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retire(data_plane): remove shadow_compare.rs and sketch_reducer.rs - #430

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zzylol merged 2 commits into
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retire/sketch-reducer-shadow-compare
Jul 29, 2026
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zzylol merged 2 commits into
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retire/sketch-reducer-shadow-compare

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@zzylol zzylol commented Jul 29, 2026

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Summary

Retires shadow_compare.rs (diagnostic comparison, used to validate SummaryExecutor before the serving-time cutover) and sketch_reducer.rs (the legacy per-Capability reducer). Neither was any more "ground truth" than SummaryExecutor itself — shadow_compare.rs's validation job was done once the cutover landed (#427); keeping the legacy reducer around after that only meant two independently-planned answering mechanisms could silently disagree with each other, not that either was more trustworthy.

The real bug this surfaced

Removing the reducer's fallback exposed that data_plane's live-serving path (l4_lowering.rs) was re-deriving its own L4 plan from raw query text at a hardcoded Epsilon(0.01) accuracy — independent of whatever the metric was actually planned/registered with. This is architecturally backwards: serving time should reuse the plan that planning already decided, not re-derive one independently. In practice this meant SummaryExecutor's strict (SummaryKind, SummaryParams) matching (find_candidates) would silently fail whenever a workload's real accuracy_sla/family override didn't coincidentally match the hardcoded default — previously masked because those queries fell through to the lenient legacy reducer.

Fix: control_plane::sketch_algebra::bind_query_expr_with_cost_model (new, alongside the existing bind_query_expr) accepts an explicit CostModel. ObservedFamilyCostModel (new) looks up what's actually registered in the SketchStore for the query's target metric and echoes that back for rank_candidates/size_params, instead of guessing from a flat accuracy target. The resulting L4Node matches reality by construction. Falls back to the existing accuracy-driven ControlPlaneCostModel when nothing is registered for the metric (same "won't be found either way" outcome, just a more honest reason).

Accepted gaps (fail over to archive, no local workaround)

  • rate()/irate(), topk(K, sum by(...)(rate(...))), keyed-CMS point-estimate — already-documented SummaryExecutor self-exclusions; no change in behavior, just no legacy fallback left.
  • Composed outer-exact-fold-over-inner-summary shapes (max/avg by (zone) (quantile_over_time(...))) — a genuine upstream L4 gap, filed as ASAPController#171 rather than routed around locally, same category as the already-tracked TopK { accuracy: Exact } gap (ASAPController#151). Also filed ASAPController#172 for the related nested-approximate-composition question (no code changes needed for that one here).

Known follow-up (not fixed here)

Two e2e tests are marked #[ignore] with full root-cause comments (controller_plan_to_query_full_roundtrip_count_sketch, live_serve_hll_global_count_merges_across_sids). Removing the reducer's silent fallback exposed a pre-existing bug already latent in the merged serving-time cutover (#427): effective_is_cumulative misclassifies a bare count(...) as non-cumulative, so readout_per_window (not readout_cumulative) evaluates it — treating each distinct sample timestamp as an independent window instead of merging the whole [t0, t1] range, so a later "watermark" sample wins over real data instead of being merged with it. Confirmed via side-by-side debugging against main that this shape was already silently falling through to the legacy reducer before this PR (not actually being served correctly by SummaryExecutor, contrary to that test's own prior comment) — this PR doesn't introduce the bug, it just removes the mechanism that was hiding it. Tracked as a separate follow-up.

Test plan

  • cargo build --workspace --release — clean
  • cargo test --release --lib -p control_plane — 712/712 (1 pre-existing, unrelated skip as before)
  • cargo test --release --lib -p data_plane — 906/906
  • cargo test --release -p data_plane --test e2e_controller_plans_and_backend_serves — 10/14 (2 pre-existing unrelated failures + 2 newly-#[ignore]d with root-cause comments, all previously confirmed/explained above)

🤖 Generated with Claude Code

Neither was any more "ground truth" than SummaryExecutor itself:
shadow_compare.rs's job (validate SummaryExecutor against the legacy
reducer before cutover) was done once the cutover landed (#427), and
sketch_reducer.rs (the legacy reducer) is fully retired -- there's no
longer a second, independently-planned answering mechanism that could
silently disagree with SummaryExecutor.

Also fixes the real bug this surfaced: engine.rs's live-serving path
re-derived its own L4 plan from raw query text at a hardcoded
Epsilon(0.01) accuracy, independent of whatever the metric was ACTUALLY
planned/registered with. control_plane's bind_query_expr_with_cost_model
(new) + ObservedFamilyCostModel look up the real registered
(SummaryKind, SummaryParams) for the query's metric and reproduce that
exactly, instead of guessing -- serving time must reuse what planning
already decided, not re-plan independently (see the updated design doc).

Excluded shapes (rate()/irate(), topk-over-rate, keyed-CMS
point-estimate) now fail over to archive directly, with no legacy
fallback -- accepted per design. Two further shapes (outer exact
fold over an inner realized summary, e.g. `max/avg by (zone)
(quantile_over_time(...))`) are accepted gaps pending
ProjectASAP/ASAPPlanner#171, filed
upstream rather than routed around locally, same category as the
already-tracked TopK{accuracy:Exact} gap (ASAPController#151).

Two e2e tests are marked #[ignore] with root-cause comments: removing
the reducer's silent fallback exposed a pre-existing, previously-masked
bug where `effective_is_cumulative` misclassifies bare `count(...)` as
non-cumulative, causing a per-window (not whole-range) readout to pick
a later "watermark" sample over real data. This bug predates today's
changes (it was already latent in the merged serving-time cutover,
#427) and is tracked as a separate follow-up, not fixed here.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Reference ASAPQuery-backend#431 (effective_is_cumulative gap) from
both #[ignore] comments -- confirmed root cause for
live_serve_hll_global_count_merges_across_sids, possibly the same
cause (unconfirmed) for controller_plan_to_query_full_roundtrip_count_sketch.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
@zzylol
zzylol merged commit 60b73a0 into main Jul 29, 2026
@zzylol
zzylol deleted the retire/sketch-reducer-shadow-compare branch July 29, 2026 22:02
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