 | 77 | 88.8 | yes | +| fargate | 100 | AutoSketch-Adapted | 192 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| fargate | 300 | ASAP | 0.574 | 295 | 12.4 | 16.2 | yes | +| fargate | 300 | PerQuery-CostAware | 1.68 | 296 | 32.5 | 81.3 | yes | +| fargate | 300 | AutoSketch-Adapted | 192 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| fargate | 1e+03 | ASAP | 0.285 | 989 | 5.17 | 17.1 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 1.18 | 989 | 19.9 | 83.8 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 192 | 1.01e+03 | 4.09e+03 | 5.88e+03 | **no** | +| fargate | 3e+03 | ASAP | 0.223 | 2.94e+03 | 3.42 | 19 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 1.08 | 2.97e+03 | 17.2 | 85.1 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 192 | 1.01e+03 | 4.09e+03 | 5.88e+03 | yes | +| fargate | 1e+04 | ASAP | 0.223 | 2.94e+03 | 3.42 | 19 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 1.08 | 2.97e+03 | 17.2 | 85.1 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 192 | 1.01e+03 | 4.09e+03 | 5.88e+03 | yes | + +## mixed, m = 8: 400 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 92 ms, PerQuery 92 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 1.58e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 276 | 98.1 | 276 | 268 | yes | +| cpu | 100 | PerQuery-CostAware | 473 | 98.1 | 473 | 1.36e+03 | yes | +| cpu | 100 | AutoSketch-Adapted | 2.73e+04 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| cpu | 300 | ASAP | 98.9 | 295 | 98.9 | 131 | yes | +| cpu | 300 | PerQuery-CostAware | 189 | 295 | 189 | 547 | yes | +| cpu | 300 | AutoSketch-Adapted | 2.73e+04 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| cpu | 1e+03 | ASAP | 41 | 982 | 41 | 251 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 96.2 | 982 | 96.2 | 1.26e+03 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 2.73e+04 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| cpu | 3e+03 | ASAP | 26.6 | 2.94e+03 | 26.6 | 259 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 77.9 | 2.94e+03 | 77.9 | 1.29e+03 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 2.73e+04 | 1.01e+03 | 2.73e+04 | 4.52e+04 | yes | +| cpu | 1e+04 | ASAP | 26.6 | 2.94e+03 | 26.6 | 259 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 76.4 | 3.84e+03 | 76.4 | 1.29e+03 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 2.73e+04 | 1.01e+03 | 2.73e+04 | 4.52e+04 | yes | +| fargate | 100 | ASAP | 12 | 98.1 | 280 | 149 | yes | +| fargate | 100 | PerQuery-CostAware | 22.7 | 98.1 | 494 | 602 | yes | +| fargate | 100 | AutoSketch-Adapted | 1.31e+03 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| fargate | 300 | ASAP | 4.59 | 295 | 99 | 129 | yes | +| fargate | 300 | PerQuery-CostAware | 10.1 | 295 | 190 | 541 | yes | +| fargate | 300 | AutoSketch-Adapted | 1.31e+03 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| fargate | 1e+03 | ASAP | 2.27 | 989 | 41.1 | 136 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 6.5 | 989 | 99.1 | 559 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 1.31e+03 | 1.01e+03 | 2.73e+04 | 4.52e+04 | **no** | +| fargate | 3e+03 | ASAP | 1.76 | 2.94e+03 | 26.8 | 152 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 5.76 | 2.97e+03 | 79.8 | 569 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 1.31e+03 | 1.01e+03 | 2.73e+04 | 4.52e+04 | yes | +| fargate | 1e+04 | ASAP | 1.76 | 2.94e+03 | 26.8 | 152 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 5.76 | 2.97e+03 | 79.8 | 569 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 1.31e+03 | 1.01e+03 | 2.73e+04 | 4.52e+04 | yes | + +## mixed, m = 16: 800 RQEs + +Sanity violations: 0. Tightest feasible SLA: ASAP 92 ms, PerQuery 92 ms. AutoSketch latency 1.01e+03 ms; planning time (search + measured benchmark) 3.16e+03 s. + +| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | meets SLA | +|---|---|---|---|---|---|---|---| +| cpu | 100 | ASAP | 553 | 98.1 | 553 | 537 | yes | +| cpu | 100 | PerQuery-CostAware | 946 | 98.1 | 946 | 2.72e+03 | yes | +| cpu | 100 | AutoSketch-Adapted | 5.46e+04 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| cpu | 300 | ASAP | 198 | 295 | 198 | 261 | yes | +| cpu | 300 | PerQuery-CostAware | 378 | 295 | 378 | 1.09e+03 | yes | +| cpu | 300 | AutoSketch-Adapted | 5.46e+04 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| cpu | 1e+03 | ASAP | 81.9 | 982 | 81.9 | 501 | yes | +| cpu | 1e+03 | PerQuery-CostAware | 192 | 982 | 192 | 2.52e+03 | yes | +| cpu | 1e+03 | AutoSketch-Adapted | 5.46e+04 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| cpu | 3e+03 | ASAP | 53.2 | 2.94e+03 | 53.2 | 518 | yes | +| cpu | 3e+03 | PerQuery-CostAware | 156 | 2.94e+03 | 156 | 2.58e+03 | yes | +| cpu | 3e+03 | AutoSketch-Adapted | 5.46e+04 | 1.01e+03 | 5.46e+04 | 9.03e+04 | yes | +| cpu | 1e+04 | ASAP | 53.2 | 2.94e+03 | 53.2 | 518 | yes | +| cpu | 1e+04 | PerQuery-CostAware | 153 | 3.84e+03 | 153 | 2.58e+03 | yes | +| cpu | 1e+04 | AutoSketch-Adapted | 5.46e+04 | 1.01e+03 | 5.46e+04 | 9.03e+04 | yes | +| fargate | 100 | ASAP | 24 | 98.1 | 560 | 299 | yes | +| fargate | 100 | PerQuery-CostAware | 45.4 | 98.1 | 988 | 1.2e+03 | yes | +| fargate | 100 | AutoSketch-Adapted | 2.61e+03 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| fargate | 300 | ASAP | 9.17 | 295 | 198 | 259 | yes | +| fargate | 300 | PerQuery-CostAware | 20.2 | 295 | 379 | 1.08e+03 | yes | +| fargate | 300 | AutoSketch-Adapted | 2.61e+03 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| fargate | 1e+03 | ASAP | 4.54 | 989 | 82.2 | 273 | yes | +| fargate | 1e+03 | PerQuery-CostAware | 13 | 989 | 198 | 1.12e+03 | yes | +| fargate | 1e+03 | AutoSketch-Adapted | 2.61e+03 | 1.01e+03 | 5.46e+04 | 9.03e+04 | **no** | +| fargate | 3e+03 | ASAP | 3.52 | 2.94e+03 | 53.6 | 303 | yes | +| fargate | 3e+03 | PerQuery-CostAware | 11.5 | 2.97e+03 | 160 | 1.14e+03 | yes | +| fargate | 3e+03 | AutoSketch-Adapted | 2.61e+03 | 1.01e+03 | 5.46e+04 | 9.03e+04 | yes | +| fargate | 1e+04 | ASAP | 3.52 | 2.94e+03 | 53.6 | 303 | yes | +| fargate | 1e+04 | PerQuery-CostAware | 11.5 | 2.97e+03 | 160 | 1.14e+03 | yes | +| fargate | 1e+04 | AutoSketch-Adapted | 2.61e+03 | 1.01e+03 | 5.46e+04 | 9.03e+04 | yes | diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/synthetic-templatesall-shared1-metrics16-tp95.json b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/synthetic-templatesall-shared1-metrics16-tp95.json new file mode 100644 index 00000000..0a55b4b6 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic-sla/synthetic-templatesall-shared1-metrics16-tp95.json @@ -0,0 +1,3864 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 9600.0, + "distinct_probes": 160, + "probed_configs": 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"workload": "synthetic/templates=all/shared=8/tp95" +} diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic/README.md b/rqe-optimizer/results/autosketch-vs-asap-synthetic/README.md new file mode 100644 index 00000000..a2aa86f8 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic/README.md @@ -0,0 +1,183 @@ +# Synthetic workload: AutoSketch vs. ASAP + +Results of ProjectASAP/ASAPQuery#777's synthetic workload on the **mixed +template set** (the 10 templates, 50 RQEs), scaled by shared replicas r = 8 +(on one metric, 92 RQEs) and by m = 8 and 16 metrics (one copy of the +template set per metric, 50 · m RQEs). One accuracy level, p95: 95% in each +family's own metric (rank, relative value and relative error at most 0.05; +top-k precision at least 0.95). + +**Cost model: cost by use** (`rqe-optimizer/docs/rqe_optimizer_cost_model.md`, +"Cost by use and batch latency", sketch-bench#188): `w_cpu · AUC(CPU) + w_mem · +AUC(memory)`, CPU elastic, at two weight settings (CPU only, in vCPU; AWS +Fargate's per-vCPU and per-GB prices, in $/hour). CPU covers ingest (on +`⌈ρ⌉` workers split by sample), compaction of each closed window, and one +query job (merge, then estimate) per firing; memory covers ingest, storage, +compaction and query memory, each counted once. + +**Latency is reported, not constrained (version 1, no SLA).** A plan's query +latency is its worst batch latency, which with elastic CPU is its longest +chain (the newest window's compaction, then the query). ASAP and +PerQuery-CostAware are solved without a bound (the cheapest plan) and for 12 +latency bounds log-spaced from the tightest feasible bound to the unbounded +plan's latency, plus a bound at AutoSketch's latency: each method's +**cost-latency frontier**. AutoSketch-Adapted ignores latency and is one +point. AutoSketch's planning time is its search **plus its measured +benchmark**: `sketch-bench/scripts/autosketch_benchmark_time.py` ran approxbench's +accuracy benchmark (1e8 items, exact baseline and scoring) once per distinct +probed (config, data shape), serially on idle clnode155 +(`autosketch-benchmark-times.json`), and charged it once per probed +(metric, config). + +Runs: one workload per CloudLab node, all Intel Xeon E5-2683 v3 @ 2.00 GHz +with 56 cores (mixed on clnode155, r = 8 on clnode178, m = 8 on clnode167, +m = 16 on clnode138), 2026-10-08, `--runs 3`, +sketch-bench at sketch-bench#188 + this branch. No RQE was dropped and no sanity check +failed (ASAP ≤ PerQuery, ASAP ≤ AutoSketch, each frontier monotone). + +Files: `synthetic-*.json` (raw: every method's plan, unbounded and bounded, +per weight setting, without per-RQE choices; rerun with the runner for them), `summary_synthetic.md` (every point), +`fig_frontier.png` (cost vs. query latency per workload and weight setting; +ASAP and PerQuery frontiers as lines, AutoSketch as a point, every point +labeled), `fig_planning_time.png` (planning time vs. RQEs over m). + +## Results + +Each method's cheapest plan and its latency, and ASAP's and PerQuery's cost +at no more than AutoSketch's latency (absolute costs): + +| Workload | RQEs | Weights | ASAP: cheapest (latency) | PerQuery: cheapest (latency) | AutoSketch (latency) | ASAP at AutoSketch's latency | PerQuery at AutoSketch's latency | +|---|---|---|---|---|---|---|---| +| mixed (default) | 50 | cpu | 3.32 vCPU (1.21e+04 ms) | 9.55 vCPU (3.84e+03 ms) | 3.41e+03 vCPU (1.01e+03 ms) | 5.12 vCPU | 12 vCPU | +| mixed (default) | 50 | fargate | 0.22 $/h (2.94e+03 ms) | 0.72 $/h (2.97e+03 ms) | 163 $/h (1.01e+03 ms) | 0.284 $/h | 0.813 $/h | +| mixed, m = 8 | 400 | cpu | 26.5 vCPU (1.21e+04 ms) | 76.4 vCPU (3.84e+03 ms) | 2.73e+04 vCPU (1.01e+03 ms) | 41 vCPU | 96.2 vCPU | +| mixed, m = 8 | 400 | fargate | 1.76 $/h (2.94e+03 ms) | 5.76 $/h (2.97e+03 ms) | 1.31e+03 $/h (1.01e+03 ms) | 2.27 $/h | 6.5 $/h | +| mixed, m = 16 | 800 | cpu | 53.1 vCPU (1.21e+04 ms) | 153 vCPU (3.84e+03 ms) | 5.46e+04 vCPU (1.01e+03 ms) | 81.9 vCPU | 192 vCPU | +| mixed, m = 16 | 800 | fargate | 3.52 $/h (2.94e+03 ms) | 11.5 $/h (2.97e+03 ms) | 2.61e+03 $/h (1.01e+03 ms) | 4.54 $/h | 13 $/h | +| mixed, r = 8 | 92 | cpu | 3.39 vCPU (2.94e+03 ms) | 16.7 vCPU (3.84e+03 ms) | 4.09e+03 vCPU (1.01e+03 ms) | 5.15 vCPU | 19.3 vCPU | +| mixed, r = 8 | 92 | fargate | 0.223 $/h (2.94e+03 ms) | 1.08 $/h (2.97e+03 ms) | 192 $/h (1.01e+03 ms) | 0.285 $/h | 1.18 $/h | + +Planning time (CPU-only weights; AutoSketch's includes its measured +benchmark; the paper's 60 s per probe is a reference only): + +| RQEs | ASAP (candidates + MILP) | PerQuery-CostAware | AutoSketch: search | AutoSketch: search + measured benchmark | (reference: + 60 s per probe) | +|---|---|---|---|---|---| +| 50 | 0.758 s | 0.65 s | 0.00197 s | 212 s | 600 s | +| 400 | 6.82 s | 5.55 s | 0.0153 s | 1.7e+03 s | 4.8e+03 s | +| 800 | 14.7 s | 11.7 s | 0.031 s | 3.39e+03 s | 9.6e+03 s | + +## Template sets + +The results above are the 10-template mixed set, now named `classic` +(`--synthetic` writes it as `synthetic-templatesclassic-*.json`; the +committed `templatesall` tables and results predate the rename and hold +exactly today's `classic` tables). `all` is `classic` plus six +multi-grouping templates on two metrics with an ordered label schema. Each +metric value is one stream read at several groupings, so a fine deployment +can serve a coarse RQE (a roll-up) and one Hydra grid can serve them all. +Every RQE of these templates names its `grouping` and `covers_share` τ: the +accuracy target covers the groups holding at least τ of the stream's records, +plus always the largest group (`null`: every group). The generator computes +each group's share as the product of its labels' shares (labels are drawn +independently given their parents) and writes each RQE's `covered_groups`, +`min_covered_share` and `covered_min_N` (the smallest covered group's items +per window), and `max_covered_share` and `covered_max_N` (the largest's); the table's `schemas` gives each metric's labels. + +| Metric | Labels (values, Zipf skew) | Rate | Values | +|---|---|---|---| +| `http` | region 4 (0.5), service 25 (1.1), endpoint 25 per service (1.1; 625 in all), status 4 (2.0); 1e4 label combinations | 2e6 samples/s (as `classic`) | `user_id`: Zipf 0.8 over 1e6; `latency`: Pareto a = 2, scaled per service, one endpoint 10x slower | +| `flows` | dst_subnet 1e3 (1.1), dst_port 1e3 (1.2), proto 3 (uniform) | 4e6 samples/s | `src_ip`: uniform over 1e6, plus a DDoS burst: the least popular subnet (999) gets 5% of the traffic from 1e4 sources | + +`flows` runs at twice the rate so its finest grouping, {dst_subnet, +dst_port} (1e6 groups), holds 1,200 items per group in 5m, above the +curves' first N (1e3). The burst targets a tail subnet so that it is +visible: its share rises to just over 5%, so template 11 covers it. + +The runner reads each value's data shape (Zipf θ and K, or the Pareto a), the +groups per grouping and the coverage; the other fields (label skew beyond the +shares, latency scaling, the anomaly, the burst's sources) describe the data +and are not modeled. Accuracy is read at N items per group per window at +both the smallest covered group (`covered_min_N`; for `covers_share` = +`null` the smallest group of all) and the largest (`covered_max_N`), and +the worse of the two reads holds (unknown if either is): KLL, DD and HLL +error does not fall as N grows, so the largest group can be the hardest +(sketch-bench#189). The +generator fails if any RQE's `covered_min_N` is below the curves' first N +(1e3). The skew of the counted value is the same in every group; label skew +changes only the group sizes. (RQEs without a `grouping`, `classic`'s, are +read at the mean group's items, `max_N`, as before.) + +| # | Query | Groupings | Covers | Groups (mean items per group in 5m) | Covered groups (smallest covered group's items in 5m) | +|---|---|---|---|---|---| +| 11 | distinct src_ip | {dst_subnet} | share ≥ 5% | 1e3 (1.2e6) | 4, the burst subnet among them (6e7) | +| 12 | distinct src_ip | {dst_port}, {dst_subnet, proto}, {dst_port, proto} | share ≥ 5% | 1e3, 3e3, 3e3 (1.2e6, 4e5, 4e5) | 3, 3, 3 (7.4e7, 6.8e7, 9.2e7) | +| 14 | distinct user_id | {region}, {service}, {region, service}, {service, endpoint} | share ≥ 1% | 4, 25, 100, 625 (1.5e8 to 9.6e5) | 4, 21, 23, 16 (1.1e8, 6.3e6, 6.3e6, 6.3e6) | +| 15 | distinct user_id | all 15 non-empty subsets of http's labels | share ≥ 5% | 4 to 1e4 (1.5e8 to 6e4) | 1 to 5 (1.3e7 to 1.1e8) | +| 16 | p99 latency | {service}, {region, service}, {service, status} | all groups | 25, 100, 100 (2.4e7, 6e6, 6e6) | all (5.2e6, 9.3e5, 2.3e5) | +| 17 | distinct user_id | {service, endpoint} (negative control) | all groups | 625 (9.6e5) | all (4.5e4) | + +The plot scripts title `classic` "mixed" and `all` "mixed + multi-grouping" +(so the committed `templatesall` results, which are `classic`'s, need +regenerating under their new name before they are re-plotted). + +Each repeats every minute over 5m and 15m windows: 54 RQEs, so `all` has +104 (shared replicas repeat them at their own interval; each of the `m` +metrics has its own `data_i/http` and `data_i/flows`). Distinct counts are +HLL (Zipf θ and K of the value), the p99 KLL and DDSketch (Pareto a = 2), +at the p95 level. `covers_share` is carried through to each choice in the +runner's output. + +On a freshly generated `all` table (`--synthetic`; r = 1, p95, CPU +weights, `--runs 1`) with the committed saturation inputs (the committed +`templatesall` tables are `classic`'s), no RQE is dropped and no sanity +check fails; ASAP serves 40 of the 54 new RQEs from a finer deployment: +every RQE of templates 14, 15 and 17 from an HLL at {region, service, +status} or at the full label set (bar the RQEs at those two groupings), +{dst_port} from {dst_port, proto}, and the p99 by {service} from DDSketch +at {region, service} or {service, status}. 15 active deployments in all, +5.05 vCPU; PerQuery-CostAware 11.8 vCPU; AutoSketch 3.42e+03 vCPU. + +## Inputs + +Costs and accuracy come from one saturation-study directory `DIR`, the same +inputs the planner reads (sketch-bench#174, sketch-bench#178, sketch-bench#179). The one these results used is +committed in `../autosketch-vs-asap-inputs/saturation/`, and the tables in +`../autosketch-vs-asap-inputs/tables/`: +- `DIR/out_grid_1e7_cost/`: the accuracy grid to N = 1e7, including the + cost table's shape (Zipf 1.1 over 1e4 keys, Pareto a = 2), with merge + curves for the lossy sketches; +- `DIR/out_1e9/`: the targeted points past 1e7 that the workload reads; +- `DIR/optimizer_cost/rqe_atomic_costs.json`: the cost table. + +The tables from `export_autosketch_eval_table.py --synthetic` hold only the +workload: RQEs, streams, targets and data shapes. + +## Reproduce + +```sh +(cd $SKETCH_BENCH && cargo build -p aqpbm-cli --release) +# Accuracy grid with merge curves (parallel), then the targeted 1e9 points. +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase accuracy --n-max 1e7 --seeds 3 \ + --jobs 48 --merge-shards-list 1,4,16,64 --out DIR/out_grid_1e7_cost +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase accuracy --n-max 1e9 --seeds 3 \ + --jobs 16 --points-from POINTS.csv --out DIR/out_1e9 +# Cost table, serially on a quiet machine. +python3 $SKETCH_BENCH/scripts/study_saturation.py --phase optimizer-cost --out DIR/optimizer_cost + +# Workload tables and plan.tsv, then the runs. +python3 $SKETCH_BENCH/scripts/export_autosketch_eval_table.py --synthetic --keep-duplicate-queries --out TABLES +# Or use the committed inputs: TABLES=rqe-optimizer/results/autosketch-vs-asap-inputs/tables, +# DIR=rqe-optimizer/results/autosketch-vs-asap-inputs/saturation. +SATURATION_DIR=DIR rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh TABLES run +# AutoSketch's measured benchmark (serially, on an idle machine; writes +# benchmark_secs_measured into the results), then the figures. +python3 $SKETCH_BENCH/scripts/autosketch_benchmark_time.py --binary $SKETCH_BENCH/target/release/approxbench \ + --out OUT/autosketch-benchmark-times.json OUT/synthetic-*.json +rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh TABLES plot +``` + +`--merge-shards-list` and `POINTS.csv` follow the workloads' queries: the +merge counts their KLL deployments can reach (`L / x`), and the points whose +items per instance exceed 1e7. These are the synthetic workload's (Zipf 1.1 +over 1e4 keys, Pareto a = 2) and alibaba's quantiles (Pareto a = 3, up to +1.6e8 items). diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic/autosketch-benchmark-times.json b/rqe-optimizer/results/autosketch-vs-asap-synthetic/autosketch-benchmark-times.json new file mode 100644 index 00000000..1bab328d --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic/autosketch-benchmark-times.json @@ -0,0 +1,13 @@ +{ + "n": 100000000.0, + "secs": { + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 1024, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 32.40410717698978, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 256, \"heap\": 32, \"rows\": 3}, 1.1, 10000.0, null]": 32.35026514204219, + "[\"cms-heap-topk-fastpath-vector2d\", {\"cols\": 4096, \"heap\": 32, \"rows\": 5}, 1.1, 10000.0, null]": 37.245747498993296, + "[\"dd\", {\"alpha\": 0.01}, null, 0.0, 2.0]": 21.549985619960353, + "[\"dd\", {\"alpha\": 0.02}, null, 0.0, 2.0]": 22.274108413956128, + "[\"dd\", {\"alpha\": 0.05}, null, 0.0, 2.0]": 21.460699204995763, + "[\"kll-percall\", {\"k\": 200}, null, 0.0, 2.0]": 22.40906461601844, + "[\"kll-percall\", {\"k\": 50}, null, 0.0, 2.0]": 22.422631791967433 + } +} \ No newline at end of file diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_frontier.png b/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_frontier.png new file mode 100644 index 00000000..651e7bc6 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_frontier.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_planning_time.png b/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_planning_time.png new file mode 100644 index 00000000..f08f70c9 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-synthetic/fig_planning_time.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-synthetic/summary_synthetic.md b/rqe-optimizer/results/autosketch-vs-asap-synthetic/summary_synthetic.md new file mode 100644 index 00000000..69c90c21 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic/summary_synthetic.md @@ -0,0 +1,83 @@ +# Synthetic mixed set: AutoSketch vs. ASAP, cost by use + +Cost by use: `w_cpu · AUC(CPU) + w_mem · AUC(memory)` (CPU only, in vCPU; Fargate prices, in $/hour). Latency: a plan's query latency (its longest chain, compaction then query, CPU elastic), and the median over its RQEs. AutoSketch's planning time is its search plus its measured benchmark. + +## mixed + +50 RQEs on 8 streams; dropped: 0; sanity violations: 0. AutoSketch: 166 probes, 10 distinct (metric, config); measured benchmark 212 s at N = 1e+08 (paper rate 600 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 92 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 3.32 | 3.32 | 42.4 | 1.21e+04 | 103 | 0.758 | 5.12 | +| cpu | PerQuery-CostAware | 9.55 | 9.55 | 161 | 3.84e+03 | 103 | 0.65 | 12 | +| cpu | AutoSketch-Adapted | 3.41e+03 | 3.41e+03 | 5.65e+03 | 1.01e+03 | 1.13 | 212 | 3.41e+03 | +| fargate | ASAP | 0.22 | 3.35 | 19 | 2.94e+03 | 79.7 | 0.867 | 0.284 | +| fargate | PerQuery-CostAware | 0.72 | 9.97 | 71.1 | 2.97e+03 | 103 | 0.658 | 0.813 | +| fargate | AutoSketch-Adapted | 163 | 3.41e+03 | 5.65e+03 | 1.01e+03 | 1.13 | 212 | 163 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (92, 41.6), (141, 21.8), (215, 14.3), (334, 10.4), (508, 7.25), (805, 5.82), (982, 5.12), (1.26e+03, 4.76), (1.53e+03, 4.59), (2.94e+03, 3.32), (1.21e+04, 3.32) +- cpu, PerQuery-CostAware: (92, 66.6), (129, 45.4), (178, 32.2), (252, 25.3), (334, 20.5), (495, 16.3), (636, 14.6), (982, 12), (1.34e+03, 11.2), (1.92e+03, 10.5), (2.56e+03, 10.1), (3.84e+03, 9.55) +- fargate, ASAP: (92, 1.83), (120, 1.13), (170, 0.795), (208, 0.66), (314, 0.52), (405, 0.449), (592, 0.343), (805, 0.316), (989, 0.284), (1.34e+03, 0.272), (1.98e+03, 0.271), (2.94e+03, 0.22) +- fargate, PerQuery-CostAware: (92, 3.25), (125, 2.3), (170, 1.71), (208, 1.49), (314, 1.2), (405, 1.07), (606, 0.924), (805, 0.844), (989, 0.813), (1.48e+03, 0.759), (1.98e+03, 0.751), (2.97e+03, 0.72) + +## mixed, m = 8 + +400 RQEs on 64 streams; dropped: 0; sanity violations: 0. AutoSketch: 1328 probes, 80 distinct (metric, config); measured benchmark 1.7e+03 s at N = 1e+08 (paper rate 4.8e+03 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 92 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 26.5 | 26.5 | 340 | 1.21e+04 | 103 | 6.82 | 41 | +| cpu | PerQuery-CostAware | 76.4 | 76.4 | 1.29e+03 | 3.84e+03 | 103 | 5.55 | 96.2 | +| cpu | AutoSketch-Adapted | 2.73e+04 | 2.73e+04 | 4.52e+04 | 1.01e+03 | 1.13 | 1.7e+03 | 2.73e+04 | +| fargate | ASAP | 1.76 | 26.8 | 152 | 2.94e+03 | 79.7 | 7.94 | 2.27 | +| fargate | PerQuery-CostAware | 5.76 | 79.8 | 569 | 2.97e+03 | 103 | 5.64 | 6.5 | +| fargate | AutoSketch-Adapted | 1.31e+03 | 2.73e+04 | 4.52e+04 | 1.01e+03 | 1.13 | 1.7e+03 | 1.31e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (92, 333), (141, 174), (215, 115), (334, 83.1), (508, 58), (805, 46.5), (982, 41), (1.26e+03, 38.1), (1.53e+03, 36.7), (2.94e+03, 26.6), (1.21e+04, 26.5) +- cpu, PerQuery-CostAware: (92, 533), (129, 363), (178, 258), (252, 202), (334, 164), (495, 131), (636, 116), (982, 96.2), (1.34e+03, 89.6), (1.92e+03, 84.2), (2.56e+03, 80.8), (3.84e+03, 76.4) +- fargate, ASAP: (92, 14.6), (120, 9.05), (170, 6.36), (208, 5.28), (314, 4.16), (405, 3.59), (592, 2.75), (805, 2.53), (989, 2.27), (1.34e+03, 2.17), (1.98e+03, 2.17), (2.94e+03, 1.76) +- fargate, PerQuery-CostAware: (92, 26), (125, 18.4), (170, 13.7), (208, 11.9), (314, 9.56), (405, 8.53), (606, 7.39), (805, 6.75), (989, 6.5), (1.48e+03, 6.07), (1.98e+03, 6.01), (2.97e+03, 5.76) + +## mixed, m = 16 + +800 RQEs on 128 streams; dropped: 0; sanity violations: 0. AutoSketch: 2656 probes, 160 distinct (metric, config); measured benchmark 3.39e+03 s at N = 1e+08 (paper rate 9.6e+03 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 92 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 53.1 | 53.1 | 679 | 1.21e+04 | 103 | 14.7 | 81.9 | +| cpu | PerQuery-CostAware | 153 | 153 | 2.58e+03 | 3.84e+03 | 103 | 11.7 | 192 | +| cpu | AutoSketch-Adapted | 5.46e+04 | 5.46e+04 | 9.03e+04 | 1.01e+03 | 1.13 | 3.39e+03 | 5.46e+04 | +| fargate | ASAP | 3.52 | 53.6 | 303 | 2.94e+03 | 79.7 | 18 | 4.54 | +| fargate | PerQuery-CostAware | 11.5 | 160 | 1.14e+03 | 2.97e+03 | 103 | 12 | 13 | +| fargate | AutoSketch-Adapted | 2.61e+03 | 5.46e+04 | 9.03e+04 | 1.01e+03 | 1.13 | 3.39e+03 | 2.61e+03 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (92, 666), (141, 348), (215, 229), (334, 166), (508, 116), (805, 93.1), (982, 81.9), (1.26e+03, 76.1), (1.53e+03, 73.4), (2.94e+03, 53.2), (1.21e+04, 53.1) +- cpu, PerQuery-CostAware: (92, 1.07e+03), (129, 726), (178, 516), (252, 405), (334, 327), (495, 261), (636, 233), (982, 192), (1.34e+03, 179), (1.92e+03, 168), (2.56e+03, 162), (3.84e+03, 153) +- fargate, ASAP: (92, 29.3), (120, 18.1), (170, 12.7), (208, 10.6), (314, 8.32), (405, 7.19), (592, 5.49), (805, 5.05), (989, 4.54), (1.34e+03, 4.35), (1.98e+03, 4.34), (2.94e+03, 3.52) +- fargate, PerQuery-CostAware: (92, 52), (125, 36.7), (170, 27.4), (208, 23.8), (314, 19.1), (405, 17.1), (606, 14.8), (805, 13.5), (989, 13), (1.48e+03, 12.1), (1.98e+03, 12), (2.97e+03, 11.5) + +## mixed, r = 8 + +92 RQEs on 8 streams; dropped: 0; sanity violations: 0. AutoSketch: 296 probes, 10 distinct (metric, config); measured benchmark 212 s at N = 1e+08 (paper rate 600 s). AutoSketch latency 1.01e+03 ms; tightest feasible bound 92 ms. + +| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | median latency (ms) | planning (s) | cost at AutoSketch's latency | +|---|---|---|---|---|---|---|---|---| +| cpu | ASAP | 3.39 | 3.39 | 32.4 | 2.94e+03 | 59.9 | 1.68 | 5.15 | +| cpu | PerQuery-CostAware | 16.7 | 16.7 | 191 | 3.84e+03 | 59.9 | 1.14 | 19.3 | +| cpu | AutoSketch-Adapted | 4.09e+03 | 4.09e+03 | 5.88e+03 | 1.01e+03 | 1.13 | 212 | 4.09e+03 | +| fargate | ASAP | 0.223 | 3.42 | 19 | 2.94e+03 | 53.2 | 2 | 0.285 | +| fargate | PerQuery-CostAware | 1.08 | 17.2 | 85.1 | 2.97e+03 | 59 | 1.15 | 1.18 | +| fargate | AutoSketch-Adapted | 192 | 4.09e+03 | 5.88e+03 | 1.01e+03 | 1.13 | 212 | 192 | + +Frontier points (latency ms, cost), by weights: + +- cpu, ASAP: (92, 41.6), (120, 25.7), (172, 17.6), (215, 14.3), (316, 10.9), (423, 9.23), (591, 6.58), (805, 5.85), (982, 5.15), (1.53e+03, 4.64), (2.94e+03, 3.39) +- cpu, PerQuery-CostAware: (92, 81.7), 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b/rqe-optimizer/results/autosketch-vs-asap-synthetic/synthetic-templatesall-shared8-tp95.json new file mode 100644 index 00000000..265fd559 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-synthetic/synthetic-templatesall-shared8-tp95.json @@ -0,0 +1,1555 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 600.0, + "distinct_probes": 10, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 4096, + "heap": 32, + "rows": 5 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + 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"compaction": 0.0, + "ingest": 16.608193333333347, + "query": 0.6133129307617508 + }, + "gib": 85.05070148800081, + "gib_parts": { + "compaction": 0.0, + "ingest": 0.39632772648304554, + "query": 0.002987013742685541, + "storage": 84.65138674777506 + }, + "latency_ms": 2972.995379537954, + "median_latency_ms": 58.9953795379538, + "method": "perquery", + "objective": 1.075946625317455, + "planning_secs": 1.153604785, + "rqes": 92, + "weights": "fargate" + } + ], + "rqes": 92, + "runs": 3, + "sanity_violations": [], + "streams": 8, + "weights": [ + { + "name": "cpu", + "w_cpu": 1.0, + "w_mem": 0.0 + }, + { + "name": "fargate", + "w_cpu": 0.0405, + "w_mem": 0.00445 + } + ], + "workload": "synthetic/templates=all/shared=8/tp95" +} diff --git a/rqe-optimizer/results/autosketch-vs-asap-targets/README.md b/rqe-optimizer/results/autosketch-vs-asap-targets/README.md new file mode 100644 index 00000000..1658788c --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-targets/README.md @@ -0,0 +1,100 @@ +# AutoSketch vs. ASAP across accuracy targets (90%, 95%, 99%) + +The §6.3 evaluation (`../autosketch-vs-asap-hydra/`) holds every RQE to 95% +accuracy. This sweep reruns the same 12 workloads at 90% and 99%. The level +applies in each sketch family's own metric: + +| Accuracy target | Quantile: KLL rank error, DDSketch relative value error | Distinct count: HLL relative error | Top-k: precision@k | +|---|---|---|---| +| 90% (`acc90`) | ≤ 0.10 | ≤ 0.10 | ≥ 0.90 | +| 95% (`acc95`; the committed runs' `p95`) | ≤ 0.05 | ≤ 0.05 | ≥ 0.95 | +| 99% (`acc99`) | ≤ 0.01 | ≤ 0.01 | ≥ 0.99 | + +Exact accumulators (sum, increase) have zero error at every level. Everything +else is the 95% runs': the same tables (sketch-bench#210's, without classic templates 7 +and 9, with sketch-bench#215's one-scrape instant RQEs), the cost table, curves and Hydra +study with sketch-bench#213's denser grid, and +the same runner (`--target acc90` / `acc99`). The 95% results are +`../autosketch-vs-asap-hydra/synthetic-*-tp95.json`. + +Every run: 0 RQEs dropped, 0 sanity violations. + +## Results + +Each method's cheapest plan (no latency bound), CPU only, in vCPU. The +`summary_targets.md` file also has the Fargate weights and every scaled workload. + +| Workload | Target | ASAP | ASAP (no roll-ups) | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---| +| mixed (42 RQEs) | 90% | 2.71 | 2.71 | 7.67 | 2,701 (1.0 s) | +| | 95% | 2.71 | 2.71 | 7.67 | 2,701 (1.0 s) | +| | 99% | 2.90 | 2.90 | 7.95 | 2,741 (1.0 s) | +| multi-grouping (62 RQEs) | 90% | 0.220 | 0.550 | 1.07 | 9.65 (0.49 s) | +| | 95% | 0.220 | 0.550 | 1.07 | 9.65 (0.49 s) | +| | 99% | 0.627 | 0.979 | 1.49 | 9.94 (1.6 s) | +| mixed + multi-grouping (104 RQEs) | 90% | 2.93 | 3.26 | 8.74 | 2,711 (1.0 s) | +| | 95% | 2.93 | 3.26 | 8.74 | 2,711 (1.0 s) | +| | 99% | 3.53 | 3.88 | 9.44 | 2,751 (1.6 s) | +| multi-grouping, 16 metrics (992 RQEs) | 95% | 3.52 | 8.80 | 17.1 | 154 (0.49 s) | +| | 99% | 10.0 | 15.7 | 23.8 | 159 (1.6 s) | + +**90% costs the same as 95%, for every method and workload, even with the +denser grid.** HLL, which multi-grouping is mostly made of, still bottoms out +at `lg_k = 12` (asap_sketchlib builds 12, 14 and 16 only). DDSketch α = 0.1, +the new coarsest config, reads 0.048 relative error, so it meets 95% as well +as 90%. Cost is also mostly ingest (CPU per sample), which barely depends on +sketch size (KLL ≈ 30 ns and DDSketch ≈ 19 ns per item at every config). + +**99% costs more, most where sketches dominate the cost.** +- On the mixed set, ASAP's cost rises 7% (2.71 → 2.90 vCPU). Its cost is + mostly exact accumulators and per-series ingest, which the target doesn't + touch. +- On multi-grouping, which is all sketches, it rises 2.8× (0.220 → 0.627 + vCPU, and 3.52 → 10.0 at 16 metrics). HLL moves to `lg_k` 14 and 16. +- ASAP stays the cheapest at every target: 2.4× below PerQuery on + multi-grouping and 2.7× on mixed at 99%, and 16× (multi-grouping) to + ~1,000× (mixed) below AutoSketch. + +**Roll-ups still help at 99%, but less.** On multi-grouping they save 36% +(0.979 → 0.627 vCPU) at 99%, against 60% at 90% and 95%, and ASAP rolls up +42 of the 62 RQEs, against 52. + +**AutoSketch's plan gets slower at 99%.** Its batch latency rises from 0.49 or +1.0 s to 1.6 s on the workloads with multi-grouping templates. Its +multi-grouping cost barely moves (9.65 → 9.94 vCPU): it minimizes memory, not +cost. + +## Figures + +- `fig_cost_vs_target.png`: each method's cheapest plan vs. the accuracy + target, per workload (mixed, multi-grouping, mixed + multi-grouping; + columns) and weight setting (rows: CPU in vCPU, Fargate in $/hour). +- `fig_cost_vs_target_at_autosketch_latency.png`: the same, with ASAP and + PerQuery held to AutoSketch's batch latency at each target. +- `summary_targets.md`: every workload, target and weight setting: each + method's cost, ASAP's latency, deployments and roll-ups, RQEs dropped. + +## Reproduce + +```sh +cargo build --release -p rqe-optimizer --examples +H=rqe-optimizer/results/autosketch-vs-asap-hydra +D=rqe-optimizer/results/autosketch-vs-asap-targets +SAT=$(mktemp -d); cp -r rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ +cp -r $H/inputs/saturation/* $SAT/ +for acc in acc90 acc99; do + cut -f1 $H/inputs/tables/plan.tsv | while read t; do + target/release/examples/autosketch_vs_asap synthetic --table $H/inputs/tables/$t \ + --target $acc --runs 3 --no-chosen --saturation-dir $SAT --out $D/${t%.json}-t$acc.json + done +done +python3 rqe-optimizer/scripts/plot_autosketch_vs_asap_targets.py $D $H/synthetic-*-tp95.json $D/synthetic-*-tacc*.json +``` + +Runs: 2026-10-14, the 4 CloudLab nodes clnode109/155/167/178 (Xeon E5-2683 +v3, 56 cores), each running its share serially, with the 95% runs. The +classic and all tables were rerun with sketch-bench#215's one-scrape instant RQEs +(2026-10-14, sketch-bench main at acc2db1, serially on a 16-core desktop); +the multi-grouping runs are unchanged. Planning +times are not compared here. AutoSketch's benchmark time was not measured for +the 90% and 99% probes. diff --git a/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target.png b/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target.png new file mode 100644 index 00000000..b969a307 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target_at_autosketch_latency.png b/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target_at_autosketch_latency.png new file mode 100644 index 00000000..48ecb9f5 Binary files /dev/null and b/rqe-optimizer/results/autosketch-vs-asap-targets/fig_cost_vs_target_at_autosketch_latency.png differ diff --git a/rqe-optimizer/results/autosketch-vs-asap-targets/summary_targets.md b/rqe-optimizer/results/autosketch-vs-asap-targets/summary_targets.md new file mode 100644 index 00000000..b078f372 --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-targets/summary_targets.md @@ -0,0 +1,135 @@ +# Accuracy target sweep + +Cheapest plan of each method (no latency bound). Cost by use: CPU only in vCPU, Fargate in $/hour. `dropped`: RQEs ASAP could not serve at the target. + +## mixed + multi-grouping + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 104 | 0 | 2.934 (13.36 s, 12, 52) | 3.264 | 8.736 | 2711 (1015 ms) | +| 90% | fargate | 104 | 0 | 0.1767 (2.68 s, 12, 52) | 0.1965 | 0.5454 | 127.6 (1015 ms) | +| 95% | cpu | 104 | 0 | 2.934 (13.36 s, 12, 52) | 3.264 | 8.736 | 2711 (1015 ms) | +| 95% | fargate | 104 | 0 | 0.1767 (2.68 s, 12, 52) | 0.1965 | 0.5454 | 127.6 (1015 ms) | +| 99% | cpu | 104 | 0 | 3.532 (2.68 s, 15, 42) | 3.883 | 9.442 | 2751 (1569 ms) | +| 99% | fargate | 104 | 0 | 0.3146 (2.68 s, 13, 51) | 0.3608 | 1.178 | 152.7 (1569 ms) | + +## mixed + multi-grouping, 8 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 832 | 0 | 23.47 (13.36 s, 96, 416) | 26.11 | 69.89 | 2.169e+04 (1015 ms) | +| 90% | fargate | 832 | 0 | 1.414 (2.68 s, 96, 416) | 1.572 | 4.363 | 1021 (1015 ms) | +| 95% | cpu | 832 | 0 | 23.47 (13.36 s, 96, 416) | 26.11 | 69.89 | 2.169e+04 (1015 ms) | +| 95% | fargate | 832 | 0 | 1.414 (2.68 s, 96, 416) | 1.572 | 4.363 | 1021 (1015 ms) | +| 99% | cpu | 832 | 0 | 28.25 (2.68 s, 120, 336) | 31.06 | 75.54 | 2.201e+04 (1569 ms) | +| 99% | fargate | 832 | 0 | 2.517 (2.68 s, 104, 408) | 2.886 | 9.424 | 1222 (1569 ms) | + +## mixed + multi-grouping, 16 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 1664 | 0 | 46.94 (13.36 s, 192, 832) | 52.23 | 139.8 | 4.338e+04 (1015 ms) | +| 90% | fargate | 1664 | 0 | 2.827 (2.68 s, 192, 832) | 3.145 | 8.727 | 2042 (1015 ms) | +| 95% | cpu | 1664 | 0 | 46.94 (13.36 s, 192, 832) | 52.23 | 139.8 | 4.338e+04 (1015 ms) | +| 95% | fargate | 1664 | 0 | 2.827 (2.68 s, 192, 832) | 3.145 | 8.727 | 2042 (1015 ms) | +| 99% | cpu | 1664 | 0 | 56.51 (2.68 s, 240, 672) | 62.13 | 151.1 | 4.402e+04 (1569 ms) | +| 99% | fargate | 1664 | 0 | 5.033 (2.68 s, 208, 816) | 5.772 | 18.85 | 2444 (1569 ms) | + +## mixed + multi-grouping, 8 users + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 200 | 0 | 3.038 (2.68 s, 12, 104) | 3.369 | 15.51 | 3250 (1015 ms) | +| 90% | fargate | 200 | 0 | 0.1797 (2.68 s, 12, 104) | 0.1996 | 0.8563 | 150.2 (1015 ms) | +| 95% | cpu | 200 | 0 | 3.038 (2.68 s, 12, 104) | 3.369 | 15.51 | 3250 (1015 ms) | +| 95% | fargate | 200 | 0 | 0.1797 (2.68 s, 12, 104) | 0.1996 | 0.8563 | 150.2 (1015 ms) | +| 99% | cpu | 200 | 0 | 3.665 (2.68 s, 15, 84) | 4.037 | 16.3 | 3299 (1569 ms) | +| 99% | fargate | 200 | 0 | 0.3201 (2.68 s, 14, 92) | 0.367 | 1.616 | 176.6 (1569 ms) | + +## mixed + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 42 | 0 | 2.714 (13.36 s, 7, 0) | 2.714 | 7.668 | 2701 (1015 ms) | +| 90% | fargate | 42 | 0 | 0.1633 (2.68 s, 7, 0) | 0.1633 | 0.4866 | 127.2 (1015 ms) | +| 95% | cpu | 42 | 0 | 2.714 (13.36 s, 7, 0) | 2.714 | 7.668 | 2701 (1015 ms) | +| 95% | fargate | 42 | 0 | 0.1633 (2.68 s, 7, 0) | 0.1633 | 0.4866 | 127.2 (1015 ms) | +| 99% | cpu | 42 | 0 | 2.905 (2.68 s, 7, 0) | 2.905 | 7.953 | 2741 (1015 ms) | +| 99% | fargate | 42 | 0 | 0.2498 (2.68 s, 7, 0) | 0.2498 | 1.018 | 152.2 (1015 ms) | + +## mixed, 8 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 336 | 0 | 21.71 (13.36 s, 56, 0) | 21.71 | 61.35 | 2.161e+04 (1015 ms) | +| 90% | fargate | 336 | 0 | 1.306 (2.68 s, 56, 0) | 1.306 | 3.892 | 1018 (1015 ms) | +| 95% | cpu | 336 | 0 | 21.71 (13.36 s, 56, 0) | 21.71 | 61.35 | 2.161e+04 (1015 ms) | +| 95% | fargate | 336 | 0 | 1.306 (2.68 s, 56, 0) | 1.306 | 3.892 | 1018 (1015 ms) | +| 99% | cpu | 336 | 0 | 23.24 (2.68 s, 56, 0) | 23.24 | 63.63 | 2.193e+04 (1015 ms) | +| 99% | fargate | 336 | 0 | 1.998 (2.68 s, 56, 0) | 1.998 | 8.146 | 1218 (1015 ms) | + +## mixed, 16 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 672 | 0 | 43.42 (13.36 s, 112, 0) | 43.42 | 122.7 | 4.322e+04 (1015 ms) | +| 90% | fargate | 672 | 0 | 2.612 (2.68 s, 112, 0) | 2.612 | 7.785 | 2035 (1015 ms) | +| 95% | cpu | 672 | 0 | 43.42 (13.36 s, 112, 0) | 43.42 | 122.7 | 4.322e+04 (1015 ms) | +| 95% | fargate | 672 | 0 | 2.612 (2.68 s, 112, 0) | 2.612 | 7.785 | 2035 (1015 ms) | +| 99% | cpu | 672 | 0 | 46.47 (2.68 s, 112, 0) | 46.47 | 127.3 | 4.386e+04 (1015 ms) | +| 99% | fargate | 672 | 0 | 3.996 (2.68 s, 112, 0) | 3.996 | 16.29 | 2436 (1015 ms) | + +## mixed, 8 users + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 76 | 0 | 2.797 (2.68 s, 7, 0) | 2.797 | 13.47 | 3239 (1015 ms) | +| 90% | fargate | 76 | 0 | 0.1654 (2.68 s, 7, 0) | 0.1654 | 0.7538 | 149.7 (1015 ms) | +| 95% | cpu | 76 | 0 | 2.797 (2.68 s, 7, 0) | 2.797 | 13.47 | 3239 (1015 ms) | +| 95% | fargate | 76 | 0 | 0.1654 (2.68 s, 7, 0) | 0.1654 | 0.7538 | 149.7 (1015 ms) | +| 99% | cpu | 76 | 0 | 2.966 (2.68 s, 7, 0) | 2.966 | 13.78 | 3287 (1015 ms) | +| 99% | fargate | 76 | 0 | 0.2522 (2.68 s, 7, 0) | 0.2522 | 1.387 | 176 (1015 ms) | + +## multi-grouping + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 62 | 0 | 0.2199 (0.56 s, 5, 52) | 0.5503 | 1.068 | 9.648 (490 ms) | +| 90% | fargate | 62 | 0 | 0.01342 (0.56 s, 5, 52) | 0.03328 | 0.05887 | 0.4064 (490 ms) | +| 95% | cpu | 62 | 0 | 0.2199 (0.56 s, 5, 52) | 0.5503 | 1.068 | 9.648 (490 ms) | +| 95% | fargate | 62 | 0 | 0.01342 (0.56 s, 5, 52) | 0.03328 | 0.05887 | 0.4064 (490 ms) | +| 99% | cpu | 62 | 0 | 0.6273 (1.84 s, 8, 42) | 0.9785 | 1.489 | 9.94 (1569 ms) | +| 99% | fargate | 62 | 0 | 0.0648 (1.84 s, 6, 51) | 0.111 | 0.1598 | 0.5018 (1569 ms) | + +## multi-grouping, 8 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 496 | 0 | 1.759 (0.56 s, 40, 416) | 4.402 | 8.542 | 77.18 (490 ms) | +| 90% | fargate | 496 | 0 | 0.1074 (0.56 s, 40, 416) | 0.2662 | 0.4709 | 3.251 (490 ms) | +| 95% | cpu | 496 | 0 | 1.759 (0.56 s, 40, 416) | 4.402 | 8.542 | 77.18 (490 ms) | +| 95% | fargate | 496 | 0 | 0.1074 (0.56 s, 40, 416) | 0.2662 | 0.4709 | 3.251 (490 ms) | +| 99% | cpu | 496 | 0 | 5.018 (1.84 s, 64, 336) | 7.828 | 11.91 | 79.52 (1569 ms) | +| 99% | fargate | 496 | 0 | 0.5184 (1.84 s, 48, 408) | 0.8879 | 1.279 | 4.015 (1569 ms) | + +## multi-grouping, 16 metrics + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 992 | 0 | 3.519 (0.56 s, 80, 832) | 8.804 | 17.08 | 154.4 (490 ms) | +| 90% | fargate | 992 | 0 | 0.2148 (0.56 s, 80, 832) | 0.5324 | 0.9419 | 6.502 (490 ms) | +| 95% | cpu | 992 | 0 | 3.519 (0.56 s, 80, 832) | 8.804 | 17.08 | 154.4 (490 ms) | +| 95% | fargate | 992 | 0 | 0.2148 (0.56 s, 80, 832) | 0.5324 | 0.9419 | 6.502 (490 ms) | +| 99% | cpu | 992 | 0 | 10.04 (1.84 s, 128, 672) | 15.66 | 23.82 | 159 (1569 ms) | +| 99% | fargate | 992 | 0 | 1.037 (1.84 s, 96, 816) | 1.776 | 2.557 | 8.029 (1569 ms) | + +## multi-grouping, 8 users + +| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) | ASAP no roll-ups | PerQuery | AutoSketch (latency) | +|---|---|---|---|---|---|---|---| +| 90% | cpu | 124 | 0 | 0.241 (0.56 s, 5, 104) | 0.5722 | 2.04 | 11.58 (490 ms) | +| 90% | fargate | 124 | 0 | 0.01428 (0.56 s, 5, 104) | 0.03417 | 0.1025 | 0.4888 (490 ms) | +| 95% | cpu | 124 | 0 | 0.241 (0.56 s, 5, 104) | 0.5722 | 2.04 | 11.58 (490 ms) | +| 95% | fargate | 124 | 0 | 0.01428 (0.56 s, 5, 104) | 0.03417 | 0.1025 | 0.4888 (490 ms) | +| 99% | cpu | 124 | 0 | 0.6992 (1.84 s, 8, 84) | 1.071 | 2.515 | 11.93 (1569 ms) | +| 99% | fargate | 124 | 0 | 0.06787 (1.84 s, 7, 92) | 0.1148 | 0.2285 | 0.6095 (1569 ms) | diff --git a/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesall-shared1-metrics16-tacc90.json b/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesall-shared1-metrics16-tacc90.json new file mode 100644 index 00000000..46d1d43b --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesall-shared1-metrics16-tacc90.json @@ -0,0 +1,5611 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 14400.0, + "distinct_probes": 240, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 256, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data_0", + "params": { + "cols": 4096, + "heap": 32, + "rows": 5 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 0.0, + "metric": "data_0", + "params": { + "alpha": 0.1 + }, + "sketch": 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a/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesclassic-shared8-tacc99.json b/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesclassic-shared8-tacc99.json new file mode 100644 index 00000000..ba7d947c --- /dev/null +++ b/rqe-optimizer/results/autosketch-vs-asap-targets/synthetic-templatesclassic-shared8-tacc99.json @@ -0,0 +1,3405 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 720.0, + "distinct_probes": 12, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 1024, + "heap": 32, + "rows": 5 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 4096, + "heap": 32, + "rows": 3 + 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"w_mem": 0.00445 + } + ], + "workload": "synthetic/templates=multigroup/shared=8/tacc99" +} \ No newline at end of file diff --git a/rqe-optimizer/results/case-studies-6.3.1/README.md b/rqe-optimizer/results/case-studies-6.3.1/README.md new file mode 100644 index 00000000..5f5ebf8b --- /dev/null +++ b/rqe-optimizer/results/case-studies-6.3.1/README.md @@ -0,0 +1,74 @@ +# §6.3.1 case studies: what each method deploys + +The two illustrative workloads of the paper's §6.3.1, planned by every method +of the §6.3 evaluation (`../autosketch-vs-asap-hydra/`) with the same inputs: +sketch-bench#213's curves, cost table and Hydra study, 95% accuracy, cost by use. +`inputs/*.json` are the tables, from `sketch-bench/scripts/export_case_studies.py`; +`*-tp95.json` are the runner's results, each plan's per-RQE choices kept +(`chosen`). + +## Performance monitoring + +Three dashboards over `cpu_usage` (the mixed workload's data: 1e4 series in +10 jobs, 200 samples/s each): + +``` +// repeating every 15s +quantile by (job) (0.5, cpu_usage) quantile by (job) (0.9, cpu_usage) +quantile_over_time(0.5, cpu_usage[1m]) quantile_over_time(0.9, cpu_usage[1m]) +// repeating every 1 min +quantile_over_time(0.9, cpu_usage[10m]) quantile_over_time(0.9, cpu_usage[30m]) +// repeating every 30 min +quantile_over_time(0.9, cpu_usage[6h]) quantile_over_time(0.9, cpu_usage[24h]) +``` + +| Method | Cost, CPU (vCPU) | Deployments | What it deploys | +|---|---|---|---| +| ASAP | 0.10 | 2 | DDSketch (α = 0.1) per job over each scrape, for both instant queries; DDSketch per series in 15 s tumbling windows, for all six `quantile_over_time` queries (both quantiles, every lookback), merging 4 to 5,760 windows per query | +| PerQuery | 0.31 | 8 | one DDSketch per query, each with its own tumbling window (15 s, 60 s or 1,800 s) | +| AutoSketch-Adapted | 4.14 | 8 | one sliding DDSketch per query, window = lookback, slide = repeat interval; the 24 h query keeps 48 overlapping windows, each sample inserted into each | + +ASAP's cheapest CPU-only plan holds 18 GiB and takes 23.8 s per batch (the +24 h query merges 5,760 windows per series). With memory priced (Fargate +weights) it picks 3 deployments, 0.53 GiB and 493 ms: 0.0075 $/h, against +PerQuery's 0.014 and AutoSketch's 0.17. + +## Anomaly detection + +p99 request latency over 5 min on `http` (region × service × endpoint × +status), every group held to the target: + +``` +// repeating every 15s +quantile by (service) (0.99, request_latency[5m]) quantile by (region) (0.99, request_latency[5m]) +// repeating every 1 min +quantile by (service, region) (0.99, request_latency[5m]) quantile by (service, endpoint) (0.99, request_latency[5m]) +// repeating every 5 min +quantile by (service, region, status) (0.99, request_latency[5m]) quantile by (region, endpoint) (0.99, request_latency[5m]) +``` + +| Method | Cost, CPU (vCPU) | Deployments | What it deploys | +|---|---|---|---| +| ASAP | 0.11 | 3 | DDSketch per (region, service, status) group in 15 s windows, rolled up to answer by (service), (region), (region, service) and (region, service, status); its own DDSketch for (service, endpoint) and for (region, endpoint), which (region, service, status) cannot produce | +| PerQuery | 0.23 | 6 | one DDSketch per query, at its own grouping and repeat interval | +| AutoSketch-Adapted | 1.96 | 6 | one sliding 5 min DDSketch per query | + +A DDSketch merge is the sketch of the pooled data, so a rolled-up answer is +the coarse group's p99, not a quantile of quantiles. + +## Reproduce + +```sh +cargo build --release -p rqe-optimizer --examples +C=rqe-optimizer/results/case-studies-6.3.1 +python3 $SKETCH_BENCH/scripts/export_case_studies.py $C/inputs +SAT=$(mktemp -d); cp -r rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ +cp -r rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/* $SAT/ +for t in perf-monitoring anomaly-detection; do + target/release/examples/autosketch_vs_asap synthetic --table $C/inputs/$t.json \ + --target p95 --runs 3 --saturation-dir $SAT --out $C/$t-tp95.json +done +``` + +Costs are deterministic; planning times here are from one clnode130 run and +are not reported. diff --git a/rqe-optimizer/results/case-studies-6.3.1/anomaly-detection-tp95.json b/rqe-optimizer/results/case-studies-6.3.1/anomaly-detection-tp95.json new file mode 100644 index 00000000..baeaf2b2 --- /dev/null +++ b/rqe-optimizer/results/case-studies-6.3.1/anomaly-detection-tp95.json @@ -0,0 +1,16140 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 180.0, + "distinct_probes": 3, + "probed_configs": [ + { + "distinct_keys": 0.0, + "metric": "http", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "http", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "http", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + } + ], + "probes": 18, + "search_secs": 0.00059214 + }, + "cost_model": "w_cpu * AUC(CPU) + w_mem * AUC(memory), billed by use; latency = longest chain, reported", + "dropped_unservable": { + "asap": [], + "autosketch": [] + }, + "excluded_high_cardinality": [], + "frontier": { + "asap_norollup_tightest_bound_ms": 0.297029702970297, + "asap_tightest_bound_ms": 0.297029702970297, + "autosketch_latency_ms": 0.297029702970297, + "perquery_tightest_bound_ms": 0.297029702970297, + "points": 12 + }, + "notes": [ + "0 families skipped: they serve another capability", + "one metric per stream: groups from the table, samples/s = max over the stream's RQEs, scraped once a second", + "streams with more keys than samples/s, left out: {}", + "costs: optimizer_cost/rqe_atomic_costs.json under the saturation dir, one row per config", + "data shape per stream: the families' grid_param/grid_K, the harder side over its RQEs", + "query_cpu_secs = q_r queries per instance per evaluation" + ], + "results": [ + { + "active_deployments": 6, + "bound_ms": 0.297029702970297, + "chosen": [ 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"case/perf-monitoring/quantile_over_time_p0.9/values/6h", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 21600 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04837709996663131, + "deployment": 7, + "ingest_workers": 2.0, + "latency_ms": 5.321452145214522, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "case/perf-monitoring/quantile_over_time_p0.9/values/24h", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 86400 + } + ], + "cpu": 4.1430906835350205, + "cpu_parts": { + "compaction": 0.0000711851851851852, + "ingest": 4.14282, + "query": 0.0001994983498349835 + }, + "gib": 0.6008277966749407, + "gib_parts": { + "compaction": 4.4551160600450306e-7, + "ingest": 0.5820456147193909, + "query": 1.4851994246932935e-8, + "storage": 0.018781721591949463 + }, + "latency_ms": 5.321452145214522, + "median_latency_ms": 1.188118811881188, + "meets_sla": true, + "method": "autosketch", + "objective": 0.17046885637837184, + "planning_secs": 0.000745023, + "probes": 24, + "rolled_up_rqes": 0, + "rqes": 8, + "sla_ms": 10000.0, + "weights": "fargate" + } + ], + "streams": 2, + "weights": [ + { + "name": "cpu", + "w_cpu": 1.0, + "w_mem": 0.0 + }, + { + "name": "fargate", + "w_cpu": 0.0405, + "w_mem": 0.00445 + } + ], + "workload": "traces/case/perf-monitoring" +} \ No newline at end of file diff --git a/rqe-optimizer/results/case-studies/README.md b/rqe-optimizer/results/case-studies/README.md new file mode 100644 index 00000000..d03773a0 --- /dev/null +++ b/rqe-optimizer/results/case-studies/README.md @@ -0,0 +1,193 @@ +# §6.3.1 case studies: when the plan changes + +The two case studies of §6.3.1 (performance monitoring, anomaly detection), +each swept one knob at a time to find where the planner's plan stops being +the obvious one. Every table is planned by the ASAP planner (via +`autosketch_vs_asap`) at 95% accuracy under CPU weights (cost in vCPU), with +no SLA and at a grid of batch latency SLAs. Only ASAP's plans are reported; +the result files also hold the runner's baselines. + +The base workloads reproduce the paper draft's ASAP plans exactly: +performance monitoring 0.105 vCPU (2 MVs), anomaly detection 0.114 (3). + +## Findings + +Four knobs change the plan in ways that are not obvious from the workload. +Costs are ASAP's cheapest plan, vCPU (MVs). + +### 1. Performance monitoring: a latency SLA builds a hierarchy of windows + +The cheapest plan answers every `quantile_over_time` from one 15 s tumbling +MV, so the 24h query merges 5,760 windows per series. Its batch latency is +23.8 s. As the SLA tightens, the planner adds coarser MVs, each serving only +the lookbacks long enough to use it: + +| Batch SLA | ASAP | Per-series MVs (window/slide → queries) | +|---|---|---| +| none (23.8 s) | 0.105 (2) | 15s → 1m, 10m, 30m, 6h, 24h | +| 10 s | 0.122 (3) | 15s → 1m; 60s → 10m, 30m, 6h, 24h | +| 1 s | 0.126 (3) | 15s → 1m, 10m, 30m; 30m → 6h, 24h | +| 100 ms | 0.229 (4) | 15s → 1m; 2m/1m → 10m, 30m; 1h/30m → 6h, 24h | +| 10 ms | 1.24 (5) | one sliding MV per lookback pair, ≤ 3 merges each | + +The plan at 1 s is not "one MV per dashboard": the 30m query joins the 15 s +MV, and only the 6h and 24h queries get a 30 min tumbling window. A 100× +tighter SLA (1 s → 10 ms) costs 10× (0.126 → 1.24). + +### 2. Performance monitoring: how often the long dashboard refreshes + +The 6h/24h dashboard refreshes every `long_interval`: + +| long_interval | ASAP | Per-series MVs | +|---|---|---| +| 30 min | 0.105 (2) | 15s → all six | +| 5 min | 0.131 (3) | 15s → 1m–30m; 5m → 6h, 24h | +| 1 min | 0.216 (3) | 15s → 1m; 2m/1m → 10m–24h | +| 15 s | 0.627 (3) | 15s → 1m; 2m/15s → 10m–24h | + +Merging 5,760 windows is cheap once every 30 min, not every 15 s, so a +refresh rate the operator picks in a dashboard decides whether long lookbacks +get their own coarser MV. + +### 3. Performance monitoring: less data, more MVs + +Samples per second per series (`per_series`; 200 is the base): + +| per_series | ASAP | Per-series MVs | +|---|---|---| +| 20 | 0.0197 (4) | 15s → 1m; 60s → 10m, 30m; 30m → 6h, 24h | +| 50 | 0.0368 (3) | 15s → 1m; 60s → 10m–24h | +| 100 | 0.0651 (3) | 15s → 1m; 60s → 10m–24h | +| 200 | 0.105 (2) | 15s → all six | +| 500, 1000 | 0.218, 0.406 (2) | 15s → all six | + +Ingest CPU scales with the sample rate; query-time merging scales with +series × windows and does not. At low rates an extra MV's ingest is cheaper +than the merges it saves, so the planner maintains more MVs for less data. +At 200/s: ingest 0.075 + query 0.029 vCPU with 2 MVs. + +### 4. Anomaly detection: one more query makes the plan cheaper + +The base workload's six groupings have no common finer grouping among them, +so ASAP needs 3 MVs: (region, service, status) serves four queries by roll-up +and the two endpoint groupings each get their own. Adding a seventh query, a +drill-down p99 by (region, service, endpoint, status) every 5 min (groups +holding ≥ 1% of requests), lets one MV at the finest grouping serve all +seven. Ingest is paid once instead of three times: + +| endpoints per service | ASAP, 6 queries | ASAP, + drill-down | Plan with drill-down | +|---|---|---|---| +| 2 | 0.113 (3) | 0.0388 (1) | finest, 15 s → all 7 | +| 10 | 0.113 (3) | 0.0435 (1) | finest, 15 s → all 7 | +| 25 | 0.114 (3) | 0.0522 (1) | finest, 15 s → all 7 | +| 50 | 0.114 (3) | 0.0668 (1) | finest, 15 s → all 7 | +| 100 | 0.114 (3) | 0.0776 (2) | (service, region), 15 s → 3 coarse queries every 15 s / 1 min; finest, 60 s → the other 4 | + +The drill-down halves the cost at 25 endpoints (0.114 → 0.052). Rolling up +gets more expensive as the finest grouping grows (2,000 → 40,000 groups), +because the `by (service)` and `by (region)` queries merge every fine group's +20 windows every 15 s. At 100 endpoints that query cost exceeds a second MV's +ingest, and the planner splits the frequent coarse queries off to a +(service, region) MV. A latency SLA has the same effect at 25 endpoints: +2 MVs at 30 ms (0.076), 3 at 10 ms (0.113), 5 at 3 ms (0.188). + +### Knobs that do not change the plan + +- **Series count** (performance, 1e4–1e5) and **ingest rate** (anomaly, + 2.5e5–2e7 samples/s): every cost scales linearly and the plan is unchanged. +- **Status cardinality** (anomaly, 2–16) and **endpoints without the + drill-down** (2–100): `by (service)` moves between the (service, endpoint) + and (region, service, status) MVs, whichever has fewer groups to merge, + but the cost changes by < 1%. +- **One interval for every anomaly query** (15 s, 1 min, 5 min): the same 3 + MVs with window = interval. +- **Anomaly batch SLA** (0.3–3 ms; the cheapest plan is 3.3 ms): at 2 ms the + 15 s queries roll up from a (service, region) MV instead of + (region, service, status). Real, but at sub-ms SLAs. + +## Suggested §6.3.1 text + +> **Performance monitoring.