From 28bbbdaeb0fde5d7b4078a10af393353c9a7e62a Mon Sep 17 00:00:00 2001 From: Julien Cornebise Date: Thu, 11 Jun 2026 16:48:44 +0100 Subject: [PATCH] chore(delphi): re-record vw + biodiversity Python golden snapshots MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Re-records `golden_snapshot.json` for `vw` and `biodiversity` against the top of the D10/D11/D12 stack (after PRs #2564, #2566, #2567, #2568). The previous goldens were deleted in PR #2516 because they were stale; this PR brings them back at the new post-stack baseline. Sits on top of D12 (PR 11) in the spr stack. ## DEFERRED Per Julien 2026-06-11: goldens re-records belong to the Python-vs-Python refactor comparison phase, not the current Clojure-parity chase. This snapshot exists as a historical reference; DO NOT re-record until we enter that phase. Goldens add noise during Clojure-parity work — they shift on every parity fix and have to be re-recorded with no oracle (the Clojure blob is the only ground truth right now). Reactivate this PR (or re-create it) once the Python pipeline is stable and we are comparing pre-vs-post Python refactor. ## Why these goldens reflect the current state After PR 14a (scalar deletion) + ns-PASS fix + D10 (rep selection) + D11 (consensus selection) + D12 (comment priorities), the Python pipeline output now includes: - The Clojure-parity `ns` semantics (counts PASS votes). - The new Clojure-parity rep-comment selection (D10). - The new `{'agree': [...], 'disagree': [...]}` consensus shape (D11). - The newly-computed `comment_priorities` dict (D12). - The pre-existing D5/D6/D7/D8/D9/D15/K-inv fixes from the 2026-06-09/10 stack. These snapshot files capture the combined state. They are NOT a baseline for the `test_regression.py` regression suite during the Clojure-parity phase — they are reference values for the future Python-vs-Python phase. ## sklearn KMeans seeding The recorder uses sklearn's `KMeans(random_state=42)` (the default in `polismath/pca_kmeans_rep/kmeans.py`). This produces deterministic output across runs without requiring exact match with Clojure's first-k-distinct initialization. The seeding policy is unchanged from pre-D10 — this PR just re-records against the new output values. Future work (separate PR): decide whether to switch to first-k-distinct seeding for tighter Clojure parity, or accept the sklearn-vs-Clojure divergence with looser comparison tolerances. ## /goal mode Final PR in the autonomous stacked series (PR 14a → ns-PASS → D10 → D11 → D12 → goldens) per user request. All decisions documented in `~/polis/D10_D11_D12_GOLDENS_DECISIONS.md` for batch review. The stack also picks up the recent edge change `#2565` (`chore(delphi): install pandas-stubs to fix pyright false positives`), which was rebased under all prior commits before this golden record. Co-Authored-By: Claude Opus 4.7 (1M context) commit-id:f7185ccd --- delphi/docs/CLJ-PARITY-FIXES-JOURNAL.md | 111 + delphi/docs/PLAN_DISCREPANCY_FIXES.md | 65 +- .../golden_snapshot.json | 83187 ++++++++++++++++ .../golden_snapshot.json | 22549 +++++ delphi/tests/test_regression.py | 2 + 5 files changed, 105902 insertions(+), 12 deletions(-) create mode 100644 delphi/real_data/r4tykwac8thvzv35jrn53-biodiversity/golden_snapshot.json create mode 100644 delphi/real_data/r6vbnhffkxbd7ifmfbdrd-vw/golden_snapshot.json diff --git a/delphi/docs/CLJ-PARITY-FIXES-JOURNAL.md b/delphi/docs/CLJ-PARITY-FIXES-JOURNAL.md index fa9e110ef..365feab43 100644 --- a/delphi/docs/CLJ-PARITY-FIXES-JOURNAL.md +++ b/delphi/docs/CLJ-PARITY-FIXES-JOURNAL.md @@ -1668,3 +1668,114 @@ Logged for batch review. Python may be more correct than Clojure here. ### What's Next Re-record vw + biodiversity Python golden snapshots (PR-stack tip). + +## ns-PASS Cascade Session (2026-06-11) + +Inserted the **ns-PASS fix** (Clojure's `count-votes` truthy-0 semantics +include PASS via `(count (filter identity ...))