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eval: AutoSketch vs. ASAP with Hydra candidates and a roll-up ablation (§6.3) - #203

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eval/hydra-rollup-results

Oct 11, 2026

Commits on Oct 10, 2026
- polars: tag Hydra baseline subset keys by column (#74)
  
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- eval: multi-grouping anomaly-detection templates (http, flows)
  
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- polars: write subset key tags without a temporary String; fix test comment
  
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- hydra: interleaved merge split; merge exactness and bound tests
  
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- datagen: child_of columns for hierarchical labels
  
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- hydra: score any target grouping; per-group error output
  
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- datagen: whole uniform bounds for child_of; 2- and 3-label hierarchy cuts
  
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- eval: skewed http labels, per-RQE group coverage, fresh-checkout test
  
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- eval: read null-coverage RQEs at their smallest group; template 17 at {service, endpoint}
  
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- datagen: the hydra_hier usage example passes --dtype
  
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- hydra: list every group in --per-group-out; escape keys; refuse no accuracy
  
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- hydra: KLL CDF and UnivMon sum rows; KLL cell merge buffer
  
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- Merge origin/datagen/child-of (#197) into hydra/study
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- Merge origin/hydra/merge-split (#198) into hydra/study
  
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- hydra-kll: the footprint's merge buffer is the steady state; tie tests
  
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- Merge origin/hydra/more-statistics (#200 head) into hydra/study
  
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- hydra: record merge_split; review fixes
  
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- Merge origin/hydra/merge-split (#198, merge_split in records) into hydra/study
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- study: --phase hydra on the eval's datasets; Hydra cost rows
  
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- hydra-univmon-sum: the ground truth refuses negative values too
  
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- Merge origin/hydra/more-statistics (#200 head) into hydra/study
  
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- study: Hydra cost rows at 3 runs; their test; datagen path from the script
  
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- docs: Hydra cost rows' run count
  
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- study_saturation: atomic hydra table rewrite, stricter resume, schema checks
  
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- study_saturation: --hydra-variants/--hydra-ws narrow the Hydra cost rows too
  
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- eval: hold covered RQEs to the worse of their smallest and largest group
  
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- aqpbm-datagen: scale_by/scale_range; hydra_http_latency scales latency per service
  
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- eval: template 12 groups by (dst_subnet, proto), not (dst_subnet, dst_port)
  
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- rqe-optimizer: admit Hydra (HLL, UnivMon cardinality, KLL) as candidates, with measured accuracy by coverage
  
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- rqe-optimizer: Hydra grids at the full schema from their dataset's rows
  
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- rqe-optimizer: validate the Hydra schema, skip empty Hydra cells, reject long CSV rows
  
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- eval: test fixtures carry max_covered_share and label cardinalities
  
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- eval: roll-up ablation, ASAP without roll-ups
  
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- integration: merge #201 (rqe-optimizer/hydra) into #202 (hydra/study) for the §6.3 eval
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- eval: AutoSketch vs. ASAP with Hydra candidates and a roll-up ablation
  
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Commits on Oct 11, 2026
- eval: cube template and a multi-grouping-only workload
  
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- eval: each workload's chosen plans, gzipped
  
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- Merge origin/main into eval/hydra-rollup-results
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Commits

Commits on Oct 10, 2026

Commits on Oct 11, 2026