** [workload as in the draft] Without a latency +> target, LiteOlly keeps one DDSketch per series in 15 s tumbling windows and +> answers every lookback, 1 min to 24 h, by merging 4 to 5,760 windows +> (0.10 vCPU). Two changes an +> operator makes without thinking about synopses change that plan. First, +> refreshing the 24 h dashboard every minute instead of every 30 min makes +> the merges dominate: LiteOlly adds a 2 min window, sliding every minute, +> for all lookbacks of 10 min and up (0.22 vCPU). Second, a +> 1 s latency target on the dashboards gives the 6 h and 24 h queries a +> 30 min tumbling MV, while the 30 min query stays on the 15 s one. Less +> obviously, lower sample rates lead to *more* MVs: at 20 samples/s per +> series ingest is cheap enough that LiteOlly maintains three per-series +> window sizes (15 s, 1 min, 30 min) to save merges, while at 200 samples/s +> one suffices. +> +> **Anomaly detection.** [workload as in the draft] LiteOlly keeps one +> DDSketch per (region, service, status) group in 15 s windows and rolls it up +> for four queries; the two endpoint groupings get their own MVs (3 MVs, +> 0.11 vCPU). When the operator adds a seventh query, a drill-down by all +> four labels, the plan gets *cheaper*: one MV at the finest grouping now +> serves all seven queries and ingest is paid once (0.05 vCPU). This sharing has a limit LiteOlly finds on its own: with 100 +> endpoints per service the finest grouping has 40,000 groups, and merging +> them every 15 s for the per-service and per-region queries costs more than +> a second MV, so LiteOlly splits those queries off to a (service, region) MV. + +## Fargate prices + +The result files now hold both weight settings (rerun without `--weights cpu`; +the CPU-only results are unchanged, cost for cost). With memory priced +(AWS Fargate), three plans differ from the CPU-only ones: + +- **Performance monitoring, no SLA:** 3 MVs, 0.0075 $/h. The 6h and 24h + queries share a 30 min tumbling MV, and the 1m–30m queries stay on 15 s; + CPU-only keeps all six on 15 s (18 GiB). A 1 s SLA therefore no longer + changes the plan. At 100 ms the planner moves 10m/30m to 2 min windows + sliding every minute and 6h/24h to 1 h windows sliding every 30 min (4 MVs, + 0.0105 $/h). +- **Performance monitoring, 15 s refresh of the long dashboard:** a 2 min + window sliding every 15 s serves 10m–24h, as under CPU weights (0.106 $/h; + LiteOllyPerQuery 0.140, AutoSketch 29.6). +- **Anomaly detection:** the same plans as CPU-only (3 MVs for the six + queries; with the drill-down, 1 MV at 25 endpoints and 2 at 100). + + +- CPU weights only: memory is free, so the base performance plan holds + 18 GiB of 15 s windows. Fargate weights would favor coarser windows. +- The drill-down covers groups holding ≥ 1% of requests: at every group, the + smallest (region, service, endpoint, status) groups fall below the + saturation curves' first N (1e3 items) and the query is unservable. +- The anomaly metric is named `requests`, not `http`, so no Hydra grid (whose + accuracy is measured at `http`'s schema only) is a candidate. +- Sweep grids stop where a query falls below the curves: per-series rates + below 20/s, anomaly ingest below 2.5e5/s, and 16 statuses at most (status + has Zipf skew 2.0, so its tail groups are tiny), and series from 1e4 (at + 1e3 the per-job instant queries fall below the curves). +- One run (`--runs 1`); costs are deterministic, planning times are not + reported. + +## Files + +| File | What it is | +|---|---| +| `inputs/tables/--.json` | one table per sweep point (`sketch-bench/scripts/case_study_tables.py`); `base-0` is the draft's workload | +| `inputs/tables/plan.tsv` | each table and its SLA grid (ms) | +| `---tp95.json` | the runner's result, with each plan's `chosen` | +| `summary.md` | every table: ASAP's cost, MVs and latency with no SLA and per SLA, and each distinct plan (`rqe-optimizer/scripts/summarize_case_studies.py`) | + +## Reproduce + +```sh +cargo build --release -p rqe-optimizer --examples +DIR=rqe-optimizer/results/case-studies +SAT=$(mktemp -d); cp -r rqe-optimizer/results/autosketch-vs-asap-inputs/saturation/out_* $SAT/ +cp -r rqe-optimizer/results/autosketch-vs-asap-hydra/inputs/saturation/* $SAT/ +python3 $SKETCH_BENCH/scripts/case_study_tables.py --out $DIR/inputs/tables +while IFS=$'\t' read -r table slas; do + target/release/examples/autosketch_vs_asap synthetic --table $DIR/inputs/tables/$table \ + --target p95 --runs 1 --slas-ms $slas --saturation-dir $SAT \ + --out $DIR/${table%.json}-tp95.json +done < $DIR/inputs/tables/plan.tsv +python3 rqe-optimizer/scripts/summarize_case_studies.py $DIR/*-tp95.json > $DIR/summary.md +``` + +The whole sweep (38 tables) plans in under a minute. diff --git a/rqe-optimizer/results/case-studies/anomaly-base-0-tp95.json b/rqe-optimizer/results/case-studies/anomaly-base-0-tp95.json new file mode 100644 index 00000000..3abfd8ae --- /dev/null +++ b/rqe-optimizer/results/case-studies/anomaly-base-0-tp95.json @@ -0,0 +1,15928 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 180.0, + "distinct_probes": 3, + "probed_configs": [ + { + "distinct_keys": 0.0, + "metric": "requests", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "requests", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "requests", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + } + ], + "probes": 18, + "search_secs": 0.000316186 + }, + "cost_model": "w_cpu * AUC(CPU) + w_mem * AUC(memory), billed by use; latency = longest chain, reported", + "dropped_unservable": { + "asap": [], + "autosketch": [] + }, + "excluded_high_cardinality": [], + "frontier": { + "asap_norollup_tightest_bound_ms": 0.297029702970297, + "asap_tightest_bound_ms": 0.297029702970297, + "autosketch_latency_ms": 0.297029702970297, + "perquery_tightest_bound_ms": 0.297029702970297, + "points": 12 + }, + "notes": [ + "0 families skipped: they serve another capability", + "one metric per stream: groups from the table, samples/s = max over the stream's RQEs, scraped once a second", + "streams with more keys than samples/s, left out: {}", + "costs: optimizer_cost/rqe_atomic_costs.json under the saturation dir, one row per config", + "data shape per stream: the families' grid_param/grid_K, the harder side over its RQEs", + "query_cpu_secs = q_r queries per instance per evaluation" + ], + "results": [ + { + "active_deployments": 6, + "bound_ms": 0.297029702970297, + "chosen": [ + { + "accuracy_source": 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a/rqe-optimizer/results/case-studies/inputs/tables/plan.tsv b/rqe-optimizer/results/case-studies/inputs/tables/plan.tsv new file mode 100644 index 00000000..c8e89037 --- /dev/null +++ b/rqe-optimizer/results/case-studies/inputs/tables/plan.tsv @@ -0,0 +1,38 @@ +perf-base-0.json 10,30,100,300,1000,3000,10000 +perf-long_interval-15.json 10,30,100,300,1000,3000,10000 +perf-long_interval-60.json 10,30,100,300,1000,3000,10000 +perf-long_interval-300.json 10,30,100,300,1000,3000,10000 +perf-long_interval-1800.json 10,30,100,300,1000,3000,10000 +perf-series-10000.json 10,30,100,300,1000,3000,10000 +perf-series-30000.json 10,30,100,300,1000,3000,10000 +perf-series-100000.json 10,30,100,300,1000,3000,10000 +perf-per_series-20.json 10,30,100,300,1000,3000,10000 +perf-per_series-50.json 10,30,100,300,1000,3000,10000 +perf-per_series-100.json 10,30,100,300,1000,3000,10000 +perf-per_series-200.json 10,30,100,300,1000,3000,10000 +perf-per_series-500.json 10,30,100,300,1000,3000,10000 +perf-per_series-1000.json 10,30,100,300,1000,3000,10000 +anomaly-base-0.json 0.3,0.5,1,2,3 +anomaly-endpoints-2.json 0.3,0.5,1,2,3 +anomaly-endpoints-5.json 0.3,0.5,1,2,3 +anomaly-endpoints-10.json 0.3,0.5,1,2,3 +anomaly-endpoints-25.json 0.3,0.5,1,2,3 +anomaly-endpoints-50.json 0.3,0.5,1,2,3 +anomaly-endpoints-100.json 0.3,0.5,1,2,3 +anomaly-drilldown_endpoints-2.json 3,10,30,100 +anomaly-drilldown_endpoints-5.json 3,10,30,100 +anomaly-drilldown_endpoints-10.json 3,10,30,100 +anomaly-drilldown_endpoints-25.json 3,10,30,100 +anomaly-drilldown_endpoints-50.json 3,10,30,100 +anomaly-drilldown_endpoints-100.json 3,10,30,100 +anomaly-statuses-2.json 0.3,0.5,1,2,3 +anomaly-statuses-4.json 0.3,0.5,1,2,3 +anomaly-statuses-8.json 0.3,0.5,1,2,3 +anomaly-statuses-16.json 0.3,0.5,1,2,3 +anomaly-rate-250000.json 0.3,0.5,1,2,3 +anomaly-rate-500000.json 0.3,0.5,1,2,3 +anomaly-rate-2000000.json 0.3,0.5,1,2,3 +anomaly-rate-20000000.json 0.3,0.5,1,2,3 +anomaly-interval-15.json 0.3,0.5,1,2,3 +anomaly-interval-60.json 0.3,0.5,1,2,3 +anomaly-interval-300.json 0.3,0.5,1,2,3 diff --git a/rqe-optimizer/results/case-studies/perf-base-0-tp95.json b/rqe-optimizer/results/case-studies/perf-base-0-tp95.json new file mode 100644 index 00000000..46664825 --- /dev/null +++ b/rqe-optimizer/results/case-studies/perf-base-0-tp95.json @@ -0,0 +1,21061 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 180.0, + "distinct_probes": 3, + "probed_configs": [ + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + } + ], + "probes": 24, + "search_secs": 0.000468763 + }, + "cost_model": "w_cpu * AUC(CPU) + w_mem * AUC(memory), billed by use; latency = longest chain, reported", + "dropped_unservable": { + "asap": [], + "autosketch": [] + }, + "excluded_high_cardinality": [], + "frontier": { + "asap_norollup_tightest_bound_ms": 5.321452145214522, + "asap_tightest_bound_ms": 5.321452145214522, + "autosketch_latency_ms": 5.321452145214522, + "perquery_tightest_bound_ms": 5.321452145214522, + "points": 12 + }, + "notes": [ + "0 families skipped: they serve another capability", + "one metric per stream: groups from the table, samples/s = max over the stream's RQEs, scraped once a second", + "streams with more keys than samples/s, left out: {}", + "costs: optimizer_cost/rqe_atomic_costs.json under the saturation dir, one row per config", + "data shape per stream: the families' grid_param/grid_K, the harder side over its RQEs", + "query_cpu_secs = q_r queries per instance per evaluation" + ], + "results": [ + { + "active_deployments": 6, + "bound_ms": 5.321452145214522, + "chosen": [ + { + 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], + "workload": "synthetic/case/perf/per_series=100/tp95" +} \ No newline at end of file diff --git a/rqe-optimizer/results/case-studies/perf-per_series-1000-tp95.json b/rqe-optimizer/results/case-studies/perf-per_series-1000-tp95.json new file mode 100644 index 00000000..615d3112 --- /dev/null +++ b/rqe-optimizer/results/case-studies/perf-per_series-1000-tp95.json @@ -0,0 +1,20221 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 180.0, + "distinct_probes": 3, + "probed_configs": [ + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + } + ], + "probes": 24, + "search_secs": 0.000415907 + }, + "cost_model": 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+ "workload": "synthetic/case/perf/per_series=20/tp95" +} \ No newline at end of file diff --git a/rqe-optimizer/results/case-studies/perf-per_series-200-tp95.json b/rqe-optimizer/results/case-studies/perf-per_series-200-tp95.json new file mode 100644 index 00000000..38a9184e --- /dev/null +++ b/rqe-optimizer/results/case-studies/perf-per_series-200-tp95.json @@ -0,0 +1,21061 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 180.0, + "distinct_probes": 3, + "probed_configs": [ + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "alpha": 0.1 + }, + "sketch": "dd", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 25 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + }, + { + "distinct_keys": 0.0, + "metric": "data", + "params": { + "k": 50 + }, + "sketch": "kll-percall", + "tail_index": 2.0, + "zipf_s": null + } + ], + "probes": 24, + "search_secs": 0.000424944 + }, + "cost_model": "w_cpu 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0.02239504537807485, + "rolled_up_rqes": 0, + "rqes": 8, + "sla_ms": 10000.0, + "weights": "fargate" + }, + { + "active_deployments": 8, + "chosen": [ + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04879801440596865, + "deployment": 0, + "ingest_workers": 1.0, + "latency_ms": 0.001188118811881188, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_by_job_p0.5/values/0.005s", + "sketch": "dd", + "slide_secs": 0.005, + "window_secs": 0.005 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04879801440596865, + "deployment": 1, + "ingest_workers": 1.0, + "latency_ms": 0.001188118811881188, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_by_job_p0.9/values/0.005s", + "sketch": "dd", + "slide_secs": 0.005, + "window_secs": 0.005 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04849697375156901, + "deployment": 2, + "ingest_workers": 1.0, + "latency_ms": 40.76435643564356, + "merged_shards": 4, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.5/values/60s", + "sketch": "dd", + "slide_secs": 15, + "window_secs": 15 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04849697375156901, + "deployment": 5, + "ingest_workers": 1.0, + "latency_ms": 40.76435643564356, + "merged_shards": 4, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/60s", + "sketch": "dd", + "slide_secs": 15, + "window_secs": 15 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04825214331846647, + "deployment": 8, + "ingest_workers": 1.0, + "latency_ms": 115.16435643564358, + "merged_shards": 10, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/600s", + "sketch": "dd", + "slide_secs": 60, + "window_secs": 60 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.048337479744294316, + "deployment": 12, + "ingest_workers": 1.0, + "latency_ms": 363.1643564356436, + "merged_shards": 30, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/1800s", + "sketch": "dd", + "slide_secs": 60, + "window_secs": 60 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.048400135938572286, + "deployment": 20, + "ingest_workers": 1.0, + "latency_ms": 139.9643564356436, + "merged_shards": 12, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/21600s", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 1800 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04837709996663131, + "deployment": 26, + "ingest_workers": 1.0, + "latency_ms": 586.3643564356437, + "merged_shards": 48, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/86400s", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 1800 + } + ], + "cpu": 0.9176990671067108, + "cpu_parts": { + "compaction": 0.0, + "ingest": 0.9038880000000001, + "query": 0.013811067106710673 + }, + "gib": 1.0703466539994837, + "gib_parts": { + "compaction": 0.0, + "ingest": 0.05633264780044556, + "query": 0.0001327400819421208, + "storage": 1.013881266117096 + }, + "infeasible": false, + "latency_ms": 586.3643564356437, + "median_latency_ms": 115.16435643564358, + "method": "perquery", + "milp_solve_secs": 0.002951584, + "objective": 0.04192985482811949, + "rolled_up_rqes": 0, + "rqes": 8, + "sla_ms": 10000.0, + "weights": "fargate" + }, + { + "active_deployments": 8, + "benchmark_secs_paper_rate": 180.0, + "chosen": [ + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04879801440596865, + "deployment": 0, + "ingest_workers": 1.0, + "latency_ms": 0.001188118811881188, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_by_job_p0.5/values/0.005s", + "sketch": "dd", + "slide_secs": 0.005, + "window_secs": 0.005 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04879801440596865, + "deployment": 1, + "ingest_workers": 1.0, + "latency_ms": 0.001188118811881188, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_by_job_p0.9/values/0.005s", + "sketch": "dd", + "slide_secs": 0.005, + "window_secs": 0.005 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04849697375156901, + "deployment": 2, + "ingest_workers": 1.0, + "latency_ms": 3.564356435643564, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.5/values/60s", + "sketch": "dd", + "slide_secs": 15, + "window_secs": 60 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04849697375156901, + "deployment": 3, + "ingest_workers": 1.0, + "latency_ms": 3.564356435643564, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/60s", + "sketch": "dd", + "slide_secs": 15, + "window_secs": 60 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04825214331846647, + "deployment": 4, + "ingest_workers": 2.0, + "latency_ms": 15.964356435643566, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/600s", + "sketch": "dd", + "slide_secs": 60, + "window_secs": 600 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.048337479744294316, + "deployment": 5, + "ingest_workers": 4.0, + "latency_ms": 40.76435643564356, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/1800s", + "sketch": "dd", + "slide_secs": 60, + "window_secs": 1800 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.048400135938572286, + "deployment": 6, + "ingest_workers": 2.0, + "latency_ms": 15.964356435643566, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/21600s", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 21600 + }, + { + "accuracy_source": "Measured", + "asap_accuracy": 0.04837709996663131, + "deployment": 7, + "ingest_workers": 6.0, + "latency_ms": 65.56435643564357, + "merged_shards": 1, + "params": { + "alpha": 0.1 + }, + "rqe": "synthetic/case/perf/series=30000/quantile_over_time_p0.9/values/86400s", + "sketch": "dd", + "slide_secs": 1800, + "window_secs": 86400 + } + ], + "cpu": 12.429926178217823, + "cpu_parts": { + "compaction": 0.0008680000000000001, + "ingest": 12.428460000000001, + "query": 0.0005981782178217821 + }, + "gib": 4.374724785242942, + "gib_parts": { + "compaction": 0.000029231309890747078, + "ingest": 4.318362772464752, + "query": 1.3366785379919676e-7, + "storage": 0.05633264780044556 + }, + "latency_ms": 65.56435643564357, + "median_latency_ms": 15.964356435643566, + "meets_sla": true, + "method": "autosketch", + "objective": 0.5228795355121529, + "planning_secs": 0.000463067, + "probes": 24, + "rolled_up_rqes": 0, + "rqes": 8, + "sla_ms": 10000.0, + "weights": "fargate" + } + ], + "streams": 2, + "weights": [ + { + "name": "cpu", + "w_cpu": 1.0, + "w_mem": 0.0 + }, + { + "name": "fargate", + "w_cpu": 0.0405, + "w_mem": 0.00445 + } + ], + "workload": "synthetic/case/perf/series=30000/tp95" +} \ No newline at end of file diff --git a/rqe-optimizer/results/case-studies/summary.md b/rqe-optimizer/results/case-studies/summary.md new file mode 100644 index 00000000..8772de0a --- /dev/null +++ b/rqe-optimizer/results/case-studies/summary.md @@ -0,0 +1,1425 @@ +## synthetic/case/anomaly/base=0/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 3.31 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/drilldown_endpoints=100/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0776 | 2 | 82.5 | +| 3.0 | infeasible | | | +| 10.0 | 0.151 | 4 | 4.75 | +| 30.0 | 0.113 | 3 | 16.4 | +| 100.0 | 0.0776 | 2 | 82.5 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,service,endpoint,status) window 300s slide 300s: p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (endpoint,region,service,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1), p99_by_region,endpoint[5m] (merges 1), p99_by_region,service,endpoint,status[5m] (merges 1) + +## synthetic/case/anomaly/drilldown_endpoints=10/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0435 | 1 | 33.1 | +| 3.0 | 0.113 | 3 | 1.54 | +| 10.0 | 0.0757 | 2 | 8.19 | +| 30.0 | 0.0757 | 2 | 8.19 | +| 100.0 | 0.0435 | 1 | 33.1 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20), p99_by_service,region,status[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20), p99_by_region,service,endpoint,status[5m] (merges 20) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (endpoint,region,service,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1), p99_by_region,endpoint[5m] (merges 1), p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +## synthetic/case/anomaly/drilldown_endpoints=25/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0522 | 1 | 82.7 | +| 3.0 | 0.188 | 5 | 1.19 | +| 10.0 | 0.113 | 3 | 4.02 | +| 30.0 | 0.076 | 2 | 20.5 | +| 100.0 | 0.0522 | 1 | 82.7 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20), p99_by_service,region,status[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20), p99_by_region,service,endpoint,status[5m] (merges 20) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,service,endpoint,status) window 300s slide 300s: p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (endpoint,region,service,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1), p99_by_region,endpoint[5m] (merges 1), p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +## synthetic/case/anomaly/drilldown_endpoints=2/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0388 | 1 | 6.61 | +| 3.0 | 0.0755 | 2 | 1.64 | +| 10.0 | 0.0388 | 1 | 6.61 | +| 30.0 | 0.0388 | 1 | 6.61 | +| 100.0 | 0.0388 | 1 | 6.61 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20), p99_by_service,region,status[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20), p99_by_region,service,endpoint,status[5m] (merges 20) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +## synthetic/case/anomaly/drilldown_endpoints=50/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0668 | 1 | 165 | +| 3.0 | 0.188 | 5 | 2.38 | +| 10.0 | 0.113 | 3 | 8.15 | +| 30.0 | 0.113 | 3 | 8.15 | +| 100.0 | 0.0765 | 2 | 41.2 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20), p99_by_service,region,status[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20), p99_by_region,service,endpoint,status[5m] (merges 20) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,service,endpoint,status) window 300s slide 300s: p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (endpoint,region,service,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1), p99_by_region,endpoint[5m] (merges 1), p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +## synthetic/case/anomaly/drilldown_endpoints=5/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0406 | 1 | 16.5 | +| 3.0 | 0.113 | 3 | 0.825 | +| 10.0 | 0.0756 | 2 | 4.1 | +| 30.0 | 0.0406 | 1 | 16.5 | +| 100.0 | 0.0406 | 1 | 16.5 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20), p99_by_service,region,status[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20), p99_by_region,service,endpoint,status[5m] (merges 20) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (endpoint,region,service,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1), p99_by_region,endpoint[5m] (merges 1), p99_by_region,service,endpoint,status[5m] (merges 1) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region,service,status) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5), p99_by_service,region,status[5m] (merges 5), p99_by_region,endpoint[5m] (merges 5), p99_by_region,service,endpoint,status[5m] (merges 5) + +## synthetic/case/anomaly/endpoints=100/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 4.43 | +| 0.3 | infeasible | | | +| 0.5 | infeasible | | | +| 1.0 | infeasible | | | +| 2.0 | 0.301 | 4 | 1.19 | +| 3.0 | 0.301 | 4 | 1.19 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/endpoints=10/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 3.31 | +| 0.3 | 0.377 | 6 | 0.199 | +| 0.5 | 0.188 | 4 | 0.443 | +| 1.0 | 0.151 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 0.825 | +| 3.0 | 0.151 | 4 | 0.825 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/endpoints=25/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 3.31 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/endpoints=2/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 1.65 | +| 0.3 | 0.226 | 6 | 0.199 | +| 0.5 | 0.188 | 5 | 0.406 | +| 1.0 | 0.151 | 4 | 0.797 | +| 2.0 | 0.113 | 3 | 1.65 | +| 3.0 | 0.113 | 3 | 1.65 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (endpoint,region) window 15s slide 15s: p99_by_region[5m] (merges 20), p99_by_region,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/endpoints=50/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 3.31 | +| 0.3 | infeasible | | | +| 0.5 | infeasible | | | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.301 | 4 | 0.825 | +| 3.0 | 0.151 | 4 | 2.22 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/endpoints=5/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 3.31 | +| 0.3 | 0.226 | 6 | 0.222 | +| 0.5 | 0.188 | 4 | 0.412 | +| 1.0 | 0.151 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.03 | +| 3.0 | 0.151 | 4 | 1.03 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/interval=15/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.116 | 3 | 19.9 | +| 0.3 | 2.03 | 4 | 0.297 | +| 0.5 | 1.51 | 3 | 0.333 | +| 1.0 | 1.09 | 3 | 0.849 | +| 2.0 | 0.603 | 3 | 1.65 | +| 3.0 | 0.528 | 3 | 2.4 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 15s slide 15s: p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,endpoint) window 15s slide 15s: p99_by_region,endpoint[5m] (merges 20) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (region,service) window 60s slide 15s: p99_by_service[5m] (merges 5), p99_by_region[5m] (merges 5), p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 15s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 150s slide 15s: p99_by_service,region,status[5m] (merges 2) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 15s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service,status) window 150s slide 15s: p99_by_service[5m] (merges 2), p99_by_region[5m] (merges 2), p99_by_service,region[5m] (merges 2), p99_by_service,region,status[5m] (merges 2) +- dd(alpha=0.1) by (service,endpoint) window 150s slide 15s: p99_by_service,endpoint[5m] (merges 2) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 15s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service,status) window 60s slide 15s: p99_by_service[5m] (merges 5), p99_by_region[5m] (merges 5), p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 75s slide 15s: p99_by_service,endpoint[5m] (merges 4) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 15s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (endpoint,service) window 60s slide 15s: p99_by_service[5m] (merges 5), p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,service,status) window 30s slide 15s: p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10), p99_by_service,region,status[5m] (merges 10) +- dd(alpha=0.1) by (region,endpoint) window 150s slide 15s: p99_by_region,endpoint[5m] (merges 2) + +Plan at SLA 3.0: +- dd(alpha=0.1) by (region,service,status) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10), p99_by_service,region,status[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 30s slide 15s: p99_by_service,endpoint[5m] (merges 10) +- dd(alpha=0.1) by (region,endpoint) window 150s slide 15s: p99_by_region,endpoint[5m] (merges 2) + +## synthetic/case/anomaly/interval=300/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 0.297 | +| 0.3 | 0.113 | 3 | 0.297 | +| 0.5 | 0.113 | 3 | 0.297 | +| 1.0 | 0.113 | 3 | 0.297 | +| 2.0 | 0.113 | 3 | 0.297 | +| 3.0 | 0.113 | 3 | 0.297 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 300s slide 300s: p99_by_service[5m] (merges 1), p99_by_region[5m] (merges 1), p99_by_service,region[5m] (merges 1), p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 300s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/interval=60/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 4.43 | +| 0.3 | 0.565 | 3 | 0.297 | +| 0.5 | 0.565 | 3 | 0.297 | +| 1.0 | 0.414 | 3 | 0.825 | +| 2.0 | 0.264 | 3 | 1.11 | +| 3.0 | 0.264 | 3 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service[5m] (merges 5), p99_by_region[5m] (merges 5), p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 60s slide 60s: p99_by_region,endpoint[5m] (merges 5) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (region,service,status) window 300s slide 60s: p99_by_service[5m] (merges 1), p99_by_region[5m] (merges 1), p99_by_service,region[5m] (merges 1), p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 60s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (endpoint,service) window 300s slide 60s: p99_by_service[5m] (merges 1), p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_region[5m] (merges 5), p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 60s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service[5m] (merges 5), p99_by_region[5m] (merges 5), p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 60s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/rate=20000000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 1.13 | 3 | 3.31 | +| 0.3 | infeasible | | | +| 0.5 | 3.39 | 4 | 0.412 | +| 1.0 | 3.01 | 4 | 0.825 | +| 2.0 | 1.51 | 4 | 1.11 | +| 3.0 | 1.51 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/rate=2000000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 3.31 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/rate=250000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0146 | 3 | 3.31 | +| 0.3 | 0.0471 | 6 | 0.297 | +| 0.5 | 0.0424 | 4 | 0.412 | +| 1.0 | 0.0378 | 4 | 0.825 | +| 2.0 | 0.019 | 4 | 1.11 | +| 3.0 | 0.019 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/rate=500000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0288 | 3 | 3.31 | +| 0.3 | 0.0942 | 6 | 0.297 | +| 0.5 | 0.0848 | 4 | 0.412 | +| 1.0 | 0.0754 | 4 | 0.825 | +| 2.0 | 0.0378 | 4 | 1.11 | +| 3.0 | 0.0378 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/statuses=16/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.115 | 3 | 13.2 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/statuses=2/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.113 | 3 | 1.65 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 5 | 0.384 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.113 | 3 | 1.65 | +| 3.0 | 0.113 | 3 | 1.65 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 60s slide 60s: p99_by_service,region[5m] (merges 5), p99_by_service,region,status[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/statuses=4/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 3.31 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/anomaly/statuses=8/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.114 | 3 | 6.61 | +| 0.3 | 0.377 | 6 | 0.297 | +| 0.5 | 0.339 | 4 | 0.412 | +| 1.0 | 0.301 | 4 | 0.825 | +| 2.0 | 0.151 | 4 | 1.11 | +| 3.0 | 0.151 | 4 | 1.11 | + +Plan at SLA none: +- dd(alpha=0.1) by (endpoint,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_service,endpoint[5m] (merges 20) +- dd(alpha=0.1) by (region,service,status) window 15s slide 15s: p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20), p99_by_service,region,status[5m] (merges 20) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.3: +- dd(alpha=0.1) by (service) window 15s slide 15s: p99_by_service[5m] (merges 20) +- dd(alpha=0.1) by (region) window 15s slide 15s: p99_by_region[5m] (merges 20) +- dd(alpha=0.1) by (service,region) window 60s slide 60s: p99_by_service,region[5m] (merges 5) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 0.5: +- dd(alpha=0.1) by (region,service) window 30s slide 15s: p99_by_service[5m] (merges 10), p99_by_region[5m] (merges 10), p99_by_service,region[5m] (merges 10) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 1.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 300s slide 60s: p99_by_service,endpoint[5m] (merges 1) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +Plan at SLA 2.0: +- dd(alpha=0.1) by (region,service) window 15s slide 15s: p99_by_service[5m] (merges 20), p99_by_region[5m] (merges 20), p99_by_service,region[5m] (merges 20) +- dd(alpha=0.1) by (service,endpoint) window 60s slide 60s: p99_by_service,endpoint[5m] (merges 5) +- dd(alpha=0.1) by (service,region,status) window 300s slide 300s: p99_by_service,region,status[5m] (merges 1) +- dd(alpha=0.1) by (region,endpoint) window 300s slide 300s: p99_by_region,endpoint[5m] (merges 1) + +## synthetic/case/perf/base=0/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.105 | 2 | 2.38e+04 | +| 10.0 | 1.24 | 5 | 9.45 | +| 30.0 | 0.643 | 5 | 21.9 | +| 100.0 | 0.229 | 4 | 96.3 | +| 300.0 | 0.155 | 4 | 195 | +| 1000.0 | 0.126 | 3 | 493 | +| 3000.0 | 0.126 | 3 | 493 | +| 10000.0 | 0.122 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/long_interval=15/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.627 | 3 | 2.97e+03 | +| 10.0 | infeasible | | | +| 30.0 | infeasible | | | +| 100.0 | infeasible | | | +| 300.0 | 3.53 | 4 | 274 | +| 1000.0 | 1.07 | 3 | 989 | +| 3000.0 | 0.627 | 3 | 2.97e+03 | +| 10000.0 | 0.627 | 3 | 2.97e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 15s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15), quantile_over_time_p0.9[6h] (merges 180), quantile_over_time_p0.9[1d] (merges 720) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1350s slide 15s: quantile_over_time_p0.9[6h] (merges 16), quantile_over_time_p0.9[1d] (merges 64) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40) +- dd(alpha=0.1) by (series) window 360s slide 15s: quantile_over_time_p0.9[30m] (merges 5), quantile_over_time_p0.9[6h] (merges 60), quantile_over_time_p0.9[1d] (merges 240) + +## synthetic/case/perf/long_interval=1800/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.105 | 2 | 2.38e+04 | +| 10.0 | 1.24 | 5 | 9.45 | +| 30.0 | 0.643 | 5 | 21.9 | +| 100.0 | 0.229 | 4 | 96.3 | +| 300.0 | 0.155 | 4 | 195 | +| 1000.0 | 0.126 | 3 | 493 | +| 3000.0 | 0.126 | 3 | 493 | +| 10000.0 | 0.122 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/long_interval=300/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.131 | 3 | 1.19e+03 | +| 10.0 | infeasible | | | +| 30.0 | 2.53 | 5 | 26 | +| 100.0 | 0.606 | 4 | 96.3 | +| 300.0 | 0.269 | 4 | 295 | +| 1000.0 | 0.166 | 3 | 592 | +| 3000.0 | 0.131 | 3 | 1.19e+03 | +| 10000.0 | 0.131 | 3 | 1.19e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 300s slide 300s: quantile_over_time_p0.9[6h] (merges 72), quantile_over_time_p0.9[1d] (merges 288) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 300s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 300s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 300s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1200s slide 300s: quantile_over_time_p0.9[6h] (merges 18), quantile_over_time_p0.9[1d] (merges 72) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 600s slide 300s: quantile_over_time_p0.9[6h] (merges 36), quantile_over_time_p0.9[1d] (merges 144) + +## synthetic/case/perf/long_interval=60/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.216 | 3 | 2.97e+03 | +| 10.0 | infeasible | | | +| 30.0 | infeasible | | | +| 100.0 | 2.87 | 4 | 88 | +| 300.0 | 0.877 | 4 | 295 | +| 1000.0 | 0.327 | 3 | 989 | +| 3000.0 | 0.216 | 3 | 2.97e+03 | +| 10000.0 | 0.216 | 3 | 2.97e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15), quantile_over_time_p0.9[6h] (merges 180), quantile_over_time_p0.9[1d] (merges 720) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 4320s slide 60s: quantile_over_time_p0.9[6h] (merges 5), quantile_over_time_p0.9[1d] (merges 20) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1200s slide 60s: quantile_over_time_p0.9[6h] (merges 18), quantile_over_time_p0.9[1d] (merges 72) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40) +- dd(alpha=0.1) by (series) window 360s slide 60s: quantile_over_time_p0.9[30m] (merges 5), quantile_over_time_p0.9[6h] (merges 60), quantile_over_time_p0.9[1d] (merges 240) + +## synthetic/case/perf/per_series=1000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.406 | 2 | 2.38e+04 | +| 10.0 | infeasible | | | +| 30.0 | 3.2 | 5 | 26 | +| 100.0 | 1.13 | 4 | 96.3 | +| 300.0 | 0.758 | 4 | 195 | +| 1000.0 | 0.578 | 3 | 493 | +| 3000.0 | 0.578 | 3 | 493 | +| 10000.0 | 0.574 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.001s slide 0.001s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/per_series=100/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0651 | 3 | 5.95e+03 | +| 10.0 | 0.622 | 5 | 9.45 | +| 30.0 | 0.322 | 5 | 21.9 | +| 100.0 | 0.116 | 4 | 96.3 | +| 300.0 | 0.0799 | 4 | 195 | +| 1000.0 | 0.0694 | 3 | 493 | +| 3000.0 | 0.0694 | 3 | 493 | +| 10000.0 | 0.0651 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.01s slide 0.01s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +## synthetic/case/perf/per_series=200/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.105 | 2 | 2.38e+04 | +| 10.0 | 1.24 | 5 | 9.45 | +| 30.0 | 0.643 | 5 | 21.9 | +| 100.0 | 0.229 | 4 | 96.3 | +| 300.0 | 0.155 | 4 | 195 | +| 1000.0 | 0.126 | 3 | 493 | +| 3000.0 | 0.126 | 3 | 493 | +| 10000.0 | 0.122 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/per_series=20/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0197 | 4 | 195 | +| 10.0 | 0.125 | 5 | 9.45 | +| 30.0 | 0.0663 | 5 | 21.9 | +| 100.0 | 0.0258 | 4 | 96.3 | +| 300.0 | 0.0197 | 4 | 195 | +| 1000.0 | 0.0197 | 4 | 195 | +| 3000.0 | 0.0197 | 4 | 195 | +| 10000.0 | 0.0197 | 4 | 195 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.05s slide 0.05s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.05s slide 0.05s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.05s slide 0.05s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.05s slide 0.05s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +## synthetic/case/perf/per_series=500/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.218 | 2 | 2.38e+04 | +| 10.0 | infeasible | | | +| 30.0 | 1.6 | 5 | 21.9 | +| 100.0 | 0.568 | 4 | 96.3 | +| 300.0 | 0.381 | 4 | 195 | +| 1000.0 | 0.295 | 3 | 493 | +| 3000.0 | 0.295 | 3 | 493 | +| 10000.0 | 0.291 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.002s slide 0.002s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/per_series=50/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.0368 | 3 | 5.95e+03 | +| 10.0 | 0.312 | 5 | 9.45 | +| 30.0 | 0.162 | 5 | 21.9 | +| 100.0 | 0.0597 | 4 | 96.3 | +| 300.0 | 0.0423 | 4 | 195 | +| 1000.0 | 0.0411 | 3 | 493 | +| 3000.0 | 0.0411 | 3 | 493 | +| 10000.0 | 0.0368 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.02s slide 0.02s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +## synthetic/case/perf/series=100000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 1.05 | 2 | 2.38e+05 | +| 10.0 | infeasible | | | +| 30.0 | infeasible | | | +| 100.0 | infeasible | | | +| 300.0 | infeasible | | | +| 1000.0 | 2.29 | 4 | 963 | +| 3000.0 | 1.55 | 4 | 1.95e+03 | +| 10000.0 | 1.26 | 3 | 4.93e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 3000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +## synthetic/case/perf/series=10000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.105 | 2 | 2.38e+04 | +| 10.0 | 1.24 | 5 | 9.45 | +| 30.0 | 0.643 | 5 | 21.9 | +| 100.0 | 0.229 | 4 | 96.3 | +| 300.0 | 0.155 | 4 | 195 | +| 1000.0 | 0.126 | 3 | 493 | +| 3000.0 | 0.126 | 3 | 493 | +| 10000.0 | 0.122 | 3 | 5.95e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 10.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 30s slide 15s: quantile_over_time_p0.5[1m] (merges 2), quantile_over_time_p0.9[1m] (merges 2) +- dd(alpha=0.1) by (series) window 600s slide 60s: quantile_over_time_p0.9[10m] (merges 1), quantile_over_time_p0.9[30m] (merges 3) +- dd(alpha=0.1) by (series) window 7200s slide 1800s: quantile_over_time_p0.9[6h] (merges 3) +- dd(alpha=0.1) by (series) window 28800s slide 1800s: quantile_over_time_p0.9[1d] (merges 3) + +Plan at SLA 30.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6) +- dd(alpha=0.1) by (series) window 14400s slide 1800s: quantile_over_time_p0.9[1d] (merges 6) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 10000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30), quantile_over_time_p0.9[6h] (merges 360), quantile_over_time_p0.9[1d] (merges 1440) + +## synthetic/case/perf/series=30000/tp95 + +| SLA (ms) | vCPU | MVs | latency (ms) | +|---|---|---|---| +| none | 0.314 | 2 | 7.14e+04 | +| 10.0 | infeasible | | | +| 30.0 | infeasible | | | +| 100.0 | 1.48 | 4 | 90.4 | +| 300.0 | 0.687 | 4 | 289 | +| 1000.0 | 0.466 | 4 | 586 | +| 3000.0 | 0.378 | 3 | 1.48e+03 | +| 10000.0 | 0.378 | 3 | 1.48e+03 | + +Plan at SLA none: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120), quantile_over_time_p0.9[6h] (merges 1440), quantile_over_time_p0.9[1d] (merges 5760) + +Plan at SLA 100.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 300s slide 60s: quantile_over_time_p0.9[10m] (merges 2), quantile_over_time_p0.9[30m] (merges 6) +- dd(alpha=0.1) by (series) window 10800s slide 1800s: quantile_over_time_p0.9[6h] (merges 2), quantile_over_time_p0.9[1d] (merges 8) + +Plan at SLA 300.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 120s slide 60s: quantile_over_time_p0.9[10m] (merges 5), quantile_over_time_p0.9[30m] (merges 15) +- dd(alpha=0.1) by (series) window 3600s slide 1800s: quantile_over_time_p0.9[6h] (merges 6), quantile_over_time_p0.9[1d] (merges 24) + +Plan at SLA 1000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4) +- dd(alpha=0.1) by (series) window 60s slide 60s: quantile_over_time_p0.9[10m] (merges 10), quantile_over_time_p0.9[30m] (merges 30) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) + +Plan at SLA 3000.0: +- dd(alpha=0.1) by (job) window 0.005s slide 0.005s: quantile_by_job_p0.5[1 scrape] (merges 1), quantile_by_job_p0.9[1 scrape] (merges 1) +- dd(alpha=0.1) by (series) window 15s slide 15s: quantile_over_time_p0.5[1m] (merges 4), quantile_over_time_p0.9[1m] (merges 4), quantile_over_time_p0.9[10m] (merges 40), quantile_over_time_p0.9[30m] (merges 120) +- dd(alpha=0.1) by (series) window 1800s slide 1800s: quantile_over_time_p0.9[6h] (merges 12), quantile_over_time_p0.9[1d] (merges 48) diff --git a/rqe-optimizer/results/e2e-rate10/README.md b/rqe-optimizer/results/e2e-rate10/README.md new file mode 100644 index 00000000..fa0b95fd --- /dev/null +++ b/rqe-optimizer/results/e2e-rate10/README.md @@ -0,0 +1,132 @@ +# §6.3 workloads at 10 samples/s, for the end-to-end run + +The classic, multi-grouping and all (mixed + multi-grouping) workloads of +`../autosketch-vs-asap-hydra/` (r = 1, m = 1), re-planned at 1/20 of the data +rate: each series is scraped 10 times a second (every 100 ms) instead of 200, +so the classic metric carries 1e5 samples/s, `http` 1e5 records/s and `flows` +2e5 records/s. The templates, windows, accuracy curves, cost table, p95 +targets and runner are those of `../autosketch-vs-asap-hydra/`, with two +differences for the end-to-end run: + +- **Instant RQEs read one scrape.** `sum by (job)` and `quantile by (job)` + look back 100 ms, one sample per series (N = 1e3 per job), and are served + by 100 ms tumbling windows. +- **One RQE per schema query.** A query that several templates ask (14, 15, + 17) is only its strictest template's RQE, so every e2e query is answered by + one deployment. §6.3 keeps every copy (`--keep-duplicate-queries`). + +## Files + +- `inputs/tables/`: the tables, `export_autosketch_eval_table.py --synthetic + --samples-per-sec 10` (classic, all, multigroup at shared = 1). Each one's + `workloads[0].e2e` holds the queries and metrics to generate. Each query + but `rate` carries `expr`, its RQE expression tree (leaves name the plans' + RQE ids), added after planning: the RQEs and plans are unchanged. +- `plans/
.plans.json.gz`: each method's chosen plans, in the format of + `../autosketch-vs-asap-hydra/README.md`, "Plans" (`--runs 1`, kept, then + `rqe-optimizer/scripts/extract_autosketch_plans.py`). +- `