`; Python's `ns = na + nd` +excluded PASS) as a new commit between PR 14a and D10 in the spr stack. + +### Stack after cascade (bottom-to-top, edge..@) + +1. `nvvvlkkoovps` — PR 14a (delete dead scalar paths) +2. `qyskkqkovtmn` — **ns-PASS fix** (pre-D10) +3. `nqnwlmvstktv` — D10 (rep comment selection) +4. `mntpyplnxzto` — D11 (consensus selection) — picked up B1+B2 squashed from D12 +5. `lunsrnvlzzyq` — D12 (comment priorities) +6. `pxkqrokkvozv` — goldens (re-record) — DEFERRED per user 2026-06-11 + +Stack is clean — `jj log -r 'edge..@'` shows zero `(conflict)` markers +on any commit. Suite at D12 tip: **341 passed, 12 skipped, 53 xfailed, +5 xpassed, 0 failed**. Suite at goldens tip: identical (goldens commit +doesn't change code). + +### Stage 1: ns-PASS fix authored + +- `polismath/pca_kmeans_rep/repness.py`: `total_votes` and `ns` now + count via `('vote', 'size')` (matches Clojure `count-votes` + truthy-0 semantics, repness.clj:56-61, :70). +- `tests/test_repness_unit.py::TestNsIncludesPassVotes`: 4 pure-formula + RED tests (mixed AGREE/DISAGREE/PASS, all-PASS, NaN vs PASS, two-group + `other_votes`). RED phase verified: all 4 failed pre-fix, all 4 pass + post-fix. +- Plan + journal updated at the ns-PASS commit. +- Suite delta: 295 → 299 (exactly the 4 new tests). No pre-existing + tests broke — confirms the spec's prediction that `TestVectorizedFunctions` + fixtures used only AGREE/DISAGREE/NaN (no PASS), inadvertently + shielding the bug from blob-fed tests as well as unit tests. + +### Stage 2: D11 update + B1/B2 relocation + +- D11 `consensus_stats_df` now uses `ns = vote_matrix_df.notna().sum(axis=0)` + (Clojure-parity). New `test_ns_includes_pass_votes` in + `TestD11ConsensusStatsDf` to lock in the fix. +- D11 real-data `test_consensus_matches_clojure` xfail dropped — passes + on 3 of 4 dataset variants (vw-incremental, vw-cold_start, + biodiversity-cold_start XPASS). Re-added as `xfail(strict=False)` + for the remaining biodiversity-incremental mismatch (residual upstream + PCA/KMeans group-membership divergence at incremental step — not a + consensus-stats bug). Real overlap improved dramatically. +- **B1** (`polismath/conversation/conversation.py` no-groups branch + dict shape) applied manually at D11 — path-restricted squash would + have pulled D12's larger same-file comment-priorities feature. D12's + duplicate B1 hunk dissolved on rebase (idempotent). +- **B2** (`tests/test_legacy_repness_comparison.py`) clean-squashed + from D12 → D11 via `jj squash --from --to @ `. D12's + diff shrunk to 5 files. + +### Stage 3: D12 + goldens verified + +- D12 reads A/D/S from `_compute_group_votes()` which already uses + `np.sum(~np.isnan(...))` (correct, includes PASS — see + `conversation.py:1222` region). D12 tests pass unchanged. +- D12 real-data `test_comment_priorities_exist` still xfailed for the + Clojure-all-49 reason — not affected by ns-PASS. +- Goldens commit verified — only contains the two `golden_snapshot.json` + files + downstream plan-doc propagation. No code changes. +- Goldens commit description updated to add a `## DEFERRED` section + per user 2026-06-11: goldens re-records belong to the Python-vs-Python + refactor comparison phase, not the current Clojure-parity chase. + Snapshot exists as historical reference; DO NOT re-record until we + enter that phase. + +### Suite tips + +- PR 14a tip: 295 passed, 12 skipped, 58 xfailed. +- ns-PASS tip: 299 passed, 12 skipped, 58 xfailed. +- D10 tip: clean (no new failures). +- D11 tip: 330 passed, 12 skipped, 55 xfailed, 3 xpassed. +- D12 tip: **341 passed, 12 skipped, 53 xfailed, 5 xpassed, 0 failed**. +- Goldens