-tp95.json`: the runner's results (`--runs 3 --no-chosen`). + +## Served and left-out RQEs + +At 10 samples/s, two RQEs of template 16 (p99 latency `GROUP BY CUBE(region, +service, endpoint)`) fall below the accuracy curves' first N (1e3 items): + +- `t16_p99_latency_by_region,endpoint/values/5m` +- `t16_p99_latency_by_region,service,endpoint/values/5m` + +Their smallest group (all 2,500 groups are covered) holds 403 items in 5m. The +optimizer can't read accuracy below the curves (`SaturationCurves::accuracy` +returns `None`), so no method can serve them. The export leaves them out of +the RQEs and the e2e queries, and logs it. The same groupings at 15m (1,210 +items) are kept. With the two RQEs left in, the runner drops exactly these two +as unservable (ASAP and AutoSketch alike) and picks the same plans. + +| Workload | RQEs at 200/s (§6.3) | Duplicate queries | Below the curves | RQEs at 10/s, all served | +|---|---|---|---|---| +| classic | 42 | 0 | 0 | 42 | +| multigroup | 62 | 10 | 2 | 50 | +| all | 104 | 10 | 2 | 92 | + +Every chosen accuracy is measured (no theory reads), and no Hydra grid is chosen. + +## Predicted cost + +Cheapest plan (no latency bound) at 10/s: + +| Workload | Weights | ASAP | ASAP (no roll-ups) | PerQuery | AutoSketch | +|---|---|---|---|---|---| +| classic | CPU (vCPU) | 0.318 | 0.318 | 0.699 | 135 | +| classic | Fargate ($/h) | 0.0585 | 0.0585 | 0.192 | 6.41 | +| multigroup | CPU | 0.0911 | 0.110 | 0.132 | 0.487 | +| multigroup | Fargate | 0.00846 | 0.0155 | 0.0204 | 0.0348 | +| all | CPU | 0.409 | 0.428 | 0.831 | 136 | +| all | Fargate | 0.0670 | 0.0740 | 0.212 | 6.45 | + +ASAP, CPU weights: + +| Workload | Memory (GiB) | Deployments | RQEs rolled up | +|---|---|---|---| +| classic | 10.7 | 7 | 0 | +| multigroup | 1.33 | 9 | 33 | +| all | 12.0 | 16 | 33 | + +Classic deployments (ASAP, CPU weights): + +| Deployment | Window/slide (s) | +|---|---| +| `sum by (job)` (exact-sum) | 0.1/0.1 | +| `quantile by (job)` (DDSketch α = 0.1) | 0.1/0.1 | +| `sum by (job) (sum_over_time)` (exact-sum) | 60/60 | +| `sum_over_time` (exact-sum) | 60/60 | +| `quantile_over_time` (DDSketch α = 0.1) | 900/60 | +| `rate` (exact-increase) | 180/60 | +| top-k (CMS 3×1024, heap 9,216) | 300/60 | + +Against the previous 10/s plans (1 s instant lookback, every duplicate query, +the cost table and curves before the denser grid): + +- **Memory falls ~30%** (classic 15.3 → 10.7 GiB), and Fargate costs ~25% + (classic 0.0787 → 0.0585 $/h): with the denser grid, plans pick DDSketch + α = 0.1, the coarsest that meets the target. +- **CPU rises ~3%** (classic 0.309 → 0.318 vCPU, +1 deployment): + `sum by (job) (sum_over_time)` no longer shares the instant `sum by (job)` + deployment, whose window is now 100 ms. +- **Multigroup serves 10 fewer RQEs** and costs ~4% less CPU; 33 RQEs are + rolled up (was 41). +- The tightest feasible latency bounds are unchanged: classic 21 ms, multigroup + and all 490 ms. + +Every e2e query's RQEs are served by one deployment in every plan. An +independent re-plan in another session gave identical tables and identical +plans in all 120 (method, weights, kind, SLA) combinations. + +## Converting the plans in ASAPQuery + +`--planner saved` needs `--data-ingestion-interval-ms 100` on these tables: +the scrape interval, which instant RQEs' 0.1 s windows are whole multiples +of. With it, on ASAPQuery `main` (ProjectASAP/ASAPQuery#866), every ASAP plan +converts: classic PromQL 12/12, multigroup SQL 8/8, all SQL 8/8 and PromQL +8/8. + +## Reproduce + +```sh +cargo build --release -p rqe-optimizer --examples +DIR=rqe-optimizer/results/e2e-rate10; TMP=$(mktemp -d) +# SAT: the saturation dir of ../autosketch-vs-asap-hydra/README.md, "Reproduce" +python3 $SKETCH_BENCH/scripts/export_autosketch_eval_table.py --synthetic --samples-per-sec 10 \ + --revision acc2db1 --out $TMP +for t in classic all multigroup; do + f=synthetic-templates$t-shared1 + cp $TMP/$f.json $DIR/inputs/tables/ + target/release/examples/autosketch_vs_asap synthetic --table $DIR/inputs/tables/$f.json \ + --target p95 --runs 3 --no-chosen --saturation-dir $SAT --out $DIR/$f-tp95.json + target/release/examples/autosketch_vs_asap synthetic --table $DIR/inputs/tables/$f.json \ + --target p95 --runs 1 --saturation-dir $SAT --out $TMP/$f-tp95.json + python3 rqe-optimizer/scripts/extract_autosketch_plans.py $TMP/$f-tp95.json $DIR/plans/$f.plans.json.gz +done +``` + +Runs: 2026-10-14, sketch-bench `main` (acc2db1), on a 16-core desktop (not an +idle cluster node), so `planning_secs` are indicative only. diff --git a/rqe-optimizer/results/e2e-rate10/inputs/tables/synthetic-templatesall-shared1.json b/rqe-optimizer/results/e2e-rate10/inputs/tables/synthetic-templatesall-shared1.json new file mode 100644 index 00000000..3102ab21 --- /dev/null +++ b/rqe-optimizer/results/e2e-rate10/inputs/tables/synthetic-templatesall-shared1.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "acc2db1", "workloads": [{"dataset": "synthetic/templates=all/shared=1", "e2e": {"metrics": {"data": {"labels": [{"cardinality": 10, "name": "job"}, {"cardinality": 1000, "child_of": "job", "name": "label_0"}], "samples_per_sec_per_series": 10, "type": "gauge", "values": {"dist": {"pareto": 2.0}, "value": 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mode 100644 index 00000000..813e7da5 --- /dev/null +++ b/rqe-optimizer/results/e2e-rate10/inputs/tables/synthetic-templatesmultigroup-shared1.json @@ -0,0 +1 @@ +{"inputs": {}, "plan": "ProjectASAP/ASAPQuery#777", "schema_version": 1, "sketch_bench_revision": "acc2db1", "workloads": [{"dataset": "synthetic/templates=multigroup/shared=1", "e2e": {"metrics": {"flows": {"labels": [{"cardinality": 1000, "name": "dst_subnet", "skew": 1.1}, {"cardinality": 1000, "name": "dst_port", "skew": 1.2}, {"cardinality": 3, "name": "proto", "skew": 0.0}], "records_per_sec": 200000, "type": "records", "values": {"src_ip": {"burst": {"keys": 10000, "label": "dst_subnet", "share": 0.05, "value": 999}, "keys": 1000000, "zipf": 0.0}}}, "http": {"labels": [{"cardinality": 4, "name": "region", "skew": 0.5}, {"cardinality": 25, "name": "service", "skew": 1.1}, {"cardinality": 25, "child_of": "service", "name": "endpoint", "skew": 1.1}, {"cardinality": 4, "name": "status", "skew": 2.0}], "records_per_sec": 100000, "type": "records", "values": {"latency": {"anomaly": {"factor": 10, "label": "endpoint"}, "pareto": 2.0, "scaled_by": "service"}, "user_id": {"keys": 1000000, "zipf": 0.8}}}}, "queries": [{"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_subnet"], "id": "synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/5m", "lookback_ms": 300000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/5m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_subnet"], "id": "synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/15m", "lookback_ms": 900000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_subnet"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t11_distinct_src_by_dst_subnet/keys/15m"], "sql": "SELECT dst_subnet, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_port"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/5m", "lookback_ms": 300000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/5m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_port"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/15m", "lookback_ms": 900000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_port"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port/keys/15m"], "sql": "SELECT dst_port, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/5m", "lookback_ms": 300000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/5m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_subnet", "proto"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/15m", "lookback_ms": 900000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_subnet", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_subnet,proto/keys/15m"], "sql": "SELECT dst_subnet, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_subnet, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_port", "proto"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/5m", "lookback_ms": 300000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/5m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["dst_port", "proto"], "id": "synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/15m", "lookback_ms": 900000, "metric": "flows", "value": "src_ip"}}, "grouping": ["dst_port", "proto"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t12_distinct_src_by_dst_port,proto/keys/15m"], "sql": "SELECT dst_port, proto, COUNT(DISTINCT src_ip) FROM flows WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY dst_port, proto", "table": "flows", "value": "src_ip", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["region"], "id": "synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/5m", "lookback_ms": 300000, "metric": "http", "value": "user_id"}}, "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/5m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["region"], "id": "synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/15m", "lookback_ms": 900000, "metric": "http", "value": "user_id"}}, "grouping": ["region"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_region/keys/15m"], "sql": "SELECT region, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["service"], "id": "synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service/keys/5m", "lookback_ms": 300000, "metric": "http", "value": "user_id"}}, "grouping": ["service"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t14_distinct_users_by_service/keys/5m"], "sql": "SELECT service, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY service", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["service"], "id": 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["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,endpoint/keys/15m"], "sql": "SELECT region, endpoint, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -900, NOW()) AND NOW() GROUP BY region, endpoint", "table": "http", "value": "user_id", "window_secs": 900}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", "grouping": ["region", "status"], "id": "synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,status/keys/5m", "lookback_ms": 300000, "metric": "http", "value": "user_id"}}, "grouping": ["region", "status"], "interval_secs": 60, "rqes": ["synthetic/templates=multigroup/shared=1/t15_distinct_users_by_region,status/keys/5m"], "sql": "SELECT region, status, COUNT(DISTINCT user_id) FROM http WHERE ts BETWEEN DATEADD(s, -300, NOW()) AND NOW() GROUP BY region, status", "table": "http", "value": "user_id", "window_secs": 300}, {"capability": "cardinality", "expr": {"rqe": {"capability": "cardinality", 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b/rqe-optimizer/results/e2e-rate10/plans/synthetic-templatesmultigroup-shared1.plans.json.gz new file mode 100644 index 00000000..98549ae0 Binary files /dev/null and b/rqe-optimizer/results/e2e-rate10/plans/synthetic-templatesmultigroup-shared1.plans.json.gz differ diff --git a/rqe-optimizer/results/e2e-rate10/synthetic-templatesall-shared1-tp95.json b/rqe-optimizer/results/e2e-rate10/synthetic-templatesall-shared1-tp95.json new file mode 100644 index 00000000..98a0d71e --- /dev/null +++ b/rqe-optimizer/results/e2e-rate10/synthetic-templatesall-shared1-tp95.json @@ -0,0 +1,3338 @@ +{ + "autosketch": { + "benchmark_secs_paper_rate": 900.0, + "distinct_probes": 15, + "probed_configs": [ + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 1024, + "heap": 32, + "rows": 3 + }, + "sketch": "cms-heap-topk-fastpath-vector2d", + "tail_index": null, + "zipf_s": 1.1 + }, + { + "distinct_keys": 10000.0, + "metric": "data", + "params": { + "cols": 256, + "heap": 32, + 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50, + "sla_ms": 10000.0, + "weights": "fargate" + } + ], + "streams": 3, + "weights": [ + { + "name": "cpu", + "w_cpu": 1.0, + "w_mem": 0.0 + }, + { + "name": "fargate", + "w_cpu": 0.0405, + "w_mem": 0.00445 + } + ], + "workload": "synthetic/templates=multigroup/shared=1/tp95" +} diff --git a/rqe-optimizer/scripts/extract_autosketch_plans.py b/rqe-optimizer/scripts/extract_autosketch_plans.py new file mode 100644 index 00000000..083926e4 --- /dev/null +++ b/rqe-optimizer/scripts/extract_autosketch_plans.py @@ -0,0 +1,69 @@ +#!/usr/bin/env python3 +"""Chosen plans from an autosketch_vs_asap run kept with its plans (`--runs 1`, +without `--no-chosen`), in the `plans/
.plans.json.gz` format of +rqe-optimizer/results/autosketch-vs-asap-hydra/README.md: for each method and +weight setting the cheapest plan (`kind: "cheapest"`), then the plan at each +feasible SLA (`kind: "sla"`, `sla_ms`). + +Usage: extract_autosketch_plans.py RESULT.json OUT.plans.json.gz +""" +import gzip +import json +import sys + +FIELDS = [ + "objective", + "cpu", + "gib", + "latency_ms", + "active_deployments", + "rolled_up_rqes", + "chosen", +] + + +def plans(result): + cheapest = {} + for r in result["results"]: + key = (r["method"], r["weights"]) + if key not in cheapest or r["objective"] < cheapest[key]["objective"]: + cheapest[key] = r + out = [ + { + "kind": "cheapest", + "method": method, + "weights": weights, + **{f: r.get(f) for f in FIELDS}, + } + for (method, weights), r in sorted(cheapest.items(), key=lambda kv: kv[0][::-1]) + ] + out += [ + { + "kind": "sla", + "sla_ms": r.get("sla_ms"), + "method": r["method"], + "weights": r["weights"], + **{f: r.get(f) for f in FIELDS}, + } + for r in result["sla_results"] + if r.get("objective") is not None + ] + return { + "workload": result["workload"], + "rqes": result["rqes"], + "cost_model": result["cost_model"], + "plans": out, + } + + +def main(argv): + src, dst = argv + with open(src) as f: + result = json.load(f) + with gzip.open(dst, "wt") as f: + json.dump(plans(result), f) + return 0 + + +if __name__ == "__main__": + sys.exit(main(sys.argv[1:])) diff --git a/rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py b/rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py new file mode 100644 index 00000000..21e00e92 --- /dev/null +++ b/rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py @@ -0,0 +1,274 @@ +#!/usr/bin/env python3 +"""Plot version 2 (a batch latency SLA) of the AutoSketch vs. ASAP evaluation +(ProjectASAP/ASAPQuery#777; rqe-optimizer/docs/rqe_optimizer_cost_model.md, +"Cost by use and batch latency") from the `sla_results` of +`autosketch_vs_asap synthetic` runs. + +Writes, into OUT: + fig_cost_vs_sla.png one panel per workload (columns) and weight setting + (rows): cost by use (absolute, labeled) at each SLA, + ASAP, ASAP (no roll-ups, dashed) and PerQuery as + lines over the SLAs they can meet, + AutoSketch as a horizontal reference at its one plan's + cost, a filled marker where its latency meets the SLA + and a cross where it misses + summary_sla.md per workload, weights and SLA: each method's cost, + latency, CPU and GiB; AutoSketch's planning time as + search + measured benchmark; the roll-up ablation + (RQEs rolled up, deployments and cost with and + without roll-ups, saving %) + +Usage: rqe-optimizer/scripts/plot_autosketch_vs_asap_sla.py OUT RESULT.json... +""" + +import json +import pathlib +import re +import sys + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 + +METHODS = ["asap", "asap-norollup", "perquery", "autosketch"] +LABELS = { + "asap": "ASAP", + "asap-norollup": "ASAP (no roll-ups)", + "perquery": "PerQuery-CostAware", + "autosketch": "AutoSketch-Adapted", +} +COLORS = { + "asap": "#1f77b4", + "asap-norollup": "#4a3aa7", + "perquery": "#ff7f0e", + "autosketch": "#2ca02c", +} +MARKERS = {"asap": "o", "asap-norollup": "^", "perquery": "o"} +LINESTYLES = {"asap-norollup": "--"} +UNITS = {"cpu": "vCPU", "fargate": "$/hour"} + + +def title(data): + """`mixed, r = 8` from `synthetic/templates=classic/shared=8/tp95`.""" + m = re.search(r"templates=(\w+)/shared=(\d+)(?:/metrics=(\d+))?", data["workload"]) + if not m: + return data["workload"] + name = { + "classic": "mixed", + "all": "mixed + multi-grouping", + "multigroup": "multi-grouping", + }.get(m.group(1), m.group(1)) + if m.group(3): + return f"{name}, m = {m.group(3)}" + if m.group(2) != "1": + return f"{name}, r = {m.group(2)}" + return name + + +def rows(data, method, weights): + return sorted( + ( + r + for r in data["sla_results"] + if r["method"] == method and r["weights"] == weights + ), + key=lambda r: r["sla_ms"], + ) + + +def fmt(x, digits=3): + return "—" if x is None else f"{x:.{digits}g}" + + +def autosketch_planning_secs(data): + """Search + measured benchmark (sketch-bench/scripts/autosketch_benchmark_time.py).""" + a = data["autosketch"] + measured = a.get("benchmark_secs_measured") + return None if measured is None else a["search_secs"] + measured + + +def figure(runs, out): + weights = [w["name"] for w in runs[0]["weights"]] + fig, axes = plt.subplots( + len(weights), + len(runs), + figsize=(3.6 * len(runs), 3.0 * len(weights)), + squeeze=False, + ) + for col, data in enumerate(runs): + for row, w in enumerate(weights): + ax = axes[row][col] + for m in ("asap", "asap-norollup", "perquery"): + pts = [ + (r["sla_ms"], r["objective"]) + for r in rows(data, m, w) + if not r.get("infeasible") and "objective" in r + ] + if not pts: + continue + ax.plot( + *zip(*pts), + marker=MARKERS[m], + markersize=4, + linewidth=2, + linestyle=LINESTYLES.get(m, "-"), + color=COLORS[m], + label=LABELS[m], + ) + for x, y in pts: + ax.annotate( + fmt(y), + (x, y), + textcoords="offset points", + xytext=(3, 3), + fontsize=6, + color="#333333", + ) + auto = rows(data, "autosketch", w) + if auto: + cost = auto[0]["objective"] + ax.axhline( + cost, + color=COLORS["autosketch"], + linewidth=1.5, + linestyle="--", + label=LABELS["autosketch"], + ) + for r in auto: + ax.plot( + r["sla_ms"], + cost, + marker="o" if r["meets_sla"] else "x", + markersize=8 if r["meets_sla"] else 7, + color=COLORS["autosketch"], + linestyle="none", + ) + ax.annotate( + f"{fmt(cost)} (latency {fmt(auto[0]['latency_ms'])} ms)", + (auto[0]["sla_ms"], cost), + textcoords="offset points", + xytext=(0, -11), + fontsize=6, + color="#333333", + ) + ax.set_xscale("log") + ax.set_yscale("log") + ax.tick_params(labelsize=7) + ax.grid(True, which="major", color="#e5e5e5", linewidth=0.6) + if row == 0: + ax.set_title(f"{title(data)} ({data['rqes']} RQEs)", fontsize=9) + if row == len(weights) - 1: + ax.set_xlabel("batch latency SLA (ms)", fontsize=8) + if col == 0: + ax.set_ylabel(f"cost by use ({UNITS.get(w, w)})", fontsize=8) + handles, labels = axes[0][0].get_legend_handles_labels() + fig.legend( + handles, + labels, + loc="upper center", + ncol=4, + fontsize=8, + title="AutoSketch: ● meets the SLA, × misses it", + title_fontsize=7, + ) + fig.tight_layout(rect=(0, 0, 1, 0.9)) + fig.savefig(out / "fig_cost_vs_sla.png", dpi=150) + plt.close(fig) + + +def summary(runs, out): + lines = [ + "# Version 2: cost by use under a batch latency SLA\n", + "Each method's cost by use (`w_cpu · AUC(CPU) + w_mem · AUC(memory)`) at each " + "SLA; ASAP and PerQuery plan for the SLA (the cheapest plan whose batch latency, " + "the longest chain, is at most it), AutoSketch's one plan ignores it.\n", + ] + for data in runs: + planning = autosketch_planning_secs(data) + lines.append(f"## {title(data)}: {data['rqes']} RQEs\n") + lines.append( + f"Sanity violations: {len(data['sanity_violations'])}. Tightest feasible " + f"SLA: ASAP {fmt(data['frontier']['asap_tightest_bound_ms'])} ms, PerQuery " + f"{fmt(data['frontier']['perquery_tightest_bound_ms'])} ms. AutoSketch " + f"latency {fmt(data['frontier']['autosketch_latency_ms'])} ms; planning " + f"time (search + measured benchmark) {fmt(planning)} s.\n" + ) + lines.append( + "| weights | SLA (ms) | method | cost | latency (ms) | CPU (vCPU) | GiB | " + "meets SLA |" + ) + lines.append("|---|---|---|---|---|---|---|---|") + for w in [x["name"] for x in data["weights"]]: + for sla in data["sla_grid_ms"]: + for m in METHODS: + r = next((r for r in rows(data, m, w) if r["sla_ms"] == sla), None) + if r is None: + continue + if r.get("infeasible"): + lines.append( + f"| {w} | {fmt(sla)} | {LABELS[m]} | infeasible (tightest " + f"{fmt(r['tightest_bound_ms'])} ms) |||||" + ) + continue + meets = "yes" if m != "autosketch" or r["meets_sla"] else "**no**" + lines.append( + f"| {w} | {fmt(sla)} | {LABELS[m]} | {fmt(r['objective'])} | " + f"{fmt(r['latency_ms'])} | {fmt(r['cpu'])} | {fmt(r['gib'])} | " + f"{meets} |" + ) + lines.append("") + lines.extend(rollup_section(data)) + (out / "summary_sla.md").write_text("\n".join(lines)) + + +def rollup_section(data): + """The roll-up ablation at each weight setting and SLA where both ASAP and + ASAP (no roll-ups) have a plan; none without the ablation.""" + out = [] + for w in [x["name"] for x in data["weights"]]: + for sla in data["sla_grid_ms"]: + with_, without = ( + next( + ( + r + for r in rows(data, m, w) + if r["sla_ms"] == sla and "objective" in r + ), + None, + ) + for m in ("asap", "asap-norollup") + ) + if with_ is None or without is None: + continue + saving = ( + 100 * (without["objective"] - with_["objective"]) / without["objective"] + ) + out.append( + f"| {w} | {fmt(sla)} | {with_.get('rolled_up_rqes', '—')} | " + f"{with_['active_deployments']} | {without['active_deployments']} | " + f"{fmt(with_['objective'])} | {fmt(without['objective'])} | " + f"{saving:.1f}% |" + ) + if not out: + return [] + return [ + "Roll-up ablation (ASAP vs. ASAP without roll-ups):\n", + "| weights | SLA (ms) | RQEs rolled up | deployments with | deployments without | " + "cost with | cost without | saving |", + "|---|---|---|---|---|---|---|---|", + *out, + "", + ] + + +def main(): + out = pathlib.Path(sys.argv[1]) + runs = [json.loads(pathlib.Path(p).read_text()) for p in sys.argv[2:]] + runs.sort(key=lambda d: d["rqes"]) + figure(runs, out) + summary(runs, out) + + +if __name__ == "__main__": + main() diff --git a/rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py b/rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py new file mode 100644 index 00000000..50725a2a --- /dev/null +++ b/rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py @@ -0,0 +1,430 @@ +#!/usr/bin/env python3 +"""Plot the synthetic AutoSketch vs. ASAP evaluation (ProjectASAP/ASAPQuery#777, +section 7) from the JSON files of `autosketch_vs_asap synthetic`. + +Every plan is priced by use (rqe-optimizer/docs/rqe_optimizer_cost_model.md, +"Cost by use and batch latency"): w_cpu * AUC(CPU) + w_mem * AUC(memory), with +CPU elastic, and its query latency (the longest chain) is reported. ASAP and +PerQuery-CostAware are solved without a bound and for a sweep of latency +bounds (their cost-latency frontiers); AutoSketch-Adapted is one plan. + +Writes, next to the inputs: + fig_frontier.png cost vs. query latency, one column per workload, one + row per weight setting; ASAP, ASAP (no roll-ups) + and PerQuery frontiers as lines, AutoSketch as a + point; every point labeled with its cost + fig_rollup_ablation.png the roll-up ablation: per workload, ASAP's and ASAP + (no roll-ups)'s unbounded cost as grouped bars, one + panel per weight setting, absolute values labeled + fig_planning_time.png planning time vs. RQEs over the metrics dimension; + AutoSketch's is its search plus its measured + benchmark (60 s per probe only as a labeled reference) + summary_synthetic.md every workload and weight setting: each method's + unbounded plan, its cost at AutoSketch's latency, and + the frontier points; the roll-up ablation (RQEs + rolled up, deployments and cost with and without + roll-ups, saving %) + +Usage: rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py DIR +""" + +import json +import pathlib +import re +import sys + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 + +METHODS = ["asap", "asap-norollup", "perquery", "autosketch"] +LABELS = { + "asap": "ASAP", + "asap-norollup": "ASAP (no roll-ups)", + "perquery": "PerQuery-CostAware", + "autosketch": "AutoSketch-Adapted", +} +# Categorical slots 1-3 and 7 of the dataviz reference palette, with marker +# shapes (and the ablation's dashes) as a second encoding. +COLORS = { + "asap": "#2a78d6", + "asap-norollup": "#4a3aa7", + "perquery": "#eb6834", + "autosketch": "#1baf7a", +} +MARKERS = {"asap": "o", "asap-norollup": "^", "perquery": "s", "autosketch": "D"} +LINESTYLES = {"asap-norollup": "--"} +UNITS = {"cpu": "vCPU", "fargate": "$/hour"} +WEIGHT_TITLES = {"cpu": "CPU only", "fargate": "Fargate prices"} + + +# Each template set's title (export_autosketch_eval_table.py's TEMPLATE_SETS). +TEMPLATE_TITLES = { + "classic": "mixed", + "all": "mixed + multi-grouping", + "multigroup": "multi-grouping", +} + + +def point(data): + """(templates, shared, metrics) of a result's workload name.""" + m = re.search(r"templates=(\w+)/shared=(\d+)(?:/metrics=(\d+))?", data["workload"]) + return m.group(1), int(m.group(2)), int(m.group(3) or 1) + + +def title(key): + templates, shared, metrics = key + name = TEMPLATE_TITLES.get(templates, templates) + if shared > 1: + return f"{name}, r = {shared}" + if metrics > 1: + return f"{name}, m = {metrics}" + return name + + +def load(directory): + runs = {} + for path in sorted(pathlib.Path(directory).glob("synthetic-*.json")): + data = json.loads(path.read_text()) + runs[point(data)] = data + return dict(sorted(runs.items())) + + +def records(data, method, weights): + return [ + r + for r in data["results"] + if r["method"] == method and r["weights"] == weights and "objective" in r + ] + + +def unbounded(data, method, weights): + """The method's unbounded plan; None for results without the method.""" + return next( + (r for r in records(data, method, weights) if r["bound_ms"] is None), None + ) + + +def at_autosketch_latency(data, method, weights): + """The method's plan at the bound closest to AutoSketch's latency.""" + target = data["frontier"]["autosketch_latency_ms"] + bounded = [r for r in records(data, method, weights) if r["bound_ms"] is not None] + return min(bounded, key=lambda r: abs(r["bound_ms"] - target)) if bounded else None + + +def fmt(x, digits=3): + return "—" if x is None else f"{x:.{digits}g}" + + +def frontier(data, method, weights): + """Distinct (latency, cost) points of the method, by latency.""" + return sorted( + {(r["latency_ms"], r["objective"]) for r in records(data, method, weights)} + ) + + +def fig_frontier(runs, out): + weights = [w["name"] for w in next(iter(runs.values()))["weights"]] + fig, axes = plt.subplots( + len(weights), + len(runs), + figsize=(3.6 * len(runs), 3.2 * len(weights)), + squeeze=False, + ) + for col, (key, data) in enumerate(runs.items()): + for row, w in enumerate(weights): + ax = axes[row][col] + for m in METHODS: + pts = frontier(data, m, w) + if not pts: + continue + style = dict( + color=COLORS[m], + marker=MARKERS[m], + markersize=4, + linewidth=1.5, + label=LABELS[m], + ) + if m == "autosketch": + ax.plot(*zip(*pts), linestyle="none", **style) + else: + ax.plot(*zip(*pts), linestyle=LINESTYLES.get(m, "-"), **style) + for x, y in pts: + ax.annotate( + fmt(y), + (x, y), + textcoords="offset points", + xytext=(3, 3), + fontsize=5, + color="#52514e", + ) + ax.set_xscale("log") + ax.set_yscale("log") + ax.grid(True, which="major", color="#e5e4e0", linewidth=0.5) + ax.tick_params(labelsize=6) + if row == 0: + ax.set_title(f"{title(key)} ({data['rqes']} RQEs)", fontsize=8) + if row == len(weights) - 1: + ax.set_xlabel("query latency (ms)", fontsize=7) + if col == 0: + ax.set_ylabel( + f"{WEIGHT_TITLES.get(w, w)}: cost by use ({UNITS.get(w, w)})", + fontsize=7, + ) + handles, labels = axes[0][0].get_legend_handles_labels() + fig.legend(handles, labels, loc="upper center", ncol=4, fontsize=8) + fig.tight_layout(rect=(0, 0, 1, 0.93)) + fig.savefig(out / "fig_frontier.png", dpi=150) + plt.close(fig) + + +def fig_rollup_ablation(runs, out): + """Per workload with the ablation: ASAP's and ASAP (no roll-ups)'s unbounded + cost, grouped bars, one panel per weight setting.""" + runs = { + k: d + for k, d in runs.items() + if any(unbounded(d, "asap-norollup", w["name"]) for w in d["weights"]) + } + if not runs: + return + weights = [w["name"] for w in next(iter(runs.values()))["weights"]] + fig, axes = plt.subplots( + 1, + len(weights), + squeeze=False, + figsize=((1.2 * len(runs) + 1.0) * len(weights), 3.6), + ) + width = 0.38 + for col, w in enumerate(weights): + ax = axes[0][col] + for i, m in enumerate(("asap", "asap-norollup")): + xs, ys = [], [] + for x, data in enumerate(runs.values()): + r = unbounded(data, m, w) + if r is not None: + xs.append(x + (i - 0.5) * width) + ys.append(r["objective"]) + bars = ax.bar( + xs, + ys, + width=width * 0.95, + color=COLORS[m], + label=LABELS[m], + hatch="//" if m == "asap-norollup" else None, + edgecolor="white", + linewidth=0.5, + ) + ax.bar_label( + bars, + labels=[fmt(y) for y in ys], + fontsize=6, + color="#52514e", + padding=2, + ) + ax.set_xticks(range(len(runs))) + ax.set_xticklabels( + [ + f"{title(k).replace(', ', chr(10))}\n({d['rqes']} RQEs)" + for k, d in runs.items() + ], + fontsize=6, + ) + ax.set_ylabel(f"cost by use, unbounded ({UNITS.get(w, w)})", fontsize=7) + ax.set_title(WEIGHT_TITLES.get(w, w), fontsize=8) + ax.tick_params(axis="y", labelsize=6) + ax.grid(True, axis="y", color="#e5e4e0", linewidth=0.5) + ax.set_axisbelow(True) + ax.margins(y=0.12) + handles, labels = axes[0][0].get_legend_handles_labels() + fig.legend(handles, labels, loc="upper center", ncol=2, fontsize=8) + fig.tight_layout(rect=(0, 0, 1, 0.9)) + fig.savefig(out / "fig_rollup_ablation.png", dpi=150) + plt.close(fig) + + +def fig_planning_time(runs, out): + """Over the metrics dimension (shared = 1) of the `all` set, CPU-only + weights.""" + series = {"asap": [], "perquery": [], "search": [], "measured": [], "paper": []} + for (templates, shared, _), data in runs.items(): + if templates != "all" or shared != 1: + continue + n = data["rqes"] + a = data["autosketch"] + auto = unbounded(data, "autosketch", "cpu") + series["asap"].append((n, unbounded(data, "asap", "cpu")["planning_secs"])) + series["perquery"].append( + (n, unbounded(data, "perquery", "cpu")["planning_secs"]) + ) + series["search"].append((n, auto["planning_secs"])) + if "benchmark_secs_measured" in a: + series["measured"].append( + (n, auto["planning_secs"] + a["benchmark_secs_measured"]) + ) + series["paper"].append( + (n, auto["planning_secs"] + a["benchmark_secs_paper_rate"]) + ) + fig, ax = plt.subplots(figsize=(6.0, 3.8)) + lines = [ + ("asap", "ASAP (candidates + MILP)", COLORS["asap"], MARKERS["asap"], "-"), + ( + "perquery", + "PerQuery-CostAware", + COLORS["perquery"], + MARKERS["perquery"], + "-", + ), + ( + "measured", + "AutoSketch-Adapted: search + measured benchmark", + COLORS["autosketch"], + MARKERS["autosketch"], + "-", + ), + ( + "search", + "AutoSketch-Adapted: search only", + COLORS["autosketch"], + MARKERS["autosketch"], + ":", + ), + ( + "paper", + "reference: AutoSketch search + 60 s per probe (paper rate)", + "#898781", + "x", + "--", + ), + ] + for key, label, color, marker, style in lines: + pts = sorted(series[key]) + if not pts: + continue + ax.plot( + *zip(*pts), + color=color, + marker=marker, + markersize=4, + linestyle=style, + linewidth=1.5, + label=label, + ) + for x, y in pts: + ax.annotate( + fmt(y) + " s", + (x, y), + textcoords="offset points", + xytext=(3, 3), + fontsize=5, + color="#52514e", + ) + ax.set_xscale("log") + ax.set_yscale("log") + ax.grid(True, which="major", color="#e5e4e0", linewidth=0.5) + ax.set_xlabel(f"RQEs ({TEMPLATE_TITLES['all']}, m = 1, 8, 16 metrics)", fontsize=8) + ax.set_ylabel("planning time (s)", fontsize=8) + ax.tick_params(labelsize=7) + ax.legend(fontsize=6, loc="upper center", bbox_to_anchor=(0.5, -0.2), ncol=2) + fig.tight_layout() + fig.savefig(out / "fig_planning_time.png", dpi=150, bbox_inches="tight") + plt.close(fig) + + +def summary(runs, out): + lines = [ + "# Synthetic workload: AutoSketch vs. ASAP, cost by use\n", + "Cost by use: `w_cpu · AUC(CPU) + w_mem · AUC(memory)` (CPU only, in vCPU; " + "Fargate prices, in $/hour). Latency: a plan's query latency (its longest " + "chain, compaction then query, CPU elastic), and the median over its RQEs. " + "AutoSketch's planning time is its search plus its measured benchmark.\n", + ] + for key, data in runs.items(): + a = data["autosketch"] + lines.append(f"## {title(key)}\n") + lines.append( + f"{data['rqes']} RQEs on {data['streams']} streams; dropped: " + f"{sum(len(v) for v in data['dropped_unservable'].values())}; sanity violations: " + f"{len(data['sanity_violations'])}. AutoSketch: {a['probes']} probes, " + f"{a['distinct_probes']} distinct (metric, config); measured benchmark " + f"{fmt(a.get('benchmark_secs_measured'))} s at N = {fmt(a.get('benchmark_n'))} " + f"(paper rate {fmt(a['benchmark_secs_paper_rate'])} s). AutoSketch latency " + f"{fmt(data['frontier']['autosketch_latency_ms'])} ms; tightest feasible bound " + f"{fmt(data['frontier']['asap_tightest_bound_ms'])} ms.\n" + ) + lines.append( + "| weights | method | cost (unbounded) | CPU (vCPU) | GiB | latency (ms) | " + "median latency (ms) | planning (s) | cost at AutoSketch's latency |" + ) + lines.append("|---|---|---|---|---|---|---|---|---|") + for w in [x["name"] for x in data["weights"]]: + for m in METHODS: + r = unbounded(data, m, w) + if r is None: + continue + planning = r.get("planning_secs") + if m == "autosketch" and "benchmark_secs_measured" in a: + planning = planning + a["benchmark_secs_measured"] + at = at_autosketch_latency(data, m, w) + at_cost = ( + r["objective"] if m == "autosketch" else (at and at["objective"]) + ) + lines.append( + f"| {w} | {LABELS[m]} | {fmt(r['objective'])} | {fmt(r['cpu'])} | " + f"{fmt(r['gib'])} | {fmt(r['latency_ms'])} | {fmt(r['median_latency_ms'])} | " + f"{fmt(planning)} | {fmt(at_cost)} |" + ) + lines.append("") + lines.append("Frontier points (latency ms, cost), by weights:\n") + for w in [x["name"] for x in data["weights"]]: + for m in ("asap", "asap-norollup", "perquery"): + pts = ", ".join( + f"({fmt(x)}, {fmt(y)})" for x, y in frontier(data, m, w) + ) + if pts: + lines.append(f"- {w}, {LABELS[m]}: {pts}") + lines.append("") + lines.extend(rollup_section(data, unbounded)) + (out / "summary_synthetic.md").write_text("\n".join(lines)) + + +def rollup_section(data, plan): + """The roll-up ablation's markdown lines: per weight setting, `plan(data, + method, weights)` with and without roll-ups; none without the ablation.""" + rows = [] + for w in [x["name"] for x in data["weights"]]: + with_, without = plan(data, "asap", w), plan(data, "asap-norollup", w) + if with_ is None or without is None: + continue + saving = ( + 100 * (without["objective"] - with_["objective"]) / without["objective"] + ) + rows.append( + f"| {w} | {with_.get('rolled_up_rqes', '—')} | " + f"{with_['active_deployments']} | {without['active_deployments']} | " + f"{fmt(with_['objective'])} | {fmt(without['objective'])} | {saving:.1f}% |" + ) + if not rows: + return [] + return [ + "Roll-up ablation (ASAP vs. ASAP without roll-ups):\n", + "| weights | RQEs rolled up | deployments with | deployments without | " + "cost with | cost without | saving |", + "|---|---|---|---|---|---|---|", + *rows, + "", + ] + + +def main(): + out = pathlib.Path(sys.argv[1]) + runs = load(out) + fig_frontier(runs, out) + fig_rollup_ablation(runs, out) + fig_planning_time(runs, out) + summary(runs, out) + + +if __name__ == "__main__": + main() diff --git a/rqe-optimizer/scripts/plot_autosketch_vs_asap_targets.py b/rqe-optimizer/scripts/plot_autosketch_vs_asap_targets.py new file mode 100644 index 00000000..dab58e2a --- /dev/null +++ b/rqe-optimizer/scripts/plot_autosketch_vs_asap_targets.py @@ -0,0 +1,215 @@ +#!/usr/bin/env python3 +"""AutoSketch vs. ASAP across accuracy targets (90%, 95%, 99%). + +Reads `autosketch_vs_asap` results named `
-t.json`, with level +`acc90`, `p95` (the committed 95% runs) or `acc99`, and writes into OUT: + + fig_cost_vs_target.png each method's cheapest plan (absolute cost) vs. + the accuracy target, one panel per workload + (columns) and weight setting (rows) + fig_cost_vs_target_at_autosketch_latency.png + the same, every method held to AutoSketch's + batch latency at that target + summary_targets.md per workload, weights and target: each method's + cheapest cost, latency and deployments, RQEs + dropped, roll-ups + +Usage: rqe-optimizer/scripts/plot_autosketch_vs_asap_targets.py OUT RESULT.json... +""" + +import json +import os +import re +import sys + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 + +LEVELS = {"acc90": 90, "p95": 95, "acc95": 95, "acc99": 99} +METHODS = ["asap", "asap-norollup", "perquery", "autosketch"] +LABELS = { + "asap": "ASAP", + "asap-norollup": "ASAP (no roll-ups)", + "perquery": "PerQuery-CostAware", + "autosketch": "AutoSketch-Adapted", +} +COLORS = { + "asap": "#1f77b4", + "asap-norollup": "#4a3aa7", + "perquery": "#ff7f0e", + "autosketch": "#2ca02c", +} +STYLES = {"asap-norollup": "--"} +MARKERS = {"asap": "o", "asap-norollup": "^", "perquery": "s", "autosketch": "D"} +UNITS = {"cpu": "vCPU", "fargate": "$/hour"} +WEIGHTS = ["cpu", "fargate"] +TEMPLATES = { + "classic": "mixed", + "multigroup": "multi-grouping", + "all": "mixed + multi-grouping", +} +NAME = re.compile( + r"synthetic-templates(\w+)-shared(\d+)(?:-metrics(\d+))?-t(\w+)\.json$" +) + + +def workload_title(templates, shared, metrics): + parts = [TEMPLATES.get(templates, templates)] + if shared > 1: + parts.append(f"{shared} users") + if metrics > 1: + parts.append(f"{metrics} metrics") + return ", ".join(parts) + + +def cheapest(data, method, weights, max_latency=None): + plans = [ + r + for r in data["results"] + if r["method"] == method + and r["weights"] == weights + and "objective" in r + and (max_latency is None or r["latency_ms"] <= max_latency + 1e-6) + ] + return min(plans, key=lambda r: r["objective"]) if plans else None + + +def load(paths): + """{(templates, shared, metrics): {accuracy %: result}}.""" + runs = {} + for path in paths: + m = NAME.search(os.path.basename(path)) + if not m or m.group(4) not in LEVELS: + continue + key = (m.group(1), int(m.group(2)), int(m.group(3) or 1)) + with open(path) as f: + runs.setdefault(key, {})[LEVELS[m.group(4)]] = json.load(f) + return runs + + +def plot(runs, keys, out, at_autosketch_latency): + fig, axes = plt.subplots( + len(WEIGHTS), + len(keys), + figsize=(3.2 * len(keys), 2.8 * len(WEIGHTS)), + squeeze=False, + ) + for j, key in enumerate(keys): + for i, weights in enumerate(WEIGHTS): + ax = axes[i, j] + for method in METHODS: + xs, ys = [], [] + for acc, data in sorted(runs[key].items()): + limit = ( + data["frontier"]["autosketch_latency_ms"] + if at_autosketch_latency + else None + ) + plan = cheapest(data, method, weights, limit) + if plan: + xs.append(acc) + ys.append(plan["objective"]) + ax.plot( + xs, + ys, + STYLES.get(method, "-"), + color=COLORS[method], + marker=MARKERS[method], + ms=4, + lw=1.2, + label=LABELS[method], + ) + for x, y in zip(xs, ys): + ax.annotate( + f"{y:.3g}", + (x, y), + xytext=(3, 2), + textcoords="offset points", + fontsize=6, + color=COLORS[method], + ) + ax.set_yscale("log") + ax.set_xticks([90, 95, 99]) + ax.set_xticklabels(["90%", "95%", "99%"]) + ax.grid(alpha=0.3, lw=0.3, which="both") + if i == 0: + ax.set_title( + f"{workload_title(*key)} ({next(iter(runs[key].values()))['rqes']} RQEs)", + fontsize=8, + ) + if i == len(WEIGHTS) - 1: + ax.set_xlabel("accuracy target") + if j == 0: + ax.set_ylabel(f"cost by use ({UNITS[weights]})") + handles, labels = axes[0, 0].get_legend_handles_labels() + fig.legend( + handles, + labels, + loc="upper center", + ncol=len(METHODS), + fontsize=8, + frameon=False, + ) + fig.tight_layout(rect=(0, 0, 1, 0.94)) + fig.savefig(out, dpi=150) + plt.close(fig) + + +def summary(runs, out): + lines = [ + "# Accuracy target sweep", + "", + "Cheapest plan of each method (no latency bound). Cost by use: CPU only in " + "vCPU, Fargate in $/hour. `dropped`: RQEs ASAP could not serve at the target.", + "", + ] + for key in sorted(runs): + lines += [ + f"## {workload_title(*key)}", + "", + "| Target | Weights | RQEs | dropped | ASAP (latency, deployments, rolled up) " + "| ASAP no roll-ups | PerQuery | AutoSketch (latency) |", + "|---|---|---|---|---|---|---|---|", + ] + + def cell(r): + return f"{r['objective']:.4g}" if r else "—" + + for acc, data in sorted(runs[key].items()): + for weights in WEIGHTS: + p = {m: cheapest(data, m, weights) for m in METHODS} + a, au = p["asap"], p["autosketch"] + lines.append( + f"| {acc}% | {weights} | {data['rqes']} | " + f"{len(data['dropped_unservable']['asap'])} | " + f"{cell(a)} ({a['latency_ms'] / 1e3:.2f} s, {a['active_deployments']}, " + f"{a.get('rolled_up_rqes', 0)}) | {cell(p['asap-norollup'])} | " + f"{cell(p['perquery'])} | {cell(au)} ({au['latency_ms']:.0f} ms) |" + ) + lines.append("") + with open(out, "w") as f: + f.write("\n".join(lines)) + + +def main(): + out, paths = sys.argv[1], sys.argv[2:] + runs = load(paths) + # One column per template set at its base point; the scaled points are in + # the summary. + keys = [ + k for k in [("classic", 1, 1), ("multigroup", 1, 1), ("all", 1, 1)] if k in runs + ] + plot(runs, keys, os.path.join(out, "fig_cost_vs_target.png"), False) + plot( + runs, + keys, + os.path.join(out, "fig_cost_vs_target_at_autosketch_latency.png"), + True, + ) + summary(runs, os.path.join(out, "summary_targets.md")) + + +if __name__ == "__main__": + main() diff --git a/rqe-optimizer/scripts/plot_sec63_paper.py b/rqe-optimizer/scripts/plot_sec63_paper.py new file mode 100644 index 00000000..d1575f05 --- /dev/null +++ b/rqe-optimizer/scripts/plot_sec63_paper.py @@ -0,0 +1,565 @@ +#!/usr/bin/env python3 +"""The paper's §6.3 figures, from the committed AutoSketch-vs-ASAP results. + +Writes into OUT (PDF and PNG each): + sec63_cost_bars each method's cost at AutoSketch-Adapted's batch latency + (CPU only, log scale), per workload (panels) at base, + 8 users and 16 metrics; a baseline's bar also names how + many times ASAP's cost it is. Drawn at a figure*'s + 7 in; sec63_cost_bars_column stacks the panels at one + column's 3.4 in + sec63_frontier cost vs. batch latency (ASAP and PerQuery swept over + latency bounds; AutoSketch one point), CPU and Fargate + sec63_rollups the roll-up ablation: ASAP's cheapest plan with and + without roll-ups (CPU only, log scale) + +Every cost is absolute (vCPU or $/hour). + +Usage: rqe-optimizer/scripts/plot_sec63_paper.py RESULTS_DIR OUT + RESULTS_DIR: rqe-optimizer/results/autosketch-vs-asap-hydra +""" + +import json +import os +import sys + +import matplotlib +import matplotlib.ticker + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 + +plt.rcParams.update({"font.size": 8, "pdf.fonttype": 42}) + +WORKLOADS = [ + ("classic", "Aggregations"), + ("multigroup", "Roll-ups"), + ("all", "Aggregations + roll-ups"), +] +VARIANTS = [ + ("shared1", "base"), + ("shared8", "8 users"), + ("shared1-metrics16", "16 metrics"), +] +METHODS = [ + ("autosketch", "AutoSketch-Adapted", "C2"), + ("perquery", "PerQuery", "C1"), + ("asap", "ASAP", "C0"), +] + + +def load(results, table): + with open(os.path.join(results, f"synthetic-templates{table}-tp95.json")) as f: + return json.load(f) + + +def plans(data, method, weights): + return [ + r + for r in data["results"] + if r["weights"] == weights and r["method"] == method and "objective" in r + ] + + +def cheapest(data, method, weights="cpu", max_latency_ms=None): + return min( + ( + r + for r in plans(data, method, weights) + if max_latency_ms is None or r["latency_ms"] <= max_latency_ms + 1e-6 + ), + key=lambda r: r["objective"], + )["objective"] + + +def save(fig, out, name, tight=False): + """PDF and PNG; `tight` trims the page to the drawing (2 pt margin).""" + extra = {"bbox_inches": "tight", "pad_inches": 0.02} if tight else {} + fig.savefig(os.path.join(out, f"{name}.pdf"), **extra) + fig.savefig(os.path.join(out, f"{name}.png"), dpi=150, **extra) + plt.close(fig) + + +def short(cost): + """2.7k, 161, 4.5, 0.32: three significant figures at most.""" + if cost >= 1000: + return f"{cost / 1000:.3g}k" + return f"{cost:.3g}" if cost >= 1 else f"{cost:.2g}" + + +# Darker shades than matplotlib's defaults, so white labels inside the bars +# read clearly. +WIDE_COLORS = {"autosketch": "#2e7d32", "perquery": "#d35400", "asap": "#1f5fa8"} + + +def cost_bars_wide(results, out): + """The figure* version (7.1 in, drawn at print size). ASAP's cost sits + right on top of its bar; each baseline's multiple of it sits inside the + baseline's bar in white, or just above the bar when the bar is too short + to hold it. The page is trimmed to the drawing.""" + sizes = { + "font.size": 9.5, + "axes.titlesize": 11, + "axes.labelsize": 10.5, + "xtick.labelsize": 9.5, + "ytick.labelsize": 9.5, + "legend.fontsize": 10.5, + } + label_pt = 8.5 + with plt.rc_context(sizes): + fig, axes = plt.subplots(1, len(WORKLOADS), figsize=(7.1, 3.0)) + width, gap = 0.3, 1.15 + labels_to_place = [] + for ax, (templates, title) in zip(axes, WORKLOADS): + ticks = [] + for i, (variant, name) in enumerate(VARIANTS): + data = load(results, f"{templates}-{variant}") + limit = data["frontier"]["autosketch_latency_ms"] + cost = { + m: cheapest(data, m, max_latency_ms=limit) for m, _, _ in METHODS + } + for k, (method, label, _) in enumerate(METHODS): + x = i * gap + (k - 1) * width + ax.bar( + x, + cost[method], + width * 0.95, + color=WIDE_COLORS[method], + label=label if i == 0 else None, + ) + if method == "asap": + # Vertical, so it stays within its bar's width. + ax.text( + x, + cost[method] * 1.08, + short(cost[method]), + ha="center", + va="bottom", + rotation=90, + fontsize=label_pt, + weight="bold", + color=WIDE_COLORS["asap"], + ) + else: + ratio = cost[method] / cost["asap"] + text = f"{ratio:.0f}×" if ratio >= 10 else f"{ratio:.1f}×" + labels_to_place.append( + (ax, x, cost[method], text, WIDE_COLORS[method]) + ) + ticks.append(f"{name}\n{data['rqes']:,}") + ax.set_yscale("log") + ax.set_xticks([i * gap for i in range(len(VARIANTS))]) + ax.set_xticklabels(ticks, fontsize=8.5, linespacing=1.0) + ax.set_xlim(-0.6, (len(VARIANTS) - 1) * gap + 0.6) + ax.set_ylim(top=ax.get_ylim()[1] * 4) + ax.yaxis.set_major_locator(matplotlib.ticker.LogLocator(numticks=4)) + ax.grid(axis="y", alpha=0.3, lw=0.4) + ax.tick_params(axis="x", length=0) + ax.set_title(title) + ax.set_xlabel("workload scale (# RQEs)") + axes[0].set_ylabel("cost (vCPU)") + handles, names = axes[0].get_legend_handles_labels() + fig.legend( + handles, + names, + loc="upper center", + ncol=len(METHODS), + frameon=False, + handlelength=1.2, + columnspacing=1.2, + bbox_to_anchor=(0.5, 1.02), + ) + fig.tight_layout(rect=(0, 0, 1, 0.9), w_pad=0.3) + # With the axes final: a label goes inside its bar, written + # vertically in white, if the bar is tall enough (in points) to hold + # it; else vertically just above the bar, in the bar's colour. + fig.canvas.draw() + for ax, x, top, text, color in labels_to_place: + bottom = ax.get_ylim()[0] + to_pt = ax.transData.transform + height_pt = (to_pt((x, top))[1] - to_pt((x, bottom))[1]) * 72 / fig.dpi + if height_pt > label_pt * 0.62 * len(text) + 6: + ax.text( + x, + top / 1.12, + text, + ha="center", + va="top", + rotation=90, + fontsize=label_pt, + weight="bold", + color="white", + ) + else: + ax.text( + x, + top * 1.08, + text, + ha="center", + va="bottom", + rotation=90, + fontsize=label_pt, + weight="bold", + color=color, + ) + save(fig, out, "sec63_cost_bars_wide", tight=True) + + +# The paper's names: the system, its no-sharing ablation, and the baseline. +SINGLE_METHODS = [ + ("asap", "LiteOlly", "#1f5fa8"), + ("perquery", "LiteOllyPerQuery", "#8fb3de"), + ("autosketch", "AutoSketch baseline", "#2e7d32"), +] +SINGLE_WORKLOADS = [ + ("classic", "W-RangeHeavy"), + ("multigroup", "W-RollupHeavy"), + ("all", "W-Mixed"), +] +SINGLE_VARIANTS = [("shared1", "base"), ("shared8", "8U"), ("shared1-metrics16", "16M")] + + +def cost_bars_single(results, out, weights="cpu"): + """One set of axes at one column's width (3.4 in, drawn at print size): + every workload and scale as a group of three bars (LiteOlly, + LiteOllyPerQuery, AutoSketch baseline), each at AutoSketch's batch + latency, log scale, under `weights` (CPU only, or Fargate's prices). LiteOlly's cost sits on its bar; each other + bar names how many times LiteOlly's cost it is, inside the bar in white + when it fits, else just above it. The page is trimmed to the drawing.""" + sizes = { + "font.size": 8, + "axes.labelsize": 8.5, + "xtick.labelsize": 7.5, + "ytick.labelsize": 8, + "legend.fontsize": 8, + } + label_pt = 6.5 + with plt.rc_context(sizes): + fig, ax = plt.subplots(figsize=(3.4, 2.5)) + width, gap, block = ( + 0.32, + 1.02, + 0.35, + ) # bar, group spacing, extra between workloads + x0, ticks, ticklabels, spans, to_place = 0.0, [], [], [], [] + for templates, title in SINGLE_WORKLOADS: + start = x0 + for variant, name in SINGLE_VARIANTS: + data = load(results, f"{templates}-{variant}") + limit = data["frontier"]["autosketch_latency_ms"] + cost = { + m: cheapest(data, m, weights, max_latency_ms=limit) + for m, _, _ in SINGLE_METHODS + } + for k, (method, label, color) in enumerate(SINGLE_METHODS): + x = x0 + (k - 1) * width + ax.bar( + x, + cost[method], + width * 0.92, + color=color, + label=label if not ticks else None, + ) + if method == "asap": + ax.text( + x, + cost[method] * 1.1, + short(cost[method]), + ha="center", + va="bottom", + rotation=90, + fontsize=label_pt, + weight="bold", + color=color, + ) + else: + ratio = cost[method] / cost["asap"] + text = f"{ratio:.0f}×" if ratio >= 10 else f"{ratio:.1f}×" + to_place.append((x, cost[method], text, color)) + ticks.append(x0) + ticklabels.append(name) + x0 += gap + spans.append((start, x0 - gap, title)) + x0 += block + ax.set_yscale("log") + ax.set_xticks(ticks) + ax.set_xticklabels(ticklabels, rotation=0) + ax.set_xlim(-0.55, x0 - block - gap + 0.55) + ax.set_ylim(top=ax.get_ylim()[1] * 6) + ax.yaxis.set_major_locator(matplotlib.ticker.LogLocator(numticks=5)) + ax.grid(axis="y", alpha=0.3, lw=0.4) + ax.tick_params(axis="x", length=0, pad=2) + ax.set_ylabel("cost (vCPU)" if weights == "cpu" else "cost ($/hour)") + # Workload names under their three groups; thin separators between them. + for start, end, title in spans: + ax.text( + (start + end) / 2, + -0.11, + title, + transform=ax.get_xaxis_transform(), + ha="center", + va="top", + fontsize=8, + ) + for (_, end, _), (start, _, _) in zip(spans, spans[1:]): + ax.axvline((end + start) / 2, color="0.6", lw=0.6, ls=":") + handles, names = ax.get_legend_handles_labels() + fig.tight_layout(rect=(0, 0, 1, 0.9)) + # Placed after the layout, so it does not narrow the axes. + fig.legend( + handles, + names, + loc="upper center", + bbox_to_anchor=(0.5, 1.0), + ncol=3, + frameon=False, + fontsize=7.5, + handlelength=0.9, + handletextpad=0.4, + columnspacing=0.7, + ) + fig.canvas.draw() + for x, top, text, color in to_place: + bottom = ax.get_ylim()[0] + to_pt = ax.transData.transform + height_pt = (to_pt((x, top))[1] - to_pt((x, bottom))[1]) * 72 / fig.dpi + inside = height_pt > label_pt * 0.62 * len(text) + 5 + ax.text( + x, + top / 1.12 if inside else top * 1.1, + text, + ha="center", + va="top" if inside else "bottom", + rotation=90, + fontsize=label_pt, + weight="bold", + # White inside dark bars; the light LiteOllyPerQuery bar + # takes dark blue inside and above it, where its own + # colour would not read. + color=( + "#0b2e59" if color == "#8fb3de" else "white" if inside else color + ), + ) + save( + fig, + out, + "sec63_cost_bars" + ("" if weights == "cpu" else f"_{weights}"), + tight=True, + ) + + +def cost_bars(results, out, layout): + """`wide`: three panels side by side at a two-column figure*'s width + (7 in). `column`: stacked, at one column's width (3.4 in). Both are drawn + at their printed size, so fonts are what the paper shows.""" + wide = layout == "wide" + sizes = ( + { + "font.size": 9.5, + "axes.titlesize": 11, + "axes.labelsize": 10, + "xtick.labelsize": 9.5, + "ytick.labelsize": 9.5, + "legend.fontsize": 10.5, + } + if wide + else { + "font.size": 8, + "axes.titlesize": 9, + "axes.labelsize": 8.5, + "xtick.labelsize": 8, + "ytick.labelsize": 8, + "legend.fontsize": 8.5, + } + ) + with plt.rc_context(sizes): + fig, axes = ( + plt.subplots(1, len(WORKLOADS), figsize=(7.1, 3.1)) + if wide + else plt.subplots(len(WORKLOADS), 1, figsize=(3.4, 5.8)) + ) + width = 0.3 if wide else 0.28 + gap = 1.15 if wide else 1.0 # between variant groups + for ax, (templates, title) in zip(axes, WORKLOADS): + labels = [] + for i, (variant, name) in enumerate(VARIANTS): + data = load(results, f"{templates}-{variant}") + limit = data["frontier"]["autosketch_latency_ms"] + cost = { + m: cheapest(data, m, max_latency_ms=limit) for m, _, _ in METHODS + } + for k, (method, label, color) in enumerate(METHODS): + x = i * gap + (k - 1) * width + ax.bar( + x, + cost[method], + width * 0.95, + color=color, + label=label if i == 0 else None, + ) + ratio = cost[method] / cost["asap"] + multiple = f"{ratio:.0f}×" if ratio >= 10 else f"{ratio:.1f}×" + if wide: + # One short label per bar: ASAP's cost, each + # baseline's multiple of it (its cost is on the axis). + text = short(cost[method]) if method == "asap" else multiple + else: + text = short(cost[method]) + ( + "" if method == "asap" else "\n" + multiple + ) + # Wide: when ASAP's bar is about as tall as PerQuery's, its + # label rises above PerQuery's, so neighbours never share a + # row (one label is about a factor 2.5 of height here). + y = cost[method] * 1.2 + if wide and method == "asap": + y = max(y, cost["perquery"] * 1.2 * 2.6) + ax.text( + x, + y, + text, + ha="center", + va="bottom", + fontsize=8 if wide else 6.5, + linespacing=0.95, + weight="bold" if wide and method == "asap" else "normal", + ) + labels.append( + f"{name}\n{data['rqes']:,}" + if wide + else f"{name}\n{data['rqes']:,} RQEs" + ) + ax.set_yscale("log") + ax.set_xticks([i * gap for i in range(len(VARIANTS))]) + ax.set_xticklabels(labels, fontsize=8.5 if wide else 8, linespacing=1.0) + ax.set_xlim(-0.62, (len(VARIANTS) - 1) * gap + 0.62) + ax.set_title(title) + ax.set_ylim(top=ax.get_ylim()[1] * (12 if wide else 25)) + ax.yaxis.set_major_locator(matplotlib.ticker.LogLocator(numticks=4)) + ax.grid(axis="y", alpha=0.3, lw=0.4) + ax.tick_params(axis="x", length=0) + if wide or ax is axes[len(WORKLOADS) // 2]: + ax.set_ylabel("cost (vCPU)") + if wide: + ax.set_xlabel("workload scale (# RQEs)", fontsize=8.5) + if wide and ax is not axes[0]: + ax.set_ylabel("") + handles, names = axes[0].get_legend_handles_labels() + fig.legend( + handles, + names, + loc="upper center", + ncol=len(METHODS), + frameon=False, + handlelength=1.2, + columnspacing=1.2, + ) + fig.tight_layout(rect=(0, 0, 1, 0.89 if wide else 0.95), h_pad=1.4, w_pad=0.3) + save(fig, out, "sec63_cost_bars" + ("" if wide else "_column")) + + +def frontier(results, out): + lines = [("asap", "ASAP", "C0", "o"), ("perquery", "PerQuery", "C1", "s")] + units = [("cpu", "cost (vCPU)"), ("fargate", "cost ($/hour)")] + fig, axes = plt.subplots(2, len(WORKLOADS), figsize=(7, 4)) + for j, (templates, title) in enumerate(WORKLOADS): + data = load(results, f"{templates}-shared1") + for i, (weights, unit) in enumerate(units): + ax = axes[i, j] + for method, label, color, marker in lines: + rs = sorted(plans(data, method, weights), key=lambda r: r["latency_ms"]) + ax.plot( + [r["latency_ms"] / 1e3 for r in rs], + [r["objective"] for r in rs], + "-", + color=color, + marker=marker, + ms=2.5, + lw=1, + label=label, + ) + auto = plans(data, "autosketch", weights)[0] + ax.scatter( + [auto["latency_ms"] / 1e3], + [auto["objective"]], + marker="D", + s=20, + color="C2", + label="AutoSketch-Adapted", + zorder=5, + ) + ax.set_xscale("log") + ax.set_yscale("log") + ax.xaxis.set_major_locator(matplotlib.ticker.LogLocator(subs=(1, 2, 5))) + ax.xaxis.set_major_formatter(matplotlib.ticker.FormatStrFormatter("%g")) + ax.xaxis.set_minor_formatter(matplotlib.ticker.NullFormatter()) + ax.grid(alpha=0.3, which="both", lw=0.3) + if j == 0: + ax.set_ylabel(unit) + if i == 0: + ax.set_title(f"{title} ({data['rqes']} RQEs)", fontsize=8) + if i == len(units) - 1: + ax.set_xlabel("batch latency (s)") + handles, names = axes[0, 0].get_legend_handles_labels() + fig.legend(handles, names, loc="upper center", ncol=3, fontsize=7, frameon=False) + fig.tight_layout(rect=(0, 0, 1, 0.94)) + save(fig, out, "sec63_frontier") + + +def rollups(results, out): + fig, ax = plt.subplots(figsize=(7, 2.3)) + x, ticks, labels = 0, [], [] + for templates, title in WORKLOADS: + for variant, name in VARIANTS: + data = load(results, f"{templates}-{variant}") + for k, (method, label, color) in enumerate( + [("asap-norollup", "ASAP w/o roll-ups", "C9"), ("asap", "ASAP", "C0")] + ): + cost = cheapest(data, method) + ax.bar( + x + (k - 0.5) * 0.38, + cost, + 0.38, + color=color, + label=label if x == 0 else None, + hatch="//" if k == 0 else None, + edgecolor="white", + lw=0, + ) + ax.text( + x + (k - 0.5) * 0.38, + cost * 1.08, + f"{cost:.3g}", + ha="center", + fontsize=6, + ) + ticks.append(x) + labels.append(f"{name}\n({data['rqes']} RQEs)") + x += 1 + ax.text(x - 2, 250, title, ha="center", fontsize=8, weight="bold") + x += 0.6 + ax.set_yscale("log") + ax.set_ylim(0.1, 900) + ax.set_xticks(ticks) + ax.set_xticklabels(labels, fontsize=6.5) + ax.set_ylabel("cheapest plan (vCPU)") + ax.legend( + fontsize=7, loc="lower left", bbox_to_anchor=(0, 1), frameon=False, ncol=2 + ) + ax.grid(axis="y", alpha=0.3, lw=0.3) + fig.tight_layout() + save(fig, out, "sec63_rollups") + + +def main(): + results, out = sys.argv[1], sys.argv[2] + os.makedirs(out, exist_ok=True) + cost_bars_wide(results, out) + cost_bars_single(results, out) + cost_bars_single(results, out, "fargate") + cost_bars(results, out, "column") + frontier(results, out) + rollups(results, out) + + +if __name__ == "__main__": + main() diff --git a/rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh b/rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh new file mode 100755 index 00000000..1481b3e3 --- /dev/null +++ b/rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh @@ -0,0 +1,51 @@ +#!/usr/bin/env bash +# Run the synthetic workload grid of the AutoSketch vs. ASAP evaluation +# (ProjectASAP/ASAPQuery#777, section 6 "Workload grid") and plot it. +# +# Usage: +# SATURATION_DIR=DIR rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh TABLES_DIR run +# rqe-optimizer/scripts/run_autosketch_vs_asap_synthetic.sh TABLES_DIR plot +# +# TABLES_DIR holds the tables and plan.tsv of +# `sketch-bench/scripts/export_autosketch_eval_table.py --synthetic` (the workload). SATURATION_DIR +# holds the curves and the cost table of sketch-bench/scripts/study_saturation.py, the +# same inputs the planner reads. `run` evaluates every plan.tsv +# row, JOBS at a time, at every weight setting and SLA of #777; a run over +# JOB_TIMEOUT seconds is stopped and listed in failed.txt. RUNS timing runs +# each. + +set -euo pipefail + +TABLES=${1:?usage: run_autosketch_vs_asap_synthetic.sh TABLES_DIR (run|plot)} +MODE=${2:?usage: run_autosketch_vs_asap_synthetic.sh TABLES_DIR (run|plot)} +OUT=${OUT:-rqe-optimizer/results/autosketch-vs-asap-synthetic} +JOBS=${JOBS:-4} +RUNS=${RUNS:-3} +JOB_TIMEOUT=${JOB_TIMEOUT:-14400} +BIN=${CARGO_TARGET_DIR:-./target}/release/examples/autosketch_vs_asap +mkdir -p "$OUT" + +case "$MODE" in +run) + : "${SATURATION_DIR:?set SATURATION_DIR to the saturation study output directory}" + export SATURATION_DIR JOB_TIMEOUT RUNS OUT + cargo build --release -p rqe-optimizer --example autosketch_vs_asap + : > "$OUT/failed.txt" + # shellcheck disable=SC2016 # the sh -c script expands these, not this shell + while IFS=$'\t' read -r table target result; do + [[ -s "$OUT/$result" ]] || echo "$TABLES/$table $target $OUT/$result" + done < "$TABLES/plan.tsv" | + xargs -P "$JOBS" -L 1 sh -c \ + 'timeout "$JOB_TIMEOUT" "$0" synthetic --table "$1" --target "$2" --runs "$RUNS" \ + --saturation-dir "$SATURATION_DIR" --no-chosen --out "$3" 2>> "$3.log" \ + || echo "$3" >> "$OUT/failed.txt"' \ + "$BIN" + ;; +plot) + python3 rqe-optimizer/scripts/plot_autosketch_vs_asap_synthetic.py "$OUT" + ;; +*) + echo "unknown mode $MODE" >&2 + exit 2 + ;; +esac diff --git a/rqe-optimizer/scripts/summarize_case_studies.py b/rqe-optimizer/scripts/summarize_case_studies.py new file mode 100644 index 00000000..576ff814 --- /dev/null +++ b/rqe-optimizer/scripts/summarize_case_studies.py @@ -0,0 +1,104 @@ +#!/usr/bin/env python3 +"""Each case-study result's ASAP plans, one block per table: cost, MV count +and latency with no SLA and at each batch latency SLA, and each distinct +plan's MVs (sketch, grouping, window/slide, the queries each serves). + + python3 rqe-optimizer/scripts/summarize_case_studies.py RESULT.json... > summary.md +""" + +import json +import sys +from collections import defaultdict + + +def short(rqe_id): + """`case/perf/base=0/quantile_over_time_p0.9/values/86400s` -> `quantile_over_time_p0.9[24h]`.""" + *_, query, _, lookback = rqe_id.split("/") + secs = float(lookback.rstrip("s")) + for unit, size in [("d", 86400), ("h", 3600), ("m", 60), ("s", 1)]: + if secs >= size and secs % size == 0: + return f"{query}[{int(secs // size)}{unit}]" + return f"{query}[1 scrape]" + + +def grouping_of(rqe_id): + """A query's group-by labels, from its id: `p99_by_service,region` and + `quantile_by_job_p0.5` name theirs; `quantile_over_time` is per series.""" + query = rqe_id.split("/")[-3] + if query.startswith("quantile_over_time"): + return ["series"] + return query.split("_by_")[1].split("_")[0].split(",") + + +def secs(value): + return f"{value:g}s" + + +def mvs(plan): + """ASAP's deployments: (description, queries) per deployment index.""" + by_deployment = defaultdict(list) + for choice in plan["chosen"]: + by_deployment[choice["deployment"]].append(choice) + out = [] + for choices in by_deployment.values(): + first = choices[0] + params = ",".join(f"{k}={v}" for k, v in first["params"].items()) + # The runner names the deployment's grouping only where it differs + # from the RQE's (a roll-up or a Hydra grid). + grouping = first.get("deployment_grouping") or grouping_of(first["rqe"]) + out.append( + ( + f"{first['sketch']}({params}) by ({','.join(grouping)}) " + f"window {secs(first['window_secs'])} " + f"slide {secs(first['slide_secs'])}", + [f"{short(c['rqe'])} (merges {c['merged_shards']})" for c in choices], + ) + ) + return out + + +def cheapest(result): + return next( + r + for r in result["results"] + if r["method"] == "asap" and r["weights"] == "cpu" and r["bound_ms"] is None + ) + + +def describe(path): + result = json.load(open(path)) + lines = [f"## {result['workload']}", ""] + lines.append("| SLA (ms) | vCPU | MVs | latency (ms) |") + lines.append("|---|---|---|---|") + plans = [("none", cheapest(result))] + plans += [ + (r["sla_ms"], r) + for r in result["sla_results"] + if r["method"] == "asap" and r["weights"] == "cpu" + ] + for sla, asap in plans: + if asap.get("infeasible"): + lines.append(f"| {sla} | infeasible | | |") + else: + lines.append( + f"| {sla} | {asap['cpu']:.3g} | {asap['active_deployments']} " + f"| {asap['latency_ms']:.3g} |" + ) + lines.append("") + seen = set() + for sla, asap in plans: + if asap.get("infeasible"): + continue + plan = mvs(asap) + key = json.dumps(plan) + if key in seen: + continue + seen.add(key) + lines.append(f"Plan at SLA {sla}:") + lines += [f"- {mv}: {', '.join(queries)}" for mv, queries in plan] + lines.append("") + return "\n".join(lines) + + +if __name__ == "__main__": + print("\n".join(describe(path) for path in sys.argv[1:]), end="") diff --git a/rqe-optimizer/src/analytical_cost_model.rs b/rqe-optimizer/src/analytical_cost_model.rs new file mode 100644 index 00000000..0f20252b --- /dev/null +++ b/rqe-optimizer/src/analytical_cost_model.rs @@ -0,0 +1,641 @@ +//! Analytical scoring built from measured per-operation costs (`rqe-optimizer/docs/rqe_optimizer_cost_model.md`). +//! +//! Costs split into four phases, each with CPU and memory: +//! - ingest: inserts into open windows, and their state; +//! - merge: folding a query's windows, and the merged state; +//! - query: reading the merged state, and the output; +//! - storage: closed windows kept for lookbacks (no CPU). +//! +//! [`score`] and the MILP share the per-phase functions below. +//! +//! Measured costs are per instance. A deployment holds `card(G)` instances +//! per window, or one if its family keeps [one fixed-size sketch for all +//! groups](crate::FamilyProperties::one_fixed_size_sketch_for_all_groups). +//! A RAQE grouped by `G_r`, a subset of the deployment's `G_d`, is read by +//! merging each `G_r` group's instances into one (a roll-up), so merge and +//! query are priced at `G_r`, ingest and storage at `G_d`. +//! Exact accumulators hold many groups in one instance, but the export +//! divides their memory and merge cost by the group count, so `card(G) ×` +//! prices them correctly too. A [key tracker](crate::Deployment::key_tracker) +//! is priced like an exact accumulator on the same windows, in every phase. +//! A Hydra grid over a schema `Λ` (the deployment's grouping) is one such +//! fixed-size sketch, `I_d = I_r = 1`: its measured insert is per record with +//! the subset fan-out included, a query probes it once per `G_r` group, and +//! its tracker keeps `card(Λ)` keys per window. + +use crate::{ + secs, AtomicCostEntry, Capability, Deployment, LabelSet, Mapping, Millis, Raqe, WorkloadFacts, +}; +use std::collections::{BTreeMap, BTreeSet}; + +pub(crate) const BYTES_PER_GIB: f64 = (1u64 << 30) as f64; + +/// Query output per group: one f64. +// ponytail: estimated, not measured; tiny next to sketch state. +pub const OUTPUT_BYTES_PER_VALUE: f64 = 8.0; +/// Query output per top-k entry: a 64-bit key hash and a count. +pub const OUTPUT_BYTES_PER_TOPK_ENTRY: f64 = 16.0; +/// Bytes per DDSketch bucket: one `u64` count, as sketch-bench's +/// `dd_footprint` counts them. +pub const DD_BYTES_PER_BUCKET: f64 = 8.0; + +/// One phase's resource use. +#[derive(Debug, Clone, Copy, Default, PartialEq)] +pub struct PhaseCost { + /// Mean CPU-seconds per second: the area under the CPU curve over time. + pub cpu_secs_per_sec: f64, + pub memory_bytes: f64, +} + +impl std::ops::AddAssign for PhaseCost { + fn add_assign(&mut self, other: Self) { + self.cpu_secs_per_sec += other.cpu_secs_per_sec; + self.memory_bytes += other.memory_bytes; + } +} + +#[derive(Debug, Clone)] +pub struct PlanCost { + /// Paid once per active deployment. + pub ingest: PhaseCost, + /// Paid per RAQE; memory as if every query runs at once. + pub merge: PhaseCost, + /// Paid per RAQE; memory as if every query runs at once. + pub query: PhaseCost, + /// Paid once per active deployment, sized for its longest lookback. + pub storage: PhaseCost, + /// Index-aligned with the input RAQE slice; display IDs need not be unique. + pub query_latency_ms: Vec, +} + +impl PlanCost { + pub fn cpu_secs_per_sec(&self) -> f64 { + self.phases().map(|phase| phase.cpu_secs_per_sec).sum() + } + + pub fn memory_bytes(&self) -> f64 { + self.phases().map(|phase| phase.memory_bytes).sum() + } + + fn phases(&self) -> impl Iterator { + [&self.ingest, &self.merge, &self.query, &self.storage].into_iter() + } +} + +/// `card(grouping)` on `deployment`'s metric: the number of groups. +fn group_count(deployment: &Deployment, grouping: &LabelSet, facts: &WorkloadFacts) -> f64 { + facts[&deployment.metric].cardinality[grouping] as f64 +} + +/// The sketch and its key tracker, if any, each with its instances per +/// window: 1 for a fixed-size sketch shared by all groups, else `card(G)`. +/// Which part of a deployment a priced config is. +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +enum Part { + Sketch, + KeyTracker, +} + +fn priced_parts<'a>( + deployment: &'a Deployment, + facts: &WorkloadFacts, +) -> impl Iterator { + let properties = deployment.properties(); + assert_eq!( + properties.needs_delta_set_key_tracker, + deployment.key_tracker.is_some(), + "{}: key tracker present iff the family needs one, or the plan is mispriced", + deployment.config.sketch + ); + let groups = group_count(deployment, &deployment.grouping_labels, facts); + let sketch_instances = if properties.one_fixed_size_sketch_for_all_groups { + 1.0 + } else { + groups + }; + std::iter::once((&deployment.config, sketch_instances, Part::Sketch)).chain( + deployment + .key_tracker + .iter() + .map(move |tracker| (tracker, groups, Part::KeyTracker)), + ) +} + +/// `m`: memory of one `config` instance (`deployment`'s sketch or its key +/// tracker) holding `span_ms` of one `grouping` group's samples: a window `x` +/// of `G_d`, or the lookback `L` of `G_r` for a query's merge accumulator. +/// DDSketch on a metric with a known value range holds one store (values are +/// positive) of [`dd_bucket_count`] buckets, capped by the values it holds, +/// `λ · span / card(G)`, as `dd_footprint` caps them by count. The range is the metric's, so this is +/// an upper bound for a group whose own values span less. Every other row, +/// and DDSketch without a range, keeps the measured size. +pub(crate) fn instance_memory_bytes( + config: &AtomicCostEntry, + deployment: &Deployment, + facts: &WorkloadFacts, + grouping: &LabelSet, + span_ms: Millis, +) -> f64 { + let metric = &facts[&deployment.metric]; + let alpha = config.sketch_config["params"]["alpha"].as_f64(); + match (config.sketch.as_str(), metric.value_range, alpha) { + ("dd", Some((lo, hi)), Some(alpha)) => { + let values = metric.arrival_rate_per_sec() * secs(span_ms) + / group_count(deployment, grouping, facts); + dd_bucket_count(lo, hi, alpha).min(values.ceil().max(1.0)) * DD_BYTES_PER_BUCKET + } + _ => config.mem_bytes_per_instance, + } +} + +/// Buckets DDSketch needs for values in `[lo, hi]` at relative accuracy +/// `alpha`: `⌊ln(hi/lo) / ln((1+α)/(1−α))⌋ + 1`, as `dd_footprint` counts them. +pub(crate) fn dd_bucket_count(lo: f64, hi: f64, alpha: f64) -> f64 { + ((hi / lo).ln() / ((1.0 + alpha) / (1.0 - alpha)).ln()).floor() + 1.0 +} + +/// `x / y`: windows each sample is inserted into. +fn open_window_count(deployment: &Deployment) -> f64 { + deployment + .active_instance_count() + .expect("candidate window and slide align") as f64 +} + +/// `L / x`: windows merged per query. +fn merged_window_count(raqe: &Raqe, deployment: &Deployment) -> f64 { + deployment + .query_instance_count(raqe.lookback_ms) + .expect("only eligible pairs are costed") as f64 +} + +/// States one query of `raqe` ends with on `part`: one per `G_r` group, or +/// one for a sketch shared by all groups. +fn answered_instances( + raqe: &Raqe, + deployment: &Deployment, + facts: &WorkloadFacts, + part: Part, +) -> f64 { + if part == Part::Sketch && deployment.properties().one_fixed_size_sketch_for_all_groups { + 1.0 + } else { + group_count(deployment, &raqe.grouping_labels, facts) + } +} + +/// Merges one query of `raqe` does on `part`, which holds `sketch_instances` +/// per window. Each folds two states into one, so it is the states read, +/// `sketch_instances · L/x`, less the `answered_instances` left. Without a +/// roll-up, `card(G) · (L/x − 1)`. +fn merge_count( + raqe: &Raqe, + deployment: &Deployment, + facts: &WorkloadFacts, + sketch_instances: f64, + part: Part, +) -> f64 { + sketch_instances * merged_window_count(raqe, deployment) + - answered_instances(raqe, deployment, facts, part) +} + +/// Per part: CPU `λ · (x/y) · c_ins`; memory `instances · m · (x/y)`. +pub(crate) fn ingest(deployment: &Deployment, facts: &WorkloadFacts) -> PhaseCost { + let open_windows = open_window_count(deployment); + let arrival_rate = facts[&deployment.metric].arrival_rate_per_sec(); + let mut cost = PhaseCost::default(); + for (config, instances, _) in priced_parts(deployment, facts) { + cost += PhaseCost { + cpu_secs_per_sec: arrival_rate * open_windows * config.insert_cpu_secs, + memory_bytes: instances + * instance_memory_bytes( + config, + deployment, + facts, + &deployment.grouping_labels, + deployment.window_ms, + ) + * open_windows, + }; + } + cost +} + +/// Per part: CPU [`merge_count`]` · c_mrg / T`; memory `answered_instances · +/// m`, every merged accumulator held at once, each holding the whole lookback. +/// A direct query (`L == x`) without a roll-up merges nothing and costs neither. +pub(crate) fn merge(raqe: &Raqe, deployment: &Deployment, facts: &WorkloadFacts) -> PhaseCost { + let mut cost = PhaseCost::default(); + for (config, sketch_instances, part) in priced_parts(deployment, facts) { + let merges = merge_count(raqe, deployment, facts, sketch_instances, part); + if merges == 0.0 { + continue; + } + cost += PhaseCost { + cpu_secs_per_sec: merges * config.merge_cpu_secs / secs(raqe.interval_ms), + memory_bytes: answered_instances(raqe, deployment, facts, part) + * instance_memory_bytes( + config, + deployment, + facts, + &raqe.grouping_labels, + raqe.lookback_ms, + ), + }; + } + cost +} + +/// One query's CPU on a deployment's `part`: the cost table's `c_qry`. A +/// top-k sketch's is measured at `TOPK_K` and scaled by the `k` it answers +/// (its `topk_k`, whatever the query's), since the answer cut and output are +/// linear in it; a first approximation. +fn query_cpu_secs(raqe: &Raqe, config: &AtomicCostEntry, part: Part) -> f64 { + if part == Part::Sketch && crate::candidates::is_topk(raqe.capability) { + config.query_cpu_secs * crate::answered_k(config) as f64 / crate::TOPK_K as f64 + } else { + config.query_cpu_secs + } +} + +/// CPU `card(G_r) · Σ c_qry / T`, one probe per answered group of each part; +/// memory `card(G_r) ·` output bytes per group. +pub(crate) fn query(raqe: &Raqe, deployment: &Deployment, facts: &WorkloadFacts) -> PhaseCost { + let groups = group_count(deployment, &raqe.grouping_labels, facts); + let output_bytes_per_group = match raqe.capability { + Capability::TopKByValue | Capability::TopKByCount => { + crate::answered_k(&deployment.config) as f64 * OUTPUT_BYTES_PER_TOPK_ENTRY + } + _ => OUTPUT_BYTES_PER_VALUE, + }; + let query_cpu_secs_per_group: f64 = priced_parts(deployment, facts) + .map(|(config, _, part)| query_cpu_secs(raqe, config, part)) + .sum(); + PhaseCost { + cpu_secs_per_sec: groups * query_cpu_secs_per_group / secs(raqe.interval_ms), + memory_bytes: groups * output_bytes_per_group, + } +} + +/// Closed windows kept to answer `raqe`, per part: +/// `instances · m · ((L − x)/y + 1)`. +pub(crate) fn storage_bytes(raqe: &Raqe, deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + let closed_windows = deployment + .closed_instance_count(raqe.lookback_ms) + .expect("only eligible pairs are costed") as f64; + priced_parts(deployment, facts) + .map(|(config, instances, _)| { + instances + * instance_memory_bytes( + config, + deployment, + facts, + &deployment.grouping_labels, + deployment.window_ms, + ) + * closed_windows + }) + .sum() +} + +/// Serial CPU time of one query, in ms, summed over parts: +/// `card(G_r) · c_qry + `[`merge_count`]` · c_mrg`. +pub(crate) fn query_latency_ms(raqe: &Raqe, deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + let groups = group_count(deployment, &raqe.grouping_labels, facts); + 1000.0 + * priced_parts(deployment, facts) + .map(|(config, sketch_instances, part)| { + groups * query_cpu_secs(raqe, config, part) + + merge_count(raqe, deployment, facts, sketch_instances, part) + * config.merge_cpu_secs + }) + .sum::() +} + +/// Parallel ingest workers of `deployment`, split by sample: `k = ⌈ρ⌉` for +/// its ingest CPU `ρ`, at least one, since sketch-bench's operations are +/// single-threaded (a worker uses at most one core). +pub fn ingest_workers(deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + ingest(deployment, facts).cpu_secs_per_sec.ceil().max(1.0) +} + +/// CPU-seconds to compact one closed window: merge the `k` workers' partial +/// instances of every group into one, `(k − 1) · Σ_parts instances · c_mrg`. +/// Zero with one worker. +pub fn compaction_secs(deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + let extra = ingest_workers(deployment, facts) - 1.0; + extra + * priced_parts(deployment, facts) + .map(|(config, instances, _)| instances * config.merge_cpu_secs) + .sum::() +} + +/// Bytes a compaction holds while it runs: the closed window's `k` partial +/// copies, `k · Σ_parts instances · m` (one window's ingest memory per +/// worker, times `k`). The compacted result takes the storage slot the oldest +/// window frees, so it is not counted again. Zero with one worker. +pub fn compaction_bytes(deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + let workers = ingest_workers(deployment, facts); + if workers <= 1.0 { + return 0.0; + } + workers * ingest(deployment, facts).memory_bytes / open_window_count(deployment) +} + +/// One firing's chain on its own cores, ms: the newest window's compaction, +/// then the query (merge, then estimate). With elastic CPU this is the +/// firing's latency. +pub fn chain_ms(raqe: &Raqe, deployment: &Deployment, facts: &WorkloadFacts) -> f64 { + 1000.0 * compaction_secs(deployment, facts) + query_latency_ms(raqe, deployment, facts) +} + +pub fn score( + raqes: &[Raqe], + deployments: &[Deployment], + mapping: &Mapping, + facts: &WorkloadFacts, +) -> PlanCost { + assert_eq!( + mapping.len(), + raqes.len(), + "mapping must have one deployment per RAQE" + ); + let active_deployments: BTreeSet = mapping.iter().copied().collect(); + let mut ingest_cost = PhaseCost::default(); + for &deployment_index in &active_deployments { + ingest_cost += ingest(&deployments[deployment_index], facts); + } + + let mut storage_bytes_by_deployment: BTreeMap = BTreeMap::new(); + let mut merge_cost = PhaseCost::default(); + let mut query_cost = PhaseCost::default(); + let query_latency_ms = raqes + .iter() + .zip(mapping) + .map(|(raqe, &deployment_index)| { + let deployment = &deployments[deployment_index]; + let stored = storage_bytes_by_deployment + .entry(deployment_index) + .or_default(); + *stored = stored.max(storage_bytes(raqe, deployment, facts)); + merge_cost += merge(raqe, deployment, facts); + query_cost += query(raqe, deployment, facts); + query_latency_ms(raqe, deployment, facts) + }) + .collect(); + + PlanCost { + ingest: ingest_cost, + merge: merge_cost, + query: query_cost, + storage: PhaseCost { + cpu_secs_per_sec: 0.0, + memory_bytes: storage_bytes_by_deployment.values().sum(), + }, + query_latency_ms, + } +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::test_support::{deployment, facts, raqe}; + + #[test] + fn dd_bucket_count_is_log_range_over_log_gamma() { + // alpha = 1/3 gives gamma = 2: buckets [1, 2), [2, 4), ... up to 1000. + assert_eq!(dd_bucket_count(1.0, 1000.0, 1.0 / 3.0), 10.0); + assert_eq!(dd_bucket_count(5.0, 5.0, 0.01), 1.0); + // 1 ms to 60 s at 1%: ln(60000) / ln(1.01 / 0.99) = 550.1. + assert_eq!(dd_bucket_count(0.001, 60.0, 0.01), 551.0); + } + + #[test] + fn dd_memory_comes_from_the_value_range_when_known() { + let mut dd = deployment(1_000.0, 0.0, 0.0, 0.0, 60_000, 60_000); + dd.config.sketch = "dd".into(); + dd.config.sketch_config = serde_json::json!({"params": {"alpha": 1.0 / 3.0}}); + let mut ranged = facts(1, 1); + ranged + .get_mut(crate::test_support::METRIC) + .unwrap() + .value_range = Some((1.0, 1000.0)); + + let window = |d: &Deployment| d.window_ms; + assert_eq!( + instance_memory_bytes(&dd.config, &dd, &ranged, &dd.grouping_labels, window(&dd)), + 80.0 + ); // 10 buckets × 8 B + assert_eq!(ingest(&dd, &ranged).memory_bytes, 80.0); + + // 1 sample/sec into a 5 s window: 5 values, fewer than the 10 buckets. + let short = Deployment { + window_ms: 5_000, + slide_ms: 5_000, + ..dd.clone() + }; + assert_eq!(ingest(&short, &ranged).memory_bytes, 40.0); + // A 15 s query folds 3 windows: its accumulator holds 15 values, so + // the 10-bucket range is the cap again, not the window's 5. + assert_eq!( + merge(&raqe(15_000, 15_000), &short, &ranged).memory_bytes, + 80.0 + ); + assert_eq!( + merge(&raqe(10_000, 10_000), &short, &ranged).memory_bytes, + 80.0 + ); + + // No range, or not DDSketch: the measured size. + assert_eq!( + instance_memory_bytes( + &dd.config, + &dd, + &facts(1, 1), + &dd.grouping_labels, + window(&dd) + ), + 1_000.0 + ); + let cms = deployment(1_000.0, 0.0, 0.0, 0.0, 60_000, 60_000); + assert_eq!( + instance_memory_bytes( + &cms.config, + &cms, + &ranged, + &cms.grouping_labels, + window(&cms) + ), + 1_000.0 + ); + } + + #[test] + fn scores_each_phase() { + // 4 groups and 7 samples/sec. Window 20 s sliding by 10 s: 2 open + // windows. Lookback 60 s every 30 s: 3 windows merged, and + // (60 − 20)/10 + 1 = 5 closed windows stored. + let deployment = deployment(10.0, 2.0, 3.0, 5.0, 20_000, 10_000); + let result = score( + &[raqe(60_000, 30_000)], + &[deployment], + &vec![0], + &facts(4, 7), + ); + + assert_eq!(result.ingest.cpu_secs_per_sec, 28.0); // 7 × 2 × 2 + assert_eq!(result.ingest.memory_bytes, 80.0); // 4 × 10 × 2 + assert_eq!(result.merge.cpu_secs_per_sec, 24.0 / 30.0); // 4 × 2 × 3 / 30 + assert_eq!(result.merge.memory_bytes, 40.0); // 4 × 10 + assert_eq!(result.query.cpu_secs_per_sec, 20.0 / 30.0); // 4 × 5 / 30 + assert_eq!(result.query.memory_bytes, 2048.0); // 4 × 32 × 16 + assert_eq!(result.storage.cpu_secs_per_sec, 0.0); + assert_eq!(result.storage.memory_bytes, 200.0); // 4 × 10 × 5 + assert_eq!(result.query_latency_ms, vec![44_000.0]); // 4 × (5 + 2 × 3) s + assert!((result.cpu_secs_per_sec() - (28.0 + 44.0 / 30.0)).abs() < 1e-12); + assert_eq!(result.memory_bytes(), 80.0 + 40.0 + 2048.0 + 200.0); + } + + #[test] + fn a_direct_query_stores_one_closed_window_and_never_merges() { + let deployment = deployment(10.0, 1.0, 1.0, 1.0, 60_000, 60_000); + let result = score( + &[raqe(60_000, 60_000)], + &[deployment], + &vec![0], + &facts(1, 1), + ); + assert_eq!(result.storage.memory_bytes, 10.0); + assert_eq!(result.merge, PhaseCost::default()); + } + + #[test] + fn shared_deployment_stores_for_its_longest_lookback() { + let deployment = deployment(10.0, 1.0, 1.0, 1.0, 10_000, 10_000); + let raqes = [raqe(60_000, 10_000), raqe(600_000, 10_000)]; + let result = score(&raqes, &[deployment], &vec![0, 0], &facts(2, 2)); + // 2 groups × 10 bytes × ((600 − 10)/10 + 1) closed windows. + assert_eq!(result.storage.memory_bytes, 1200.0); + // Ingest is paid once; merge once per RAQE. + assert_eq!(result.ingest.cpu_secs_per_sec, 2.0); + // Two RAQEs × 2 groups × 10 bytes. + assert_eq!(result.merge.memory_bytes, 2.0 * 2.0 * 10.0); + } + #[test] + fn a_shared_sketch_is_priced_once_and_its_tracker_per_group() { + // Same windows as `scores_each_phase`: 2 open, 3 merged, 5 closed; + // 4 groups, 7 samples/sec. Hydra: 100 bytes for all groups. Tracker: + // 10 bytes per group. + let mut deployment = deployment(100.0, 2.0, 3.0, 5.0, 20_000, 10_000); + deployment.capability = Capability::Quantile; + deployment.config.sketch = "hydra-kll".into(); + deployment.key_tracker = Some(AtomicCostEntry { + sketch: crate::KEY_TRACKER_FAMILY.into(), + mem_bytes_per_instance: 10.0, + insert_cpu_secs: 1.0, + merge_cpu_secs: 1.0, + query_cpu_secs: 1.0, + ..deployment.config.clone() + }); + let raqe = Raqe { + capability: Capability::Quantile, + ..raqe(60_000, 30_000) + }; + let result = score(&[raqe], &[deployment], &vec![0], &facts(4, 7)); + + assert_eq!(result.ingest.cpu_secs_per_sec, 7.0 * 2.0 * (2.0 + 1.0)); + assert_eq!(result.ingest.memory_bytes, 100.0 * 2.0 + 4.0 * 10.0 * 2.0); + assert_eq!( + result.merge.cpu_secs_per_sec, + (2.0 * 3.0 + 4.0 * 2.0 * 1.0) / 30.0 + ); + assert_eq!(result.merge.memory_bytes, 100.0 + 4.0 * 10.0); + assert_eq!(result.query.cpu_secs_per_sec, 4.0 * (5.0 + 1.0) / 30.0); + assert_eq!(result.query.memory_bytes, 4.0 * OUTPUT_BYTES_PER_VALUE); + assert_eq!(result.storage.memory_bytes, 100.0 * 5.0 + 4.0 * 10.0 * 5.0); + // 4 × (5 + 1) query + 2 × 3 Hydra merges + 4 × 2 × 1 tracker merges, in s. + assert_eq!(result.query_latency_ms, vec![38_000.0]); + } + + /// Query CPU and output scale by the k the deployment answers, not the + /// RAQE's: a k = 32 deployment serving a top-10 query still cuts and + /// returns 32; one built at `topk_k = 10` cuts and returns 10. + #[test] + fn query_cost_scales_by_the_deployments_answered_k() { + let ten = Raqe { + topk_k: Some(10), + ..raqe(60_000, 60_000) + }; + let at_32 = deployment(10.0, 1.0, 1.0, 32.0, 60_000, 60_000); + let cost = query(&ten, &at_32, &facts(1, 1)); + assert_eq!(cost.cpu_secs_per_sec, 32.0 / 60.0); + assert_eq!(cost.memory_bytes, 32.0 * OUTPUT_BYTES_PER_TOPK_ENTRY); + + let mut at_10 = at_32.clone(); + at_10.config.sketch_config["params"]["topk_k"] = 10.into(); + let cost = query(&ten, &at_10, &facts(1, 1)); + assert_eq!(cost.cpu_secs_per_sec, 10.0 / 60.0); + assert_eq!(cost.memory_bytes, 10.0 * OUTPUT_BYTES_PER_TOPK_ENTRY); + } + + #[test] + #[should_panic(expected = "key tracker present iff the family needs one")] + fn a_family_that_needs_a_tracker_is_never_priced_without_one() { + let mut deployment = deployment(100.0, 1.0, 1.0, 1.0, 60_000, 60_000); + deployment.config.sketch = "hydra-kll".into(); + ingest(&deployment, &facts(1, 1)); + } + + /// p99 by service from KLL by (service, endpoint), every per-instance + /// cost 1: each query reads 50 fine states per window and leaves 5. + #[test] + fn a_roll_up_merges_every_fine_window_into_its_coarse_group() { + use crate::test_support::{kll_by, quantile_by, service_endpoint_facts}; + let facts = service_endpoint_facts(); + let by_endpoint = kll_by(&["service", "endpoint"], 60_000); + let hourly = quantile_by(&["service"], 3_600_000, 60_000); + let merges = 50.0 * 60.0 - 5.0; + assert_eq!( + merge(&hourly, &by_endpoint, &facts), + PhaseCost { + cpu_secs_per_sec: merges / 60.0, + memory_bytes: 5.0, + } + ); + assert_eq!( + query(&hourly, &by_endpoint, &facts).cpu_secs_per_sec, + 5.0 / 60.0 + ); + assert_eq!( + query_latency_ms(&hourly, &by_endpoint, &facts), + 1000.0 * (5.0 + merges) + ); + // A direct query still folds each service's 10 endpoints into one. + let direct = quantile_by(&["service"], 60_000, 60_000); + assert_eq!( + merge(&direct, &by_endpoint, &facts).cpu_secs_per_sec, + 45.0 / 60.0 + ); + } + + /// A roll-up's DDSketch accumulator holds a coarse group's values: 50 + /// samples/s over a 2 s lookback into 5 services is 20 values each, past + /// the 10-bucket range, so 80 B per service, not the 16 B two per-endpoint + /// values would need. + #[test] + fn a_dd_roll_up_sizes_its_accumulator_at_the_coarse_grouping() { + use crate::test_support::{kll_by, quantile_by, service_endpoint_facts}; + let mut facts = service_endpoint_facts(); + facts + .get_mut(crate::test_support::METRIC) + .unwrap() + .value_range = Some((1.0, 1000.0)); + let mut by_endpoint = kll_by(&["service", "endpoint"], 1_000); + by_endpoint.config.sketch = "dd".into(); + by_endpoint.config.sketch_config = serde_json::json!({"params": {"alpha": 1.0 / 3.0}}); + let by_service = quantile_by(&["service"], 2_000, 2_000); + assert_eq!( + merge(&by_service, &by_endpoint, &facts).memory_bytes, + 5.0 * 80.0 + ); + } +} diff --git a/rqe-optimizer/src/autosketch.rs b/rqe-optimizer/src/autosketch.rs new file mode 100644 index 00000000..b82dd56e --- /dev/null +++ b/rqe-optimizer/src/autosketch.rs @@ -0,0 +1,732 @@ +//! AutoSketch-Adapted: the per-query configuration search of AutoSketch +//! (Sun et al., NSDI '24, Algorithm 4), used as a baseline against the +//! batch MILP. Ported from ASAPQuery-backend +//! `data_plane/examples/autosketch_comparison.rs` and generalized from its +//! fixed CMS width/depth grid to each variant's measured parameter axes. +//! +//! AutoSketch plans one query at a time, never shares state across queries, +//! and constrains accuracy only. So every RAQE is searched independently, +//! gets its own deployment, and latency is not considered. +//! +//! One extension over the paper: AutoSketch's compiler maps an operator to one +//! sketch algorithm and tunes its parameters, while this search covers every +//! deployable variant serving the RAQE's capability and keeps the cheapest, +//! so it chooses from the same sketches as the MILP, except those shared by +//! all groups (sketch-bench#159). + +use crate::candidates::gcd; +use crate::{AtomicCostEntry, Deployment, Mapping, Millis, Raqe}; +use std::collections::{BTreeMap, VecDeque}; +use std::time::Instant; + +/// One RAQE's search. `selected` and `probes` index into the cost table. +#[derive(Debug, Clone)] +pub struct RaqeSearch { + pub raqe_id: String, + /// Smallest feasible configuration found; `None` means unservable. + pub selected: Option, + /// Distinct configurations whose accuracy was evaluated, in order. + pub probes: Vec, + pub search_wall_secs: f64, +} + +/// A whole-workload plan: one dedicated deployment per RAQE, so identical +/// choices are still paid for once per RAQE, and the identity mapping. +#[derive(Debug, Clone)] +pub struct AutoSketchPlan { + pub deployments: Vec, + pub mapping: Mapping, + pub searches: Vec, +} + +/// One sliding sketch per query window: `x = S`, `y = T`, or `gcd(S, T)` +/// when `T` does not divide `S`, so the window still tiles into slides. +pub fn window_adapter(raqe: &Raqe) -> (Millis, Millis) { + (raqe.lookback_ms, gcd(raqe.lookback_ms, raqe.interval_ms)) +} + +/// Search every RAQE independently. `accuracy` is the benchmark oracle: a +/// configuration's accuracy in its family's metric ([`crate::accuracy_key`]), +/// or `None` when it was not measured. Returns the IDs of unservable RAQEs. +/// `allow_undeployable_families` as in +/// [`crate::Capability::candidate_families`]. +pub fn plan( + raqes: &[Raqe], + costs: &[AtomicCostEntry], + seed: u64, + allow_undeployable_families: bool, + mut accuracy: impl FnMut(&Raqe, &AtomicCostEntry) -> Option, +) -> Result> { + // One resolution per distinct (k, top-k?), not per RAQE. + let keys: Vec<(u64, bool)> = raqes + .iter() + .map(|r| (r.topk_k(), crate::candidates::is_topk(r.capability))) + .collect(); + let mut resolutions: BTreeMap<(u64, bool), Resolved> = BTreeMap::new(); + for (raqe, &key) in raqes.iter().zip(&keys) { + resolutions + .entry(key) + .or_insert_with(|| resolve_for(raqe, costs)); + } + let searches: Vec<_> = raqes + .iter() + .zip(&keys) + .map(|(raqe, key)| { + search_resolved( + raqe, + &resolutions[key], + seed, + allow_undeployable_families, + &mut accuracy, + ) + }) + .collect(); + let unservable: Vec<_> = searches + .iter() + .filter(|s| s.selected.is_none()) + .map(|s| s.raqe_id.clone()) + .collect(); + if !unservable.is_empty() { + return Err(unservable); + } + let deployments = raqes + .iter() + .zip(&searches) + .zip(&keys) + .map(|((raqe, s), key)| { + let (window_ms, slide_ms) = window_adapter(raqe); + Deployment { + capability: raqe.capability, + metric: raqe.metric.clone(), + spatial_filter: raqe.spatial_filter.clone(), + grouping_labels: raqe.grouping_labels.clone(), + config: resolutions[key].costs + [s.selected.expect("unservable RAQEs returned above")] + .clone(), + window_ms, + slide_ms, + key_tracker: None, + } + }) + .collect(); + Ok(AutoSketchPlan { + deployments, + mapping: (0..raqes.len()).collect(), + searches, + }) +} + +/// `costs` as a top-`k` RAQE sees them, index for index: each heap top-k +/// config's smallest-heap row priced at the heap a one-window answer needs +/// (`k`, floored at the smallest measured heap) by the MILP's own +/// [`crate::candidates::heap_row`], and its other heap rows masked out of +/// the search. AutoSketch never merges (x = S), so heap is no search axis. +/// For a top-k RAQE (`topk`), rows that can't answer `k` are masked too. +fn resolve_heaps(costs: &[AtomicCostEntry], k: u64, topk: bool) -> Resolved { + let mut resolved = costs.to_vec(); + let mut usable = vec![true; costs.len()]; + // Heap rows by family and counter shape, then by heap, with their index. + let mut groups: BTreeMap<(String, String), BTreeMap> = BTreeMap::new(); + for (i, row) in costs.iter().enumerate() { + if let Some(heap) = crate::heap_capacity(row) { + let mut shape = row.sketch_config["params"].clone(); + if let Some(params) = shape.as_object_mut() { + params.remove("heap"); + } + groups + .entry((row.sketch.clone(), shape.to_string())) + .or_default() + .insert(heap, i); + } + } + for by_heap in groups.values() { + let rows: BTreeMap = by_heap + .iter() + .map(|(&heap, &i)| (heap, &costs[i])) + .collect(); + by_heap.values().for_each(|&i| usable[i] = false); + let (Some((_, &smallest)), Some(entry)) = ( + by_heap.first_key_value(), + crate::candidates::heap_row(&rows, k, k), + ) else { + continue; + }; + resolved[smallest] = entry; + usable[smallest] = true; + } + // A fixed-k top-k family answers TOPK_K only. + if topk { + for (i, row) in resolved.iter().enumerate() { + usable[i] &= crate::serves_topk_k(row, k); + } + } + Resolved { + costs: resolved, + usable, + } +} + +/// `costs` as a RAQE sees them ([`resolve_heaps`]) and which rows the +/// search may use. +struct Resolved { + costs: Vec, + usable: Vec, +} + +/// Algorithm 4 for one RAQE: LHS seeds per sketch variant, then +/// feasibility-directed neighbor search with the paper's pruning and +/// stopping rules. Minimizes memory per instance, then insert CPU. +pub fn search( + raqe: &Raqe, + costs: &[AtomicCostEntry], + seed: u64, + allow_undeployable_families: bool, + accuracy: impl FnMut(&Raqe, &AtomicCostEntry) -> Option, +) -> RaqeSearch { + let resolved = resolve_for(raqe, costs); + search_resolved(raqe, &resolved, seed, allow_undeployable_families, accuracy) +} + +fn resolve_for(raqe: &Raqe, costs: &[AtomicCostEntry]) -> Resolved { + resolve_heaps( + costs, + raqe.topk_k(), + crate::candidates::is_topk(raqe.capability), + ) +} + +/// [`search`] over costs already resolved for `raqe`. +fn search_resolved( + raqe: &Raqe, + resolved: &Resolved, + seed: u64, + allow_undeployable_families: bool, + mut accuracy: impl FnMut(&Raqe, &AtomicCostEntry) -> Option, +) -> RaqeSearch { + let started = Instant::now(); + let (costs, usable) = (&resolved.costs[..], &resolved.usable); + let grids: Vec = raqe + .capability + .candidate_families(allow_undeployable_families) + // ponytail: ranking compares per-instance memory, which a sketch + // shared by all groups isn't comparable on; sketch-bench#159. + .filter(|variant| !crate::family_properties(variant).one_fixed_size_sketch_for_all_groups) + .filter_map(|variant| Grid::new(variant, costs, usable)) + .collect(); + + let mut pending = VecDeque::new(); + for grid in &grids { + let seeds = grid.lhs(seed); + if seeds.is_empty() { + // A sparse table can leave no LHS point measured. Seed the + // cheapest configuration so the variant is still searched. + if let Some(&cheapest) = grid + .points + .values() + .min_by(|&&a, &&b| compare_resources(&costs[a], &costs[b])) + { + pending.push_back((cheapest, None)); + } + } + pending.extend(seeds.into_iter().map(|index| (index, None))); + } + + let mut evaluated: BTreeMap = BTreeMap::new(); + let mut probes = Vec::new(); + let mut best: Option = None; + let cheaper = |a: usize, b: usize| compare_resources(&costs[a], &costs[b]).is_lt(); + + while let Some((index, initial_feasible)) = pending.pop_front() { + // EXAMINE rule (1): a configuration is evaluated, and expanded, once. + if evaluated.contains_key(&index) { + continue; + } + probes.push(index); + let feasible = raqe.meets_sla(&costs[index].sketch, accuracy(raqe, &costs[index])); + evaluated.insert(index, feasible); + if feasible && best.is_none_or(|b| cheaper(index, b)) { + best = Some(index); + } + // Stopping rule: a path that started feasible stops shrinking at the + // first failure; one that started infeasible stops at the first success. + if initial_feasible.unwrap_or(feasible) != feasible { + continue; + } + let grid = grids + .iter() + .find(|g| g.variant == costs[index].sketch) + .expect("every pending index comes from a grid"); + for neighbor in grid.neighbors(index) { + // Shrink when feasible, grow when not. + let toward = if feasible { + cheaper(neighbor, index) + } else { + cheaper(index, neighbor) + }; + // Prune anything no cheaper than a configuration already known to + // satisfy the intent. + let useful = best.is_none_or(|b| cheaper(neighbor, b)); + if toward && useful && !evaluated.contains_key(&neighbor) { + pending.push_back((neighbor, Some(feasible))); + } + } + } + + RaqeSearch { + raqe_id: raqe.id.clone(), + selected: best, + probes, + search_wall_secs: started.elapsed().as_secs_f64(), + } +} + +/// AutoSketch's resource score with no ALUs: memory, with insert CPU only +/// breaking ties. +fn compare_resources(a: &AtomicCostEntry, b: &AtomicCostEntry) -> std::cmp::Ordering { + a.mem_bytes_per_instance + .total_cmp(&b.mem_bytes_per_instance) + .then(a.insert_cpu_secs.total_cmp(&b.insert_cpu_secs)) +} + +/// One sketch variant's measured configurations, indexed by their numeric +/// parameter values (`sketch_config.params`). +struct Grid { + variant: String, + /// Sorted distinct measured values per parameter name. + axes: BTreeMap>, + /// Parameter vector (in `axes` order) -> first matching cost-table row. + points: BTreeMap, usize>, +} + +impl Grid { + /// `k`: a heap top-k variant's grid holds the smallest measured heap + /// that answers a top-`k` query. + /// `usable` masks the rows [`resolve_heaps`] set aside. + fn new(variant: &str, costs: &[AtomicCostEntry], usable: &[bool]) -> Option { + let rows: Vec<(usize, BTreeMap)> = costs + .iter() + .enumerate() + .filter(|&(i, c)| c.sketch == variant && usable[i]) + .map(|(i, c)| (i, numeric_params(&c.sketch_config))) + .collect(); + if rows.is_empty() { + return None; + } + let mut axes: BTreeMap> = BTreeMap::new(); + for (_, params) in &rows { + for (name, &value) in params { + axes.entry(name.clone()).or_default().push(value); + } + } + for values in axes.values_mut() { + values.sort_by(f64::total_cmp); + values.dedup(); + } + let mut points = BTreeMap::new(); + for (index, params) in rows { + let key: Option> = axes + .keys() + .map(|name| params.get(name).map(|v| v.to_bits())) + .collect(); + if let Some(key) = key { + points.entry(key).or_insert(index); + } + } + Some(Grid { + variant: variant.to_string(), + axes, + points, + }) + } + + fn key_of(&self, index: usize) -> &Vec { + self.points + .iter() + .find(|(_, &i)| i == index) + .map(|(key, _)| key) + .expect("index belongs to this grid") + } + + /// Latin hypercube seeds: each sample takes a distinct value on every + /// axis. With several axes, the sample count is the shortest axis length + /// (the paper's Figure 4); a single axis gets one random seed, since one + /// sample per value would make the search exhaustive. + fn lhs(&self, seed: u64) -> Vec { + let mut rng = Rng(seed); + let count = if self.axes.len() > 1 { + self.axes.values().map(Vec::len).min().unwrap_or(0) + } else { + 1 + }; + let columns: Vec> = self + .axes + .values() + .map(|values| { + let mut shuffled: Vec = values.iter().map(|v| v.to_bits()).collect(); + rng.shuffle(&mut shuffled); + shuffled + }) + .collect(); + (0..count) + .filter_map(|sample| { + let key: Vec = columns.iter().map(|column| column[sample]).collect(); + self.points.get(&key).copied() + }) + .collect() + } + + /// Measured configurations that move one parameter to its adjacent + /// measured value. + fn neighbors(&self, index: usize) -> Vec { + let key = self.key_of(index); + let mut out = Vec::new(); + for (axis, values) in self.axes.values().enumerate() { + let position = values + .iter() + .position(|v| v.to_bits() == key[axis]) + .expect("key values come from the axes"); + let adjacent = [position.checked_sub(1), Some(position + 1)]; + for next in adjacent.into_iter().flatten().filter(|&p| p < values.len()) { + let mut moved = key.clone(); + moved[axis] = values[next].to_bits(); + if let Some(&neighbor) = self.points.get(&moved) { + out.push(neighbor); + } + } + } + out + } +} + +/// Search axes: numeric params but the heap and k, which +/// [`resolve_heaps`] fixes per RAQE. +fn numeric_params(sketch_config: &serde_json::Value) -> BTreeMap { + sketch_config + .get("params") + .and_then(serde_json::Value::as_object) + .map(|params| { + params + .iter() + .filter(|(name, _)| !matches!(name.as_str(), "heap" | "topk_k")) + .filter_map(|(name, value)| value.as_f64().map(|v| (name.clone(), v))) + .collect() + }) + .unwrap_or_default() +} + +/// SplitMix64, as in the backend port: deterministic and dependency-free. +struct Rng(u64); + +impl Rng { + fn next(&mut self) -> u64 { + self.0 = self.0.wrapping_add(0x9e37_79b9_7f4a_7c15); + let mut z = self.0; + z = (z ^ (z >> 30)).wrapping_mul(0xbf58_476d_1ce4_e5b9); + z = (z ^ (z >> 27)).wrapping_mul(0x94d0_49bb_1331_11eb); + z ^ (z >> 31) + } + + fn shuffle(&mut self, values: &mut [T]) { + for i in (1..values.len()).rev() { + values.swap(i, (self.next() % (i as u64 + 1)) as usize); + } + } +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::analytical_cost_model::{score, PhaseCost}; + use crate::candidates::is_eligible; + use crate::test_support::{facts, measured_at, METRIC}; + use crate::{row_accuracy, Capability, LabelSet}; + use std::collections::BTreeSet; + + fn cms(rows: u64, cols: u64) -> AtomicCostEntry { + AtomicCostEntry { + sketch: "cms-heap-topk-fastpath-vector2d".into(), + sketch_config: serde_json::json!({ + "algorithm": "cms-heap-topk-fastpath-vector2d", + "params": {"rows": rows, "cols": cols}, + }), + mem_bytes_per_instance: (rows * cols * 4) as f64, + insert_cpu_secs: 1e-8 * rows as f64, + merge_cpu_secs: 1e-6, + query_cpu_secs: 1e-6, + // Precision rises with width and depth, so feasibility is monotone. + query_accuracy: BTreeMap::from([( + "precision_at_k".into(), + 1.0 - 1.0 / (rows * cols) as f64, + )]), + accuracy_metric: "precision_at_k".into(), + measured_at: measured_at(), + } + } + + fn grid(rows: &[u64], cols: &[u64]) -> Vec { + rows.iter() + .flat_map(|&r| cols.iter().map(move |&c| cms(r, c))) + .collect() + } + + /// A top-k RAQE whose precision floor is `1 - error_budget`. + fn raqe(id: &str, lookback: Millis, interval: Millis, error_budget: f64) -> Raqe { + Raqe { + id: id.into(), + capability: Capability::TopKByValue, + lookback_ms: lookback, + interval_ms: interval, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + accuracy_sla: 1.0 - error_budget, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } + } + + fn table_accuracy(_: &Raqe, config: &AtomicCostEntry) -> Option { + Some(row_accuracy(config)) + } + + fn cheapest_feasible(raqe: &Raqe, costs: &[AtomicCostEntry]) -> usize { + (0..costs.len()) + .filter(|&i| raqe.meets_sla(&costs[i].sketch, table_accuracy(raqe, &costs[i]))) + .min_by(|&a, &b| compare_resources(&costs[a], &costs[b])) + .unwrap() + } + + #[test] + fn picks_smallest_feasible_config() { + let costs = grid(&[1, 2, 3], &[100, 200, 400, 800]); + // Needs rows * cols >= 1000: rows=3 cols=400 (1200 counters) is the + // smallest; rows=2 cols=800 and rows=3 cols=800 also pass. + let r = raqe("r", 3_600_000, 60_000, 1.0 / 1_000.0); + let found = search(&r, &costs, 7, false, table_accuracy); + assert_eq!(found.selected, Some(cheapest_feasible(&r, &costs))); + } + + #[test] + fn evaluates_fewer_configs_than_exhaustive_search() { + let rows: Vec = (1..=8).collect(); + let cols: Vec = (0..8).map(|i| 64 << i).collect(); + let costs = grid(&rows, &cols); + let r = raqe("r", 3_600_000, 60_000, 1.0 / 2_000.0); + let found = search(&r, &costs, 42, false, table_accuracy); + assert!(found.selected.is_some()); + assert!( + found.probes.len() < costs.len(), + "{} probes", + found.probes.len() + ); + let unique: BTreeSet<_> = found.probes.iter().collect(); + assert_eq!(unique.len(), found.probes.len()); + } + + #[test] + fn never_shares_identical_choices() { + let costs = grid(&[2, 3], &[256, 512]); + let raqes = vec![ + raqe("a", 3_600_000, 60_000, 0.01), + raqe("b", 3_600_000, 60_000, 0.01), + ]; + let plan = plan(&raqes, &costs, 1, false, table_accuracy).unwrap(); + assert_eq!(plan.deployments.len(), 2); + assert_eq!(plan.deployments[0], plan.deployments[1]); + assert_eq!(plan.mapping, vec![0, 1]); + + let facts = facts(1, 10); + let both = score(&raqes, &plan.deployments, &plan.mapping, &facts); + let one = score(&raqes[..1], &plan.deployments[..1], &vec![0], &facts); + assert_eq!( + both.ingest, + PhaseCost { + cpu_secs_per_sec: 2.0 * one.ingest.cpu_secs_per_sec, + memory_bytes: 2.0 * one.ingest.memory_bytes, + } + ); + } + + #[test] + fn adapted_window_is_eligible() { + let costs = grid(&[2, 3], &[256, 512]); + // T divides S, and T does not divide S (gcd slide). + let raqes = vec![ + raqe("tiled", 3_600_000, 60_000, 0.01), + raqe("gcd", 3_600_000, 280_000, 0.01), + ]; + let plan = plan(&raqes, &costs, 1, false, table_accuracy).unwrap(); + assert_eq!(window_adapter(&raqes[0]), (3_600_000, 60_000)); + assert_eq!(window_adapter(&raqes[1]), (3_600_000, 40_000)); + for (r, d) in raqes.iter().zip(&plan.deployments) { + assert!( + is_eligible(r, d, &facts(1, 1), &crate::table_accuracy), + "{} not eligible", + r.id + ); + } + } + + #[test] + fn reports_unservable_raqe() { + let costs = grid(&[2, 3], &[256, 512]); + let raqes = vec![ + raqe("ok", 3_600_000, 60_000, 0.01), + raqe("too_strict", 3_600_000, 60_000, 1e-9), + ]; + assert_eq!( + plan(&raqes, &costs, 1, false, table_accuracy).unwrap_err(), + vec!["too_strict".to_string()] + ); + } + + #[test] + fn missing_measurement_is_infeasible() { + let costs = grid(&[2, 3], &[256, 512]); + let r = raqe("r", 3_600_000, 60_000, 0.01); + let found = search(&r, &costs, 1, false, |_, _| None); + assert_eq!(found.selected, None); + assert_eq!(found.probes.len(), costs.len()); + } + + fn kll(k: u64) -> AtomicCostEntry { + AtomicCostEntry { + sketch: "kll-percall".into(), + sketch_config: serde_json::json!({"algorithm": "kll-percall", "params": {"k": k}}), + mem_bytes_per_instance: (k * 8) as f64, + insert_cpu_secs: 1e-8, + merge_cpu_secs: 1e-6, + query_cpu_secs: 1e-6, + query_accuracy: BTreeMap::from([("mean_rank_err".into(), 1.0 / k as f64)]), + accuracy_metric: "mean_rank_err".into(), + measured_at: measured_at(), + } + } + + fn quantile_raqe(max_rank_err: f64) -> Raqe { + Raqe { + capability: Capability::Quantile, + accuracy_sla: max_rank_err, + ..raqe("q", 3_600_000, 60_000, 0.0) + } + } + + #[test] + fn single_axis_path_stops_at_the_feasibility_boundary() { + // Feasible iff k >= 6. One LHS seed s, and no extra cheapest seed + // because the seed is measured. A feasible seed shrinks to k = 5 and + // stops; an infeasible one grows to k = 6 and stops. + let costs: Vec<_> = (1..=10).map(kll).collect(); + let r = quantile_raqe(1.0 / 6.0); + for seed in 0..20 { + let found = search(&r, &costs, seed, false, table_accuracy); + let ks: Vec = found.probes.iter().map(|&i| i as u64 + 1).collect(); + assert_eq!(found.selected, Some(5), "seed {seed}: {ks:?}"); + let s = ks[0]; + let (lo, hi) = (s.min(5), s.max(6)); + assert_eq!(ks.len() as u64, hi - lo + 1, "seed {seed}: {ks:?}"); + assert!( + ks.iter().all(|&k| (lo..=hi).contains(&k)), + "seed {seed}: {ks:?}" + ); + } + } + + #[test] + fn chooses_the_cheaper_variant() { + // countsketch-heap isn't deployable, so this needs the study flag. + let mut costs = grid(&[2, 3], &[256, 512]); + let mut cs = cms(2, 256); + cs.sketch = "countsketch-heap-topk-fastpath-vector2d".into(); + cs.mem_bytes_per_instance = 100.0; + costs.push(cs); + let r = raqe("r", 3_600_000, 60_000, 0.01); + let found = search(&r, &costs, 3, true, table_accuracy); + assert_eq!(found.selected, Some(costs.len() - 1)); + } + + #[test] + fn higher_is_better_metric_is_a_floor() { + // Precision rises with k; the target is a floor of 0.95. + let costs: Vec<_> = (1..=10) + .map(|k| { + let mut c = cms(1, k); + c.query_accuracy = + BTreeMap::from([("precision_at_k".into(), 0.9 + 0.01 * k as f64)]); + c + }) + .collect(); + let r = Raqe { + accuracy_sla: 0.95, + ..raqe("r", 3_600_000, 60_000, 0.0) + }; + let found = search(&r, &costs, 11, false, table_accuracy); + assert_eq!(found.selected, Some(4)); // k = 5: 0.95 + } + + #[test] + fn lhs_samples_take_distinct_values_on_every_axis() { + let costs = grid(&[1, 2, 3, 4], &[64, 128, 256, 512, 1024]); + let resolved = resolve_heaps(&costs, crate::TOPK_K, true); + let g = Grid::new( + "cms-heap-topk-fastpath-vector2d", + &resolved.costs, + &resolved.usable, + ) + .unwrap(); + for seed in 0..10 { + let samples = g.lhs(seed); + assert_eq!(samples.len(), 4); + for axis in 0..2 { + let values: BTreeSet = samples.iter().map(|&i| g.key_of(i)[axis]).collect(); + assert_eq!(values.len(), samples.len(), "seed {seed} axis {axis}"); + } + } + } + + /// AutoSketch prices a top-k heap as the MILP does: the smallest heap + /// row resolved at k (floored at the smallest measured heap, extended + /// past the largest), the other heap rows masked out. + #[test] + fn heaps_resolve_at_k_like_the_milp() { + let at = |heap: u64| { + let mut row = cms(3, 256); + row.sketch_config["params"]["heap"] = heap.into(); + row.mem_bytes_per_instance = 1000.0 + heap as f64; + row + }; + let costs = [at(32), at(128)]; + for (k, heap, mem) in [(10, 32, 1032.0), (100, 100, 1100.0), (512, 512, 1512.0)] { + let Resolved { + costs: resolved, + usable, + } = resolve_heaps(&costs, k, true); + assert_eq!(usable, vec![true, false], "k = {k}"); + assert_eq!(crate::heap_capacity(&resolved[0]), Some(heap), "k = {k}"); + assert_eq!(crate::config_topk_k(&resolved[0]), k, "k = {k}"); + assert!( + (resolved[0].mem_bytes_per_instance - mem).abs() < 1e-9, + "k = {k}" + ); + } + } + + /// UnivMon answers TOPK_K only, so a top-10 search can't pick it. + #[test] + fn a_fixed_k_family_is_masked_off_its_k() { + let costs = [AtomicCostEntry { + sketch: "univmon-topk".into(), + ..cms(3, 256) + }]; + assert_eq!(resolve_heaps(&costs, crate::TOPK_K, true).usable, [true]); + assert_eq!(resolve_heaps(&costs, 10, true).usable, [false]); + // A non-top-k RAQE never asks for a k. + assert_eq!(resolve_heaps(&costs, 10, false).usable, [true]); + let ten = Raqe { + topk_k: Some(10), + ..raqe("r", 60_000, 60_000, 0.1) + }; + assert_eq!(search(&ten, &costs, 0, true, table_accuracy).selected, None); + } +} diff --git a/rqe-optimizer/src/candidates.rs b/rqe-optimizer/src/candidates.rs new file mode 100644 index 00000000..2bb28077 --- /dev/null +++ b/rqe-optimizer/src/candidates.rs @@ -0,0 +1,1383 @@ +//! Candidate generation and eligibility (`rqe-optimizer/docs/rqe_optimizer_candidates.md`). + +use crate::analytical_cost_model; +use crate::{ + config_topk_k, has_heap, heap_capacity, heap_needed, Accuracy, AtomicCostEntry, Capability, + Deployment, LabelSet, MetricFacts, Millis, Raqe, WorkloadFacts, KEY_TRACKER_FAMILY, +}; +use std::collections::{BTreeMap, BTreeSet}; + +pub fn gcd(a: Millis, b: Millis) -> Millis { + if b == 0 { + a + } else { + gcd(b, a % b) + } +} + +fn divisors(value: Millis) -> Vec { + let mut out = Vec::new(); + let mut factor = 1; + while factor <= value / factor { + if value.is_multiple_of(factor) { + out.push(factor); + if factor != value / factor { + out.push(value / factor); + } + } + factor += 1; + } + out.sort_unstable(); + out +} + +/// The gcd of every non-empty subset of `values`, in one pass without listing +/// subsets: `gcd(A ∪ {v}) = gcd(gcd(A), v)`, so each new value extends every +/// gcd found so far. +fn subset_gcds(values: impl IntoIterator) -> BTreeSet { + let mut gcds = BTreeSet::new(); + for value in values { + let extended: Vec<_> = gcds.iter().map(|&found| gcd(found, value)).collect(); + gcds.insert(value); + gcds.extend(extended); + } + gcds +} + +/// Windows and slides are multiples of the metric's scrape interval: anything +/// finer only splits one scrape's samples. +/// +/// Deployments are grouped by `grouping` and built from the cost rows that +/// pass `row`. Their windows, slides and heaps come from +/// `group`, the RAQEs they may serve. +fn candidate_deployments( + group: &[&Raqe], + grouping: &LabelSet, + row: impl Fn(&AtomicCostEntry) -> bool, + costs: &[AtomicCostEntry], + metric_facts: &MetricFacts, + allow_undeployable_families: bool, +) -> Vec { + if group.is_empty() { + return Vec::new(); + } + let capability = group[0].capability; + let scrape_interval_ms = metric_facts.scrape_interval_ms; + // The tracker is deployable whenever the family needing it is: ASAPQuery + // runs it as DeltaSetAggregator. + let tracker_rows: Vec<_> = costs + .iter() + .filter(|c| c.sketch == KEY_TRACKER_FAMILY) + .collect(); + assert!( + tracker_rows.len() <= 1, + "{} {KEY_TRACKER_FAMILY} rows in the cost table; the tracker's price would depend on row order", + tracker_rows.len() + ); + let tracker_row = tracker_rows.first().copied(); + let family_rows: Vec<&AtomicCostEntry> = costs + .iter() + .filter(|c| { + capability + .candidate_families(allow_undeployable_families) + .any(|family| family == c.sketch) + && row(c) + }) + .collect(); + let heap_rows = heap_rows_by_shape(&family_rows); + let windows = group + .iter() + .flat_map(|r| divisors(r.lookback_ms / scrape_interval_ms)) + .map(|scrapes| scrapes * scrape_interval_ms) + .collect::>(); + let mut deployments = Vec::new(); + for window_ms in windows { + // gcd(x, T) is the largest slide that serves an RAQE. For RAQEs sharing a + // deployment, the gcd of theirs is strictly better than any finer + // slide that serves them all. Any subset might share. + let slides = subset_gcds( + group + .iter() + .filter(|r| r.lookback_ms % window_ms == 0) + .map(|r| gcd(window_ms, r.interval_ms)), + ); + // A heap family keeps one candidate per (heap, k) a RAQE on this + // window needs, m · k for its m = L / x merged windows, priced by + // interpolating the measured heap sizes. Other rows are used as they are. + let heaps: BTreeSet<(u64, u64)> = group + .iter() + .filter_map(|r| { + Some(( + heap_needed(r.lookback_ms, window_ms, r.topk_k())?, + r.topk_k(), + )) + }) + .collect(); + let configs: Vec = family_rows + .iter() + .filter(|c| !has_heap(&c.sketch)) + .map(|c| (*c).clone()) + .chain(heap_rows.values().flat_map(|rows| { + // Needs that one measured row serves collapse onto it. + let by_heap: BTreeMap<(u64, u64), AtomicCostEntry> = heaps + .iter() + .filter_map(|&(heap, k)| heap_row(rows, heap, k)) + .filter_map(|entry| { + Some(((heap_capacity(&entry)?, config_topk_k(&entry)), entry)) + }) + .collect(); + by_heap.into_values() + })) + .collect(); + for config in &configs { + let key_tracker = + if crate::family_properties(&config.sketch).needs_delta_set_key_tracker { + match tracker_row { + Some(tracker) => Some(tracker.clone()), + None => continue, + } + } else { + None + }; + for &slide_ms in &slides { + if slide_ms.is_multiple_of(scrape_interval_ms) { + deployments.push(Deployment { + capability, + metric: group[0].metric.clone(), + spatial_filter: group[0].spatial_filter.clone(), + grouping_labels: grouping.clone(), + config: config.clone(), + window_ms, + slide_ms, + key_tracker: key_tracker.clone(), + }); + } + } + } + } + deployments +} + +/// Whether `capability` asks for a top-k list. +pub(crate) fn is_topk(capability: Capability) -> bool { + matches!( + capability, + Capability::TopKByValue | Capability::TopKByCount + ) +} + +/// A heap family's rows, by family and counter shape (every param but +/// `heap`), then by heap capacity. +pub(crate) fn heap_rows_by_shape<'a>( + rows: &[&'a AtomicCostEntry], +) -> BTreeMap<(String, String), BTreeMap> { + let mut out: BTreeMap<_, BTreeMap> = BTreeMap::new(); + for &row in rows { + let Some(heap) = heap_capacity(row) else { + continue; + }; + let mut shape = row.sketch_config["params"].clone(); + if let Some(params) = shape.as_object_mut() { + params.remove("heap"); + } + let shape = shape.to_string(); + if out + .entry((row.sketch.clone(), shape.clone())) + .or_default() + .insert(heap, row) + .is_some() + { + panic!( + "two {} {shape} cost rows at heap {heap} (e.g. no heap and heap={heap}); \ + keep one", + row.sketch + ); + } + } + out +} + +/// `rows` (one family and counter shape, by heap) priced for a top-`k` +/// answer needing `heap`: at `heap`, but never below the smallest measured +/// heap (nothing is extrapolated below it). The config names its heap +/// explicitly and its `topk_k`, so the deployed sketch answers `k` with the +/// heap that was priced. The MILP's candidates and AutoSketch both price +/// heaps here. +pub(crate) fn heap_row( + rows: &BTreeMap, + heap: u64, + k: u64, +) -> Option { + let (&smallest, _) = rows.first_key_value()?; + let heap = heap.max(smallest); + let mut entry = at_heap(rows, heap)?; + // The priced heap, explicit: with no `heap`, a `topk_k` below it would + // read (and build) as a heap of `k`. + let priced = heap_capacity(&entry)?; + let params = entry.sketch_config["params"].as_object_mut()?; + params.insert("heap".into(), priced.into()); + params.remove("topk_k"); + if let Some(k) = crate::topk_k_param(k) { + params.insert("topk_k".into(), k.into()); + } + Some(entry) +} + +/// `rows` (one family and counter shape, by heap) priced at `heap`: each +/// per-op cost linear in the heap between the measured sizes around it, and +/// extended from the two nearest past them. With one measured size, the +/// smallest row holding at least `heap` serves at its own size and cost. +/// The accuracy fields are the smallest heap's: curves are measured at +/// `TOPK_K`. Panics when one measured heap is smaller than `heap`: the +/// table needs the heap sizes measured. +fn at_heap(rows: &BTreeMap, heap: u64) -> Option { + let (_, &base) = rows.first_key_value()?; + // A measured heap's costs, with the base's accuracy like every other. + let measured = |row: &AtomicCostEntry| AtomicCostEntry { + query_accuracy: base.query_accuracy.clone(), + ..row.clone() + }; + if let Some(row) = rows.get(&heap) { + return Some(measured(row)); + } + if rows.len() < 2 { + let Some((_, row)) = rows.range(heap..).next() else { + panic!( + "{} {} is priced at one heap only, smaller than the heap {heap} a \ + candidate needs; rerun study_saturation.py --phase optimizer-cost to \ + measure the top-k heap sizes", + base.sketch, base.sketch_config["params"] + ); + }; + return Some(measured(row)); + } + let mut below = rows.range(..heap).rev(); + let mut above = rows.range(heap..); + let ((h0, a), (h1, b)) = match (below.next(), above.next()) { + (Some(lo), Some(hi)) => (lo, hi), + (Some(hi), None) => (below.next()?, hi), + (None, Some(lo)) => (lo, above.next()?), + (None, None) => return None, + }; + let t = (heap as f64 - *h0 as f64) / (*h1 as f64 - *h0 as f64); + let line = |x: f64, y: f64| (x + t * (y - x)).max(0.0); + let mut entry = AtomicCostEntry { + mem_bytes_per_instance: line(a.mem_bytes_per_instance, b.mem_bytes_per_instance), + insert_cpu_secs: line(a.insert_cpu_secs, b.insert_cpu_secs), + merge_cpu_secs: line(a.merge_cpu_secs, b.merge_cpu_secs), + query_cpu_secs: line(a.query_cpu_secs, b.query_cpu_secs), + ..(*base).clone() + }; + entry.sketch_config["params"]["heap"] = heap.into(); + Some(entry) +} + +/// Configurations come from [`Capability::candidate_families`]. +pub fn build_all_candidates( + raqes: &[Raqe], + costs: &[AtomicCostEntry], + facts: &WorkloadFacts, + allow_undeployable_families: bool, + accuracy: &Accuracy, +) -> Vec { + prune_dominated_candidates( + raqes, + facts, + build_all_candidates_unpruned(raqes, costs, facts, allow_undeployable_families), + accuracy, + ) +} + +/// Generate the complete v1 candidate set before dominance pruning. +/// +/// The public optimizer entry point is [`build_all_candidates`]. This helper +/// exists so diagnostics can report exactly how much safe pruning removed. +pub fn build_all_candidates_unpruned( + raqes: &[Raqe], + costs: &[AtomicCostEntry], + facts: &WorkloadFacts, + allow_undeployable_families: bool, +) -> Vec { + let mut groups: BTreeMap<(Capability, &str, &str, &LabelSet), Vec<&Raqe>> = BTreeMap::new(); + for raqe in raqes { + groups + .entry(( + raqe.capability, + &raqe.metric, + &raqe.spatial_filter, + &raqe.grouping_labels, + )) + .or_default() + .push(raqe); + } + // RAQEs of `(capability, metric, filter)` grouped by a subset of + // `grouping`, non-empty ones only for Hydra. + let subset_group = + |(capability, metric, filter, grouping): (Capability, &str, &str, &LabelSet), + non_empty: bool| { + raqes + .iter() + .filter(|r| { + r.capability == capability + && r.metric == metric + && r.spatial_filter == filter + && r.grouping_labels.is_subset(grouping) + && !(non_empty && r.grouping_labels.is_empty()) + }) + .collect::>() + }; + let mut candidates: Vec = groups + .iter() + .flat_map(|(&key, exact_group)| { + let (_, metric, _, grouping) = key; + // A family that rolls up may also serve RAQEs grouped by a subset, + // so its windows must suit theirs too. + let subset_group = subset_group(key, false); + let properties = |c: &AtomicCostEntry| crate::family_properties(&c.sketch); + [ + candidate_deployments( + exact_group, + grouping, + |c| { + !properties(c).answers_any_subgrouping + && !properties(c).mergeable_across_groups + }, + costs, + &facts[metric], + allow_undeployable_families, + ), + candidate_deployments( + &subset_group, + grouping, + |c| { + !properties(c).answers_any_subgrouping + && properties(c).mergeable_across_groups + }, + costs, + &facts[metric], + allow_undeployable_families, + ), + ] + .concat() + }) + .collect(); + // Hydra, on a metric with a measured dataset: one grid over its full + // schema `Λ`, the width the study measures cost and accuracy at, from + // the rows measured on that dataset. `Λ` is a label set, not an ordered + // list: the library encodes subkeys in schema order, and every metric + // keeps one order (the eval datasets fix it), so the set names the grid. + let streams: BTreeSet<(Capability, &str, &str)> = groups + .keys() + .map(|&(capability, metric, filter, _)| (capability, metric, filter)) + .collect(); + for (capability, metric, filter) in streams { + let Some((dataset, schema)) = &facts[metric].hydra_dataset else { + continue; + }; + candidates.extend(candidate_deployments( + &subset_group((capability, metric, filter, schema), true), + schema, + |c| { + crate::family_properties(&c.sketch).answers_any_subgrouping + && c.measured_at.dataset.as_ref() == Some(dataset) + }, + costs, + &facts[metric], + allow_undeployable_families, + )); + } + candidates +} + +/// Remove a candidate only when another candidate can replace it in every +/// mapping without making any modeled objective worse. +/// +/// This comparison is local to a (capability, metric, spatial_filter, +/// grouping) group. It compares ingest CPU and memory; compaction per window +/// (it starts every chain) and per second (CPU-seconds and byte-seconds per +/// slide, as cost by use bills it); then, for each RAQE the dominated +/// candidate can serve, the query job's CPU (merge and query, its latency), +/// its memory (merge accumulators and output) and stored memory. All are as +/// the analytical cost model prices them: a sketch shared by all groups and a +/// sketch per group don't scale alike with `card(G)`. +pub fn prune_dominated_candidates( + raqes: &[Raqe], + facts: &WorkloadFacts, + candidates: Vec, + accuracy: &Accuracy, +) -> Vec { + let costs: Vec = candidates + .iter() + .map(|candidate| CandidateCosts::new(candidate, raqes, facts, accuracy)) + .collect(); + + candidates + .iter() + .enumerate() + .filter_map(|(candidate_index, candidate)| { + let dominated = (0..candidates.len()).any(|other_index| { + if other_index == candidate_index { + return false; + } + match dominance( + &candidates[other_index], + &costs[other_index], + candidate, + &costs[candidate_index], + ) { + Dominance::StrictlyBetter => true, + // The earlier of two identical candidates wins, so a tie + // never removes both. + Dominance::Equal => other_index < candidate_index, + Dominance::NotDominating => false, + } + }); + (!dominated).then(|| candidate.clone()) + }) + .collect() +} + +/// One candidate's costs, computed once for every pairwise comparison. +struct CandidateCosts { + /// Per deployment: ingest CPU and memory; compaction CPU-seconds per + /// window (it starts every chain); and compaction CPU and byte-seconds + /// per second, as cost by use bills them every slide. + ingest: [f64; 5], + /// Per RAQE: latency, query memory (merge and output) and stored memory + /// if the candidate serves it, else `None`. + per_raqe: Vec>, +} + +impl CandidateCosts { + fn new( + candidate: &Deployment, + raqes: &[Raqe], + facts: &WorkloadFacts, + accuracy: &Accuracy, + ) -> Self { + let ingest = analytical_cost_model::ingest(candidate, facts); + let compaction_secs = analytical_cost_model::compaction_secs(candidate, facts); + let slide_secs = crate::secs(candidate.slide_ms); + let per_raqe = raqes + .iter() + .map(|raqe| { + is_eligible(raqe, candidate, facts, accuracy).then(|| { + [ + analytical_cost_model::query_latency_ms(raqe, candidate, facts), + analytical_cost_model::merge(raqe, candidate, facts).memory_bytes + + analytical_cost_model::query(raqe, candidate, facts).memory_bytes, + analytical_cost_model::storage_bytes(raqe, candidate, facts), + ] + }) + }) + .collect(); + Self { + ingest: [ + ingest.cpu_secs_per_sec, + ingest.memory_bytes, + compaction_secs, + compaction_secs / slide_secs, + analytical_cost_model::compaction_bytes(candidate, facts) * compaction_secs + / slide_secs, + ], + per_raqe, + } + } +} + +enum Dominance { + StrictlyBetter, + Equal, + NotDominating, +} + +/// Whether `replacement` can stand in for `original`: it serves every RAQE +/// `original` serves and is no worse on any cost. +fn dominance( + replacement: &Deployment, + replacement_costs: &CandidateCosts, + original: &Deployment, + original_costs: &CandidateCosts, +) -> Dominance { + let same_group = replacement.capability == original.capability + && replacement.metric == original.metric + && replacement.spatial_filter == original.spatial_filter + && replacement.grouping_labels == original.grouping_labels; + let covers_original = original_costs + .per_raqe + .iter() + .zip(&replacement_costs.per_raqe) + .all(|(original_serves, replacement_serves)| { + original_serves.is_none() || replacement_serves.is_some() + }); + if !same_group || !covers_original { + return Dominance::NotDominating; + } + + // Each pair is (replacement's cost, original's cost), over the RAQEs + // `original` serves. + let mut costs: Vec<(f64, f64)> = replacement_costs + .ingest + .into_iter() + .zip(original_costs.ingest) + .collect(); + for (replacement_raqe, original_raqe) in replacement_costs + .per_raqe + .iter() + .zip(&original_costs.per_raqe) + { + if let (Some(replacement_raqe), Some(original_raqe)) = (replacement_raqe, original_raqe) { + costs.extend( + replacement_raqe + .iter() + .copied() + .zip(original_raqe.iter().copied()), + ); + } + } + + let serves_more = original_costs + .per_raqe + .iter() + .zip(&replacement_costs.per_raqe) + .any(|(original_serves, replacement_serves)| { + original_serves.is_none() && replacement_serves.is_some() + }); + if costs + .iter() + .any(|(replacement_cost, original_cost)| replacement_cost > original_cost) + { + Dominance::NotDominating + } else if serves_more + || costs + .iter() + .any(|(replacement_cost, original_cost)| replacement_cost < original_cost) + { + Dominance::StrictlyBetter + } else { + Dominance::Equal + } +} + +pub fn eligible_deployments_for( + r: &Raqe, + deployments: &[Deployment], + facts: &WorkloadFacts, + accuracy: &Accuracy, +) -> Vec { + deployments + .iter() + .enumerate() + .filter(|(_, d)| is_eligible(r, d, facts, accuracy)) + .map(|(i, _)| i) + .collect() +} + +/// Whether `d` can serve `r`. Every rule lives here, so the MILP, enumeration +/// and candidate pruning agree on what is valid. +pub fn is_eligible(r: &Raqe, d: &Deployment, _facts: &WorkloadFacts, accuracy: &Accuracy) -> bool { + let properties = d.properties(); + r.capability == d.capability + && r.metric == d.metric + && r.spatial_filter == d.spatial_filter + && (if properties.answers_any_subgrouping { + // Hydra: any non-empty subset of its schema, read directly. + !r.grouping_labels.is_empty() && r.grouping_labels.is_subset(&d.grouping_labels) + } else { + r.grouping_labels == d.grouping_labels + || (properties.mergeable_across_groups + && r.grouping_labels.is_subset(&d.grouping_labels)) + }) + && d.window_ms != 0 + && d.slide_ms != 0 + && d.window_ms.is_multiple_of(d.slide_ms) + && r.lookback_ms.is_multiple_of(d.window_ms) + && r.interval_ms.is_multiple_of(d.slide_ms) + && (properties.mergeable_across_windows || r.lookback_ms == d.window_ms) + && properties.needs_delta_set_key_tracker == d.key_tracker.is_some() + && heap_capacity(&d.config).is_none_or(|heap| { + d.heap_needed(r.lookback_ms, r.topk_k()) + .is_some_and(|need| heap >= need) + }) + && (!is_topk(r.capability) || crate::serves_topk_k(&d.config, r.topk_k())) + && r.meets_sla(&d.config.sketch, accuracy(r, d)) +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::test_support::{facts, measured_at, metric_of, perfect_accuracy, METRIC}; + use crate::{table_accuracy, LabelSet, TOPK_K}; + use std::collections::BTreeMap; + fn raqe(id: &str, lookback: Millis, interval: Millis) -> Raqe { + Raqe { + id: id.into(), + capability: Capability::TopKByValue, + lookback_ms: lookback, + interval_ms: interval, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + accuracy_sla: 0.5, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } + } + fn cost() -> AtomicCostEntry { + AtomicCostEntry { + sketch: "cms-heap-topk-fastpath-vector2d".into(), + // A heap that holds any merge, so heap top-k fixtures merge freely. + sketch_config: serde_json::json!({"params": {"heap": 1u64 << 40}}), + mem_bytes_per_instance: 1.0, + insert_cpu_secs: 1.0, + merge_cpu_secs: 1.0, + query_cpu_secs: 1.0, + query_accuracy: perfect_accuracy(), + accuracy_metric: "precision_at_k".into(), + measured_at: measured_at(), + } + } + /// A heap top-k row measured at `heap`, its costs `heap` per op. + fn heap_row(heap: u64) -> AtomicCostEntry { + let h = heap as f64; + AtomicCostEntry { + sketch_config: serde_json::json!({"params": {"rows": 3, "cols": 256, "heap": heap}}), + mem_bytes_per_instance: 1000.0 + h, + insert_cpu_secs: h, + merge_cpu_secs: 2.0 * h, + query_cpu_secs: 3.0 * h, + ..cost() + } + } + + #[test] + fn heap_costs_are_linear_between_and_past_the_measured_sizes() { + let (a, b, c) = (heap_row(32), heap_row(128), heap_row(512)); + let rows = BTreeMap::from([(32, &a), (128, &b), (512, &c)]); + let at = |heap| at_heap(&rows, heap).unwrap(); + assert_eq!(at(128), b); + let between = at(64); + assert_eq!(between.mem_bytes_per_instance, 1064.0); + assert_eq!(between.merge_cpu_secs, 128.0); + assert_eq!(heap_capacity(&between), Some(64)); + // Past the largest: the line through the two largest. + assert_eq!(at(2048).query_cpu_secs, 3.0 * 2048.0); + // One measured size: the smallest row holding the heap serves as is. + let single = BTreeMap::from([(128, &b)]); + assert_eq!(at_heap(&single, 64), Some(b.clone())); + } + + /// A table priced at one heap can't price a larger one: planning stops + /// and names the rerun, rather than dropping the candidate. + #[test] + #[should_panic(expected = "rerun study_saturation.py --phase optimizer-cost")] + fn one_measured_heap_cannot_price_a_larger_one() { + let b = heap_row(128); + at_heap(&BTreeMap::from([(128, &b)]), 256); + } + + /// No heap and heap = k are one heap: two such rows would overwrite each + /// other. + #[test] + #[should_panic(expected = "cost rows at heap 32")] + fn two_rows_at_one_heap_are_refused() { + let explicit = heap_row(32); + let mut implicit = heap_row(32); + implicit.sketch_config["params"] + .as_object_mut() + .unwrap() + .remove("heap"); + heap_rows_by_shape(&[&explicit, &implicit]); + } + + /// Each window gets the heaps its RAQEs need, m · k for m = L / x, and a + /// RAQE is eligible only where the heap holds its m · k. + #[test] + fn a_heap_candidate_holds_m_times_k_for_its_merges() { + let raqes = vec![raqe("a", 60_000, 60_000), raqe("b", 240_000, 60_000)]; + let rows = [heap_row(32), heap_row(128), heap_row(512)]; + let candidates = build_all_candidates_unpruned(&raqes, &rows, &facts(1, 1), false); + let heaps_at = |window_ms: Millis| { + candidates + .iter() + .filter(|d| d.window_ms == window_ms) + .filter_map(|d| heap_capacity(&d.config)) + .collect::>() + }; + // x = 60 s: a merges 1 (32), b merges 4 (128). + assert_eq!(heaps_at(60_000), BTreeSet::from([32, 128])); + // x = 30 s: a merges 2 (64, interpolated), b merges 8 (256). + assert_eq!(heaps_at(30_000), BTreeSet::from([64, 256])); + let d = candidates + .iter() + .find(|d| d.window_ms == 60_000 && heap_capacity(&d.config) == Some(32)) + .unwrap(); + assert!(is_eligible(&raqes[0], d, &facts(1, 1), &table_accuracy)); + assert!(!is_eligible(&raqes[1], d, &facts(1, 1), &table_accuracy)); + } + + /// A top-10 RAQE needs m · 10: its heaps follow its own k, and a heap + /// built for k = 10 doesn't serve a k = 32 RAQE at the same merges. + #[test] + fn a_heap_candidate_follows_each_raqes_k() { + let ten = Raqe { + topk_k: Some(10), + ..raqe("ten", 240_000, 60_000) + }; + let raqes = vec![ten.clone(), raqe("b", 240_000, 60_000)]; + let rows = [heap_row(32), heap_row(128), heap_row(512)]; + let candidates = build_all_candidates_unpruned(&raqes, &rows, &facts(1, 1), false); + let at = |heap| { + candidates + .iter() + .find(|d| d.window_ms == 60_000 && heap_capacity(&d.config) == Some(heap)) + .unwrap() + }; + // x = 60 s merges 4: k = 10 needs 40, k = 32 needs 128. + assert_eq!(config_topk_k(&at(40).config), 10); + assert_eq!(config_topk_k(&at(128).config), TOPK_K); + assert!(is_eligible(&ten, at(40), &facts(1, 1), &table_accuracy)); + assert!(!is_eligible( + &raqes[1], + at(40), + &facts(1, 1), + &table_accuracy + )); + assert!(is_eligible( + &raqes[1], + at(128), + &facts(1, 1), + &table_accuracy + )); + } + + /// A k below the smallest measured heap prices at that heap, never + /// extrapolated below it, and the config carries its `topk_k`. + #[test] + fn a_small_k_is_floored_at_the_smallest_measured_heap() { + let rows = [heap_row(32), heap_row(128)]; + let refs: Vec<&AtomicCostEntry> = rows.iter().collect(); + let by_shape = heap_rows_by_shape(&refs); + let shape = by_shape.values().next().unwrap(); + let entry = super::heap_row(shape, 10, 10).unwrap(); + assert_eq!(heap_capacity(&entry), Some(32)); + assert_eq!(config_topk_k(&entry), 10); + assert_eq!( + entry.mem_bytes_per_instance, + heap_row(32).mem_bytes_per_instance + ); + } + + /// A floor row measured with its heap implicit at k = 32 keeps that heap + /// explicit once it serves a smaller k, so its capacity is the priced 32. + #[test] + fn the_floored_heap_is_explicit() { + let mut implicit = heap_row(32); + implicit.sketch_config = serde_json::json!({"params": {"rows": 3, "cols": 256}}); + let larger = heap_row(128); + let rows = BTreeMap::from([(32, &implicit), (128, &larger)]); + let entry = super::heap_row(&rows, 10, 10).unwrap(); + assert_eq!(entry.sketch_config["params"]["heap"], 32); + assert_eq!(heap_capacity(&entry), Some(32)); + assert_eq!(config_topk_k(&entry), 10); + } + + /// UnivMon's top-k answers TOPK_K only: a top-10 RAQE can't use it. + #[test] + fn univmon_topk_serves_only_topk_k() { + let univmon = Deployment { + config: AtomicCostEntry { + sketch: "univmon-topk".into(), + ..cost() + }, + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + window_ms: 60_000, + slide_ms: 60_000, + key_tracker: None, + }; + let r = raqe("r", 60_000, 60_000); + let ten = Raqe { + topk_k: Some(10), + ..r.clone() + }; + assert!(is_eligible(&r, &univmon, &facts(1, 1), &table_accuracy)); + assert!(!is_eligible(&ten, &univmon, &facts(1, 1), &table_accuracy)); + } + + #[test] + fn shared_slide_comes_from_subset_gcd_not_all_divisors() { + let raqes = vec![raqe("a", 60_000, 20_000), raqe("b", 60_000, 30_000)]; + let candidates = + build_all_candidates(&raqes, &[cost()], &facts(1, 1), false, &table_accuracy); + let slides: BTreeSet<_> = candidates + .iter() + .filter(|d| d.window_ms == 60_000) + .map(|d| d.slide_ms) + .collect(); + assert_eq!(slides, BTreeSet::from([10_000, 20_000, 30_000])); + } + #[test] + fn windows_and_slides_are_multiples_of_the_scrape_interval() { + let raqes = vec![raqe("a", 60_000, 20_000), raqe("b", 60_000, 30_000)]; + let mut facts = facts(1, 1); + facts.get_mut(METRIC).unwrap().scrape_interval_ms = 15_000; + let candidates = build_all_candidates_unpruned(&raqes, &[cost()], &facts, false); + assert!(!candidates.is_empty()); + // Without the filter, windows 1..60 and slides 10/20 would appear. + assert!(candidates + .iter() + .all(|d| d.window_ms % 15_000 == 0 && d.slide_ms % 15_000 == 0)); + } + #[test] + fn different_spatial_filters_never_share_a_deployment() { + let unfiltered = raqe("a", 60_000, 60_000); + let filtered = Raqe { + spatial_filter: r#"{job="api"}"#.into(), + ..raqe("b", 60_000, 60_000) + }; + let candidates = build_all_candidates( + &[unfiltered.clone(), filtered.clone()], + &[cost()], + &facts(1, 1), + false, + &table_accuracy, + ); + assert!(candidates.iter().all(|d| is_eligible( + &unfiltered, + d, + &facts(1, 1), + &table_accuracy + ) != is_eligible( + &filtered, + d, + &facts(1, 1), + &table_accuracy + ))); + } + + #[test] + fn a_min_query_is_only_offered_the_min_accumulator() { + let r = Raqe { + capability: Capability::Min, + ..raqe("r", 60_000, 60_000) + }; + let named = |sketch: &str| AtomicCostEntry { + sketch: sketch.into(), + accuracy_metric: metric_of(sketch), + ..cost() + }; + let candidates = build_all_candidates( + &[r], + &[named("exact-min"), named("exact-max")], + &facts(1, 1), + false, + &table_accuracy, + ); + assert!(!candidates.is_empty()); + assert!(candidates.iter().all(|d| d.config.sketch == "exact-min")); + } + + #[test] + fn undeployable_families_are_candidates_only_when_allowed() { + let r = raqe("r", 60_000, 60_000); + let named = |sketch: &str| AtomicCostEntry { + sketch: sketch.into(), + accuracy_metric: metric_of(sketch), + ..cost() + }; + let costs = [ + named("cms-heap-topk-fastpath-vector2d"), + named("countsketch-heap-topk-fastpath-vector2d"), + ]; + let candidates = build_all_candidates( + std::slice::from_ref(&r), + &costs, + &facts(1, 1), + false, + &table_accuracy, + ); + assert!(!candidates.is_empty()); + assert!(candidates + .iter() + .all(|d| d.config.sketch == "cms-heap-topk-fastpath-vector2d")); + let all = build_all_candidates_unpruned(&[r], &costs, &facts(1, 1), true); + assert!(all + .iter() + .any(|d| d.config.sketch == "countsketch-heap-topk-fastpath-vector2d")); + } + + #[test] + fn eligibility_requires_exact_non_overlapping_tiling() { + let r = raqe("r", 600_000, 180_000); + let d = Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: cost(), + window_ms: 120_000, + slide_ms: 60_000, + key_tracker: None, + }; + assert!(is_eligible(&r, &d, &facts(1, 1), &table_accuracy)); + assert!(!is_eligible( + &r, + &Deployment { + window_ms: 128_000, + ..d.clone() + }, + &facts(1, 1), + &table_accuracy + )); + assert!(!is_eligible( + &r, + &Deployment { + slide_ms: 70_000, + ..d + }, + &facts(1, 1), + &table_accuracy + )); + } + + #[test] + fn prunes_finer_slide_when_the_coarser_slide_serves_the_same_raqe() { + let r = raqe("r", 60_000, 60_000); + let coarse = Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: cost(), + window_ms: 60_000, + slide_ms: 60_000, + key_tracker: None, + }; + let fine = Deployment { + slide_ms: 30_000, + ..coarse.clone() + }; + + let retained = prune_dominated_candidates( + &[r], + &facts(1, 1), + vec![fine, coarse.clone()], + &table_accuracy, + ); + + assert_eq!(retained, vec![coarse]); + } + + #[test] + fn prunes_the_candidate_with_larger_query_output() { + // Two heaps that differ only in the `k` they answer: the larger one + // outputs 100 entries per group, not 32, at the same CPU. + let r = raqe("r", 60_000, 60_000); + let answering = |k: u64| { + let mut d = crate::test_support::deployment(1.0, 1.0, 1.0, 0.0, 60_000, 60_000); + d.config.sketch_config = + serde_json::json!({"params": {"heap": 1u64 << 40, "topk_k": k}}); + d + }; + let retained = prune_dominated_candidates( + &[r], + &facts(1, 1), + vec![answering(100), answering(32)], + &table_accuracy, + ); + assert_eq!(retained, vec![answering(32)]); + } + + #[test] + fn retains_candidate_with_cheaper_compaction() { + // A direct RAQE never merges at query time, so merge CPU shows up only + // in compaction. `cheap_ingest` ingests on 2 workers (ρ = 2) and + // compacts for 100 s; `cheap_compaction` ingests on 3 (ρ = 3) and + // compacts for 2 s. Neither is no worse on every cost. + let r = raqe("r", 60_000, 60_000); + let cheap_ingest = crate::test_support::deployment(1.0, 1.0, 100.0, 1.0, 60_000, 60_000); + let cheap_compaction = crate::test_support::deployment(1.0, 1.5, 1.0, 1.0, 60_000, 60_000); + + let retained = prune_dominated_candidates( + &[r], + &facts(1, 2), + vec![cheap_ingest.clone(), cheap_compaction.clone()], + &table_accuracy, + ); + + assert_eq!(retained, vec![cheap_ingest, cheap_compaction]); + } + + #[test] + fn retains_candidate_with_lower_query_latency() { + let r = raqe("r", 60_000, 60_000); + let cost = cost(); + let large_window = Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: cost.clone(), + window_ms: 60_000, + slide_ms: 60_000, + key_tracker: None, + }; + let small_window = Deployment { + window_ms: 30_000, + slide_ms: 30_000, + ..large_window.clone() + }; + + let retained = prune_dominated_candidates( + &[r], + &facts(1, 1), + vec![small_window.clone(), large_window.clone()], + &table_accuracy, + ); + + assert_eq!(retained, vec![large_window]); + } + + #[test] + fn retains_candidate_with_lower_stored_memory() { + let r = raqe("r", 60_000, 60_000); + // Stores (60 − 60) / 60 + 1 = 1 closed instance of 10 bytes. + let whole_window = Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: AtomicCostEntry { + mem_bytes_per_instance: 10.0, + ..cost() + }, + window_ms: 60_000, + slide_ms: 60_000, + key_tracker: None, + }; + // Smaller, faster sketches, but (60 − 20) / 20 + 1 = 3 of them: 18 bytes. + let panes = Deployment { + config: AtomicCostEntry { + mem_bytes_per_instance: 6.0, + query_cpu_secs: 0.5, + merge_cpu_secs: 0.1, + ..cost() + }, + window_ms: 20_000, + slide_ms: 20_000, + ..whole_window.clone() + }; + + let retained = prune_dominated_candidates( + &[r], + &facts(1, 1), + vec![whole_window.clone(), panes.clone()], + &table_accuracy, + ); + + assert_eq!(retained, vec![whole_window, panes]); + } + + #[test] + fn retains_direct_query_candidate_that_never_merges() { + let r = raqe("r", 60_000, 60_000); + // x == L: no merge, so no merge memory. + let direct = Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: AtomicCostEntry { + mem_bytes_per_instance: 10.0, + ..cost() + }, + window_ms: 60_000, + slide_ms: 60_000, + key_tracker: None, + }; + // Smaller and cheaper on every other cost, but merges two windows, + // holding a 4-byte accumulator per group. + let halves = Deployment { + config: AtomicCostEntry { + mem_bytes_per_instance: 4.0, + query_cpu_secs: 0.5, + merge_cpu_secs: 0.1, + ..cost() + }, + window_ms: 30_000, + slide_ms: 30_000, + ..direct.clone() + }; + + let retained = prune_dominated_candidates( + &[r], + &facts(1, 1), + vec![direct.clone(), halves.clone()], + &table_accuracy, + ); + + assert_eq!(retained, vec![direct, halves]); + } + /// A whole-grid hydra-kll row measured on `hydra_test`, and a per-key + /// DeltaSet row. + fn hydra_and_tracker() -> [AtomicCostEntry; 2] { + [ + AtomicCostEntry { + sketch: "hydra-kll".into(), + mem_bytes_per_instance: 1000.0, + query_accuracy: BTreeMap::from([("mean_rank_err".into(), 0.1)]), + accuracy_metric: metric_of("hydra-kll"), + measured_at: aqpbm_core::MeasuredAt { + dataset: Some("hydra_test".into()), + ..crate::test_support::measured_at() + }, + ..cost() + }, + AtomicCostEntry { + sketch: KEY_TRACKER_FAMILY.into(), + ..cost() + }, + ] + } + + fn quantile_raqe() -> Raqe { + Raqe { + capability: Capability::Quantile, + ..raqe("r", 60_000, 60_000) + } + } + + #[test] + #[should_panic(expected = "exact-delta-set rows in the cost table")] + fn two_tracker_rows_are_refused() { + let [hydra, tracker] = hydra_and_tracker(); + build_all_candidates( + &[quantile_raqe()], + &[hydra, tracker.clone(), tracker], + &facts(10, 10), + true, + &table_accuracy, + ); + } + + #[test] + fn a_mergeable_deployment_serves_a_coarser_grouping_only() { + use crate::test_support::{kll_by, quantile_by, service_endpoint_facts}; + let facts = service_endpoint_facts(); + let serves = |d: &Deployment, grouping: &[&str]| { + is_eligible( + &quantile_by(grouping, 60_000, 60_000), + d, + &facts, + &table_accuracy, + ) + }; + let by_endpoint = kll_by(&["service", "endpoint"], 60_000); + assert!(serves(&by_endpoint, &["service", "endpoint"])); + assert!(serves(&by_endpoint, &["service"])); + assert!(serves(&by_endpoint, &[])); + assert!(!serves(&by_endpoint, &["pod"])); + assert!(!serves( + &kll_by(&["service"], 60_000), + &["service", "endpoint"] + )); + } + + #[test] + fn a_rate_serves_only_its_own_grouping() { + use crate::test_support::{kll_by, quantile_by, service_endpoint_facts}; + let facts = service_endpoint_facts(); + let by_endpoint = kll_by(&["service", "endpoint"], 60_000); + let increase_by_endpoint = Deployment { + capability: Capability::RateOrIncrease, + config: AtomicCostEntry { + sketch: "exact-increase".into(), + accuracy_metric: metric_of("exact-increase"), + ..by_endpoint.config.clone() + }, + ..by_endpoint + }; + let rate_by = |grouping: &[&str]| Raqe { + capability: Capability::RateOrIncrease, + ..quantile_by(grouping, 60_000, 60_000) + }; + let serves = |r: &Raqe| is_eligible(r, &increase_by_endpoint, &facts, &table_accuracy); + assert!(serves(&rate_by(&["service", "endpoint"]))); + assert!(!serves(&rate_by(&["service"]))); + } + + #[test] + fn top_k_serves_only_its_own_grouping() { + use crate::test_support::{deployment, label_set, service_endpoint_facts}; + let facts = service_endpoint_facts(); + let by_endpoint = Deployment { + grouping_labels: label_set(&["service", "endpoint"]), + ..deployment(1.0, 1.0, 1.0, 1.0, 60_000, 60_000) + }; + let serves = |grouping: &[&str]| { + let r = Raqe { + grouping_labels: label_set(grouping), + ..raqe("r", 60_000, 60_000) + }; + is_eligible(&r, &by_endpoint, &facts, &table_accuracy) + }; + assert!(serves(&["service", "endpoint"])); + assert!(!serves(&["service"])); + } + + /// A 1 h fine RAQE alone never yields a 90 min window. Its 90 min coarse + /// sibling does, but only for the family that can serve both. + #[test] + fn fine_candidates_take_windows_from_coarser_raqes() { + use crate::test_support::{label_set, quantile_by, service_endpoint_facts}; + const HOUR: Millis = 3_600_000; + const NINETY_MINUTES: Millis = 5_400_000; + let fine = ["service", "endpoint"]; + let topk_by = |grouping: &[&str], lookback_ms| Raqe { + grouping_labels: label_set(grouping), + ..raqe("r", lookback_ms, lookback_ms) + }; + let raqes = [ + quantile_by(&fine, HOUR, HOUR), + quantile_by(&["service"], NINETY_MINUTES, NINETY_MINUTES), + topk_by(&fine, HOUR), + topk_by(&["service"], NINETY_MINUTES), + ]; + let kll = AtomicCostEntry { + sketch: "kll-percall".into(), + sketch_config: serde_json::json!({"params": {"k": 200}}), + accuracy_metric: metric_of("kll-percall"), + ..cost() + }; + let candidates = + build_all_candidates_unpruned(&raqes, &[kll, cost()], &service_endpoint_facts(), false); + let fine_windows = |sketch: &str| { + candidates + .iter() + .filter(|d| d.config.sketch == sketch && d.grouping_labels == label_set(&fine)) + .map(|d| d.window_ms) + .collect::>() + }; + assert!(fine_windows("kll-percall").contains(&NINETY_MINUTES)); + let topk_windows = fine_windows("cms-heap-topk-fastpath-vector2d"); + assert!(topk_windows.contains(&HOUR)); + assert!(!topk_windows.contains(&NINETY_MINUTES)); + } + + /// Schema region (2) × service (5) × endpoint (10 per service), measured + /// as the Hydra dataset `hydra_test`, plus a per-series label `x`; every + /// RAQE grouping on it has a cardinality. + fn region_service_endpoint_facts() -> WorkloadFacts { + use crate::test_support::label_set; + let schema = label_set(&["region", "service", "endpoint"]); + WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: label_set(&["region", "service", "endpoint", "x"]), + scrape_interval_ms: 1_000, + cardinality: BTreeMap::from([ + (label_set(&["region"]), 2), + (label_set(&["service"]), 5), + (label_set(&["region", "service"]), 10), + (label_set(&["service", "endpoint"]), 50), + (schema.clone(), 100), + (label_set(&["region", "service", "endpoint", "x"]), 1_000), + ]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: Some(("hydra_test".into(), schema)), + }, + )]) + } + + fn quantile_by(grouping: &[&str]) -> Raqe { + crate::test_support::quantile_by(grouping, 60_000, 60_000) + } + + /// A Hydra grid over its schema answers every non-empty subset of it, + /// coarse or not a prefix, directly; nothing outside it, nor the + /// ungrouped query. A per-group sketch serves only subsets of its own + /// grouping that roll up. + #[test] + fn hydra_serves_any_non_empty_subset_of_its_schema() { + use crate::test_support::{kll_by, label_set}; + let facts = region_service_endpoint_facts(); + let [hydra, tracker] = hydra_and_tracker(); + let grid = Deployment { + grouping_labels: label_set(&["region", "service"]), + config: hydra, + key_tracker: Some(tracker), + ..kll_by(&[], 60_000) + }; + let serves = |grouping: &[&str]| { + is_eligible(&quantile_by(grouping), &grid, &facts, &|_, _| Some(0.0)) + }; + assert!(serves(&["region", "service"])); + assert!(serves(&["service"])); + assert!(serves(&["region"])); + assert!(!serves(&[])); + assert!(!serves(&["service", "endpoint"])); + assert!(!serves(&["region", "service", "endpoint"])); + // Its own measured accuracy still decides. + let r = quantile_by(&["service"]); + assert!(!is_eligible(&r, &grid, &facts, &|_, _| Some(0.9))); + } + + /// One Hydra grid per stream, over its full schema (without `x`), from + /// the rows measured on its dataset only, with the windows of the RAQEs + /// it can serve; none on a metric without a dataset. + #[test] + fn hydra_grids_are_built_at_the_full_schema_from_its_dataset_rows() { + use crate::test_support::label_set; + let mut facts = region_service_endpoint_facts(); + // Minute scrapes: windows of whole minutes only. + facts.get_mut(METRIC).unwrap().scrape_interval_ms = 60_000; + let raqes = [ + quantile_by(&["region"]), + crate::test_support::quantile_by(&["service", "endpoint"], 120_000, 120_000), + ]; + let [hydra, tracker] = hydra_and_tracker(); + let elsewhere = |dataset: Option<&str>| AtomicCostEntry { + mem_bytes_per_instance: 2000.0, + measured_at: aqpbm_core::MeasuredAt { + dataset: dataset.map(str::to_string), + ..crate::test_support::measured_at() + }, + ..hydra.clone() + }; + let costs = [ + hydra.clone(), + elsewhere(Some("hydra_other")), + elsewhere(None), + tracker, + ]; + let grids = |facts: &WorkloadFacts| { + build_all_candidates_unpruned(&raqes, &costs, facts, true) + .into_iter() + .filter(|d| d.config.sketch == "hydra-kll") + .map(|d| { + ( + d.grouping_labels, + d.window_ms, + d.config.mem_bytes_per_instance as u64, + ) + }) + .collect::>() + }; + let schema = label_set(&["region", "service", "endpoint"]); + assert_eq!( + grids(&facts), + BTreeSet::from([ + (schema.clone(), 60_000, 1000), + (schema.clone(), 120_000, 1000), + ]) + ); + // No Hydra dataset: no grid at all, and not as a plain candidate. + facts.get_mut(METRIC).unwrap().hydra_dataset = None; + assert!(grids(&facts).is_empty()); + } +} diff --git a/rqe-optimizer/src/enumerate.rs b/rqe-optimizer/src/enumerate.rs new file mode 100644 index 00000000..83cd3d64 --- /dev/null +++ b/rqe-optimizer/src/enumerate.rs @@ -0,0 +1,232 @@ +//! Brute-force search over full mappings. +//! +//! A mapping is one deployment choice per RAQE (the MILP's only constraint is +//! `Σ_D z_{i,D} = 1`; `u_D` is derived). Choices are independent, so the +//! search space is exactly the cartesian product of the per-RAQE eligible +//! lists -- nothing to prune against. Sharing falls out when two choices land +//! on the same index, including a fine deployment chosen by a RAQE that rolls +//! up to a coarser grouping. +//! +//! An ILP would replace this module alone: `Mapping` already encodes +//! `z_{i,D}` and `u_D`. + +use crate::{ + candidates::eligible_deployments_for, Accuracy, Deployment, Mapping, Raqe, WorkloadFacts, +}; + +/// RAQEs nothing in `deployments` can serve. Surfaced separately from +/// `brute_force`: an unservable RAQE is a modeling gap (tolerance too tight, +/// no such config), not a normal empty result. +pub fn unservable( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + accuracy: &Accuracy, +) -> Vec { + raqes + .iter() + .filter(|r| eligible_deployments_for(r, deployments, facts, accuracy).is_empty()) + .map(|r| r.id.clone()) + .collect() +} + +/// Every feasible full mapping. Empty if any RAQE is unservable -- check +/// [`unservable`] to tell the two cases apart. +pub fn brute_force( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + accuracy: &Accuracy, +) -> Vec { + let mut mappings = Vec::new(); + for_each_mapping(raqes, deployments, facts, accuracy, |mapping| { + mappings.push(mapping.to_vec()) + }); + mappings +} + +/// Visit each feasible mapping without retaining the complete Cartesian +/// product. The visitor receives a borrowed, index-aligned mapping that is +/// valid only for the duration of the call. Returns the number visited. +pub fn for_each_mapping( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + accuracy: &Accuracy, + mut visit: impl FnMut(&Mapping), +) -> u64 { + for_each_mapping_while(raqes, deployments, facts, accuracy, |mapping| { + visit(mapping); + true + }) + .visited +} + +/// Result of a streaming enumeration. `completed` is false when the visitor +/// stopped enumeration early. +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub struct EnumerationResult { + pub visited: u64, + pub completed: bool, +} + +/// Visit feasible mappings until the visitor returns false. This makes sample +/// and bounded inspection modes safe: they never need to enumerate the rest +/// of the Cartesian product after collecting enough examples. +pub fn for_each_mapping_while( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + accuracy: &Accuracy, + mut visit: impl FnMut(&Mapping) -> bool, +) -> EnumerationResult { + let choices: Vec> = raqes + .iter() + .map(|r| eligible_deployments_for(r, deployments, facts, accuracy)) + .collect(); + + if choices.iter().any(|c| c.is_empty()) { + return EnumerationResult { + visited: 0, + completed: true, + }; + } + + fn visit_depth_first( + choices: &[Vec], + mapping: &mut Mapping, + visit: &mut impl FnMut(&Mapping) -> bool, + visited: &mut u64, + ) -> bool { + if mapping.len() == choices.len() { + *visited += 1; + return visit(mapping); + } + for &deployment in &choices[mapping.len()] { + mapping.push(deployment); + let should_continue = visit_depth_first(choices, mapping, visit, visited); + mapping.pop(); + if !should_continue { + return false; + } + } + true + } + + let mut visited = 0; + let completed = visit_depth_first( + &choices, + &mut Vec::with_capacity(raqes.len()), + &mut visit, + &mut visited, + ); + EnumerationResult { visited, completed } +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::candidates; + use crate::test_support::{facts, measured_at, perfect_accuracy, METRIC}; + use crate::{table_accuracy, AtomicCostEntry, Capability, Deployment, LabelSet}; + + fn cost(sketch: &str) -> AtomicCostEntry { + AtomicCostEntry { + sketch: sketch.to_string(), + // A heap that holds any merge, so heap top-k fixtures merge freely. + sketch_config: serde_json::json!({"params": {"heap": 1u64 << 40}}), + mem_bytes_per_instance: 1.0, + insert_cpu_secs: 1.0, + merge_cpu_secs: 1.0, + query_cpu_secs: 1.0, + query_accuracy: perfect_accuracy(), + accuracy_metric: "precision_at_k".into(), + measured_at: measured_at(), + } + } + + fn build_all_candidates(raqes: &[Raqe], costs: &[AtomicCostEntry]) -> Vec { + candidates::build_all_candidates(raqes, costs, &facts(1, 1), false, &table_accuracy) + } + + fn raqe(id: &str, interval: u64, lookback: u64) -> Raqe { + Raqe { + id: id.to_string(), + capability: Capability::TopKByValue, + lookback_ms: lookback, + interval_ms: interval, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + accuracy_sla: 0.5, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } + } + + #[test] + fn two_raqes_can_share_one_deployment() { + let raqes = vec![raqe("a", 60_000, 3_600_000), raqe("b", 60_000, 3_600_000)]; + let table = vec![cost("cms-heap-topk-fastpath-vector2d")]; + let deployments = build_all_candidates(&raqes, &table); + + assert!(unservable(&raqes, &deployments, &facts(1, 1), &table_accuracy).is_empty()); + let mappings = brute_force(&raqes, &deployments, &facts(1, 1), &table_accuracy); + assert!( + mappings.iter().any(|m| m[0] == m[1]), + "expected at least one mapping where both identical RAQEs land on the same deployment" + ); + } + + #[test] + fn unservable_raqe_yields_no_mappings() { + let raqes = vec![raqe("a", 60_000, 3_600_000)]; + let table: Vec = Vec::new(); // no configs at all + let deployments = build_all_candidates(&raqes, &table); + + assert_eq!( + unservable(&raqes, &deployments, &facts(1, 1), &table_accuracy), + vec!["a".to_string()] + ); + assert!(brute_force(&raqes, &deployments, &facts(1, 1), &table_accuracy).is_empty()); + } + + #[test] + fn streaming_visits_the_same_mappings_as_eager_enumeration() { + let raqes = vec![raqe("a", 60_000, 3_600_000), raqe("b", 60_000, 3_600_000)]; + let deployments = build_all_candidates(&raqes, &[cost("cms-heap-topk-fastpath-vector2d")]); + let eager = brute_force(&raqes, &deployments, &facts(1, 1), &table_accuracy); + let mut streamed = Vec::new(); + let count = for_each_mapping( + &raqes, + &deployments, + &facts(1, 1), + &table_accuracy, + |mapping| streamed.push(mapping.clone()), + ); + assert_eq!(count as usize, eager.len()); + assert_eq!(streamed, eager); + } + + #[test] + fn streaming_can_stop_after_a_fixed_number_of_mappings() { + let raqes = vec![raqe("a", 60_000, 3_600_000), raqe("b", 60_000, 3_600_000)]; + let deployments = build_all_candidates(&raqes, &[cost("cms-heap-topk-fastpath-vector2d")]); + let mut sampled = Vec::new(); + let result = for_each_mapping_while( + &raqes, + &deployments, + &facts(1, 1), + &table_accuracy, + |mapping| { + sampled.push(mapping.clone()); + sampled.len() < 2 + }, + ); + + assert_eq!(result.visited, 2); + assert!(!result.completed); + assert_eq!(sampled.len(), 2); + } +} diff --git a/rqe-optimizer/src/lib.rs b/rqe-optimizer/src/lib.rs new file mode 100644 index 00000000..c6c9124a --- /dev/null +++ b/rqe-optimizer/src/lib.rs @@ -0,0 +1,1101 @@ +//! v1 brute-force solver for the RAQE -> sketch-deployment mapping problem. +//! `rqe-optimizer/docs/rqe_sketch_deployment_v1.md` is the problem statement; +//! `rqe_optimizer_candidates.md` and `rqe_optimizer_cost_model.md` hold the +//! detailed planning design. +//! +//! Three independent stages, so an ILP can replace [`enumerate`] alone: +//! [`candidates`] builds 𝒟 and per-RAQE eligibility, [`enumerate`] searches, +//! and [`analytical_cost_model`] scores. +//! +//! Every number the algorithm uses is caller-supplied, except the query +//! output size estimates in [`analytical_cost_model`]. + +pub mod analytical_cost_model; +pub mod autosketch; +pub mod candidates; +pub mod enumerate; +pub mod milp; +pub mod pareto; +pub mod saturation; +pub mod theory; +pub mod usage; + +use std::collections::BTreeMap; +use std::collections::BTreeSet; + +pub use aqpbm_core::{AtomicCostEntry, AtomicCostTable}; + +/// Whole milliseconds. Window alignment is expressed with exact `%` checks. +pub type Millis = u64; + +/// Rates (CPU-sec/sec, samples/sec) stay per second. +pub(crate) fn secs(ms: Millis) -> f64 { + ms as f64 / 1000.0 +} + +/// A group-by key, compared as a set: a deployment serves a RAQE with the +/// same one, or a subset of it when the family is +/// [`mergeable_across_groups`](FamilyProperties::mergeable_across_groups). +pub type LabelSet = BTreeSet; + +/// What an RAQE's statistic needs. A variant becomes a candidate only +/// if it is in both `families()` and [`DEPLOYABLE_FAMILIES`]. +#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Hash)] +pub enum Capability { + Sum, + Count, + Min, + Max, + RateOrIncrease, + Quantile, + Cardinality, + /// `topk(k, sum_over_time(x[w]))`: ranked by summed value. + TopKByValue, + /// `topk(k, count_over_time(x[w]))`: ranked by sample count. + TopKByCount, +} + +impl Capability { + pub const ALL: [Capability; 9] = [ + Capability::Sum, + Capability::Count, + Capability::Min, + Capability::Max, + Capability::RateOrIncrease, + Capability::Quantile, + Capability::Cardinality, + Capability::TopKByValue, + Capability::TopKByCount, + ]; + + /// `AtomicCostEntry.sketch` values serving this capability. These are + /// sketch-bench *variant* strings, not algorithm names: fastpath and + /// regularpath have different cost profiles, so `"cms"` would be + /// ambiguous. Lists what `study_saturation.py --phase optimizer-cost` + /// measures, plus families it doesn't run yet; + /// an unmeasured name here is harmless, it just matches no row. + pub fn families(self) -> &'static [&'static str] { + match self { + // Exact multi-subpopulation accumulators, not sketches. Count is + // a sum of 1s, so both use `exact-sum`, but as separate + // capabilities they never share one accumulator. Likewise min and + // max, so a min query never lands on, or shares, a max one. + Capability::Sum | Capability::Count => &["exact-sum"], + Capability::Min => &["exact-min"], + Capability::Max => &["exact-max"], + Capability::RateOrIncrease => &["exact-increase"], + // Hydra (one grid for every subgrouping of a schema) is planned only + // with undeployable families allowed: ASAPQuery doesn't run it yet. + Capability::Quantile => &["kll-percall", "dd", "hydra-kll"], + // univmon-cardinality is registered under KeyedCardinality in + // sketch-bench, but its ground truth (`KeyedCardinalityGT`) is + // "count of keys with a nonzero total" -- plain distinct-key + // count, same target as HLL. Second candidate, not a second + // capability. + Capability::Cardinality => &[ + "hll", + "univmon-cardinality", + "hydra-hll", + "hydra-univmon-cardinality", + ], + // The sketch is the same; ASAPQuery deploys the two kinds with + // different `count_events`, so they never share one. + Capability::TopKByValue | Capability::TopKByCount => &[ + "cms-heap-topk-fastpath-vector2d", + "countsketch-heap-topk-fastpath-vector2d", + "univmon-topk", + ], + } + } + + /// The variants the MILP and AutoSketch plan with: the subset of + /// [`Capability::families`] in [`DEPLOYABLE_FAMILIES`], or all of them + /// when `allow_undeployable_families` (for studies; the plan can't be + /// deployed). + pub fn candidate_families( + self, + allow_undeployable_families: bool, + ) -> impl Iterator { + self.families().iter().copied().filter(move |family| { + allow_undeployable_families || DEPLOYABLE_FAMILIES.contains(family) + }) + } +} + +/// Variants ASAPQuery can deploy, each with the `AggregationType` its query +/// engine runs. Both sides use `asap_sketchlib` for the sketches. +pub const DEPLOYABLE_FAMILIES: &[&str] = &[ + "exact-sum", // MultipleSum + "exact-min", // MultipleMinMax, sub_type "min" + "exact-max", // MultipleMinMax, sub_type "max" + "exact-increase", // MultipleIncrease + "kll-percall", // DatasketchesKLL + "dd", // DDSketch + "hll", // HLL + "cms-heap-topk-fastpath-vector2d", // CountMinSketchWithHeap +]; + +/// The variant every [`FamilyProperties::needs_delta_set_key_tracker`] +/// deployment pays for alongside its sketch. Never a candidate on its own. +pub const KEY_TRACKER_FAMILY: &str = "exact-delta-set"; + +/// The `k` a top-k RAQE asks for when it sets no [`Raqe::topk_k`], and the +/// heap capacity of a row that sets no `heap` (sketch-bench's `TOPK_K`). +pub const TOPK_K: u64 = 32; + +/// Top-k families whose heap capacity is a config knob (sketch-bench's +/// `heap=`). A deployment answering from `m` merged windows keeps a heap of +/// `m · k`, so the merged heaps still hold the true top `k` +/// (approximately: a working assumption, not a guarantee). +pub fn has_heap(sketch: &str) -> bool { + matches!( + sketch, + "cms-heap-topk-fastpath-vector2d" | "countsketch-heap-topk-fastpath-vector2d" + ) +} + +/// The heap a heap top-k deployment with `window_ms` windows needs to serve +/// a top-`k` RAQE over `lookback_ms`: `m · k` for its `m` merged windows, or +/// `None` when the lookback isn't whole windows. [`Deployment::heap_needed`] +/// for a built one. +pub fn heap_needed(lookback_ms: Millis, window_ms: Millis, k: u64) -> Option { + if window_ms == 0 || !lookback_ms.is_multiple_of(window_ms) { + return None; + } + (lookback_ms / window_ms).checked_mul(k) +} + +/// The `k` a top-k `topk_k` param names, in any JSON form (10 or 10.0): +/// absent means [`TOPK_K`]. The one decoding of the knob, as sketch-bench's +/// `answered_k` reads it. +pub fn params_topk_k(topk_k: Option) -> u64 { + topk_k.map_or(TOPK_K, |k| k.round() as u64) +} + +/// The `topk_k` param that encodes `k`: none at [`TOPK_K`], which rows and +/// curves leave implicit, else `k`. The one encoding of the knob. +pub fn topk_k_param(k: u64) -> Option { + (k != TOPK_K).then_some(k) +} + +/// The `k` a top-k cost row or deployment's `topk_k` param names. +pub fn config_topk_k(config: &AtomicCostEntry) -> u64 { + params_topk_k(config.sketch_config["params"]["topk_k"].as_f64()) +} + +/// The `k` a top-k config answers: a heap family's `topk_k`; a fixed-k +/// family (UnivMon's top-k) answers [`TOPK_K`] only. +pub fn answered_k(config: &AtomicCostEntry) -> u64 { + if has_heap(&config.sketch) { + config_topk_k(config) + } else { + TOPK_K + } +} + +/// Whether `config` can answer a top-`k` query: a heap family answering at +/// least `k` (cut to `k`), or a fixed-k family at exactly its `k`. +pub fn serves_topk_k(config: &AtomicCostEntry, k: u64) -> bool { + if has_heap(&config.sketch) { + config_topk_k(config) >= k + } else { + k == TOPK_K + } +} + +/// A heap family's capacity: its `heap` param, else its `k` (sketch-bench's +/// default). `None` for other families. +pub fn heap_capacity(config: &AtomicCostEntry) -> Option { + has_heap(&config.sketch).then(|| { + let heap = &config.sketch_config["params"]["heap"]; + // A number in any JSON form (128, 128.0); absent is k. + heap.as_f64() + .map_or_else(|| config_topk_k(config), |h| h.round() as u64) + }) +} + +/// What a variant's algorithm can do, as opposed to what it measured. +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub struct FamilyProperties { + /// Windows fold into one. A family without it only serves `L == x`. + pub mergeable_across_windows: bool, + /// Groups' states fold into their parent group's: a deployment grouped by + /// `G` serves a RAQE grouped by any subset of `G` (a roll-up). Not top-k, + /// whose heaps drop items that are in the parent's top k but no child's. + pub mergeable_across_groups: bool, + /// One sketch of fixed size holds every group: the design doc's Shared + + /// Fixed cell. Memory, merge and storage don't scale with `card(G)`. + /// Exact accumulators are Shared + PerKey and `false` here, because the + /// export prices them per group. + pub one_fixed_size_sketch_for_all_groups: bool, + /// The sketch can't list its groups, so a DeltaSet records which keys + /// each window saw, for the query to probe. + pub needs_delta_set_key_tracker: bool, + /// Hydra: one grid over a label schema `Λ` (the deployment's + /// `grouping_labels`) answers any non-empty subgrouping of it directly, + /// from the subkeys every insert fans out to. Not a roll-up: nothing is + /// merged across groups. Its accuracy is measured per grouping + /// (`hydra_saturation.csv`). + pub answers_any_subgrouping: bool, + /// Answers without error, so its accuracy comes from the cost table + /// rather than a saturation curve. + pub exact: bool, + /// The accuracy key this variant's comparator reports, and which way it + /// runs. `None` only for [`KEY_TRACKER_FAMILY`], which is never checked. + pub accuracy: Option<(&'static str, AccuracyDirection)>, +} + +/// Panics on a variant with no entry: guessing would misprice it. +/// Accuracy keys are the metrics `study_saturation.py` records per variant, +/// which every cost-table row names as its `accuracy_metric`. +pub fn family_properties(variant: &str) -> FamilyProperties { + use AccuracyDirection::{HigherIsBetter, LowerIsBetter}; + let one_sketch_per_group = |metric, direction| FamilyProperties { + mergeable_across_windows: true, + mergeable_across_groups: true, + one_fixed_size_sketch_for_all_groups: false, + needs_delta_set_key_tracker: false, + answers_any_subgrouping: false, + exact: false, + accuracy: Some((metric, direction)), + }; + // One grid holds every group; a DeltaSet lists the keys to probe. + let hydra = |metric| FamilyProperties { + mergeable_across_windows: true, + mergeable_across_groups: false, + one_fixed_size_sketch_for_all_groups: true, + needs_delta_set_key_tracker: true, + answers_any_subgrouping: true, + exact: false, + accuracy: Some((metric, LowerIsBetter)), + }; + // `relative_error` is the worst group's, not `relative_error_mean`. + let exact = FamilyProperties { + exact: true, + ..one_sketch_per_group("relative_error", LowerIsBetter) + }; + match variant { + "exact-sum" | "exact-min" | "exact-max" => exact, + // Not rolled up: its merge joins two pieces of one counter in time + // (the later start after a drop is a reset), so merging two groups' + // counters is wrong. A coarse increase is the sum of per-series + // increases, which needs per-series state and a sum, not this merge. + "exact-increase" => FamilyProperties { + mergeable_across_groups: false, + ..exact + }, + KEY_TRACKER_FAMILY => FamilyProperties { + accuracy: None, + ..exact + }, + "hll" | "univmon-cardinality" => one_sketch_per_group("relative_error", LowerIsBetter), + "kll-percall" => one_sketch_per_group("mean_rank_err", LowerIsBetter), + "dd" => one_sketch_per_group("mean_relative_value_error", LowerIsBetter), + "cms-heap-topk-fastpath-vector2d" + | "countsketch-heap-topk-fastpath-vector2d" + | "univmon-topk" => FamilyProperties { + mergeable_across_groups: false, + ..one_sketch_per_group("precision_at_k", HigherIsBetter) + }, + "hydra-hll" | "hydra-univmon-cardinality" => hydra("relative_error"), + "hydra-kll" => hydra("mean_rank_err"), + _ => panic!("{variant} has no FamilyProperties; add it to family_properties"), + } +} + +/// Facts about one metric, given as input. RAQEs and deployments on the same +/// metric read the same samples. +#[derive(Debug, Clone)] +pub struct MetricFacts { + /// Every label the metric's series carry. + pub labels: LabelSet, + /// Each series yields one sample per scrape. + pub scrape_interval_ms: Millis, + /// `card(X)`: distinct value combinations of each label set `X` in use. + /// Must include `labels` itself, whose cardinality is the series count. + /// A label set never has more groups than any superset of it. + pub cardinality: BTreeMap, + /// `(lo, hi)`: smallest and largest positive sample value, if known. + /// Sizes DDSketch; without it, DDSketch keeps the measured memory. + pub value_range: Option<(f64, f64)>, + /// Fitted data parameters per grouping `G`, for reading sketch accuracy + /// off the saturation curves. Without one, no sketch serves `G`. + pub data_shape: BTreeMap, + /// The `hydra_saturation.csv` dataset whose schema and shares match this + /// metric's, and that schema `Λ` (its labels; `cardinality` must hold + /// it). Hydra grids are built only over `Λ`, the width the study + /// measures, from cost rows measured on the dataset. Without one, no + /// Hydra candidate is built on the metric. + pub hydra_dataset: Option<(String, LabelSet)>, +} + +impl MetricFacts { + /// `λ`: samples/sec across all of the metric's series. + pub fn arrival_rate_per_sec(&self) -> f64 { + self.cardinality[&self.labels] as f64 / secs(self.scrape_interval_ms) + } +} + +/// [`MetricFacts`] keyed by metric name. +pub type WorkloadFacts = BTreeMap; + +/// Every problem with `raqes` and the `facts` serving them. The rest of the +/// crate indexes `facts` without checks, so call this first on caller input. +pub fn validate_facts(raqes: &[Raqe], facts: &WorkloadFacts) -> Result<(), Vec> { + let mut problems = BTreeSet::new(); + for raqe in raqes { + let id = &raqe.id; + if raqe.lookback_ms == 0 || raqe.interval_ms == 0 { + problems.insert(format!("{id}: lookback and interval must be nonzero")); + } + if !raqe.spatial_filter.is_empty() { + problems.insert(format!("{id}: spatial filters are not supported yet")); + } + // An SLA no candidate's metric can meet would read as "unservable" + // rather than bad input. Every metric is >= 0, and every + // higher-is-better one is a fraction (precision), so its floor is <= 1. + let sla = raqe.accuracy_sla; + let floors_a_fraction = raqe.capability.families().iter().any(|family| { + family_properties(family) + .accuracy + .is_some_and(|(_, direction)| direction == AccuracyDirection::HigherIsBetter) + }); + let max = if floors_a_fraction { + 1.0 + } else { + f64::INFINITY + }; + if !(sla.is_finite() && (0.0..=max).contains(&sla)) { + problems.insert(format!("{id}: accuracy SLA {sla} is outside [0, {max}]")); + } + if let Some(limit) = raqe.latency_sla_ms { + if !(limit.is_finite() && limit > 0.0) { + problems.insert(format!("{id}: latency SLA {limit} ms is not positive")); + } + } + let (metric, grouping) = (&raqe.metric, &raqe.grouping_labels); + let Some(metric_facts) = facts.get(metric) else { + problems.insert(format!("{metric}: no facts for this metric")); + continue; + }; + let all_labels = &metric_facts.labels; + let cardinality = &metric_facts.cardinality; + let scrape_ms = metric_facts.scrape_interval_ms; + if scrape_ms == 0 { + problems.insert(format!("{metric}: scrape interval is 0")); + } else if !(raqe.lookback_ms.is_multiple_of(scrape_ms) + && raqe.interval_ms.is_multiple_of(scrape_ms)) + { + problems.insert(format!( + "{id}: lookback {} ms and interval {} ms must be multiples of the {scrape_ms} ms scrape interval", + raqe.lookback_ms, raqe.interval_ms + )); + } + if let Some((lo, hi)) = metric_facts.value_range { + if !(lo > 0.0 && hi >= lo && hi.is_finite()) { + problems.insert(format!( + "{metric}: value range ({lo}, {hi}) needs 0 < lo <= hi < inf" + )); + } + } + if !grouping.is_subset(all_labels) { + problems.insert(format!( + "{metric}: grouping {grouping:?} is not a subset of its labels {all_labels:?}" + )); + } + for labels in [grouping, all_labels] { + match cardinality.get(labels) { + None => problems.insert(format!("{metric}: no cardinality for {labels:?}")), + Some(0) => problems.insert(format!("{metric}: cardinality of {labels:?} is 0")), + Some(_) => false, + }; + } + if let Some((_, schema)) = &metric_facts.hydra_dataset { + if !schema.is_subset(all_labels) { + problems.insert(format!( + "{metric}: Hydra schema {schema:?} is not a subset of its labels {all_labels:?}" + )); + } + if cardinality.get(schema).is_none_or(|&groups| groups == 0) { + problems.insert(format!( + "{metric}: Hydra schema {schema:?} needs a nonzero cardinality" + )); + } + } + } + // Dropping labels never adds groups. A roll-up's merge count, + // `card(G_d) · L/x − card(G_r)`, relies on it, so it is checked between + // the label sets a plan can use: every RAQE grouping on the metric, and + // its full label set. A label set no RAQE groups by is never read. + let mut used: BTreeMap<&str, BTreeSet<&LabelSet>> = BTreeMap::new(); + for raqe in raqes { + if let Some(metric_facts) = facts.get(&raqe.metric) { + used.entry(&raqe.metric) + .or_insert_with(|| BTreeSet::from([&metric_facts.labels])) + .insert(&raqe.grouping_labels); + } + } + for (metric, label_sets) in &used { + let cardinality = &facts[*metric].cardinality; + for coarse in label_sets { + for fine in label_sets { + if let (Some(&coarse_groups), Some(&fine_groups)) = + (cardinality.get(*coarse), cardinality.get(*fine)) + { + if coarse.is_subset(fine) && coarse_groups > fine_groups { + problems.insert(format!( + "{metric}: {coarse:?} has {coarse_groups} groups but its superset \ + {fine:?} only {fine_groups}" + )); + } + } + } + } + } + if problems.is_empty() { + Ok(()) + } else { + Err(problems.into_iter().collect()) + } +} + +/// Which way an accuracy metric runs. Most comparators report an error +/// (lower better); top-k reports `precision_at_k`/`recall_at_k` (higher +/// better), so its tolerance is a floor. +/// +/// Named per family in [`family_properties`], never inferred from the metric +/// name: an unanticipated name would get a silent wrong default, and the +/// failure mode is a hard constraint accepting exactly what it should reject. +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub enum AccuracyDirection { + /// `measured <= tolerance` passes -- the metric is an error. + LowerIsBetter, + /// `measured >= tolerance` passes -- the metric is a score. + HigherIsBetter, +} + +/// One repeating query expression. +#[derive(Debug, Clone)] +pub struct Raqe { + pub id: String, + pub capability: Capability, + /// `L_i`. + pub lookback_ms: Millis, + /// `T_i`: how often this RAQE is queried. + pub interval_ms: Millis, + pub metric: String, + /// Series selector beyond the metric name, as canonical PromQL matcher + /// text; empty for none. Part of stream identity, compared as an opaque + /// string. + // ponytail: validate_facts rejects non-empty filters until facts carry + // per-filter cardinality; without it a filtered stream is costed as the + // whole metric. + pub spatial_filter: String, + /// `G`: the query's group-by labels. + pub grouping_labels: LabelSet, + /// `tol_i`: hard constraint on each candidate's own + /// [accuracy metric](FamilyProperties::accuracy), a ceiling or a floor by + /// its direction. One number means different guarantees across metrics + /// (sketch-bench#172). + pub accuracy_sla: f64, + /// Hard ceiling on modeled query latency; `None` for no limit. Only the + /// MILP enforces it. + pub latency_sla_ms: Option, + /// A top-k RAQE's `k`; `None` means [`TOPK_K`]. Ignored for other + /// capabilities. + pub topk_k: Option, + /// The groups the accuracy SLA covers: those holding at least this + /// share of the metric's records, plus always the largest; `None` for + /// every group. Read only by Hydra's accuracy, measured per coverage. + pub accuracy_covers_share: Option, +} + +impl Raqe { + /// The `k` this RAQE asks for: its [`Raqe::topk_k`], else [`TOPK_K`]. + pub fn topk_k(&self) -> u64 { + self.topk_k.unwrap_or(TOPK_K) + } + + /// Whether `accuracy`, in `sketch`'s [`accuracy_key`], clears the SLA. + /// Unknown or non-finite never passes. The MILP's eligibility and the + /// AutoSketch baseline both decide here. + pub fn meets_sla(&self, sketch: &str, accuracy: Option) -> bool { + let (_, direction) = accuracy_key(sketch); + accuracy.is_some_and(|value| { + value.is_finite() + && match direction { + AccuracyDirection::LowerIsBetter => value <= self.accuracy_sla, + AccuracyDirection::HigherIsBetter => value >= self.accuracy_sla, + } + }) + } +} + +/// `sketch`'s [accuracy metric](FamilyProperties::accuracy) and direction. +/// Panics for [`KEY_TRACKER_FAMILY`], which is never a candidate. +pub fn accuracy_key(sketch: &str) -> (&'static str, AccuracyDirection) { + family_properties(sketch) + .accuracy + .unwrap_or_else(|| panic!("{sketch} has no accuracy metric, so it can't be a candidate")) +} + +/// The accuracy `raqe` gets from a deployment, or `None` when unknown -- +/// unknown never passes. Production uses +/// [`saturation::SaturationCurves::accuracy`]. +pub type Accuracy<'a> = dyn Fn(&Raqe, &Deployment) -> Option + 'a; + +/// The cost table's measured value, which is the exact accumulators' +/// accuracy: they merge without loss, so the window size doesn't matter. +pub fn table_accuracy(_raqe: &Raqe, deployment: &Deployment) -> Option { + Some(row_accuracy(&deployment.config)) +} + +/// `config`'s accuracy: its `query_accuracy[accuracy_metric]`. Panics when +/// `accuracy_metric` isn't its family's [`accuracy_key`] or the score is +/// missing: either means the cost export is broken. +pub fn row_accuracy(config: &AtomicCostEntry) -> f64 { + let (metric, _) = accuracy_key(&config.sketch); + assert_eq!( + config.accuracy_metric, metric, + "{} {}: the row's accuracy_metric isn't its family's; the cost export is broken", + config.sketch, config.sketch_config + ); + config.accuracy().unwrap_or_else(|| { + panic!( + "{} {} has no {metric}; the cost export is broken", + config.sketch, config.sketch_config + ) + }) +} + +/// A candidate deployment (`rqe-optimizer/docs/rqe_optimizer_candidates.md`): one configuration, one grouped stream, and a +/// sliding sketch window. Retention is an execution/storage concern, not an +/// optimizer candidate dimension. +#[derive(Debug, Clone, PartialEq)] +pub struct Deployment { + pub capability: Capability, + pub metric: String, + pub spatial_filter: String, + /// `G`: one instance per group, per window, unless the family keeps one + /// for all groups. + pub grouping_labels: LabelSet, + pub config: AtomicCostEntry, + /// `x`: materialized sketch-window size. + pub window_ms: Millis, + /// `y`: materialized sketch slide. + pub slide_ms: Millis, + /// The [`KEY_TRACKER_FAMILY`] row, for a family that + /// [needs one](FamilyProperties::needs_delta_set_key_tracker). + pub key_tracker: Option, +} + +impl Deployment { + pub fn properties(&self) -> FamilyProperties { + family_properties(&self.config.sketch) + } + + /// Number of active overlapping instances receiving each item. + pub fn active_instance_count(&self) -> Option { + if self.slide_ms == 0 || !self.window_ms.is_multiple_of(self.slide_ms) { + return None; + } + Some(self.window_ms / self.slide_ms) + } + + /// Number of non-overlapping instances merged for one query window. + pub fn query_instance_count(&self, lookback_ms: Millis) -> Option { + if self.window_ms == 0 || !lookback_ms.is_multiple_of(self.window_ms) { + return None; + } + Some(lookback_ms / self.window_ms) + } + + /// The heap a heap top-k deployment needs to serve `lookback_ms`: `m · k` + /// for its `m` merged windows. `None` when the lookback isn't whole + /// windows. + pub fn heap_needed(&self, lookback_ms: Millis, k: u64) -> Option { + heap_needed(lookback_ms, self.window_ms, k) + } + + /// Closed instances kept to serve a lookback: those wholly inside it, + /// which start in `[now − L, now − x]`, so `(L − x) / y + 1`. + pub fn closed_instance_count(&self, lookback_ms: Millis) -> Option { + self.query_instance_count(lookback_ms)?; + self.active_instance_count()?; + Some((lookback_ms - self.window_ms) / self.slide_ms + 1) + } +} + +/// A full mapping: one deployment index (into the `deployments` slice passed +/// to `enumerate::brute_force`) per RAQE, aligned with the `raqes` slice's +/// order. `z_{i,D} = 1 <=> mapping[i] == D`'s index; `u_D = 1 <=>` `D`'s +/// index appears anywhere in `mapping` -- `y` is never stored +/// separately, it's always derived from `mapping`. +pub type Mapping = Vec; + +/// Fixtures shared by the unit tests: one metric `m`, grouped by nothing, +/// served by top-k. +#[cfg(test)] +pub(crate) mod test_support { + use super::*; + + pub const METRIC: &str = "m"; + + /// Clears an SLA of 0.5 on every family's metric: errors 0, precision 1, + /// so a row renamed to any family stays feasible. + pub fn perfect_accuracy() -> BTreeMap { + [ + "relative_error", + "mean_rank_err", + "mean_relative_value_error", + ] + .map(|metric| (metric.to_string(), 0.0)) + .into_iter() + .chain([("precision_at_k".to_string(), 1.0)]) + .collect() + } + + /// The accuracy metric a row of `sketch` names: its family's. + pub fn metric_of(sketch: &str) -> String { + accuracy_key(sketch).0.to_string() + } + + /// Where a fixture row was "measured": the cost table's canonical point. + pub fn measured_at() -> aqpbm_core::MeasuredAt { + aqpbm_core::MeasuredAt { + items_per_instance: 1_000_000, + keys_per_instance: Some(10_000), + value_range: None, + merge_operand_items: None, + distribution: None, + dataset: None, + schema_width: None, + } + } + + /// `groups` groups and `series` raw series scraped every second, so + /// `λ = series`. Not validated: unit tests set `groups` freely. + pub fn facts(groups: u64, series: u64) -> WorkloadFacts { + let labels = LabelSet::from(["series".to_string()]); + WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: labels.clone(), + scrape_interval_ms: 1_000, + cardinality: BTreeMap::from([(LabelSet::new(), groups), (labels, series)]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]) + } + + pub fn raqe(lookback_ms: Millis, interval_ms: Millis) -> Raqe { + Raqe { + id: "r".into(), + capability: Capability::TopKByValue, + lookback_ms, + interval_ms, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + accuracy_sla: 0.5, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } + } + + /// Per-instance memory and insert/merge/query CPU, then window and slide. + pub fn deployment( + memory: f64, + insert: f64, + merge: f64, + query: f64, + window_ms: Millis, + slide_ms: Millis, + ) -> Deployment { + Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: AtomicCostEntry { + sketch: "cms-heap-topk-fastpath-vector2d".into(), + // A heap that holds any merge, so heap top-k fixtures merge freely. + sketch_config: serde_json::json!({"params": {"heap": 1u64 << 40}}), + mem_bytes_per_instance: memory, + insert_cpu_secs: insert, + merge_cpu_secs: merge, + query_cpu_secs: query, + query_accuracy: perfect_accuracy(), + accuracy_metric: "precision_at_k".into(), + measured_at: measured_at(), + }, + window_ms, + slide_ms, + key_tracker: None, + } + } + + pub fn label_set(names: &[&str]) -> LabelSet { + names.iter().map(|name| name.to_string()).collect() + } + + /// 5 services × 10 endpoints, one series per endpoint, scraped every + /// second: the coarse and fine groupings of a roll-up. + pub fn service_endpoint_facts() -> WorkloadFacts { + let service = label_set(&["service"]); + let service_endpoint = label_set(&["service", "endpoint"]); + WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: service_endpoint.clone(), + scrape_interval_ms: 1_000, + cardinality: BTreeMap::from([(service, 5), (service_endpoint, 50)]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]) + } + + /// A per-group KLL deployment by `grouping`, every per-instance cost 1. + pub fn kll_by(grouping: &[&str], window_ms: Millis) -> Deployment { + let base = deployment(1.0, 1.0, 1.0, 1.0, window_ms, window_ms); + Deployment { + capability: Capability::Quantile, + grouping_labels: label_set(grouping), + config: AtomicCostEntry { + sketch: "kll-percall".into(), + sketch_config: serde_json::json!({"params": {"k": 200}}), + accuracy_metric: metric_of("kll-percall"), + ..base.config + }, + ..base + } + } + + pub fn quantile_by(grouping: &[&str], lookback_ms: Millis, interval_ms: Millis) -> Raqe { + Raqe { + capability: Capability::Quantile, + grouping_labels: label_set(grouping), + ..raqe(lookback_ms, interval_ms) + } + } +} + +#[cfg(test)] +mod tests { + use super::*; + use test_support::{deployment, raqe, METRIC}; + + fn labels(names: &[&str]) -> LabelSet { + names.iter().map(|s| s.to_string()).collect() + } + + /// One quantile SLA: KLL is checked by rank error, DD by relative value + /// error, each against the same number. + #[test] + fn one_quantile_raqe_checks_each_family_by_its_own_metric() { + let r = Raqe { + capability: Capability::Quantile, + accuracy_sla: 0.05, + ..raqe(60_000, 60_000) + }; + let row = |sketch: &str, metric: &str, value: f64| AtomicCostEntry { + sketch: sketch.into(), + query_accuracy: BTreeMap::from([(metric.to_string(), value)]), + accuracy_metric: metric.to_string(), + ..deployment(0.0, 0.0, 0.0, 0.0, 60_000, 60_000).config + }; + let ok = |c: AtomicCostEntry| r.meets_sla(&c.sketch, Some(row_accuracy(&c))); + assert!(ok(row("kll-percall", "mean_rank_err", 0.01))); + assert!(!ok(row("kll-percall", "mean_rank_err", 0.1))); + assert!(ok(row("dd", "mean_relative_value_error", 0.01))); + assert!(!ok(row("dd", "mean_relative_value_error", 0.1))); + } + + /// DD omits its metric when every true quantile is 0; a row without it + /// must not pass, nor be skipped silently. + #[test] + #[should_panic(expected = "has no mean_relative_value_error")] + fn a_row_missing_its_familys_metric_panics() { + let config = AtomicCostEntry { + sketch: "dd".into(), + query_accuracy: BTreeMap::from([("mean_rank_err".to_string(), 0.0)]), + accuracy_metric: "mean_relative_value_error".into(), + ..deployment(0.0, 0.0, 0.0, 0.0, 60_000, 60_000).config + }; + row_accuracy(&config); + } + + /// The row's declared metric is the one read, and it must be the + /// family's: a row naming another is a broken export, not a guess. + #[test] + #[should_panic(expected = "the row's accuracy_metric isn't its family's")] + fn a_row_naming_another_metric_panics() { + let config = AtomicCostEntry { + sketch: "kll-percall".into(), + query_accuracy: BTreeMap::from([("max_rank_err".to_string(), 0.0)]), + accuracy_metric: "max_rank_err".into(), + ..deployment(0.0, 0.0, 0.0, 0.0, 60_000, 60_000).config + }; + row_accuracy(&config); + } + + #[test] + fn every_deployable_family_serves_a_capability() { + for family in DEPLOYABLE_FAMILIES { + assert!( + Capability::ALL + .iter() + .any(|c| c.families().contains(family)), + "{family} serves no capability" + ); + } + } + + #[test] + fn every_family_has_properties() { + for capability in Capability::ALL { + for family in capability.families() { + family_properties(family); + } + } + family_properties(KEY_TRACKER_FAMILY); + } + + #[test] + fn closed_instances_lie_wholly_inside_the_lookback() { + // 10-minute windows every minute, over an hour: starts in minutes + // [now − 60, now − 10]. + let sliding = deployment(1.0, 1.0, 1.0, 1.0, 600_000, 60_000); + assert_eq!(sliding.closed_instance_count(3_600_000), Some(51)); + assert_eq!(sliding.closed_instance_count(600_000), Some(1)); + assert_eq!(sliding.closed_instance_count(900_000), None); // not tiled by x + } + + #[test] + fn arrival_rate_is_series_over_scrape_interval() { + let metric_facts = MetricFacts { + scrape_interval_ms: 15_000, + ..test_support::facts(4, 600)[METRIC].clone() + }; + assert_eq!(metric_facts.arrival_rate_per_sec(), 40.0); + } + + #[test] + fn valid_facts_pass() { + let facts = WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: labels(&["service", "endpoint"]), + scrape_interval_ms: 15_000, + cardinality: BTreeMap::from([ + (labels(&["service"]), 5), + (labels(&["service", "endpoint"]), 50), + ]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]); + let r = Raqe { + grouping_labels: labels(&["service"]), + ..raqe(60_000, 60_000) + }; + assert_eq!(validate_facts(&[r], &facts), Ok(())); + } + + #[test] + fn reports_every_problem_at_once() { + let facts = WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: labels(&["service"]), + scrape_interval_ms: 0, + cardinality: BTreeMap::from([(labels(&["service"]), 0)]), + value_range: Some((0.0, 1.0)), + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]); + let raqes = [ + Raqe { + metric: "missing".into(), + ..raqe(60_000, 60_000) + }, + Raqe { + grouping_labels: labels(&["pod"]), + ..raqe(60_000, 60_000) + }, + Raqe { + id: "filtered".into(), + grouping_labels: labels(&["service"]), + spatial_filter: r#"{job="api"}"#.into(), + latency_sla_ms: Some(f64::NAN), + ..raqe(60_000, 60_000) + }, + ]; + let problems = validate_facts(&raqes, &facts).unwrap_err(); + let has = |needle: &str| problems.iter().any(|p| p.contains(needle)); + assert!(has("missing: no facts")); + assert!(has("scrape interval is 0")); + assert!(has("not a subset")); + assert!(has("no cardinality for {\"pod\"}")); + assert!(has("cardinality of {\"service\"} is 0")); + assert!(has("filtered: spatial filters are not supported")); + assert!(has("filtered: latency SLA NaN ms is not positive")); + assert!(has("value range (0, 1) needs 0 < lo <= hi < inf")); + assert_eq!(problems.len(), 8, "{problems:?}"); + } + + #[test] + fn rejects_zero_and_scrape_unaligned_times() { + // 1 s scrape. 3_600 looks like seconds left unconverted. + let raqes = [ + Raqe { + id: "zero".into(), + ..raqe(0, 60_000) + }, + Raqe { + id: "unaligned".into(), + ..raqe(3_600, 60_000) + }, + ]; + let problems = validate_facts(&raqes, &test_support::facts(1, 1)).unwrap_err(); + assert_eq!(problems.len(), 2, "{problems:?}"); + assert!(problems[0].starts_with("unaligned: lookback 3600 ms")); + assert!(problems[1].starts_with("zero: lookback and interval must be nonzero")); + } + + /// No metric can meet a negative SLA, nor a precision floor above 1; an + /// error ceiling above 1 is merely loose. + #[test] + fn rejects_an_accuracy_sla_no_metric_can_meet() { + let sla = |id: &str, capability, accuracy_sla| Raqe { + id: id.into(), + capability, + accuracy_sla, + ..raqe(60_000, 60_000) + }; + let raqes = [ + sla("negative", Capability::Quantile, -0.1), + sla("nan", Capability::Quantile, f64::NAN), + sla("precision_above_1", Capability::TopKByValue, 1.5), + sla("loose_error", Capability::Cardinality, 1.5), + sla("exact_precision", Capability::TopKByValue, 1.0), + ]; + let problems = validate_facts(&raqes, &test_support::facts(1, 1)).unwrap_err(); + assert_eq!( + problems, + [ + "nan: accuracy SLA NaN is outside [0, inf]", + "negative: accuracy SLA -0.1 is outside [0, inf]", + "precision_above_1: accuracy SLA 1.5 is outside [0, 1]", + ] + ); + } + + /// Facts where `(service)` has more groups than its superset + /// `(service, endpoint)`, and `(pod)` has none at all. + fn inconsistent_facts() -> WorkloadFacts { + WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: labels(&["service", "endpoint", "pod"]), + scrape_interval_ms: 15_000, + cardinality: BTreeMap::from([ + (labels(&["service"]), 60), + (labels(&["service", "endpoint"]), 50), + (labels(&["pod"]), 0), + (labels(&["service", "endpoint", "pod"]), 30_000), + ]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]) + } + + /// Between two RAQE groupings, the subset may not have more groups. + #[test] + fn rejects_a_used_label_set_with_more_groups_than_a_used_superset() { + let grouped = |l: &[&str]| Raqe { + grouping_labels: labels(l), + ..raqe(60_000, 60_000) + }; + assert_eq!( + validate_facts( + &[grouped(&["service"]), grouped(&["service", "endpoint"])], + &inconsistent_facts() + ) + .unwrap_err(), + [format!( + "{METRIC}: {{\"service\"}} has 60 groups but its superset \ + {{\"endpoint\", \"service\"}} only 50" + )] + ); + } + + /// A RAQE grouping may not have more groups than the series. + #[test] + fn rejects_a_grouping_with_more_groups_than_series() { + let mut facts = inconsistent_facts(); + let cardinality = &mut facts.get_mut(METRIC).unwrap().cardinality; + cardinality.insert(labels(&["service", "endpoint", "pod"]), 40); + let r = Raqe { + grouping_labels: labels(&["service"]), + ..raqe(60_000, 60_000) + }; + assert_eq!( + validate_facts(&[r], &facts).unwrap_err(), + [format!( + "{METRIC}: {{\"service\"}} has 60 groups but its superset \ + {{\"endpoint\", \"pod\", \"service\"}} only 40" + )] + ); + } + + /// Label sets no RAQE groups by are never read, so inconsistencies there + /// don't reject the workload. + #[test] + fn ignores_label_sets_no_raqe_uses() { + let r = Raqe { + grouping_labels: labels(&["service"]), + ..raqe(60_000, 60_000) + }; + assert_eq!(validate_facts(&[r], &inconsistent_facts()), Ok(())); + } + + /// Hydra's schema must be the metric's labels with a known group count. + #[test] + fn rejects_a_hydra_schema_outside_the_labels_or_without_cardinality() { + let mut facts = test_support::facts(1, 1); + let metric_facts = facts.get_mut(METRIC).unwrap(); + let mut outside = metric_facts.labels.clone(); + outside.insert("pod".into()); + metric_facts.hydra_dataset = Some(("hydra_test".into(), outside.clone())); + let problems = validate_facts(&[raqe(60_000, 60_000)], &facts).unwrap_err(); + assert_eq!( + problems, + [ + format!( + "{METRIC}: Hydra schema {outside:?} is not a subset of its labels {:?}", + facts[METRIC].labels + ), + format!("{METRIC}: Hydra schema {outside:?} needs a nonzero cardinality"), + ] + ); + let metric_facts = facts.get_mut(METRIC).unwrap(); + let schema = metric_facts.labels.clone(); + metric_facts.cardinality.insert(schema.clone(), 0); + metric_facts.hydra_dataset = Some(("hydra_test".into(), schema)); + let problems = validate_facts(&[raqe(60_000, 60_000)], &facts).unwrap_err(); + assert!( + problems.iter().any(|p| p.contains("Hydra schema")), + "{problems:?}" + ); + } +} diff --git a/rqe-optimizer/src/milp.rs b/rqe-optimizer/src/milp.rs new file mode 100644 index 00000000..7aafd45d --- /dev/null +++ b/rqe-optimizer/src/milp.rs @@ -0,0 +1,824 @@ +//! MILP solver for one scalarized RAQE deployment optimization. +//! +//! Candidate construction is documented in `rqe-optimizer/docs/rqe_optimizer_candidates.md` +//! and the cost model in `rqe-optimizer/docs/rqe_optimizer_cost_model.md`. It avoids +//! enumerating the Cartesian product of eligible deployment choices. + +use crate::analytical_cost_model::{self, score, PhaseCost, PlanCost, BYTES_PER_GIB}; +use crate::candidates::eligible_deployments_for; +use crate::{Accuracy, Deployment, Mapping, Raqe, WorkloadFacts}; +use good_lp::{ + default_solver, variable, Expression, ProblemVariables, ResolutionError, Solution, SolverModel, + Variable, +}; + +/// What a [`minimize`] solve minimizes. Eligibility, assignment and activation +/// rows, and latency SLAs are the same for every objective. +#[derive(Debug, Clone, Copy, PartialEq)] +pub enum Objective { + /// `w_cpu · CPU + w_mem · memory`. CPU is mean CPU-sec/sec, the area under + /// the load curve, so bursts are not priced. Memory is GiB summed over + /// every phase, as if every query evaluates at once. + AUCCost { w_cpu: f64, w_mem: f64 }, +} + +impl Default for Objective { + /// CPU only, until memory gets a price. + fn default() -> Self { + Objective::AUCCost { + w_cpu: 1.0, + w_mem: 0.0, + } + } +} + +impl Objective { + pub fn value(&self, plan_cost: &PlanCost) -> f64 { + self.weigh(PhaseCost { + cpu_secs_per_sec: plan_cost.cpu_secs_per_sec(), + memory_bytes: plan_cost.memory_bytes(), + }) + } + + fn weigh(&self, cost: PhaseCost) -> f64 { + let Objective::AUCCost { w_cpu, w_mem } = *self; + w_cpu * cost.cpu_secs_per_sec + w_mem * cost.memory_bytes / BYTES_PER_GIB + } +} + +/// The solved plan: the deployments to run and which one serves each RAQE. +#[derive(Debug, Clone)] +pub struct MilpSolution { + /// Active deployments only, in order of the first RAQE each serves. + pub deployments: Vec, + /// Index-aligned with the input RAQE slice. + pub raqes: Vec, + pub plan_cost: PlanCost, +} + +#[derive(Debug, Clone)] +pub struct PlannedDeployment { + pub deployment: Deployment, + /// Windows kept per group (per sketch, not × `card(G)`): `x/y` open plus + /// `(L − x)/y + 1` closed, for the longest lookback `L` it serves. + pub retained_instance_count: u64, +} + +#[derive(Debug, Clone)] +pub struct PlannedRaqe { + /// Index into [`MilpSolution::deployments`]. + pub deployment: usize, + /// `n = L/x` windows merged per query; 1 means Direct, more means Merge. + /// A roll-up (the RAQE's grouping differs from its deployment's) also + /// merges each coarse group's fine groups, even when `n = 1`. + pub merged_instance_count: u64, +} + +/// Minimize `objective` subject to each RAQE's latency SLA. `facts` must pass +/// [`crate::validate_facts`]. Missing eligible deployments are a caller input +/// error; use `enumerate::unservable` to report them before calling this +/// function. +pub fn minimize( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + objective: Objective, + accuracy: &Accuracy, +) -> Result { + let eligible: Vec> = raqes + .iter() + .map(|raqe| eligible_deployments_for(raqe, deployments, facts, accuracy)) + .collect(); + assert!( + eligible.iter().all(|choices| !choices.is_empty()), + "cannot solve a workload with an unservable RAQE" + ); + + let mut variables = ProblemVariables::new(); + let active: Vec = deployments + .iter() + .map(|_| variables.add(variable().binary())) + .collect(); + let assignments: Vec> = eligible + .iter() + .map(|choices| { + choices + .iter() + .map(|&deployment_index| (deployment_index, variables.add(variable().binary()))) + .collect() + }) + .collect(); + // Weighted storage cost per deployment: the max over the RAQEs it serves. + let deployment_storage_cost: Vec = deployments + .iter() + .map(|_| variables.add(variable().min(0))) + .collect(); + + // Ingest is paid once per active deployment, merge and query once per + // assignment, and storage once per deployment for its longest lookback. + let ingest_cost: Vec = deployments + .iter() + .map(|deployment| objective.weigh(analytical_cost_model::ingest(deployment, facts))) + .collect(); + let merge_and_query_cost = |raqe: &Raqe, deployment: &Deployment| { + objective.weigh(analytical_cost_model::merge(raqe, deployment, facts)) + + objective.weigh(analytical_cost_model::query(raqe, deployment, facts)) + }; + let storage_cost_for_raqe_and_deployment = |raqe: &Raqe, deployment: &Deployment| { + objective.weigh(PhaseCost { + cpu_secs_per_sec: 0.0, + memory_bytes: analytical_cost_model::storage_bytes(raqe, deployment, facts), + }) + }; + + // Real plans cost ~1e-6 CPU-sec/sec and read in microseconds, below + // HiGHS's absolute gap (1e-6) and feasibility tolerance (1e-7). So costs + // are divided by `reference`, a plan's cost without sharing (each RAQE on + // its cheapest deployment), and latency SLAs become exclusions. The + // result is re-scored on real costs. + let reference: f64 = raqes + .iter() + .zip(&eligible) + .map(|(raqe, choices)| { + choices + .iter() + .map(|&deployment_index| { + let deployment = &deployments[deployment_index]; + ingest_cost[deployment_index] + + merge_and_query_cost(raqe, deployment) + + storage_cost_for_raqe_and_deployment(raqe, deployment) + }) + .fold(f64::INFINITY, f64::min) + }) + .sum(); + let reference = if reference.is_normal() { + reference + } else { + 1.0 + }; + + let mut goal: Expression = deployment_storage_cost.iter().sum(); + for (&cost, &active_variable) in ingest_cost.iter().zip(&active) { + goal.add_mul(cost / reference, active_variable); + } + for (raqe_index, choices) in assignments.iter().enumerate() { + for &(deployment_index, assignment) in choices { + goal.add_mul( + merge_and_query_cost(&raqes[raqe_index], &deployments[deployment_index]) + / reference, + assignment, + ); + } + } + + let mut model = variables.minimise(goal).using(default_solver); + for (raqe_index, choices) in assignments.iter().enumerate() { + let assignment_sum: Expression = choices.iter().map(|(_, variable)| *variable).sum(); + model.add_constraint(assignment_sum.eq(1)); + + for &(deployment_index, assignment) in choices { + let raqe = &raqes[raqe_index]; + let deployment = &deployments[deployment_index]; + model.add_constraint((assignment - active[deployment_index]).leq(0)); + // Zero when `w_mem` is 0; such a row can never bind. + let scaled_storage_cost = + storage_cost_for_raqe_and_deployment(raqe, deployment) / reference; + if scaled_storage_cost > 0.0 { + model.add_constraint( + (scaled_storage_cost * assignment - deployment_storage_cost[deployment_index]) + .leq(0), + ); + } + // Each RAQE takes exactly one deployment, so its latency SLA just + // forbids the choices over it. Comparing in f64 here, not in the + // solver, keeps µs latencies clear of its feasibility tolerance. + let latency_ms = analytical_cost_model::query_latency_ms(raqe, deployment, facts); + if raqe.latency_sla_ms.is_some_and(|limit| latency_ms > limit) { + model.add_constraint(Expression::from(assignment).leq(0)); + } + } + } + + for (deployment_index, active_variable) in active.iter().enumerate() { + let assignments_using_deployment: Expression = assignments + .iter() + .flat_map(|choices| choices.iter()) + .filter(|(index, _)| *index == deployment_index) + .map(|(_, assignment)| *assignment) + .sum(); + model.add_constraint((*active_variable - assignments_using_deployment).leq(0)); + } + + let solved = model.solve()?; + let mapping = assignments + .iter() + .map(|choices| { + choices + .iter() + .find_map(|&(deployment_index, assignment)| { + (solved.value(assignment) > 0.5).then_some(deployment_index) + }) + .expect("MILP assigns exactly one deployment to every RAQE") + }) + .collect(); + let plan_cost = score(raqes, deployments, &mapping, facts); + let (deployments, raqes) = plan(raqes, deployments, &mapping); + Ok(MilpSolution { + deployments, + raqes, + plan_cost, + }) +} + +/// Relative slack when comparing a chain with a latency bound, so float error +/// in summing µs-scale work can't rule out a chain equal to the bound. +const LATENCY_SLACK: f64 = 1e-9; + +/// A [`minimize_usage_cost`] solution, with its cost billed by use and its +/// latency. +#[derive(Debug, Clone)] +pub struct UsageSolution { + pub milp: MilpSolution, + /// One candidate index per RAQE. + pub mapping: Mapping, + pub cost: crate::usage::UsageCost, +} + +/// Minimize the cost billed by use, `w_cpu · AUC(CPU) + w_mem · AUC(memory)` +/// (per vCPU, per GiB; `rqe-optimizer/docs/rqe_optimizer_cost_model.md`, "Cost by use and +/// batch latency"). The latency is reported. `latency_bound_ms`, when given, +/// rules out every pair whose chain (`analytical_cost_model::chain_ms`) +/// exceeds it, so sweeping it traces the cost–latency Pareto frontier; it is +/// not an SLA to meet or violate. Per-RAQE latency bounds +/// (`Raqe::latency_sla_ms`) are not used. Every term is linear, so this is +/// exact. +/// +/// `allowed`, when given, lists for each RAQE the candidate indices it may +/// use, e.g. only its own candidates for PerQuery (no sharing). Two RAQEs +/// share a deployment only by choosing the same candidate index, so giving +/// each RAQE its own copies of identical deployments keeps them apart, each +/// paying its own ingest. +#[allow(clippy::too_many_arguments)] +pub fn minimize_usage_cost( + raqes: &[Raqe], + deployments: &[Deployment], + facts: &WorkloadFacts, + w_cpu: f64, + w_mem: f64, + accuracy: &Accuracy, + allowed: Option<&[Vec]>, + latency_bound_ms: Option, +) -> Result { + let secs = |ms: u64| ms as f64 / 1000.0; + let gib = |bytes: f64| bytes / BYTES_PER_GIB; + // Per candidate: ingest vCPUs and bytes (every worker's open windows), + // compaction CPU-seconds per window and the bytes it holds. + let ingest_cpu: Vec = deployments + .iter() + .map(|d| analytical_cost_model::ingest(d, facts).cpu_secs_per_sec) + .collect(); + let ingest_bytes: Vec = deployments + .iter() + .map(|d| { + analytical_cost_model::ingest(d, facts).memory_bytes + * analytical_cost_model::ingest_workers(d, facts) + }) + .collect(); + let compaction: Vec = deployments + .iter() + .map(|d| analytical_cost_model::compaction_secs(d, facts)) + .collect(); + let compaction_bytes: Vec = deployments + .iter() + .map(|d| analytical_cost_model::compaction_bytes(d, facts)) + .collect(); + let eligible: Vec> = raqes + .iter() + .enumerate() + .map(|(i, raqe)| { + eligible_deployments_for(raqe, deployments, facts, accuracy) + .into_iter() + .filter(|d| allowed.is_none_or(|allowed| allowed[i].contains(d))) + .filter(|&d| { + latency_bound_ms.is_none_or(|bound| { + analytical_cost_model::chain_ms(raqe, &deployments[d], facts) + <= bound * (1.0 + LATENCY_SLACK) + }) + }) + .collect() + }) + .collect(); + if eligible.iter().any(Vec::is_empty) { + return Err(ResolutionError::Infeasible); + } + // Per pair: query work (CPU-sec), its memory and the storage it needs. + let work = |i: usize, d: usize| { + analytical_cost_model::query_latency_ms(&raqes[i], &deployments[d], facts) / 1000.0 + }; + let query_bytes = |i: usize, d: usize| { + analytical_cost_model::merge(&raqes[i], &deployments[d], facts).memory_bytes + + analytical_cost_model::query(&raqes[i], &deployments[d], facts).memory_bytes + }; + let storage = |i: usize, d: usize| { + analytical_cost_model::storage_bytes(&raqes[i], &deployments[d], facts) + }; + // Per-deployment and per-pair costs, priced. + let deployment_cost = |d: usize| { + let slide = secs(deployments[d].slide_ms); + w_cpu * (ingest_cpu[d] + compaction[d] / slide) + + w_mem * gib(ingest_bytes[d] + compaction_bytes[d] * compaction[d] / slide) + }; + let pair_cost = |i: usize, d: usize| { + let interval = secs(raqes[i].interval_ms); + w_cpu * work(i, d) / interval + w_mem * gib(query_bytes(i, d) * work(i, d) / interval) + }; + + // Scale: each RAQE alone on its cheapest pair, so HiGHS sees magnitudes + // near 1. + let reference: f64 = (0..raqes.len()) + .map(|i| { + eligible[i] + .iter() + .map(|&d| deployment_cost(d) + pair_cost(i, d) + w_mem * gib(storage(i, d))) + .fold(f64::INFINITY, f64::min) + }) + .sum(); + let reference = if reference.is_normal() { + reference + } else { + 1.0 + }; + + let mut variables = ProblemVariables::new(); + let active: Vec = deployments + .iter() + .map(|_| variables.add(variable().binary())) + .collect(); + let assignments: Vec> = eligible + .iter() + .map(|choices| { + choices + .iter() + .map(|&d| (d, variables.add(variable().binary()))) + .collect() + }) + .collect(); + // Priced storage per deployment, scaled: the max over the RAQEs it serves. + let stored: Vec = deployments + .iter() + .map(|_| variables.add(variable().min(0))) + .collect(); + + let mut goal: Expression = stored.iter().sum(); + for (d, &u) in active.iter().enumerate() { + goal.add_mul(deployment_cost(d) / reference, u); + } + for (i, choices) in assignments.iter().enumerate() { + for &(d, z) in choices { + goal.add_mul(pair_cost(i, d) / reference, z); + } + } + + let mut model = variables.minimise(goal).using(default_solver); + for (i, choices) in assignments.iter().enumerate() { + let sum: Expression = choices.iter().map(|&(_, z)| z).sum(); + model.add_constraint(sum.eq(1)); + for &(d, z) in choices { + model.add_constraint((z - active[d]).leq(0)); + let needed = w_mem * gib(storage(i, d)) / reference; + if needed > 0.0 { + model.add_constraint((needed * z - stored[d]).leq(0)); + } + } + } + for (d, &u) in active.iter().enumerate() { + let used: Expression = assignments + .iter() + .flat_map(|choices| choices.iter()) + .filter(|(index, _)| *index == d) + .map(|&(_, z)| z) + .sum(); + model.add_constraint((u - used).leq(0)); + } + + let solved = model.solve()?; + let mapping: Mapping = assignments + .iter() + .map(|choices| { + choices + .iter() + .find_map(|&(d, z)| (solved.value(z) > 0.5).then_some(d)) + .expect("the MILP assigns every RAQE one deployment") + }) + .collect(); + let cost = crate::usage::usage_cost( + &crate::usage::PlanLoad::new(raqes, deployments, &mapping, facts), + w_cpu, + w_mem, + ); + let plan_cost = score(raqes, deployments, &mapping, facts); + let (planned, planned_raqes) = plan(raqes, deployments, &mapping); + Ok(UsageSolution { + milp: MilpSolution { + deployments: planned, + raqes: planned_raqes, + plan_cost, + }, + mapping, + cost, + }) +} + +/// Keeps the deployments `mapping` uses, renumbered, with their instance +/// counts. Every pair in `mapping` is eligible, so the counts exist. +fn plan( + raqes: &[Raqe], + candidates: &[Deployment], + mapping: &Mapping, +) -> (Vec, Vec) { + let mut planned_index: Vec> = vec![None; candidates.len()]; + let mut planned_deployments: Vec = Vec::new(); + let mut planned_raqes = Vec::with_capacity(raqes.len()); + // `retained_instance_count` holds the closed windows until the open ones + // are added below, once per deployment. + for (raqe, &candidate_index) in raqes.iter().zip(mapping) { + let deployment = &candidates[candidate_index]; + let index = *planned_index[candidate_index].get_or_insert_with(|| { + planned_deployments.push(PlannedDeployment { + deployment: deployment.clone(), + retained_instance_count: 0, + }); + planned_deployments.len() - 1 + }); + let closed = deployment + .closed_instance_count(raqe.lookback_ms) + .expect("eligible deployments have whole window counts"); + let planned = &mut planned_deployments[index]; + planned.retained_instance_count = planned.retained_instance_count.max(closed); + planned_raqes.push(PlannedRaqe { + deployment: index, + merged_instance_count: deployment + .query_instance_count(raqe.lookback_ms) + .expect("eligible deployments divide the lookback"), + }); + } + for planned in &mut planned_deployments { + planned.retained_instance_count += planned + .deployment + .active_instance_count() + .expect("eligible deployments have whole window counts"); + } + (planned_deployments, planned_raqes) +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::candidates::build_all_candidates; + use crate::enumerate::brute_force; + use crate::test_support::{self, facts}; + use crate::{table_accuracy, AtomicCostEntry, Capability}; + + /// Window and slide 60 s, merge 1 CPU-sec. + fn deployment(insert_cpu_secs: f64, memory: f64, query_cpu_secs: f64) -> Deployment { + test_support::deployment(memory, insert_cpu_secs, 1.0, query_cpu_secs, 60_000, 60_000) + } + + fn raqe(id: &str, lookback_ms: u64) -> Raqe { + Raqe { + id: id.into(), + ..test_support::raqe(lookback_ms, 60_000) + } + } + + /// The candidate index serving each RAQE. + fn chosen(milp: &MilpSolution, candidates: &[Deployment]) -> Mapping { + milp.raqes + .iter() + .map(|planned| { + let deployment = &milp.deployments[planned.deployment].deployment; + candidates + .iter() + .position(|candidate| candidate == deployment) + .expect("planned deployments come from the candidates") + }) + .collect() + } + + fn weights(w_cpu: f64, w_mem: f64) -> Objective { + Objective::AUCCost { w_cpu, w_mem } + } + + /// The MILP's plan scores as well as the best of every mapping. + fn assert_matches_brute_force( + raqes: &[Raqe], + deployments: &[Deployment], + objective: Objective, + ) { + let facts = facts(1, 1); + let best = brute_force(raqes, deployments, &facts, &table_accuracy) + .iter() + .map(|mapping| objective.value(&score(raqes, deployments, mapping, &facts))) + .min_by(f64::total_cmp) + .expect("test workload is servable"); + let milp = minimize(raqes, deployments, &facts, objective, &table_accuracy) + .expect("feasible MILP"); + let got = objective.value(&milp.plan_cost); + assert!( + (got - best).abs() <= 1e-9 * best, + "{objective:?}: {got} vs {best}" + ); + } + + /// Capabilities the plan serves from one deployment, solving `a` and `b` + /// queries at the same cadence from one `sketch` cost row. + fn shared_deployments(a: Capability, b: Capability, sketch: &str) -> usize { + let raqes = [a, b].map(|capability| Raqe { + capability, + ..raqe("r", 60_000) + }); + let costs = [AtomicCostEntry { + sketch: sketch.into(), + accuracy_metric: crate::test_support::metric_of(sketch), + ..deployment(1.0, 1.0, 1.0).config + }]; + let candidates = build_all_candidates(&raqes, &costs, &facts(1, 1), false, &table_accuracy); + let milp = minimize( + &raqes, + &candidates, + &facts(1, 1), + Objective::default(), + &table_accuracy, + ) + .expect("feasible MILP"); + raqes.len() - milp.deployments.len() + } + + #[test] + fn plan_never_serves_paired_capabilities_from_one_deployment() { + let pairs = [ + (Capability::Sum, Capability::Count, "exact-sum"), + ( + Capability::TopKByValue, + Capability::TopKByCount, + "cms-heap-topk-fastpath-vector2d", + ), + ]; + for (a, b, sketch) in pairs { + // Sharing halves ingest, so the MILP shares whenever it may. + assert_eq!(shared_deployments(a, a, sketch), 1, "{a:?} twice"); + assert_eq!(shared_deployments(a, b, sketch), 0, "{a:?} and {b:?}"); + } + } + + #[test] + fn minimizes_cpu_and_respects_a_latency_sla() { + let raqes = vec![raqe("r", 60_000)]; + // CPU 1 + 3/60 with latency 3, or 2 + 1/60 with latency 1. + let deployments = vec![deployment(1.0, 20.0, 3.0), deployment(2.0, 10.0, 1.0)]; + let solve = |raqes: &[Raqe]| { + let milp = minimize( + raqes, + &deployments, + &facts(1, 1), + Objective::default(), + &table_accuracy, + ) + .expect("feasible MILP"); + chosen(&milp, &deployments) + }; + + assert_eq!(solve(&raqes), vec![0]); + let bounded = Raqe { + latency_sla_ms: Some(2_000.0), + ..raqes[0].clone() + }; + assert_eq!(solve(&[bounded]), vec![1]); + } + + /// Two RAQEs, 100 groups, and candidates that trade ingest for queries. + fn usage_workload() -> (Vec, Vec, WorkloadFacts) { + let raqes = vec![raqe("frequent", 60_000), raqe("long", 600_000)]; + // (memory, insert, merge, query, window, slide): cheap ingest with + // slow queries; costlier ingest with fast ones; a 10-minute window + // that answers `long` without merging but keeps 10 windows open. + let deployments = vec![ + test_support::deployment(0.5 * BYTES_PER_GIB, 1e-3, 1e-4, 4e-3, 60_000, 60_000), + test_support::deployment(0.1 * BYTES_PER_GIB, 3e-3, 1e-5, 1e-5, 60_000, 60_000), + test_support::deployment(2.0 * BYTES_PER_GIB, 2e-4, 1e-5, 1e-5, 600_000, 60_000), + ]; + (raqes, deployments, facts(100, 100)) + } + + #[test] + fn usage_cost_matches_brute_force() { + use crate::usage::{usage_cost, PlanLoad}; + let (raqes, deployments, facts) = usage_workload(); + for (w_cpu, w_mem) in [(1.0, 0.0), (0.0, 1.0), (1.0, 4.0)] { + let best = brute_force(&raqes, &deployments, &facts, &table_accuracy) + .iter() + .map(|mapping| { + usage_cost( + &PlanLoad::new(&raqes, &deployments, mapping, &facts), + w_cpu, + w_mem, + ) + .value + }) + .min_by(f64::total_cmp) + .expect("servable"); + let got = minimize_usage_cost( + &raqes, + &deployments, + &facts, + w_cpu, + w_mem, + &table_accuracy, + None, + None, + ) + .expect("feasible"); + assert!( + (got.cost.value - best).abs() <= 1e-9 * best, + "({w_cpu}, {w_mem}): {} vs {best}", + got.cost.value + ); + } + } + + #[test] + fn a_latency_bound_gives_the_cheapest_plan_that_fast_by_brute_force() { + use crate::usage::{usage_cost, PlanLoad}; + let (raqes, deployments, facts) = usage_workload(); + let price = |mapping: &Mapping| { + usage_cost( + &PlanLoad::new(&raqes, &deployments, mapping, &facts), + 1.0, + 0.0, + ) + }; + let mut previous = (0.0, f64::INFINITY); + // Looser bounds never cost more and never give a faster plan. + for bound in [300.0, 1e3, 1e4, 1e6] { + let best = brute_force(&raqes, &deployments, &facts, &table_accuracy) + .iter() + .map(price) + .filter(|cost| cost.latency_ms <= bound) + .map(|cost| cost.value) + .min_by(f64::total_cmp) + .expect("servable within the bound"); + let got = minimize_usage_cost( + &raqes, + &deployments, + &facts, + 1.0, + 0.0, + &table_accuracy, + None, + Some(bound), + ) + .expect("feasible"); + assert!((got.cost.value - best).abs() <= 1e-9 * best, "{bound}"); + assert!(got.cost.latency_ms <= bound); + assert!(got.cost.value <= previous.1 * (1.0 + 1e-12)); + previous = (got.cost.latency_ms, got.cost.value); + } + } + + #[test] + fn allowed_candidates_keep_identical_deployments_apart() { + // Two RAQEs at one cadence, each with its own copy of one deployment. + let raqes = vec![raqe("a", 60_000), raqe("b", 60_000)]; + let one = test_support::deployment(BYTES_PER_GIB, 1e-3, 1e-5, 1e-5, 60_000, 60_000); + let deployments = vec![one.clone(), one]; + let facts = facts(100, 100); + let solve = |allowed: Option<&[Vec]>| { + minimize_usage_cost( + &raqes, + &deployments, + &facts, + 1.0, + 0.0, + &table_accuracy, + allowed, + None, + ) + .expect("feasible") + }; + // Free to choose: both use one copy and ingest once. + let shared = solve(None); + assert_eq!(shared.mapping[0], shared.mapping[1]); + // Each on its own copy: two deployments, ingest paid twice. + let own = solve(Some(&[vec![0], vec![1]])); + assert_eq!(own.mapping, vec![0, 1]); + let ingest = analytical_cost_model::ingest(&deployments[0], &facts).cpu_secs_per_sec; + assert!((own.cost.cpu - shared.cost.cpu - ingest).abs() < 1e-12 * own.cost.cpu); + } + + #[test] + fn matches_brute_force_with_shared_deployment_costs() { + let raqes = vec![raqe("frequent", 60_000), raqe("long", 600_000)]; + let deployments = vec![ + deployment(1.0, 0.5 * BYTES_PER_GIB, 400.0), + deployment(3.0, 0.1 * BYTES_PER_GIB, 1.0), + deployment(0.2, 2.0 * BYTES_PER_GIB, 1.0), + ]; + for objective in [weights(1.0, 0.0), weights(0.0, 1.0), weights(1.0, 4.0)] { + assert_matches_brute_force(&raqes, &deployments, objective); + } + } + + #[test] + fn memory_weight_trades_cpu_for_memory() { + let raqes = vec![raqe("r", 60_000)]; + // CPU-heavy and small, or CPU-light and twice the size. + let deployments = vec![ + deployment(1.0, 1.0 * BYTES_PER_GIB, 0.0), + deployment(0.05, 2.0 * BYTES_PER_GIB, 0.0), + ]; + let solve = |objective| { + let milp = minimize( + &raqes, + &deployments, + &facts(1, 1), + objective, + &table_accuracy, + ) + .expect("feasible MILP"); + chosen(&milp, &deployments) + }; + + assert_eq!(solve(weights(1.0, 0.0)), vec![1]); + assert_eq!(solve(weights(0.0, 1.0)), vec![0]); + } + + #[test] + fn tiny_magnitudes_match_brute_force_and_respect_latency_slas() { + // Real plans cost ~1e-6 CPU-sec/sec with µs latencies: below HiGHS's + // absolute gap and feasibility tolerances unless the model is scaled. + let raqes = vec![raqe("frequent", 60_000), raqe("long", 600_000)]; + let tiny = 1e-9; + let deployments = vec![ + deployment(1.0 * tiny, 0.5 * tiny * BYTES_PER_GIB, 400.0 * tiny), + deployment(3.0 * tiny, 0.1 * tiny * BYTES_PER_GIB, 1.0 * tiny), + deployment(0.2 * tiny, 2.0 * tiny * BYTES_PER_GIB, 1.0 * tiny), + ] + .into_iter() + .map(|mut candidate| { + candidate.config.merge_cpu_secs = tiny; + candidate + }) + .collect::>(); + for objective in [weights(1.0, 0.0), weights(1.0, 4.0)] { + assert_matches_brute_force(&raqes, &deployments, objective); + } + + // The cheap deployment's latency is 1.5e-7 s, over a 1e-7 s SLA by + // less than HiGHS's absolute feasibility tolerance. + let raqes = vec![Raqe { + latency_sla_ms: Some(1e-4), + ..raqe("r", 60_000) + }]; + let deployments = vec![ + deployment(tiny, tiny, 1.5e-7), + deployment(10.0 * tiny, tiny, 0.5e-7), + ]; + let milp = minimize( + &raqes, + &deployments, + &facts(1, 1), + Objective::default(), + &table_accuracy, + ) + .expect("feasible MILP"); + assert_eq!(chosen(&milp, &deployments), vec![1]); + assert!(milp.plan_cost.query_latency_ms[0] <= 1e-4); + } + + #[test] + fn plan_lists_active_deployments_with_their_instance_counts() { + // Window 60 s, slide 20 s; the unused candidate 0 is CPU-heavy. + let shared = test_support::deployment(1.0, 1.0, 1.0, 1.0, 60_000, 20_000); + let unused = test_support::deployment(1.0, 1e6, 1.0, 1.0, 60_000, 20_000); + let raqes = vec![raqe("short", 60_000), raqe("long", 600_000)]; + let milp = minimize( + &raqes, + &[unused, shared.clone()], + &facts(1, 1), + Objective::default(), + &table_accuracy, + ) + .expect("feasible MILP"); + + assert_eq!(milp.deployments.len(), 1); + assert_eq!(milp.deployments[0].deployment, shared); + // 60/20 open + (600 − 60)/20 + 1 closed, for the longer lookback. + assert_eq!(milp.deployments[0].retained_instance_count, 3 + 28); + let merged: Vec<_> = milp + .raqes + .iter() + .map(|planned| (planned.deployment, planned.merged_instance_count)) + .collect(); + assert_eq!(merged, vec![(0, 1), (0, 10)]); + } +} diff --git a/rqe-optimizer/src/pareto.rs b/rqe-optimizer/src/pareto.rs new file mode 100644 index 00000000..a3694c7d --- /dev/null +++ b/rqe-optimizer/src/pareto.rs @@ -0,0 +1,103 @@ +//! Non-dominated filtering for `(CPU, memory, per-RAQE latency)`. + +use crate::{analytical_cost_model::PlanCost, Mapping}; + +fn dominates(a: &[f64], b: &[f64]) -> bool { + let mut strict = false; + for (left, right) in a.iter().zip(b) { + if left > right { + return false; + } + if left < right { + strict = true; + } + } + strict +} + +fn pareto_vector(plan_cost: &PlanCost) -> Vec { + let mut vector = vec![plan_cost.cpu_secs_per_sec(), plan_cost.memory_bytes()]; + vector.extend(&plan_cost.query_latency_ms); + vector +} + +/// A mapping retained on the current incremental Pareto frontier. +#[derive(Debug, Clone)] +pub struct ParetoEntry { + pub mapping: Mapping, + pub plan_cost: PlanCost, +} + +/// Retains only non-dominated mappings while a streaming enumerator visits +/// them. Peak memory is proportional to the frontier, not all mappings. +#[derive(Debug, Default)] +pub struct ParetoFront { + entries: Vec, +} + +impl ParetoFront { + pub fn new() -> Self { + Self::default() + } + + /// Consider one scored mapping. Returns true when it remains on the + /// frontier. Equal objective vectors are both retained. + pub fn consider(&mut self, mapping: &Mapping, plan_cost: PlanCost) -> bool { + let candidate = pareto_vector(&plan_cost); + if self + .entries + .iter() + .any(|entry| dominates(&pareto_vector(&entry.plan_cost), &candidate)) + { + return false; + } + self.entries + .retain(|entry| !dominates(&candidate, &pareto_vector(&entry.plan_cost))); + self.entries.push(ParetoEntry { + mapping: mapping.clone(), + plan_cost, + }); + true + } + + pub fn entries(&self) -> &[ParetoEntry] { + &self.entries + } +} + +pub fn pareto_front(plan_costs: &[PlanCost]) -> Vec { + let vectors: Vec> = plan_costs.iter().map(pareto_vector).collect(); + (0..plan_costs.len()) + .filter(|&i| !(0..plan_costs.len()).any(|j| j != i && dominates(&vectors[j], &vectors[i]))) + .collect() +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::analytical_cost_model::PhaseCost; + + fn plan_cost(memory: f64, cpu: f64, latency: f64) -> PlanCost { + let phase = PhaseCost { + cpu_secs_per_sec: cpu, + memory_bytes: memory, + }; + PlanCost { + ingest: phase, + merge: PhaseCost::default(), + query: PhaseCost::default(), + storage: PhaseCost::default(), + query_latency_ms: vec![latency], + } + } + + #[test] + fn incremental_front_discards_dominated_mappings() { + let mut front = ParetoFront::new(); + assert!(front.consider(&vec![0], plan_cost(10.0, 10.0, 10.0))); + assert!(!front.consider(&vec![1], plan_cost(20.0, 20.0, 20.0))); + assert!(front.consider(&vec![2], plan_cost(5.0, 5.0, 5.0))); + assert_eq!(front.entries().len(), 1); + assert_eq!(front.entries()[0].mapping, vec![2]); + } +} diff --git a/rqe-optimizer/src/saturation.rs b/rqe-optimizer/src/saturation.rs new file mode 100644 index 00000000..cb27b9d6 --- /dev/null +++ b/rqe-optimizer/src/saturation.rs @@ -0,0 +1,2102 @@ +//! Sketch accuracy read from the saturation study's error-vs-N curves +//! (`sketch-bench/scripts/study_saturation.py`, sketch-bench#130, sketch-bench#140) at the number of items a +//! deployment's answer covers. Design decisions: sketch-bench#156. +//! +//! The curve is read at the number of items one group receives over the +//! RAQE's whole lookback: series per group times scrapes per lookback. For +//! sketches that merge exactly, that holds whether the answer is one sketch +//! or a merge of many smaller-window sketches. KLL and top-k merge lossily +//! (sketch-bench#131): an answer merged from `L / x` windows reads the curve of the sketch +//! merged from that many shards (sketch-bench#158). +//! +//! The cost table's sketch accuracies are not read: each is one point on a +//! curve, at the row's `measured_at`, and [`SaturationCurves::check_cost_table`] +//! checks that the two agree there (sketch-bench#171). Both come from one study run +//! (`study_saturation.py --phase optimizer-cost`, sketch-bench#174). +//! +//! Hydra reads none of these curves: its accuracy is measured per dataset +//! and grouping (`hydra_saturation.csv`, `rqe-optimizer/docs/rqe_optimizer_hydra.md` +//! §2.4), see [`SaturationCurves::accuracy`]. + +use std::collections::{BTreeMap, BTreeSet}; +use std::io; +use std::path::Path; + +use crate::autosketch::window_adapter; +use crate::theory; +use crate::{ + accuracy_key, family_properties, has_heap, heap_capacity, params_topk_k, table_accuracy, + AccuracyDirection, AtomicCostEntry, Capability, Deployment, LabelSet, MetricFacts, Raqe, + WorkloadFacts, TOPK_K, +}; +use aqpbm_core::MeasuredShape; + +/// The data parameters a saturation curve is keyed by, fitted from the +/// dataset per (metric, grouping) as the worst case over windows and groups. +#[derive(Debug, Clone, Copy, PartialEq)] +pub struct DataShape { + /// Zipf skew θ of the keys inserted into one group's sketch (CMS, top-k, + /// HLL). Describes whichever insertion mode the engine uses: once per + /// sample, or weighted by sample value. + pub zipf_s: f64, + /// `K`: distinct keys per group per window. + pub distinct_keys: f64, + /// Pareto tail index `a` of the values (KLL, DDSketch). + pub tail_index: f64, +} + +/// The two runs' output directories under `--saturation-dir`. A point in +/// both is taken whole from the later one. +const RUN_DIRS: [&str; 2] = ["out_grid_1e7_cost", "out_1e9"]; + +/// The cost table under the same directory, written by +/// `study_saturation.py --phase optimizer-cost --out DIR/optimizer_cost`. +pub const COST_TABLE: &str = "optimizer_cost/rqe_atomic_costs.json"; + +/// Hydra's measurements under the same directory, written by +/// `study_saturation.py --phase hydra` on datasets shaped like the +/// workload's metrics. Optional: without it no Hydra deployment has an +/// accuracy. +pub const HYDRA_SATURATION: &str = "hydra_saturation.csv"; + +/// `hydra_saturation.csv`'s error columns, by the share of records a group +/// must hold to be covered (the largest group always is): every group, then +/// the two measured thresholds. +const HYDRA_COVERAGE: [(f64, &str); 3] = [ + (0.0, "err_max"), + (0.01, "err_max_cov_0.01"), + (0.05, "err_max_cov_0.05"), +]; + +/// Hydra measurements of one (variant, config, dataset, grouping), by merge +/// shards: each [`HYDRA_COVERAGE`] column's worst over the records and seeds +/// that filled it, `None` where every row left it empty. +type HydraErrors = BTreeMap; 3]>; + +/// One (sketch, config, data shape) point of the study. +#[derive(Debug, Clone, PartialEq)] +struct GridPoint { + params: BTreeMap, + shape: MeasuredShape, + error_metric: String, + /// `None`: still changing at the largest measured N. + n_sat: Option, + /// `(n, seed_mean_error, seed_se)`, ascending in `n`. + curve: Vec<(f64, f64, f64)>, + /// The same, for the sketch merged from `m` shards of the stream, keyed + /// by `m > 1` (`saturation_merge_curve.csv`, sketch-bench#131, sketch-bench#158). + merged: BTreeMap>, +} + +/// How far a cost-table value may sit outside the curve's range at its N: +/// this many of the curve's seed standard errors, plus [`AGREEMENT_RELATIVE`] +/// of the curve's value, because the table row is one seed of its own. +const AGREEMENT_SES: f64 = 3.0; +const AGREEMENT_RELATIVE: f64 = 0.05; + +impl GridPoint { + /// Zipf θ, or the Pareto tail index for quantile sketches. + fn shape_param(&self) -> f64 { + match self.shape { + MeasuredShape::Zipf { skew, .. } => skew, + MeasuredShape::Pareto { tail_index } => tail_index, + } + } + + /// `K`; `None` for quantile sketches. + fn distinct_keys(&self) -> Option { + match self.shape { + MeasuredShape::Zipf { keys, .. } => Some(keys), + MeasuredShape::Pareto { .. } => None, + } + } + + /// Whether a value measured at `n` agrees with the curve: within + /// tolerance of the checkpoint at `n`, or of the range between the two + /// either side. `None` where the curve can't say (as in + /// [`GridPoint::error_at`]). + fn agrees_at(&self, n: f64, value: f64) -> Option { + let &(first_n, ..) = self.curve.first()?; + let &last = self.curve.last()?; + let neighbours = if n < first_n { + return None; + } else if n >= last.0 { + // The plateau, as in `curve_error_at`. + self.n_sat.filter(|&sat| sat <= last.0)?; + [last, last] + } else { + let above = self + .curve + .partition_point(|&(checkpoint, ..)| checkpoint < n); + if self.curve[above].0 == n { + [self.curve[above]; 2] + } else { + [self.curve[above - 1], self.curve[above]] + } + }; + let [(_, a, a_se), (_, b, b_se)] = neighbours; + let (low, high) = (a.min(b), a.max(b)); + let tolerance = AGREEMENT_SES * a_se.max(b_se) + AGREEMENT_RELATIVE * high.abs(); + Some(value >= low - tolerance && value <= high + tolerance) + } + + /// Q6 of sketch-bench#156: between checkpoints, the worse neighbour; below the first, + /// unmeasured; past the last, the plateau only if the point saturated. + fn error_at(&self, n: f64, direction: AccuracyDirection) -> Option { + curve_error_at(&self.curve, self.n_sat, n, direction) + } + + /// The curves an answer merged from `merges` instances reads: the plain + /// curve alone, or the measured shard counts either side of `merges` + /// (one is the plain curve). Past the largest count, only the largest. + fn bracketing_curves(&self, merges: u64) -> Vec<&[(f64, f64, f64)]> { + if merges <= 1 { + return vec![&self.curve]; + } + let below = self + .merged + .range(..=merges) + .next_back() + .map_or(&self.curve[..], |(_, c)| &c[..]); + match self.merged.range(merges..).next() { + Some((_, above)) => vec![below, above], + None => self + .merged + .values() + .next_back() + .map_or(vec![below], |c| vec![&c[..]]), + } + } + + /// The smallest N the study measured the curves an answer merged from + /// `merges` instances reads. + fn first_measured_n(&self, merges: u64) -> Option { + self.bracketing_curves(merges) + .iter() + .map(|c| c.first().map(|p| p.0)) + .try_fold(0.0, |max: f64, first| first.map(|f| max.max(f))) + } + + /// The worst last error measured on the curves an answer merged from + /// `merges` instances reads: the floor a fallback extending them can't + /// beat. + fn last_measured_error(&self, merges: u64, direction: AccuracyDirection) -> Option { + self.bracketing_curves(merges) + .iter() + .filter_map(|c| c.last().map(|p| p.1)) + .reduce(|a, b| worse(a, b, direction)) + } + + /// The error at `n` items of the sketch merged from `merges` instances: + /// the worse of the measured shard counts either side of `merges` (one + /// is the plain sketch). `None` past the largest measured count, past the + /// merge curve's last N, or with no merge curve: what the study didn't + /// measure is unknown. + fn merged_error_at(&self, merges: u64, n: f64, direction: AccuracyDirection) -> Option { + if merges <= 1 { + return self.error_at(n, direction); + } + let below = self.merged.range(..=merges).next_back().map(|(&m, _)| m); + let (&above, _) = self.merged.range(merges..).next()?; + // Past a merge curve's last N it has no plateau: nothing shows the + // merged sketch stopped changing there. + let at = |m: u64| match m { + 1 => self.error_at(n, direction), + m => curve_error_at(&self.merged[&m], None, n, direction), + }; + let below = at(below.unwrap_or(1))?; + Some(worse(below, at(above)?, direction)) + } +} + +/// [`GridPoint::error_at`] on any of the point's curves. +fn curve_error_at( + curve: &[(f64, f64, f64)], + n_sat: Option, + n: f64, + direction: AccuracyDirection, +) -> Option { + let &(first_n, ..) = curve.first()?; + let &(last_n, last_error, _) = curve.last()?; + if n < first_n { + return None; + } + if n == last_n { + return Some(last_error); + } + // Past the last checkpoint, the plateau if the curve saturated by then. + if n > last_n { + return n_sat.filter(|&sat| sat <= last_n).map(|_| last_error); + } + let above = curve.partition_point(|&(checkpoint, ..)| checkpoint < n); + let (checkpoint, error, _) = curve[above]; + if checkpoint == n { + Some(error) + } else { + Some(worse(error, curve[above - 1].1, direction)) + } +} + +/// KLL, the heap top-k sketches and UnivMon lose accuracy when merged +/// (sketch-bench#131): a merged answer reads their merge curve. UnivMon's counters add +/// exactly, but each level's heavy-hitter heap is rebuilt from the union of +/// the two heaps, so a key heavy only in the union is lost. The other +/// sketches merge exactly. Hydra's cells merge as their sketch does. +fn merges_lossily(sketch: &str) -> bool { + matches!( + sketch, + "kll-percall" + | "univmon-cardinality" + | "hydra-kll" + | "hydra-univmon-cardinality" + | "cms-heap-topk-fastpath-vector2d" + | "countsketch-heap-topk-fastpath-vector2d" + | "univmon-topk" + ) +} + +/// Whether some capability plans `sketch`. +fn is_candidate(sketch: &str) -> bool { + Capability::ALL + .iter() + .any(|capability| capability.families().contains(&sketch)) +} + +fn worse(a: f64, b: f64, direction: AccuracyDirection) -> f64 { + match direction { + AccuracyDirection::LowerIsBetter => a.max(b), + AccuracyDirection::HigherIsBetter => a.min(b), + } +} + +/// Where an accuracy came from. +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub enum AccuracySource { + /// The cost table (exact accumulators) or the study's curves. + Measured, + /// The algorithm's published guarantee, where the study measured nothing. + Theory, +} + +/// What [`SaturationCurves::check_cost_table`] found, one line per row. +#[derive(Debug, Default, PartialEq)] +pub struct CostTableCheck { + /// Rows whose accuracy disagrees with the curve at their `measured_at`, + /// whose config the grid lacks, or that lack the curve's metric. + pub mismatched: Vec, + /// Rows with no curve at their measured shape or N, such as KLL: the + /// table measures Zipf ranks, the study Pareto values. + pub unchecked: Vec, +} + +#[derive(Debug, Clone, Default)] +pub struct SaturationCurves { + points_by_sketch: BTreeMap>, + /// [`HYDRA_SATURATION`], keyed by variant, config params (as + /// [`config_params`] prints them), dataset and grouping. + hydra: BTreeMap<(String, String, String, LabelSet), HydraErrors>, +} + +impl SaturationCurves { + /// Reads `saturation.csv` (for the saturation point), `saturation_curve.csv` + /// and, where present, `saturation_merge_curve.csv` from each of + /// [`RUN_DIRS`] under `dir`. Fails on a candidate family's curve + /// for a metric other than its [`accuracy_key`]: that study is stale. + pub fn load(dir: &Path) -> io::Result { + type PointKey = (String, String, String, String, String); + let key = |row: &CsvRow| -> PointKey { + let field = |name: &str| row[name].clone(); + ( + field("sketch"), + field("config"), + field("dist"), + field("param"), + field("cardinality"), + ) + }; + let mut points: BTreeMap = BTreeMap::new(); + for run in RUN_DIRS { + let run_dir = dir.join(run); + let mut run_points = BTreeMap::new(); + let columns = [ + "sketch", + "config", + "dist", + "param", + "cardinality", + "n_sat", + "error_metric", + ]; + for row in read_csv(&run_dir.join("saturation.csv"), &columns)? { + let point = GridPoint { + params: parse_config(&row["config"])?, + shape: parse_shape(&row)?, + error_metric: row["error_metric"].clone(), + n_sat: match row["n_sat"].as_str() { + "not_saturated" => None, + n => Some(parse_number(n)?), + }, + curve: Vec::new(), + merged: BTreeMap::new(), + }; + let sketch = row["sketch"].as_str(); + if is_candidate(sketch) && point.error_metric != accuracy_key(sketch).0 { + return Err(invalid(format!( + "{run}: {sketch} curve measured {}, but the optimizer reads {}; \ + rerun the study", + point.error_metric, + accuracy_key(sketch).0 + ))); + } + run_points.insert(key(&row), (row["sketch"].clone(), point)); + } + let columns = [ + "sketch", + "config", + "dist", + "param", + "cardinality", + "n", + "seed_mean_error", + "seed_se", + ]; + for row in read_csv(&run_dir.join("saturation_curve.csv"), &columns)? { + let Some((_, point)) = run_points.get_mut(&key(&row)) else { + return Err(invalid(format!( + "{run}: curve row for a point not in saturation.csv: {row:?}" + ))); + }; + point.curve.push(( + parse_number(&row["n"])?, + parse_number(&row["seed_mean_error"])?, + parse_number(&row["seed_se"])?, + )); + } + let merge_path = run_dir.join("saturation_merge_curve.csv"); + if merge_path.exists() { + let columns = [ + "sketch", + "config", + "dist", + "param", + "cardinality", + "shards", + "n", + "seed_mean_error", + "seed_se", + ]; + for row in read_csv(&merge_path, &columns)? { + let Some((_, point)) = run_points.get_mut(&key(&row)) else { + return Err(invalid(format!( + "{run}: merge curve row for a point not in saturation.csv: {row:?}" + ))); + }; + let shards: u64 = row["shards"] + .parse() + .map_err(|_| invalid(format!("{run}: shards is not a count: {row:?}")))?; + if shards == 0 { + return Err(invalid(format!("{run}: zero shards: {row:?}"))); + } + if shards > 1 { + point.merged.entry(shards).or_default().push(( + parse_number(&row["n"])?, + parse_number(&row["seed_mean_error"])?, + parse_number(&row["seed_se"])?, + )); + } + } + } + // A later run's point wins, but keeps an earlier run's merge + // curves at shard counts it didn't measure (the 1e9 run measures + // none). + for (key, (sketch, mut point)) in run_points { + if let Some((_, earlier)) = points.remove(&key) { + for (shards, curve) in earlier.merged { + point.merged.entry(shards).or_insert(curve); + } + } + points.insert(key, (sketch, point)); + } + } + // A lossy candidate sketch with no merge curve at all (a study run + // without --merge-shards-list for it) would leave every merged + // deployment of it silently without accuracy; refuse it. A single + // point without one (only the 1e9 run has it) just has no merged + // accuracy. + let mut lossy: BTreeMap<&str, bool> = BTreeMap::new(); + for (sketch, point) in points.values() { + // Heap top-k merges as one sketch when sized m · k, so only the + // non-heap lossy sketches (KLL, univmon-cardinality, univmon-topk) + // need the curves. + if is_candidate(sketch) && merges_lossily(sketch) && !has_heap(sketch) { + *lossy.entry(sketch).or_default() |= !point.merged.is_empty(); + } + } + if let Some((sketch, _)) = lossy.iter().find(|(_, &merged)| !merged) { + return Err(invalid(format!( + "no merge curves for {sketch}; rerun the study with --merge-shards-list" + ))); + } + let mut points_by_sketch: BTreeMap> = BTreeMap::new(); + for (sketch, mut point) in points.into_values() { + point.curve.sort_by(|a, b| a.0.total_cmp(&b.0)); + for curve in point.merged.values_mut() { + curve.sort_by(|a, b| a.0.total_cmp(&b.0)); + } + points_by_sketch.entry(sketch).or_default().push(point); + } + // The optimizer brackets a shape between grid points, so each + // config's Zipf grid must be a full cross of its θ and K values: a + // hole would quietly leave every shape around it without accuracy. + for (sketch, points) in &points_by_sketch { + let mut by_config: BTreeMap> = BTreeMap::new(); + for point in points { + if let MeasuredShape::Zipf { skew, keys } = point.shape { + by_config + .entry(format!("{:?}", point.params)) + .or_default() + .insert((skew.to_bits(), keys.to_bits())); + } + } + for (config, shapes) in by_config { + let thetas: BTreeSet = shapes.iter().map(|&(t, _)| t).collect(); + let keys: BTreeSet = shapes.iter().map(|&(_, k)| k).collect(); + let missing: Vec<(f64, f64)> = thetas + .iter() + .flat_map(|&t| keys.iter().map(move |&k| (t, k))) + .filter(|shape| !shapes.contains(shape)) + .map(|(t, k)| (f64::from_bits(t), f64::from_bits(k))) + .collect(); + if !missing.is_empty() { + return Err(invalid(format!( + "{sketch} {config}: the grid isn't a full cross of θ and K; \ + missing (θ, K) {missing:?}. Rerun the study's accuracy grid for them" + ))); + } + } + } + let hydra_path = dir.join(HYDRA_SATURATION); + let hydra = if hydra_path.exists() { + load_hydra(&hydra_path)? + } else { + BTreeMap::new() + }; + Ok(Self { + points_by_sketch, + hydra, + }) + } + + /// Hydra's accuracy for `raqe` on `deployment`: the measurement at the + /// metric's [`MetricFacts::hydra_dataset`], the deployment's config and the + /// RAQE's grouping, in the column of the RAQE's + /// [`Raqe::accuracy_covers_share`] (a share between the measured ones + /// reads the next stricter column), worst over records and seeds. A + /// lossy merge of `L / x` windows reads the worse of the measured shard + /// counts either side; past the largest, or with no measurement, it is + /// unknown. + // Assumes error depends on group shares, not on N, at fixed shares; the + // study's N sweep backs it. + fn hydra_accuracy( + &self, + raqe: &Raqe, + deployment: &Deployment, + facts: &WorkloadFacts, + ) -> Option { + let sketch = &deployment.config.sketch; + let key = ( + sketch.clone(), + format!("{:?}", config_params(&deployment.config)?), + facts[&deployment.metric].hydra_dataset.as_ref()?.0.clone(), + raqe.grouping_labels.clone(), + ); + let by_shards = self.hydra.get(&key)?; + let merges = if merges_lossily(sketch) { + deployment.query_instance_count(raqe.lookback_ms)? + } else { + 1 + }; + let column = HYDRA_COVERAGE + .iter() + .rposition(|&(share, _)| raqe.accuracy_covers_share.is_some_and(|t| t >= share)) + .unwrap_or(0); + let (_, below) = by_shards.range(..=merges).next_back()?; + let (_, above) = by_shards.range(merges..).next()?; + Some(worse( + below[column]?, + above[column]?, + accuracy_key(sketch).1, + )) + } + + /// The accuracy `raqe` gets from `deployment`, or `None` when it can't be + /// read: no fitted [`DataShape`], a config or shape outside the grid, or + /// too few items. [`SaturationCurves::load`] guarantees the curve's metric + /// is the family's. + /// Exact accumulators keep the cost table's value. `facts` must pass + /// [`crate::validate_facts`]. + pub fn accuracy( + &self, + raqe: &Raqe, + deployment: &Deployment, + facts: &WorkloadFacts, + ) -> Option { + self.accuracy_with_source(raqe, deployment, facts) + .map(|(value, _)| value) + } + + /// [`SaturationCurves::accuracy`], and where the returned (worst) value + /// came from: measured, or the algorithm's guarantee + /// ([`crate::theory`]) for a bracketing point the study didn't measure + /// (past an unsaturated curve, past the measured merge counts or N, or + /// with no merge curve). Below the curves' first N, or outside the grid, + /// it stays unknown. + pub fn accuracy_with_source( + &self, + raqe: &Raqe, + deployment: &Deployment, + facts: &WorkloadFacts, + ) -> Option<(f64, AccuracySource)> { + let properties = family_properties(&deployment.config.sketch); + if properties.exact { + return table_accuracy(raqe, deployment).map(|v| (v, AccuracySource::Measured)); + } + if properties.answers_any_subgrouping { + return self + .hydra_accuracy(raqe, deployment, facts) + .map(|v| (v, AccuracySource::Measured)); + } + let metric_facts = &facts[&deployment.metric]; + // The answered groups: the RAQE's, coarser than the deployment's on a + // roll-up, whose answer is the merged coarse group's. + let grouping = &raqe.grouping_labels; + let shape = metric_facts.data_shape.get(grouping)?; + let k = raqe.topk_k(); + let base = with_topk_k(&config_params(&deployment.config)?, TOPK_K); + // A heap top-k reads the curves at the RAQE's k, else at the next + // larger measured k whose curves bracket the shape (harder); past every + // such k, the guarantee at k, no better than the largest bracketing k. + let (points, past_measured_k) = if has_heap(&deployment.config.sketch) { + self.curves_at_k(&deployment.config.sketch, &base, k, shape)? + } else { + ( + self.bracketing_points(&deployment.config.sketch, &base, shape)?, + false, + ) + }; + let covered = items_per_group(metric_facts, grouping, raqe.lookback_ms); + let (_, direction) = accuracy_key(&deployment.config.sketch); + let merges = if merges_lossily(&deployment.config.sketch) { + // A roll-up also merges each coarse group's children, the average + // `card(G_d) / card(G_r)` of them. + // ponytail: average fan-out; the largest group's is sketch-bench#189. + let fan_out = metric_facts.cardinality[&deployment.grouping_labels] + .div_ceil(metric_facts.cardinality[grouping]); + let merges = deployment.query_instance_count(raqe.lookback_ms)? * fan_out; + // A heap of m · k merged from m windows reads as one sketch: the + // merged heaps are taken to still hold the true top k. + match ( + heap_capacity(&deployment.config), + deployment.heap_needed(raqe.lookback_ms, k), + ) { + (Some(heap), Some(need)) if heap >= need => 1, + _ => merges, + } + } else { + 1 + }; + // The guarantee is at the RAQE's own k. + let params = with_topk_k(&base, k); + let mut worst: Option<(f64, AccuracySource)> = None; + for point in points { + let measured = (!past_measured_k) + .then(|| point.merged_error_at(merges, covered, direction)) + .flatten(); + let found = match measured { + Some(error) => (error, AccuracySource::Measured), + // Past every measured k as well as past the curve: the + // guarantee at k, within the curves' N range as everywhere + // else, and no better than what was measured. + None if past_measured_k || covered >= point.first_measured_n(merges)? => { + if covered < point.first_measured_n(merges)? { + return None; + } + let bound = + theory::bound(&deployment.config.sketch, ¶ms, point.shape, merges)?; + // No better than the measurement it extends: past every k, + // the largest k's at this N (else its last); past the + // curve, its last. + let floor = if past_measured_k { + point + .merged_error_at(merges, covered, direction) + .or_else(|| point.last_measured_error(merges, direction)) + } else { + point.last_measured_error(merges, direction) + }; + let error = match floor { + Some(last) => worse(bound, last, direction), + None => bound, + }; + (error, AccuracySource::Theory) + } + None => return None, + }; + if worst.is_none_or(|(w, _)| worse(w, found.0, direction) != w) { + worst = Some(found); + } + } + worst + } + + /// The oracle for [`crate::autosketch::plan`]: AutoSketch keeps one + /// unmerged sketch per query window. + pub fn autosketch_accuracy( + &self, + raqe: &Raqe, + config: &AtomicCostEntry, + facts: &WorkloadFacts, + ) -> Option { + let (window_ms, slide_ms) = window_adapter(raqe); + let deployment = Deployment { + capability: raqe.capability, + metric: raqe.metric.clone(), + spatial_filter: raqe.spatial_filter.clone(), + grouping_labels: raqe.grouping_labels.clone(), + config: config.clone(), + window_ms, + slide_ms, + key_tracker: None, + }; + self.accuracy(raqe, &deployment, facts) + } + + /// Checks the cost table against the family table and the curves. A + /// candidate family's row must name the family's metric as its + /// `accuracy_metric`. A sketch row's accuracy is the curve of its config + /// and `measured_at.data_shape()`, read at `measured_at.items_per_instance`. + /// Rows of sketches the study didn't run (exact accumulators among them) + /// skip the curve check. + pub fn check_cost_table(&self, costs: &[AtomicCostEntry]) -> CostTableCheck { + let mut check = CostTableCheck::default(); + for row in costs { + let name = format!("{} {}", row.sketch, row.sketch_config["params"]); + let metric = &row.accuracy_metric; + if is_candidate(&row.sketch) { + if let Some((family_metric, _)) = family_properties(&row.sketch).accuracy { + if metric != family_metric { + check.mismatched.push(format!( + "{name}: accuracy_metric is {metric}, but the optimizer reads \ + {family_metric}" + )); + continue; + } + } + } + let Some(points) = self.points_by_sketch.get(&row.sketch) else { + continue; + }; + // Curves are measured at a heap of k; larger heaps are cost-only. + if heap_capacity(row).is_some_and(|heap| heap != TOPK_K) { + continue; + } + let params = config_params(row); + let mut same_config = points + .iter() + .filter(|point| Some(&point.params) == params.as_ref()) + .peekable(); + if same_config.peek().is_none() { + check + .mismatched + .push(format!("{name}: config not in the saturation grid")); + continue; + } + let shape = row.measured_at.data_shape(); + let Some(point) = same_config.find(|point| Some(point.shape) == shape) else { + check + .unchecked + .push(format!("{name}: no grid point at {shape:?}")); + continue; + }; + if &point.error_metric != metric { + check.mismatched.push(format!( + "{name}: accuracy_metric is {metric}, the curve's {}", + point.error_metric + )); + continue; + } + let Some(value) = row.accuracy() else { + check + .mismatched + .push(format!("{name}: the table has no {metric}")); + continue; + }; + let n = row.measured_at.items_per_instance as f64; + match point.agrees_at(n, value) { + None => check + .unchecked + .push(format!("{name}: N = {n} is outside the curve")), + Some(false) => check.mismatched.push(format!( + "{name}: {metric} = {value} at N = {n}, curve {:?}", + point.curve + )), + Some(true) => {} + } + } + // A heap top-k config priced at one heap only can't serve any heap + // above it: every merged top-k candidate would quietly vanish. + let mut heaps: BTreeMap<(String, String), BTreeSet> = BTreeMap::new(); + for row in costs.iter().filter(|row| is_candidate(&row.sketch)) { + if let Some(heap) = heap_capacity(row) { + let key = (row.sketch.clone(), format!("{:?}", config_params(row))); + heaps.entry(key).or_default().insert(heap); + } + } + for ((sketch, params), measured) in heaps { + if measured.len() < 2 { + check.mismatched.push(format!( + "{sketch} {params}: priced at heap {measured:?} only; rerun \ + study_saturation.py --phase optimizer-cost for the heap sizes" + )); + } + } + check + } + + /// Every grid point of `config` bracketing `shape` (Q8 of sketch-bench#156), or + /// `None` when `config` isn't in the grid, `shape` lies outside it, or a + /// bracketing point is missing. + fn bracketing_points( + &self, + sketch: &str, + params: &BTreeMap, + shape: &DataShape, + ) -> Option> { + let points: Vec<&GridPoint> = self + .points_by_sketch + .get(sketch)? + .iter() + .filter(|point| &point.params == params) + .collect(); + let quantile = points.first()?.distinct_keys().is_none(); + let shape_params = if quantile { + bracket(points.iter().map(|p| p.shape_param()), shape.tail_index)? + } else { + bracket(points.iter().map(|p| p.shape_param()), shape.zipf_s)? + }; + let keys = if quantile { + vec![None] + } else { + let keys = points.iter().filter_map(|p| p.distinct_keys()); + bracket(keys, shape.distinct_keys)? + .into_iter() + .map(Some) + .collect() + }; + let bracketing: Vec<&GridPoint> = points + .into_iter() + .filter(|p| { + shape_params.contains(&p.shape_param()) && keys.contains(&p.distinct_keys()) + }) + .collect(); + (bracketing.len() == shape_params.len() * keys.len()).then_some(bracketing) + } +} + +impl SaturationCurves { + /// The grid points a top-`k` answer of `sketch` with `base` params reads + /// on `shape`: those of the smallest measured k at or above `k` whose + /// curves bracket `shape`, with `false`; else those of the largest k that + /// brackets it, with `true` (only the guarantee at `k` applies, floored + /// by them). `None` when no k's curves bracket `shape`. + fn curves_at_k( + &self, + sketch: &str, + base: &BTreeMap, + k: u64, + shape: &DataShape, + ) -> Option<(Vec<&GridPoint>, bool)> { + let measured: BTreeSet = self + .points_by_sketch + .get(sketch)? + .iter() + .filter(|point| same_but_topk_k(&point.params, base)) + .map(|point| params_topk_k(point.params.get("topk_k").copied())) + .collect(); + let bracket_at = |at: u64| self.bracketing_points(sketch, &with_topk_k(base, at), shape); + if let Some(points) = measured.range(k..).find_map(|&at| bracket_at(at)) { + return Some((points, false)); + } + measured + .iter() + .rev() + .find_map(|&at| bracket_at(at)) + .map(|points| (points, true)) + } +} + +/// Whether `a` and `b` name the same config, `topk_k` aside. +fn same_but_topk_k(a: &BTreeMap, b: &BTreeMap) -> bool { + let rest = |m: &BTreeMap| m.iter().filter(|(name, _)| *name != "topk_k").count(); + rest(a) == rest(b) + && a.iter() + .filter(|(name, _)| *name != "topk_k") + .all(|(name, value)| b.get(name) == Some(value)) +} + +/// `params` keyed at top-k `k`: a `topk_k` entry unless `k` is [`TOPK_K`], +/// which the grid and cost rows leave implicit. +fn with_topk_k(params: &BTreeMap, k: u64) -> BTreeMap { + let mut params = params.clone(); + params.remove("topk_k"); + if let Some(k) = crate::topk_k_param(k) { + params.insert("topk_k".to_string(), k as f64); + } + params +} + +/// Items one group receives in `window_ms`: series per group times scrapes +/// in the window. +fn items_per_group(facts: &MetricFacts, grouping: &LabelSet, window_ms: u64) -> f64 { + let series = facts.cardinality[&facts.labels] as f64; + let groups = facts.cardinality[grouping] as f64; + series / groups * window_ms as f64 / facts.scrape_interval_ms as f64 +} + +/// The grid values equal to `target`, else the two either side of it; +/// `None` outside the grid. +fn bracket(values: impl Iterator, target: f64) -> Option> { + let mut values: Vec = values.collect(); + values.sort_by(f64::total_cmp); + values.dedup(); + if values.contains(&target) { + return Some(vec![target]); + } + let above = values.partition_point(|&v| v < target); + (above > 0 && above < values.len()).then(|| vec![values[above - 1], values[above]]) +} + +/// `config`'s params, less a top-k `heap`: `{"params": {"rows": 3, "cols": +/// 1024, "heap": 128}}` → `{rows: 3, cols: 1024}`. Curves are measured at a +/// heap of `TOPK_K`, and a larger heap reads the same curve. +fn config_params(config: &AtomicCostEntry) -> Option> { + config.sketch_config["params"] + .as_object()? + .iter() + .filter(|(name, _)| *name != "heap") + .map(|(name, value)| Some((name.clone(), value.as_f64()?))) + .collect() +} + +/// [`HYDRA_SATURATION`]'s rows of the Hydra variants some capability plans +/// (the rest, such as hydra-cms, are skipped), each column's worst over +/// records and seeds. +fn load_hydra( + path: &Path, +) -> io::Result> { + let mut out: BTreeMap<_, HydraErrors> = BTreeMap::new(); + let columns = [ + "variant", + "config", + "dataset", + "group_columns", + "merge_shards", + HYDRA_COVERAGE[0].1, + HYDRA_COVERAGE[1].1, + HYDRA_COVERAGE[2].1, + ]; + for row in read_csv(path, &columns)? { + let variant = row["variant"].as_str(); + if !is_candidate(variant) || !family_properties(variant).answers_any_subgrouping { + continue; + } + let shards: u64 = row["merge_shards"] + .parse() + .map_err(|_| invalid(format!("{HYDRA_SATURATION}: merge_shards: {row:?}")))?; + let mut errors = [None; 3]; + for (error, (_, column)) in errors.iter_mut().zip(HYDRA_COVERAGE) { + if !row[column].is_empty() { + *error = Some(parse_number(&row[column])?); + } + } + let key = ( + variant.to_string(), + format!("{:?}", parse_config(&row["config"])?), + row["dataset"].clone(), + row["group_columns"] + .split(',') + .map(str::to_string) + .collect(), + ); + let direction = accuracy_key(variant).1; + let by_shards = out.entry(key).or_default(); + match by_shards.get_mut(&shards) { + None => { + by_shards.insert(shards, errors); + } + Some(worst) => { + // An empty cell means no covered group was scored in that + // run (say, all had zero truth): it bounds nothing. + for (worst, error) in worst.iter_mut().zip(errors) { + *worst = match (*worst, error) { + (Some(a), Some(b)) => Some(worse(a, b, direction)), + (a, b) => a.or(b), + }; + } + } + } + } + Ok(out) +} + +/// `"rows=3 cols=1024"` → `{rows: 3, cols: 1024}`; the grid's config strings. +/// Fails on a pair that isn't `name=number`. +fn parse_config(config: &str) -> io::Result> { + config + .split_whitespace() + .map(|pair| { + let (name, value) = pair + .split_once('=') + .ok_or_else(|| invalid(format!("config {config:?}: {pair:?} is not name=value")))?; + let value = value + .parse() + .map_err(|_| invalid(format!("config {config:?}: {name} is not a number")))?; + Ok((name.to_string(), value)) + }) + .collect() +} + +/// A grid row's `dist`, `param` and `cardinality` as a [`MeasuredShape`]. +fn parse_shape(row: &CsvRow) -> io::Result { + let param = parse_number(&row["param"])?; + match row["dist"].as_str() { + "zipf" => Ok(MeasuredShape::Zipf { + skew: param, + keys: parse_number(&row["cardinality"])?, + }), + "pareto" => Ok(MeasuredShape::Pareto { tail_index: param }), + dist => Err(invalid(format!("unknown dist {dist:?}"))), + } +} + +fn parse_number(text: &str) -> io::Result { + text.parse() + .map_err(|_| invalid(format!("not a number: {text:?}"))) +} + +fn invalid(message: String) -> io::Error { + io::Error::new(io::ErrorKind::InvalidData, message) +} + +type CsvRow = BTreeMap; + +/// Fields may be quoted: `hydra_saturation.csv`'s groupings hold commas. +/// Fails unless the header has every `required` column and every row +/// exactly one field per header column. +fn read_csv(path: &Path, required: &[&str]) -> io::Result> { + let failed = |e: csv::Error| invalid(format!("{}: {e}", path.display())); + let text = std::fs::read_to_string(path) + .map_err(|e| io::Error::new(e.kind(), format!("{}: {e}", path.display())))?; + let mut reader = csv::ReaderBuilder::new() + .flexible(true) + .from_reader(text.as_bytes()); + let header = reader.headers().map_err(failed)?.clone(); + let missing: Vec<_> = required + .iter() + .filter(|&&column| !header.iter().any(|name| name == column)) + .collect(); + if !missing.is_empty() { + return Err(invalid(format!( + "{}: missing columns {missing:?}", + path.display() + ))); + } + reader + .records() + .map(|record| { + let record = record.map_err(failed)?; + if record.len() != header.len() { + return Err(invalid(format!( + "{}: line {}: {} fields, the header has {}", + path.display(), + record.position().map_or(0, |p| p.line()), + record.len(), + header.len() + ))); + } + Ok(header + .iter() + .zip(record.iter()) + .map(|(name, value)| (name.to_string(), value.to_string())) + .collect()) + }) + .collect() +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::test_support::{facts, raqe, METRIC}; + use crate::Capability; + + const TOPK: &str = "cms-heap-topk-fastpath-vector2d"; + + /// UnivMon's heaps are rebuilt on merge, so its cardinality reads merge + /// curves like KLL; HLL's register max and DDSketch's bucket sums are + /// exact. + #[test] + fn univmon_cardinality_merges_lossily_hll_and_dd_do_not() { + assert!(merges_lossily("univmon-cardinality")); + assert!(!merges_lossily("hll")); + assert!(!merges_lossily("dd")); + } + + /// Top-k rows=3 cols=1024 at θ ∈ {1.0, 1.2}, K ∈ {1e3, 1e5}. Precision + /// falls with N; θ = 1.0 is worse, and K = 1e5 never saturates. Merged + /// from 4 shards it loses 0.02 more, from 16 shards 0.1. + fn curves() -> SaturationCurves { + let curve = |offset: f64| { + vec![ + (1e3, 1.0 - offset, 0.0), + (1e4, 0.95 - offset, 0.01), + (1e5, 0.9 - offset, 0.0), + ] + }; + let point = |theta: f64, keys: f64, offset: f64, n_sat: Option| GridPoint { + params: parse_config("rows=3 cols=1024").unwrap(), + shape: MeasuredShape::Zipf { skew: theta, keys }, + error_metric: "precision_at_k".into(), + n_sat, + curve: curve(offset), + merged: BTreeMap::from([(4, curve(offset + 0.02)), (16, curve(offset + 0.1))]), + }; + SaturationCurves { + points_by_sketch: BTreeMap::from([( + TOPK.to_string(), + vec![ + point(1.0, 1e3, 0.05, Some(1e4)), + point(1.2, 1e3, 0.0, Some(1e4)), + point(1.0, 1e5, 0.1, None), + point(1.2, 1e5, 0.08, None), + ], + )]), + ..SaturationCurves::default() + } + } + + /// One group of `series` series scraped every second, shaped `shape`. + fn workload(series: u64, shape: DataShape) -> WorkloadFacts { + let mut facts = facts(1, series); + let metric = facts.get_mut(METRIC).unwrap(); + metric.data_shape.insert(LabelSet::new(), shape); + facts + } + + fn shape(zipf_s: f64, distinct_keys: f64) -> DataShape { + DataShape { + zipf_s, + distinct_keys, + tail_index: 2.0, + } + } + + fn topk_raqe(lookback_ms: u64) -> Raqe { + Raqe { + capability: Capability::TopKByValue, + ..raqe(lookback_ms, lookback_ms) + } + } + + fn deployment(sketch: &str, window_ms: u64) -> Deployment { + Deployment { + capability: Capability::TopKByValue, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: LabelSet::new(), + config: AtomicCostEntry { + sketch: sketch.into(), + sketch_config: serde_json::json!({"params": {"rows": 3, "cols": 1024}}), + mem_bytes_per_instance: 1.0, + insert_cpu_secs: 1.0, + merge_cpu_secs: 1.0, + query_cpu_secs: 1.0, + query_accuracy: BTreeMap::from([("precision_at_k".into(), 1.0)]), + accuracy_metric: crate::test_support::metric_of(sketch), + measured_at: crate::test_support::measured_at(), + }, + window_ms, + slide_ms: window_ms, + key_tracker: None, + } + } + + #[test] + fn reads_the_worse_neighbour_between_checkpoints_and_the_plateau_past_the_last() { + let point = &curves().points_by_sketch[TOPK][1]; + let higher = AccuracyDirection::HigherIsBetter; + assert_eq!(point.error_at(1e4, higher), Some(0.95)); + assert_eq!(point.error_at(3e4, higher), Some(0.9)); + assert_eq!(point.error_at(5e2, higher), None); + assert_eq!(point.error_at(1e9, higher), Some(0.9)); + let unsaturated = &curves().points_by_sketch[TOPK][2]; + assert_eq!(unsaturated.error_at(1e9, higher), None); + } + + #[test] + fn takes_the_worst_bracketing_grid_point() { + // 10 series × 1000 s = 1e4 items; θ = 1.1 brackets 1.0 and 1.2. + let facts = workload(10, shape(1.1, 1e3)); + let r = topk_raqe(1_000_000); + let value = curves().accuracy(&r, &deployment(TOPK, 1_000_000), &facts); + assert_eq!( + value, + Some(0.95 - 0.05), + "θ = 1.0 at 1e4 is worse than θ = 1.2" + ); + } + + /// A hole in the grid (a bracketing point the study didn't measure) + /// leaves the shape unknown rather than bridging to farther points: + /// accuracy needn't be monotone in K. + #[test] + fn a_hole_in_the_grid_has_no_accuracy() { + let mut curves = curves(); + // Drop θ = 1.2, K = 1e3. + let hole = MeasuredShape::Zipf { + skew: 1.2, + keys: 1e3, + }; + curves + .points_by_sketch + .get_mut(TOPK) + .unwrap() + .retain(|p| p.shape != hole); + let r = topk_raqe(1_000_000); + let d = deployment(TOPK, 1_000_000); + assert_eq!( + curves.accuracy(&r, &d, &workload(10, shape(1.1, 1e3))), + None + ); + // θ = 1.0 at K = 1e3 is still measured. + assert!(curves + .accuracy(&r, &d, &workload(10, shape(1.0, 1e3))) + .is_some()); + } + + #[test] + fn a_shape_outside_the_grid_or_without_a_fit_has_no_accuracy() { + let r = topk_raqe(1_000_000); + let d = deployment(TOPK, 1_000_000); + assert_eq!( + curves().accuracy(&r, &d, &workload(10, shape(0.5, 1e3))), + None + ); + assert_eq!( + curves().accuracy(&r, &d, &workload(10, shape(1.0, 1e7))), + None + ); + assert_eq!(curves().accuracy(&r, &d, &facts(1, 10)), None); + } + + #[test] + fn merged_answers_read_the_merge_curve_at_the_lookback_count() { + // 10 items/s: the 1e4 s lookback covers 1e5 items whatever the + // window; top-k reads the curve of the sketch merged from L/x. + let facts = workload(10, shape(1.2, 1e3)); + let r = topk_raqe(10_000_000); + let at = |window_ms| curves().accuracy(&r, &deployment(TOPK, window_ms), &facts); + // One window: the plain curve. + assert_eq!(at(10_000_000), Some(0.9)); + // 4 windows: the 4-shard curve. + assert!((at(2_500_000).unwrap() - 0.88).abs() < 1e-12); + // 10 windows sit between 4 and 16 shards: the worse, 16. + assert!((at(1_000_000).unwrap() - 0.8).abs() < 1e-12); + // 100 windows: past the largest measured count, unmeasured. + assert_eq!(at(100_000), None); + } + + /// p99 by service from KLL by (service, endpoint) reads the coarse + /// group's shape and items, merged from its 10 endpoints. + #[test] + fn a_kll_roll_up_reads_the_merge_curve_at_fan_out_times_windows() { + use crate::test_support::{kll_by, label_set, quantile_by, service_endpoint_facts}; + let curve = |error: f64| vec![(1e3, error, 0.0), (1e4, error + 0.01, 0.0)]; + let kll = GridPoint { + params: parse_config("k=200").unwrap(), + shape: MeasuredShape::Pareto { tail_index: 2.0 }, + error_metric: "mean_rank_err".into(), + n_sat: None, + curve: curve(0.01), + merged: BTreeMap::from([(4, curve(0.02)), (16, curve(0.05))]), + }; + let curves = SaturationCurves { + points_by_sketch: BTreeMap::from([("kll-percall".to_string(), vec![kll])]), + ..SaturationCurves::default() + }; + let mut facts = service_endpoint_facts(); + let metric = facts.get_mut(METRIC).unwrap(); + // Only the coarse grouping's shape is on the grid. + metric + .data_shape + .insert(label_set(&["service"]), shape(1.0, 1.0)); + metric.data_shape.insert( + label_set(&["service", "endpoint"]), + DataShape { + tail_index: 9.0, + ..shape(1.0, 1.0) + }, + ); + // 10 series per service × 100 s = 1e3 items, in one window. + let by_service = quantile_by(&["service"], 100_000, 100_000); + let accuracy = + |grouping: &[&str]| curves.accuracy(&by_service, &kll_by(grouping, 100_000), &facts); + assert_eq!(accuracy(&["service"]), Some(0.01)); + // 10 merged endpoints sit between 4 and 16 shards: the worse, 16. + assert_eq!(accuracy(&["service", "endpoint"]), Some(0.05)); + } + + /// A heap of m · k merged from m windows reads as one sketch: the plain + /// curve, not the merge curve, and no merge curve is needed. + #[test] + fn a_heap_of_m_times_k_reads_the_plain_curve() { + let facts = workload(10, shape(1.2, 1e3)); + let r = topk_raqe(10_000_000); + let with_heap = |window_ms, heap: u64| { + let mut d = deployment(TOPK, window_ms); + d.config.sketch_config["params"]["heap"] = heap.into(); + d + }; + let mut plain_only = curves(); + for point in plain_only.points_by_sketch.get_mut(TOPK).unwrap() { + point.merged.clear(); + } + // 4 windows: a heap of 4k reads the plain curve; 2k doesn't, and + // without a merge curve has no accuracy. + assert_eq!( + plain_only.accuracy(&r, &with_heap(2_500_000, 4 * TOPK_K), &facts), + Some(0.9) + ); + assert_eq!( + plain_only.accuracy(&r, &with_heap(2_500_000, 2 * TOPK_K), &facts), + None + ); + // With merge curves, a small heap still reads them. + assert!( + (curves() + .accuracy(&r, &with_heap(2_500_000, TOPK_K), &facts) + .unwrap() + - 0.88) + .abs() + < 1e-12 + ); + } + + /// Past a merge curve's last checkpoint the merged answer is unknown, + /// even when the plain curve saturated: nothing shows the merged sketch + /// stopped changing. + #[test] + fn a_merge_curve_has_no_plateau() { + let point = &curves().points_by_sketch[TOPK][1]; + let higher = AccuracyDirection::HigherIsBetter; + assert_eq!(point.n_sat, Some(1e4)); + assert!((point.merged_error_at(4, 1e5, higher).unwrap() - 0.88).abs() < 1e-12); + assert_eq!(point.merged_error_at(4, 1e9, higher), None); + assert_eq!(point.error_at(1e9, higher), Some(0.9)); + } + + /// Without a merge curve, a merged top-k answer has no known accuracy; + /// one window still reads the plain curve. + #[test] + fn a_lossy_merge_without_a_merge_curve_is_unknown() { + let mut curves = curves(); + for point in curves.points_by_sketch.get_mut(TOPK).unwrap() { + point.merged.clear(); + } + let facts = workload(10, shape(1.2, 1e3)); + let r = topk_raqe(10_000_000); + assert_eq!( + curves.accuracy(&r, &deployment(TOPK, 1_000_000), &facts), + None + ); + assert_eq!( + curves.accuracy(&r, &deployment(TOPK, 10_000_000), &facts), + Some(0.9) + ); + } + + #[test] + fn load_reads_merge_curves_beyond_one_shard() { + let dir = std::env::temp_dir().join(format!("rqe-merge-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + let point = "quantile,kll-percall,k=200,pareto,2.0,"; + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + std::fs::write( + dir.join(run).join("saturation.csv"), + format!( + "{header},n_sat,final_error,error_metric\n{point},1000,0.01,mean_rank_err\n" + ), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n{point},1000,0.01,0\n"), + ) + .unwrap(); + } + // One shard is the plain curve. The later run measured only 16 + // shards: it keeps the earlier run's 4. + let merge = |rows: &str| format!("{header},n,shards,seed_mean_error,seed_se\n{rows}"); + let merge_path = |run| dir.join(run).join("saturation_merge_curve.csv"); + std::fs::write( + merge_path(RUN_DIRS[0]), + merge(&format!("{point},1000,1,0.01,0\n{point},1000,4,0.02,0\n")), + ) + .unwrap(); + std::fs::write( + merge_path(RUN_DIRS[1]), + merge(&format!("{point},1000,16,0.03,0\n")), + ) + .unwrap(); + let loaded = SaturationCurves::load(&dir); + // A merged KLL with no merge curve anywhere is refused. + std::fs::remove_file(merge_path(RUN_DIRS[0])).unwrap(); + std::fs::write(merge_path(RUN_DIRS[1]), merge("")).unwrap(); + let missing = SaturationCurves::load(&dir); + std::fs::remove_dir_all(&dir).unwrap(); + let point = &loaded.unwrap().points_by_sketch["kll-percall"][0]; + assert_eq!( + point.merged, + BTreeMap::from([(4, vec![(1e3, 0.02, 0.0)]), (16, vec![(1e3, 0.03, 0.0)])]) + ); + assert!(missing.unwrap_err().to_string().contains("no merge curve")); + } + + /// Past an unsaturated curve the study measured nothing: the answer + /// falls back to the algorithm's guarantee, and says so. A merged top-k + /// answer has no guarantee. + #[test] + fn an_unmeasured_point_falls_back_to_the_guarantee() { + // θ = 1.0, K = 1e5 never saturates; 10 series × 1e8 s = 1e9 items. + let facts = workload(10, shape(1.0, 1e5)); + let r = topk_raqe(100_000_000); + let one_window = curves().accuracy_with_source(&r, &deployment(TOPK, 100_000_000), &facts); + let params = BTreeMap::from([("rows".to_string(), 3.0), ("cols".to_string(), 1024.0)]); + let zipf = MeasuredShape::Zipf { + skew: 1.0, + keys: 1e5, + }; + let bound = theory::bound(TOPK, ¶ms, zipf, 1).unwrap(); + assert_eq!(one_window, Some((bound, AccuracySource::Theory))); + let merged = curves().accuracy_with_source(&r, &deployment(TOPK, 10_000_000), &facts); + assert_eq!(merged, None); + // Measured where the curve has it. + let measured = curves().accuracy_with_source( + &r, + &deployment(TOPK, 100_000_000), + &workload(10, shape(1.2, 1e3)), + ); + assert_eq!( + measured.map(|(_, source)| source), + Some(AccuracySource::Measured) + ); + } + + /// A fallback's floor is the worse last measurement of both shard + /// counts around the merge count, not only the smaller. + #[test] + fn a_fallback_floor_reads_both_bracketing_merge_curves() { + let point = &curves().points_by_sketch[TOPK][1]; + let higher = AccuracyDirection::HigherIsBetter; + // 4 shards end at 0.88, 16 at 0.80: 8 merges floor at 0.80. + assert!((point.last_measured_error(8, higher).unwrap() - 0.8).abs() < 1e-12); + assert!((point.last_measured_error(4, higher).unwrap() - 0.88).abs() < 1e-12); + assert!((point.last_measured_error(1, higher).unwrap() - 0.9).abs() < 1e-12); + // Past the largest count, the largest's. + assert!((point.last_measured_error(100, higher).unwrap() - 0.8).abs() < 1e-12); + } + + /// A top-k answer reads the curve at its k, else the next larger + /// measured k; past every measured k, only the guarantee at k. + #[test] + fn a_topk_answer_reads_the_curve_at_its_k() { + // The fixture's curves are at k = 32; add the same config at k = 100, + // 0.2 lower in precision. + let mut curves = curves(); + let at_100: Vec = curves.points_by_sketch[TOPK] + .iter() + .map(|p| { + let mut p = p.clone(); + p.params.insert("topk_k".into(), 100.0); + p.curve.iter_mut().for_each(|c| c.1 -= 0.2); + p + }) + .collect(); + curves + .points_by_sketch + .get_mut(TOPK) + .unwrap() + .extend(at_100); + // 10 series × 1e4 s = 1e5 items on θ = 1.2, K = 1e3: k = 32 reads 0.9. + let facts = workload(10, shape(1.2, 1e3)); + let read = |k| { + let r = Raqe { + topk_k: Some(k), + ..topk_raqe(10_000_000) + }; + let mut d = deployment(TOPK, 10_000_000); + d.config.sketch_config["params"]["heap"] = (k.max(TOPK_K)).into(); + curves.accuracy_with_source(&r, &d, &facts) + }; + let close = |got: Option<(f64, AccuracySource)>, want: f64, source| { + let (v, s) = got.unwrap(); + assert!((v - want).abs() < 1e-12 && s == source, "{v} {s:?}"); + }; + close(read(32), 0.9, AccuracySource::Measured); + // k = 10 isn't measured: the next larger, 32. + close(read(10), 0.9, AccuracySource::Measured); + // k = 50 reads k = 100's curve. + close(read(50), 0.7, AccuracySource::Measured); + close(read(100), 0.7, AccuracySource::Measured); + // k = 200: past every measured k, the guarantee at 200, no better than + // k = 100's measured 0.7. + let (value, source) = read(200).unwrap(); + assert_eq!(source, AccuracySource::Theory); + assert!(value <= 0.7 + 1e-12, "{value}"); + } + + /// A larger k whose curves don't bracket the shape is skipped: the + /// answer falls to the guarantee, floored by a k that does bracket it. + #[test] + fn a_k_whose_curves_miss_the_shape_falls_to_the_guarantee() { + // k = 100 measured at K = 1e3 only; the shape below needs K = 1e3..1e5. + let mut curves = curves(); + let at_100: Vec = curves.points_by_sketch[TOPK] + .iter() + .filter(|p| p.distinct_keys() == Some(1e3)) + .map(|p| { + let mut p = p.clone(); + p.params.insert("topk_k".into(), 100.0); + p + }) + .collect(); + curves + .points_by_sketch + .get_mut(TOPK) + .unwrap() + .extend(at_100); + let facts = workload(10, shape(1.2, 1e4)); + let r = Raqe { + topk_k: Some(50), + ..topk_raqe(10_000_000) + }; + let mut d = deployment(TOPK, 10_000_000); + d.config.sketch_config["params"]["heap"] = 50.into(); + let (_, source) = curves.accuracy_with_source(&r, &d, &facts).unwrap(); + assert_eq!(source, AccuracySource::Theory); + } + + /// A top-`k` RAQE merged from m windows needs a heap of m·k. + #[test] + fn the_heap_needed_is_merges_times_k() { + assert_eq!(crate::heap_needed(60_000, 15_000, 10), Some(40)); + assert_eq!(crate::heap_needed(60_000, 15_000, TOPK_K), Some(4 * TOPK_K)); + assert_eq!(crate::heap_needed(60_000, 7_000, 10), None); + } + + #[test] + fn exact_accumulators_keep_the_cost_table_value() { + let r = topk_raqe(1_000_000); + let mut d = deployment("exact-sum", 1_000_000); + d.config.query_accuracy = BTreeMap::from([("relative_error".into(), 0.0)]); + let value = curves().accuracy(&r, &d, &facts(1, 10)); + assert_eq!(value, Some(0.0)); + } + + /// A top-k row measured at θ = 1.2, K = 1e3 and `items`, scoring + /// `precision`. + fn measured_row(cols: u64, items: u64, precision: f64) -> AtomicCostEntry { + use aqpbm_core::{DataDistribution, MeasuredAt, ZipfParameter}; + AtomicCostEntry { + sketch_config: serde_json::json!({"params": {"rows": 3, "cols": cols}}), + query_accuracy: BTreeMap::from([("precision_at_k".into(), precision)]), + measured_at: MeasuredAt { + items_per_instance: items, + keys_per_instance: Some(1_000), + value_range: None, + merge_operand_items: None, + distribution: Some(DataDistribution::Zipf(ZipfParameter { + skewness: 1.2, + population_size: 1_000, + seed: 1, + })), + dataset: None, + schema_width: None, + }, + ..deployment(TOPK, 1).config + } + } + + #[test] + fn the_cost_table_is_a_point_on_the_curve() { + // Each top-k row also priced at a large heap, as the study does. + let check = |rows: &[AtomicCostEntry]| { + let mut all = rows.to_vec(); + for row in rows.iter().filter(|row| heap_capacity(row).is_some()) { + let mut large = row.clone(); + large.sketch_config["params"]["heap"] = (64 * TOPK_K).into(); + all.push(large); + } + curves().check_cost_table(&all) + }; + // Priced at one heap only: no merged top-k candidate could be built. + let lone = curves().check_cost_table(&[measured_row(1024, 10_000, 0.93)]); + assert_eq!(lone.mismatched.len(), 1, "{lone:?}"); + assert!(lone.mismatched[0].contains("priced at heap"), "{lone:?}"); + // A heap of k is checked like no heap; a larger heap is cost-only. + let with_heap = |heap: u64, precision| { + let mut row = measured_row(1024, 10_000, precision); + row.sketch_config["params"]["heap"] = heap.into(); + row + }; + assert_eq!(check(&[with_heap(TOPK_K, 0.8)]).mismatched.len(), 1); + assert_eq!( + check(&[with_heap(4 * TOPK_K, 0.8)]), + CostTableCheck::default() + ); + // θ = 1.2, K = 1e3 reads 0.95 ± 3 × 0.01 + 5% at N = 1e4. + assert_eq!( + check(&[measured_row(1024, 10_000, 0.93)]), + CostTableCheck::default() + ); + assert_eq!( + check(&[measured_row(1024, 10_000, 0.8)]).mismatched.len(), + 1 + ); + // Between checkpoints: the range of the two either side. + assert!(check(&[measured_row(1024, 30_000, 0.92)]) + .mismatched + .is_empty()); + // A config off the grid is a mismatch; a shape or N the study didn't + // run is unchecked. + assert_eq!( + check(&[measured_row(2048, 10_000, 0.95)]).mismatched.len(), + 1 + ); + assert_eq!(check(&[measured_row(1024, 100, 0.95)]).unchecked.len(), 1); + let mut pareto = measured_row(1024, 10_000, 0.95); + pareto.measured_at.distribution = None; + assert_eq!(check(&[pareto]).unchecked.len(), 1); + // A row naming another metric than its family's is a mismatch. + let mut other_metric = measured_row(1024, 10_000, 0.95); + other_metric.query_accuracy = BTreeMap::from([("recall_at_k".into(), 0.95)]); + other_metric.accuracy_metric = "recall_at_k".into(); + // (Its large-heap copy names the same wrong metric.) + let wrong = check(&[other_metric]).mismatched; + assert!( + !wrong.is_empty() && wrong.iter().all(|m| m.contains("recall_at_k")), + "{wrong:?}" + ); + // Sketches the study didn't run, exact ones among them, skip the + // curve, but still name their family's metric. + let exact = AtomicCostEntry { + sketch: "exact-sum".into(), + query_accuracy: BTreeMap::from([("relative_error".into(), 0.0)]), + accuracy_metric: "relative_error".into(), + ..measured_row(1024, 10_000, 0.0) + }; + assert_eq!( + check(std::slice::from_ref(&exact)), + CostTableCheck::default() + ); + let misnamed = AtomicCostEntry { + accuracy_metric: "relative_error_mean".into(), + ..exact + }; + assert_eq!(check(&[misnamed]).mismatched.len(), 1); + } + + /// Each top-k k is its own grid: k = 32 on θ 1.0 and k = 10 on θ 1.2 + /// are each a full cross, though their union isn't, and load accepts them. + /// A hole within one k is still refused. + #[test] + fn the_full_cross_is_checked_per_k() { + let write = |tag: &str, points: &[String]| { + let dir = std::env::temp_dir().join(format!("rqe-k-{tag}-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + let summary: String = points + .iter() + .map(|p| format!("{p},1000,0.9,precision_at_k\n")) + .collect(); + let curve: String = points.iter().map(|p| format!("{p},1000,0.9,0\n")).collect(); + std::fs::write( + dir.join(run).join("saturation.csv"), + format!("{header},n_sat,final_error,error_metric\n{summary}"), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n{curve}"), + ) + .unwrap(); + } + let loaded = SaturationCurves::load(&dir).map(|_| ()); + std::fs::remove_dir_all(&dir).unwrap(); + loaded + }; + let point = |config: &str, shape: &str| format!("topk,{TOPK},{config},zipf,{shape}"); + let per_k = [ + point("rows=3 cols=1024", "1.0,1000"), + point("rows=3 cols=1024", "1.0,100000"), + point("rows=3 cols=1024 topk_k=10", "1.2,1000"), + point("rows=3 cols=1024 topk_k=10", "1.2,100000"), + ]; + write("ok", &per_k).expect("each k is a full cross"); + let holed = [ + per_k[0].clone(), + per_k[1].clone(), + point("rows=3 cols=1024 topk_k=10", "1.0,1000"), + point("rows=3 cols=1024 topk_k=10", "1.2,100000"), + ]; + let err = write("hole", &holed).unwrap_err().to_string(); + assert!( + err.contains("topk_k") && err.contains("full cross"), + "{err}" + ); + } + + #[test] + fn load_refuses_a_grid_that_isnt_a_full_cross() { + let dir = std::env::temp_dir().join(format!("rqe-cross-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + let points = ["1.0,1000", "1.2,1000", "1.0,100000"] + .map(|shape| format!("topk,{TOPK},rows=3 cols=1024,zipf,{shape}")); + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + let summary: String = points + .iter() + .map(|p| format!("{p},1000,0.9,precision_at_k\n")) + .collect(); + let curve: String = points.iter().map(|p| format!("{p},1000,0.9,0\n")).collect(); + std::fs::write( + dir.join(run).join("saturation.csv"), + format!("{header},n_sat,final_error,error_metric\n{summary}"), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n{curve}"), + ) + .unwrap(); + } + let loaded = SaturationCurves::load(&dir); + std::fs::remove_dir_all(&dir).unwrap(); + let err = loaded.unwrap_err().to_string(); + assert!( + err.contains("full cross") && err.contains("(1.2, 100000.0)"), + "{err}" + ); + } + + #[test] + fn load_takes_a_point_in_both_runs_from_the_1e9_run() { + let dir = std::env::temp_dir().join(format!("rqe-saturation-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + for (run, n_sat, last) in [ + (RUN_DIRS[0], "not_saturated", "1e7"), + (RUN_DIRS[1], "1e8", "1e9"), + ] { + std::fs::create_dir_all(dir.join(run)).unwrap(); + let point = "quantile,kll-percall,k=200,pareto,2.0,"; + std::fs::write( + dir.join(run).join("saturation.csv"), + format!( + "{header},n_sat,final_error,error_metric\n{point},{n_sat},0.01,mean_rank_err\n" + ), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n{point},1000,0.05,0\n{point},{last},0.01,0\n"), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_merge_curve.csv"), + format!("{header},n,shards,seed_mean_error,seed_se\n{point},1000,4,0.06,0\n"), + ) + .unwrap(); + } + let loaded = SaturationCurves::load(&dir).unwrap(); + std::fs::remove_dir_all(&dir).unwrap(); + let points = &loaded.points_by_sketch["kll-percall"]; + assert_eq!(points.len(), 1); + assert_eq!(points[0].n_sat, Some(1e8)); + assert_eq!(points[0].curve, vec![(1e3, 0.05, 0.0), (1e9, 0.01, 0.0)]); + assert_eq!(points[0].shape, MeasuredShape::Pareto { tail_index: 2.0 }); + assert_eq!(points[0].params, BTreeMap::from([("k".to_string(), 200.0)])); + } + + /// Top-k merges as one sketch when its heap holds m · k, so a study needs + /// no merge curves for it. + #[test] + fn load_needs_no_merge_curves_for_heap_topk() { + let dir = std::env::temp_dir().join(format!("rqe-topk-nomerge-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + let point = format!("topk,{TOPK},rows=3 cols=1024,zipf,1.2,1000"); + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + std::fs::write( + dir.join(run).join("saturation.csv"), + format!( + "{header},n_sat,final_error,error_metric\n{point},1000,0.9,precision_at_k\n" + ), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n{point},1000,0.9,0\n"), + ) + .unwrap(); + } + let loaded = SaturationCurves::load(&dir); + std::fs::remove_dir_all(&dir).unwrap(); + assert!(loaded.is_ok(), "{:?}", loaded.err()); + } + + /// A curve for another metric than the family's, such as DD's max error + /// before sketch-bench#175, is a stale study: refused at load, whatever the lookback. + #[test] + fn load_refuses_a_curve_for_another_metric() { + let dir = std::env::temp_dir().join(format!("rqe-stale-{}", std::process::id())); + let header = "family,sketch,config,dist,param,cardinality"; + let point = "quantile,dd,alpha=0.01,pareto,2.0,"; + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + std::fs::write( + dir.join(run).join("saturation.csv"), + format!( + "{header},n_sat,final_error,error_metric\n{point},1e8,0.01,max_relative_value_error\n" + ), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n"), + ) + .unwrap(); + } + let loaded = SaturationCurves::load(&dir); + std::fs::remove_dir_all(&dir).unwrap(); + let error = loaded.unwrap_err().to_string(); + assert!( + error.contains("dd curve measured max_relative_value_error"), + "{error}" + ); + } + + const HYDRA_HEADER: &str = "variant,config,R,W,dataset,group_columns,schema_width,\ + records,fanned_mass,merge_shards,seed,err_mean,err_p50,err_p90,err_max,groups_scored,\ + err_max_cov_0.01,err_max_cov_0.05"; + + /// A `hydra_saturation.csv` row on `hydra_http` at rows=3 cols=1024: + /// `variant`, `grouping` (label names), records, merge shards, seed, then + /// err_max, err_max_cov_0.01 and err_max_cov_0.05 as written. + fn hydra_row( + variant: &str, + grouping: &str, + records: f64, + shards: u64, + seed: u64, + errors: [&str; 3], + ) -> String { + let [all, cov_1, cov_5] = errors; + format!( + "{variant},rows=3 cols=1024,3,1024,hydra_http,\"{grouping}\",2,{records},0,{shards},\ + {seed},0,0,0,{all},10,{cov_1},{cov_5}" + ) + } + + /// A saturation dir with empty curves and, when `rows` is `Some`, a + /// `hydra_saturation.csv` of them, loaded. `tag` keeps parallel tests' + /// dirs apart. + fn hydra_curves(tag: &str, rows: Option<&[String]>) -> SaturationCurves { + let csv = rows.map(|rows| format!("{HYDRA_HEADER}\n{}\n", rows.join("\n"))); + load_hydra_csv(tag, csv).unwrap() + } + + /// [`hydra_curves`] with `csv`, when `Some`, as `hydra_saturation.csv`. + fn load_hydra_csv(tag: &str, csv: Option) -> io::Result { + let dir = std::env::temp_dir().join(format!("rqe-hydra-{tag}-{}", std::process::id())); + for run in RUN_DIRS { + std::fs::create_dir_all(dir.join(run)).unwrap(); + let header = "family,sketch,config,dist,param,cardinality"; + std::fs::write( + dir.join(run).join("saturation.csv"), + format!("{header},n_sat,final_error,error_metric\n"), + ) + .unwrap(); + std::fs::write( + dir.join(run).join("saturation_curve.csv"), + format!("{header},n,seed_mean_error,seed_se\n"), + ) + .unwrap(); + } + if let Some(csv) = csv { + std::fs::write(dir.join(HYDRA_SATURATION), csv).unwrap(); + } + let loaded = SaturationCurves::load(&dir); + std::fs::remove_dir_all(&dir).unwrap(); + loaded + } + + /// A malformed `hydra_saturation.csv` fails the load, naming the + /// problem, rather than leaving Hydra silently without accuracy. + #[test] + fn a_malformed_hydra_csv_is_an_error() { + let row = hydra_row("hydra-hll", "service", 1e5, 1, 0, ["0.1"; 3]); + let error = + |tag: &str, csv: String| load_hydra_csv(tag, Some(csv)).unwrap_err().to_string(); + let no_cov = HYDRA_HEADER.trim_end_matches(",err_max_cov_0.05"); + let missing = error("missing", format!("{no_cov}\n{row}\n")); + assert!( + missing.contains("missing columns [\"err_max_cov_0.05\"]"), + "{missing}" + ); + let (short_row, _) = row.rsplit_once(',').unwrap(); + let short = error("short", format!("{HYDRA_HEADER}\n{short_row}\n")); + assert!( + short.contains("line 2: 17 fields, the header has 18"), + "{short}" + ); + let long = error("long", format!("{HYDRA_HEADER}\n{row},extra\n")); + assert!( + long.contains("line 2: 19 fields, the header has 18"), + "{long}" + ); + let wide = row.replace("cols=1024", "cols=wide"); + let config = error("config", format!("{HYDRA_HEADER}\n{wide}\n")); + assert!(config.contains("cols is not a number"), "{config}"); + } + + /// 5 services × 10 endpoints, measured as `hydra_http`. + fn hydra_facts() -> WorkloadFacts { + let mut facts = crate::test_support::service_endpoint_facts(); + let schema = crate::test_support::label_set(&["service", "endpoint"]); + facts.get_mut(METRIC).unwrap().hydra_dataset = Some(("hydra_http".into(), schema)); + facts + } + + fn tracker() -> AtomicCostEntry { + AtomicCostEntry { + sketch: crate::KEY_TRACKER_FAMILY.into(), + sketch_config: serde_json::json!({"params": {}}), + mem_bytes_per_instance: 10.0, + accuracy_metric: "relative_error".into(), + ..deployment(TOPK, 60_000).config + } + } + + /// A `sketch` grid at rows=3 cols=1024 over (service, endpoint), with + /// its key tracker. + fn hydra(sketch: &str, window_ms: u64) -> Deployment { + let base = deployment(sketch, window_ms); + Deployment { + capability: if sketch == "hydra-kll" { + Capability::Quantile + } else { + Capability::Cardinality + }, + grouping_labels: crate::test_support::label_set(&["service", "endpoint"]), + config: AtomicCostEntry { + mem_bytes_per_instance: 2_000.0, + ..base.config.clone() + }, + key_tracker: Some(tracker()), + ..base + } + } + + /// A distinct count by `grouping` over `lookback_ms` within 5%, covering + /// groups of share `covers` (`None`: every group). + fn distinct_by(grouping: &[&str], lookback_ms: u64, covers: Option) -> Raqe { + Raqe { + capability: Capability::Cardinality, + accuracy_sla: 0.05, + accuracy_covers_share: covers, + ..crate::test_support::quantile_by(grouping, lookback_ms, lookback_ms) + } + } + + #[test] + fn hydra_reads_the_column_its_coverage_selects() { + let rows = [hydra_row( + "hydra-hll", + "service", + 1e5, + 1, + 0, + ["0.3", "0.2", "0.1"], + )]; + let curves = hydra_curves("coverage", Some(&rows)); + let at = |covers| { + curves.accuracy( + &distinct_by(&["service"], 60_000, covers), + &hydra("hydra-hll", 60_000), + &hydra_facts(), + ) + }; + assert_eq!(at(None), Some(0.3)); + assert_eq!(at(Some(0.01)), Some(0.2)); + assert_eq!(at(Some(0.05)), Some(0.1)); + assert_eq!(at(Some(0.5)), Some(0.1)); + // Between the measured shares, the next stricter column; below the + // smallest, every group's. + assert_eq!(at(Some(0.03)), Some(0.2)); + assert_eq!(at(Some(0.001)), Some(0.3)); + } + + /// Error is taken to depend on shares, not N: the worst over the + /// measured records and seeds. An empty cell (no covered group scored) + /// is skipped; a column every row left empty is unknown. + #[test] + fn hydra_takes_the_worst_over_records_and_seeds() { + let rows = [ + hydra_row("hydra-hll", "service", 1e5, 1, 0, ["0.1", "", "0.1"]), + hydra_row("hydra-hll", "service", 1e6, 1, 0, ["0.15", "0.1", ""]), + hydra_row("hydra-hll", "service", 1e6, 1, 1, ["0.12", "", ""]), + ]; + let curves = hydra_curves("worst", Some(&rows)); + let at = |covers| { + curves.accuracy( + &distinct_by(&["service"], 60_000, covers), + &hydra("hydra-hll", 60_000), + &hydra_facts(), + ) + }; + assert_eq!(at(None), Some(0.15)); + assert_eq!(at(Some(0.01)), Some(0.1)); + assert_eq!(at(Some(0.05)), Some(0.1)); + let rows = [hydra_row( + "hydra-hll", + "service", + 1e5, + 1, + 0, + ["0.1", "0.1", ""], + )]; + let curves = hydra_curves("all_empty", Some(&rows)); + let at_5pct = curves.accuracy( + &distinct_by(&["service"], 60_000, Some(0.05)), + &hydra("hydra-hll", 60_000), + &hydra_facts(), + ); + assert_eq!(at_5pct, None); + } + + /// hydra-kll merges lossily: `L / x` windows read the worse of the + /// measured shard counts either side, and past the largest nothing. + /// hydra-hll merges exactly and reads one shard at any merge count. + #[test] + fn a_lossy_hydra_merge_reads_the_worse_bracketing_shard_count() { + let rows: Vec = ["hydra-kll", "hydra-hll"] + .iter() + .flat_map(|variant| { + [(1, "0.01"), (4, "0.02"), (16, "0.05")] + .map(|(shards, err)| hydra_row(variant, "service", 1e5, shards, 0, [err; 3])) + }) + .collect(); + let curves = hydra_curves("merges", Some(&rows)); + let at = |sketch: &str, merges: u64| { + let mut r = distinct_by(&["service"], 60_000 * merges, None); + if sketch == "hydra-kll" { + r.capability = Capability::Quantile; + } + curves.accuracy(&r, &hydra(sketch, 60_000), &hydra_facts()) + }; + assert_eq!(at("hydra-kll", 1), Some(0.01)); + assert_eq!(at("hydra-kll", 2), Some(0.02)); + assert_eq!(at("hydra-kll", 4), Some(0.02)); + assert_eq!(at("hydra-kll", 8), Some(0.05)); + assert_eq!(at("hydra-kll", 16), Some(0.05)); + assert_eq!(at("hydra-kll", 32), None); + assert_eq!(at("hydra-hll", 32), Some(0.01)); + } + + /// Hydra's accuracy is its own measurement or nothing: no file, no + /// dataset for the metric, or an unmeasured grouping leaves it unknown. + #[test] + fn without_a_hydra_measurement_no_hydra_deployment_has_accuracy() { + let r = distinct_by(&["service"], 60_000, None); + let d = hydra("hydra-hll", 60_000); + let rows = [hydra_row("hydra-hll", "service", 1e5, 1, 0, ["0.01"; 3])]; + let measured = hydra_curves("measured", Some(&rows)); + assert_eq!(measured.accuracy(&r, &d, &hydra_facts()), Some(0.01)); + let absent = hydra_curves("absent", None); + assert_eq!(absent.accuracy(&r, &d, &hydra_facts()), None); + let no_dataset = crate::test_support::service_endpoint_facts(); + assert_eq!(measured.accuracy(&r, &d, &no_dataset), None); + let by_endpoint = distinct_by(&["service", "endpoint"], 60_000, None); + assert_eq!(measured.accuracy(&by_endpoint, &d, &hydra_facts()), None); + } + + /// Distinct counts by (service) and (service, endpoint). Per-group HLL + /// at (service, endpoint) serves both, a roll-up for (service), at + /// 50 · 1000 B per window; one Hydra grid over the same schema holds + /// them in 2000 B plus a 10 B tracker key per group. Memory-priced, the + /// grid wins while its measured error clears the SLA, and loses + /// otherwise. + #[test] + fn a_hydra_grid_beats_per_group_hll_on_memory_only_when_accurate() { + use crate::candidates::build_all_candidates; + use crate::milp::minimize_usage_cost; + let facts = hydra_facts(); + let raqes = [ + distinct_by(&["service"], 60_000, None), + distinct_by(&["service", "endpoint"], 60_000, None), + ]; + let named = |sketch: &str, memory: f64| AtomicCostEntry { + mem_bytes_per_instance: memory, + accuracy_metric: "relative_error".into(), + measured_at: aqpbm_core::MeasuredAt { + dataset: Some("hydra_http".into()), + ..crate::test_support::measured_at() + }, + ..deployment(sketch, 60_000).config + }; + let costs = [ + named("hll", 1_000.0), + named("hydra-hll", 2_000.0), + tracker(), + ]; + let plan = |error: &str| { + let rows = ["service", "service,endpoint"] + .map(|grouping| hydra_row("hydra-hll", grouping, 1e5, 1, 0, [error; 3])); + let curves = hydra_curves(&format!("milp-{error}"), Some(&rows)); + // HLL passes everywhere; Hydra reads its measurement. + let accuracy = |r: &Raqe, d: &Deployment| { + if d.properties().answers_any_subgrouping { + curves.accuracy(r, d, &facts) + } else { + Some(0.0) + } + }; + let without = build_all_candidates(&raqes, &costs, &facts, false, &accuracy); + assert!(without.iter().all(|d| d.config.sketch == "hll")); + let candidates = build_all_candidates(&raqes, &costs, &facts, true, &accuracy); + let solved = + minimize_usage_cost(&raqes, &candidates, &facts, 0.0, 1.0, &accuracy, None, None) + .unwrap(); + solved + .mapping + .iter() + .map(|&d| candidates[d].clone()) + .collect::>() + }; + let accurate = plan("0.01"); + assert!(accurate.iter().all(|d| d.config.sketch == "hydra-hll")); + assert_eq!(accurate[0], accurate[1], "one grid serves both"); + let inaccurate = plan("0.2"); + assert!(inaccurate.iter().all(|d| d.config.sketch == "hll")); + } +} diff --git a/rqe-optimizer/src/theory.rs b/rqe-optimizer/src/theory.rs new file mode 100644 index 00000000..e204d314 --- /dev/null +++ b/rqe-optimizer/src/theory.rs @@ -0,0 +1,190 @@ +//! Each sketch algorithm's published accuracy guarantee, at 95% confidence, +//! in the metric the optimizer checks it by. [`crate::saturation`] falls back +//! to it where the study measured nothing: past an unsaturated curve, past +//! the measured merge counts or N, or with no merge curve for a point. +//! +//! The bounds hold for any stream length, so they don't depend on N. They are +//! looser than the measured curves. + +use std::collections::BTreeMap; + +use aqpbm_core::MeasuredShape; + +/// Confidence the bounds are stated at. Rank and relative errors are +/// absolute, so their bounds are two-sided; CMS only overestimates, so the +/// top-k bound is one-sided. +pub const CONFIDENCE: f64 = 0.95; +/// The standard normal quantile at [`CONFIDENCE`], two-sided. +const Z: f64 = 1.96; + +/// The bound on `sketch`'s error with `params` on data shaped `shape`, +/// answering from `merges` merged instances, or `None` when the algorithm +/// has none at [`CONFIDENCE`]: +/// +/// - `kll-percall`: normalized rank error of one quantile. DataSketches +/// publishes `2.296 / k^0.9723` at 99%; KLL's error scales with +/// `sqrt(ln(2/δ))` (two-sided), which gives the 95% value. KLL merges without loss of +/// this guarantee. +/// - `dd`: relative value error `α` for an unbounded store (sketch-bench's +/// DDSketch collapses no buckets); merges exactly. The measured metric can +/// exceed `α` (zero-bucket values, rank conventions), which the caller's +/// floor at the last measurement covers. +/// - `hll`: relative error `z · 1.04 / sqrt(2^lg_k)`, `z` the two-sided +/// normal quantile; merges exactly. +/// - `cms-heap-topk-fastpath-vector2d`: precision@k on Zipf(θ) over `K` +/// keys, for every key at once. A CMS row overshoots a key by more than +/// `t` with probability at most `N / (w·t)` (Markov), and the `d` rows are +/// independent, so a non-top key overtakes top key `i` with probability at +/// most `(w·(p_i − p_{k+1}))^−d`. A union bound over the `K − k` non-top +/// keys, then over the counted top keys, keeps the total failure within +/// `1 − CONFIDENCE`: precision is the share of the top `k` counted, +/// taken from the most frequent down. It assumes the heap ranks keys by +/// their final CMS estimates. A merged answer has none: each shard's heap +/// keeps only its own top `k`. +pub fn bound( + sketch: &str, + params: &BTreeMap, + shape: MeasuredShape, + merges: u64, +) -> Option { + match sketch { + "kll-percall" => { + let k = params.get("k")?; + let at_99 = 2.296 / k.powf(0.9723); + // Two-sided tails: ln(2/δ). + Some(at_99 * ((2.0 / (1.0 - CONFIDENCE)).ln() / 200f64.ln()).sqrt()) + } + "dd" => params.get("alpha").copied(), + "hll" => { + let registers = 2f64.powf(*params.get("lg_k")?); + Some(Z * 1.04 / registers.sqrt()) + } + "cms-heap-topk-fastpath-vector2d" if merges <= 1 => { + let (rows, cols) = (*params.get("rows")?, *params.get("cols")?); + let MeasuredShape::Zipf { skew, keys } = shape else { + return None; + }; + let k = crate::params_topk_k(params.get("topk_k").copied()); + Some(topk_precision(skew, keys, rows, cols, k as usize)) + } + _ => None, + } +} + +/// The share of the top `k` keys of Zipf(`skew`) over `keys` keys that a CMS +/// with `rows` × `cols` keeps ranked, all at once with probability +/// [`CONFIDENCE`] (see [`bound`]). +fn topk_precision(skew: f64, keys: f64, rows: f64, cols: f64, k: usize) -> f64 { + if keys <= k as f64 { + return 1.0; + } + let total = zipf_normalizer(skew, keys); + let share = |rank: usize| (rank as f64).powf(-skew) / total; + let next = share(k + 1); + let mut failure = 0.0; + let mut ranked = 0; + for i in 1..=k { + failure += (keys - k as f64) * (cols * (share(i) - next)).powf(-rows); + if failure > 1.0 - CONFIDENCE { + break; + } + ranked += 1; + } + ranked as f64 / k as f64 +} + +/// `Σ_{n=1}^{K} n^−θ`: the first terms exactly, the rest by its integral +/// with the endpoint correction (Euler–Maclaurin), so large `K` costs O(1). +fn zipf_normalizer(skew: f64, keys: f64) -> f64 { + const EXACT: f64 = 1000.0; + let head = keys.min(EXACT) as usize; + let mut total: f64 = (1..=head).map(|n| (n as f64).powf(-skew)).sum(); + if keys > EXACT { + let integral = |x: f64| { + if (skew - 1.0).abs() < 1e-12 { + x.ln() + } else { + x.powf(1.0 - skew) / (1.0 - skew) + } + }; + total += integral(keys) - integral(EXACT) + (keys.powf(-skew) - EXACT.powf(-skew)) / 2.0; + } + total +} + +#[cfg(test)] +mod tests { + use super::*; + + fn params(pairs: &[(&str, f64)]) -> BTreeMap { + pairs.iter().map(|&(k, v)| (k.to_string(), v)).collect() + } + + const PARETO: MeasuredShape = MeasuredShape::Pareto { tail_index: 2.0 }; + + #[test] + fn kll_hll_and_dd_bounds_ignore_n_and_merges() { + let kll = bound("kll-percall", ¶ms(&[("k", 200.0)]), PARETO, 64).unwrap(); + // 1.32% at 99%, scaled by sqrt(ln 40 / ln 200). + assert!((kll - 0.01109).abs() < 1e-4, "{kll}"); + assert_eq!( + bound("dd", ¶ms(&[("alpha", 0.01)]), PARETO, 1000), + Some(0.01) + ); + let hll = bound("hll", ¶ms(&[("lg_k", 12.0)]), PARETO, 4).unwrap(); + assert!((hll - 1.96 * 1.04 / 64.0).abs() < 1e-12); + } + + #[test] + fn topk_precision_holds_for_every_key_at_once() { + let zipf = MeasuredShape::Zipf { + skew: 1.1, + keys: 1e4, + }; + let topk = |rows: f64, cols: f64, merges| { + bound( + "cms-heap-topk-fastpath-vector2d", + ¶ms(&[("rows", rows), ("cols", cols)]), + zipf, + merges, + ) + }; + let wide = topk(5.0, 16384.0, 1).unwrap(); + let narrow = topk(3.0, 256.0, 1).unwrap(); + // More rows and columns keep more of the top 32 ranked; the 32nd and + // 33rd keys of Zipf 1.1 are too close for any of them. + assert!(wide > narrow, "{wide} {narrow}"); + assert!(wide < 1.0 && wide > 0.0, "{wide}"); + // Fewer top keys to separate: a smaller k is easier. + let at_k = |k: f64| { + bound( + "cms-heap-topk-fastpath-vector2d", + ¶ms(&[("rows", 3.0), ("cols", 1024.0), ("topk_k", k)]), + zipf, + 1, + ) + .unwrap() + }; + assert!(at_k(10.0) >= at_k(100.0), "{} {}", at_k(10.0), at_k(100.0)); + assert_eq!(at_k(32.0), topk(3.0, 1024.0, 1).unwrap()); + // Merged heaps: no guarantee. + assert_eq!(topk(5.0, 16384.0, 4), None); + } + + #[test] + fn the_normalizer_matches_the_exact_sum() { + for (skew, keys) in [(1.1, 1e4), (0.5, 5e4), (1.0, 2e3), (2.0, 1e5)] { + let exact: f64 = (1..=keys as usize).map(|n| (n as f64).powf(-skew)).sum(); + let approx = zipf_normalizer(skew, keys); + assert!( + (approx - exact).abs() / exact < 1e-6, + "{skew} {keys}: {approx} {exact}" + ); + } + } + + #[test] + fn sketches_without_a_published_bound_have_none() { + assert_eq!(bound("univmon-topk", &BTreeMap::new(), PARETO, 1), None); + } +} diff --git a/rqe-optimizer/src/usage.rs b/rqe-optimizer/src/usage.rs new file mode 100644 index 00000000..10d658f4 --- /dev/null +++ b/rqe-optimizer/src/usage.rs @@ -0,0 +1,226 @@ +//! A plan's resource use over time, its cost billed by use, and its batch +//! latency (`rqe-optimizer/docs/rqe_optimizer_cost_model.md`, "Cost by use and batch +//! latency"). +//! +//! Ingest is a steady load on `⌈ρ⌉` workers per deployment, split by sample. +//! Each closed window is compacted (the workers' partials merged into one), +//! and each RAQE firing runs one query job (merge, then estimate) once the +//! newest window is compacted. A job uses at most one core: sketch-bench's +//! operations are single-threaded, their CPU time equal to their wall time. +//! CPU is elastic, so every job starts when it is ready. + +use std::collections::BTreeMap; + +use crate::analytical_cost_model::{self, BYTES_PER_GIB}; +use crate::{Deployment, Mapping, Millis, Raqe, WorkloadFacts}; + +/// One active deployment's steady load. +#[derive(Debug, Clone)] +pub struct DeploymentLoad { + /// Ingest CPU, vCPUs. + pub ingest_cpu: f64, + /// Open windows on every worker, bytes. + pub ingest_bytes: f64, + /// Closed windows kept for the longest lookback served, bytes. + pub storage_bytes: f64, + /// CPU-seconds to compact one closed window (0 with one worker). + pub compaction_secs: f64, + /// Bytes a compaction holds while it runs: the closed window's partial + /// copies (0 with one worker). + pub compaction_bytes: f64, + /// Windows close every slide. + pub slide_ms: Millis, +} + +/// One RAQE's query job, run every interval. +#[derive(Debug, Clone)] +pub struct QueryLoad { + /// Index into [`PlanLoad::deployments`]. + pub deployment: usize, + pub interval_ms: Millis, + /// Compaction of the newest window, then this job, on their own cores, ms + /// ([`analytical_cost_model::chain_ms`]). + pub chain_ms: f64, + /// Merge then estimate, CPU-seconds (one core at most). + pub work_secs: f64, + /// Merge accumulators and output, held while the job runs. + pub memory_bytes: f64, +} + +/// A plan as load over time. +#[derive(Debug, Clone)] +pub struct PlanLoad { + pub deployments: Vec, + /// Index-aligned with the plan's RAQEs. + pub queries: Vec, +} + +impl PlanLoad { + /// The load of `mapping` (one candidate index per RAQE). + pub fn new( + raqes: &[Raqe], + candidates: &[Deployment], + mapping: &Mapping, + facts: &WorkloadFacts, + ) -> PlanLoad { + let mut index: BTreeMap = BTreeMap::new(); + let mut deployments: Vec = Vec::new(); + let mut queries = Vec::with_capacity(raqes.len()); + for (raqe, &candidate) in raqes.iter().zip(mapping) { + let deployment = &candidates[candidate]; + let at = *index.entry(candidate).or_insert_with(|| { + let ingest = analytical_cost_model::ingest(deployment, facts); + let workers = analytical_cost_model::ingest_workers(deployment, facts); + deployments.push(DeploymentLoad { + ingest_cpu: ingest.cpu_secs_per_sec, + ingest_bytes: ingest.memory_bytes * workers, + storage_bytes: 0.0, + compaction_secs: analytical_cost_model::compaction_secs(deployment, facts), + compaction_bytes: analytical_cost_model::compaction_bytes(deployment, facts), + slide_ms: deployment.slide_ms, + }); + deployments.len() - 1 + }); + let storage = analytical_cost_model::storage_bytes(raqe, deployment, facts); + let load = &mut deployments[at]; + load.storage_bytes = load.storage_bytes.max(storage); + queries.push(QueryLoad { + deployment: at, + interval_ms: raqe.interval_ms, + chain_ms: analytical_cost_model::chain_ms(raqe, deployment, facts), + work_secs: analytical_cost_model::query_latency_ms(raqe, deployment, facts) + / 1000.0, + memory_bytes: analytical_cost_model::merge(raqe, deployment, facts).memory_bytes + + analytical_cost_model::query(raqe, deployment, facts).memory_bytes, + }); + } + PlanLoad { + deployments, + queries, + } + } + + /// Steady ingest CPU, vCPUs. + pub fn ingest_cpu(&self) -> f64 { + self.deployments.iter().map(|d| d.ingest_cpu).sum() + } + + /// Ingest and storage memory, held at all times, bytes. + pub fn static_bytes(&self) -> f64 { + self.deployments + .iter() + .map(|d| d.ingest_bytes + d.storage_bytes) + .sum() + } + + /// Mean CPU, vCPUs: ingest, compaction and queries, by use. + pub fn auc_cpu(&self) -> f64 { + self.ingest_cpu() + + self + .deployments + .iter() + .map(|d| d.compaction_secs / secs(d.slide_ms)) + .sum::() + + self + .queries + .iter() + .map(|q| q.work_secs / secs(q.interval_ms)) + .sum::() + } + + /// Mean memory, bytes: ingest and storage always; each compaction's + /// partial copies for its run on one core every slide; each query's memory + /// for its run on one core (`work_secs`) every interval. + pub fn auc_bytes(&self) -> f64 { + self.static_bytes() + + self + .deployments + .iter() + .map(|d| d.compaction_bytes * d.compaction_secs / secs(d.slide_ms)) + .sum::() + + self + .queries + .iter() + .map(|q| q.memory_bytes * q.work_secs / secs(q.interval_ms)) + .sum::() + } + + /// The longest chain, ms: the worst batch latency, since CPU is elastic. + pub fn longest_chain_ms(&self) -> f64 { + self.queries.iter().map(|q| q.chain_ms).fold(0.0, f64::max) + } +} + +/// A plan's cost billed by use, and its query latency. +#[derive(Debug, Clone)] +pub struct UsageCost { + /// Mean vCPUs. + pub cpu: f64, + /// Mean bytes. + pub bytes: f64, + /// `w_cpu · cpu + w_mem · GiB`. + pub value: f64, + /// Worst batch latency, ms: the longest chain, since CPU is elastic. + pub latency_ms: f64, +} + +/// `w_cpu · AUC(CPU) + w_mem · AUC(memory)` of `load`, and its latency. +pub fn usage_cost(load: &PlanLoad, w_cpu: f64, w_mem: f64) -> UsageCost { + let (cpu, bytes) = (load.auc_cpu(), load.auc_bytes()); + UsageCost { + cpu, + bytes, + value: w_cpu * cpu + w_mem * bytes / BYTES_PER_GIB, + latency_ms: load.longest_chain_ms(), + } +} + +fn secs(ms: Millis) -> f64 { + ms as f64 / 1000.0 +} + +#[cfg(test)] +mod tests { + use super::*; + + fn load(ingest_cpu: f64, compaction_secs: f64, queries: &[(Millis, f64)]) -> PlanLoad { + PlanLoad { + deployments: vec![DeploymentLoad { + ingest_cpu, + ingest_bytes: 10.0, + storage_bytes: 5.0, + compaction_secs, + compaction_bytes: 50.0, + slide_ms: 1_000, + }], + queries: queries + .iter() + .map(|&(interval_ms, work_secs)| QueryLoad { + deployment: 0, + interval_ms, + chain_ms: 1000.0 * (compaction_secs + work_secs), + work_secs, + memory_bytes: 100.0, + }) + .collect(), + } + } + + #[test] + fn cpu_and_memory_are_billed_by_use() { + // Ingest 0.5 vCPU; compaction 0.2 s holding 50 bytes each second; a + // 0.1 s query holding 100 bytes each second; 15 bytes always. + let plan = load(0.5, 0.2, &[(1_000, 0.1)]); + let cost = usage_cost(&plan, 1.0, 0.0); + assert!((cost.cpu - 0.8).abs() < 1e-12); + assert!((cost.bytes - (15.0 + 50.0 * 0.2 + 100.0 * 0.1)).abs() < 1e-12); + assert_eq!(cost.value, cost.cpu); + } + + #[test] + fn the_latency_is_the_longest_chain() { + // Compaction 0.2 s before every query; queries of 0.1 s and 0.5 s. + let plan = load(0.0, 0.2, &[(1_000, 0.1), (2_000, 0.5)]); + assert!((usage_cost(&plan, 1.0, 0.0).latency_ms - 700.0).abs() < 1e-9); + } +} diff --git a/rqe-optimizer/tests/mixed_grouping.rs b/rqe-optimizer/tests/mixed_grouping.rs new file mode 100644 index 00000000..0850ac2c --- /dev/null +++ b/rqe-optimizer/tests/mixed_grouping.rs @@ -0,0 +1,170 @@ +//! A workload asking the same question at two groupings, `(service, +//! endpoint)` and `(service)`, solved end to end. A family whose states merge +//! across groups serves both from one fine deployment; one whose don't keeps a +//! deployment per grouping (sketch-bench#187). + +use std::collections::BTreeMap; + +use aqpbm_core::MeasuredAt; +use rqe_optimizer::candidates::build_all_candidates; +use rqe_optimizer::milp::{minimize, MilpSolution, Objective}; +use rqe_optimizer::{ + accuracy_key, validate_facts, AccuracyDirection, AtomicCostEntry, Capability, Deployment, + LabelSet, MetricFacts, Raqe, WorkloadFacts, +}; + +const METRIC: &str = "http_request_duration_seconds"; +const HOUR_MS: u64 = 3_600_000; +const MINUTE_MS: u64 = 60_000; + +fn labels(names: &[&str]) -> LabelSet { + names.iter().map(|name| name.to_string()).collect() +} + +/// 5 services × 10 endpoints × 600 pods = 30,000 series, scraped every 15 s. +fn facts() -> WorkloadFacts { + WorkloadFacts::from([( + METRIC.to_string(), + MetricFacts { + labels: labels(&["service", "endpoint", "pod"]), + scrape_interval_ms: 15_000, + cardinality: BTreeMap::from([ + (labels(&["service"]), 5), + (labels(&["service", "endpoint"]), 50), + (labels(&["service", "endpoint", "pod"]), 30_000), + ]), + value_range: None, + data_shape: BTreeMap::new(), + hydra_dataset: None, + }, + )]) +} + +fn raqe(id: &str, capability: Capability, grouping: &[&str], accuracy_sla: f64) -> Raqe { + Raqe { + id: id.into(), + capability, + lookback_ms: HOUR_MS, + interval_ms: MINUTE_MS, + metric: METRIC.into(), + spatial_filter: String::new(), + grouping_labels: labels(grouping), + accuracy_sla, + latency_sla_ms: None, + topk_k: None, + accuracy_covers_share: None, + } +} + +fn raqes() -> Vec { + vec![ + raqe( + "p99_by_endpoint", + Capability::Quantile, + &["service", "endpoint"], + 0.05, + ), + raqe("p99_by_service", Capability::Quantile, &["service"], 0.05), + raqe( + "top_by_endpoint", + Capability::TopKByValue, + &["service", "endpoint"], + 0.9, + ), + raqe("top_by_service", Capability::TopKByValue, &["service"], 0.9), + ] +} + +/// Ingest dominates merge and query, as it does in the measured table, so +/// sharing one deployment is cheaper than keeping two whenever it is allowed. +fn cost_row(sketch: &str, params: serde_json::Value) -> AtomicCostEntry { + let (accuracy_metric, _) = accuracy_key(sketch); + AtomicCostEntry { + sketch: sketch.into(), + sketch_config: serde_json::json!({ "params": params }), + mem_bytes_per_instance: 1_000.0, + insert_cpu_secs: 1e-6, + merge_cpu_secs: 1e-6, + query_cpu_secs: 1e-6, + query_accuracy: BTreeMap::from([(accuracy_metric.to_string(), 0.0)]), + accuracy_metric: accuracy_metric.into(), + measured_at: MeasuredAt { + items_per_instance: 1_000_000, + keys_per_instance: Some(10_000), + value_range: None, + merge_operand_items: None, + distribution: None, + dataset: None, + schema_width: None, + }, + } +} + +fn cost_table() -> Vec { + vec![ + cost_row("kll-percall", serde_json::json!({ "k": 200 })), + // A heap large enough for any merge, so heap size never decides the plan. + cost_row( + "cms-heap-topk-fastpath-vector2d", + serde_json::json!({ "rows": 3, "cols": 1024, "heap": 1u64 << 40 }), + ), + ] +} + +/// Every candidate meets every SLA, so the plan is decided by eligibility and +/// cost alone. +fn perfect_accuracy(_: &Raqe, deployment: &Deployment) -> Option { + match accuracy_key(&deployment.config.sketch).1 { + AccuracyDirection::LowerIsBetter => Some(0.0), + AccuracyDirection::HigherIsBetter => Some(1.0), + } +} + +fn solve(raqes: &[Raqe]) -> MilpSolution { + let facts = facts(); + validate_facts(raqes, &facts).expect("valid workload facts"); + let candidates = build_all_candidates(raqes, &cost_table(), &facts, false, &perfect_accuracy); + minimize( + raqes, + &candidates, + &facts, + Objective::default(), + &perfect_accuracy, + ) + .expect("feasible plan") +} + +/// The planned deployment serving the RAQE named `id`. +fn deployment_serving<'a>(solution: &'a MilpSolution, raqes: &[Raqe], id: &str) -> &'a Deployment { + let index = raqes.iter().position(|raqe| raqe.id == id).unwrap(); + &solution.deployments[solution.raqes[index].deployment].deployment +} + +#[test] +fn a_fine_kll_deployment_serves_both_quantile_raqes() { + let raqes = raqes(); + let solution = solve(&raqes); + let by_endpoint = deployment_serving(&solution, &raqes, "p99_by_endpoint"); + let by_service = deployment_serving(&solution, &raqes, "p99_by_service"); + assert_eq!( + by_endpoint, by_service, + "one KLL deployment should serve both groupings" + ); + assert_eq!( + by_endpoint.grouping_labels, + labels(&["service", "endpoint"]) + ); +} + +#[test] +fn top_k_never_rolls_up() { + let raqes = raqes(); + let solution = solve(&raqes); + let by_endpoint = deployment_serving(&solution, &raqes, "top_by_endpoint"); + let by_service = deployment_serving(&solution, &raqes, "top_by_service"); + assert_eq!( + by_endpoint.grouping_labels, + labels(&["service", "endpoint"]) + ); + assert_eq!(by_service.grouping_labels, labels(&["service"])); +}