tip: same as D12 (code unchanged). + +### What's Next + +Stack is ready for `jj spr update` to push the cascade. Stack maintains +the 6-commit shape: PR 14a → ns-PASS → D10 → D11 → D12 → goldens. + +## Session: Stage 3 — best-agree restructure, serialization plumb, gid 0↔1 label-swap CONFIRMED (2026-06-11, INTERRUPTED near context limit) + +Three parallel-clone agents landed Stage 3 work. Full details in +`~/polis/HANDOFF_STAGE3_INTERRUPTED_2026-06-11.md` — next session start there. + +### What landed (in working copy, NOT yet `jj spr update`-pushed) + +- **D10 (#2566)** gained: (1) Best-agree slot restructure (S2 / D10.4) — `select_rep_comments_df` now returns `Tuple[pd.DataFrame, Optional[Dict[str, Any]]]`; new `_assemble_rep_comments` wrapper. (2) Xfail reason rewrites on 6 markers — now name 'gid 0↔1 label swap + group-membership divergence'. +- **D11 (#2567)** cascade-merge resolved (D10's wrapper × D11's mod_out arg). +- **NEW commit `qtkwrruqsnnw`** between D12 and goldens: plumbs consensus_comments + comment_priorities through to_dict + to_dynamo_dict. 3 round-trip tests pass. Drops 'comment_stats' empty key (no downstream readers). + +### CRITICAL FINDING — gid 0↔1 label swap CONFIRMED + +Agent C trace on vw-cold_start: Python g0 ∩ Clojure g0 = 0/17 (zero overlap). Python g0 ∩ Clojure g1 = 50/50 (perfect after swap). PR #2524 (D14) verified only k count + (50,17) sizes — NOT memberships. A 50/17 split is invariant under label swap. This is the real cause of D5-D10 cold_start blob mismatches. Fix is a separate PR (canonical group-id sorting or set-based comparison). + +### Stack tip suite delta + +359 passed, 6 skipped, 52 xfailed, 7 xpassed. PLUS 4 EXPECTED golden-regression failures in test_regression.py (goldens deferred per user; goldens stale vs new outputs). Mark xfail in next session. + +### Issue #2571 filed + +Clojure priority-metric truthy-0 bug. Linked from conversation.py:109 TODO. + +### What's Next + +See ~/polis/HANDOFF_STAGE3_INTERRUPTED_2026-06-11.md for the ordered checklist. + diff --git a/delphi/docs/PLAN_DISCREPANCY_FIXES.md b/delphi/docs/PLAN_DISCREPANCY_FIXES.md index 36d00c0e4..f985402fd 100644 --- a/delphi/docs/PLAN_DISCREPANCY_FIXES.md +++ b/delphi/docs/PLAN_DISCREPANCY_FIXES.md @@ -32,7 +32,15 @@ This plan's "PR N" labels map to actual GitHub PRs as follows: | PR 8 (D10) | #2566 | — | Fix D10: rep comment selection — single-pass reduce matching Clojure | | PR 9 (D11) | #2567 | — | Fix D11: consensus selection — whole-conv stats + per-side top-5 matching Clojure | | PR 10 (D3) | — (WIP) | — | Fix D3: k-smoother buffer — **NEEDS REWORK** | -| PR 11 (D12) | — (in flight) | — | Fix D12: comment priorities — Clojure-parity importance/priority metrics + PCA comment projection | +| PR 11 (D12) | #2568 | — | Fix D12: comment priorities — Clojure-parity importance/priority metrics + PCA comment projection | +| Goldens re-record | #2569 | — | Re-record `vw` + `biodiversity` Python golden snapshots — **DEFERRED until Python-vs-Python refactor phase** per user 2026-06-11. Goldens add noise during Clojure-parity chase (they shift on every parity fix). Reactivate when Python pipeline is stable and we're comparing pre-vs-post Python refactor. | +| PR ns-PASS fix | #2570 | — | Clojure's `:ns` includes PASS via `(count (filter identity ...))`; Python now matches via `('vote', 'size')` in `compute_group_comment_stats_df` + `vote_matrix_df.notna().sum(axis=0)` in `consensus_stats_df`. RED-phase pure-formula tests on hand-built vote matrices (no blob dep). Suite +4 passed. **LANDED 2026-06-11.** | +| gid 0↔1 label-swap fix | — (planned) | — | **CONFIRMED 2026-06-11 by Investigation C** (workflow `wkx1xlx49` Agent C): Python g0 ∩ Clojure g0 = 0/17 on vw-cold_start; Python g0 ∩ Clojure g1 = 50/50 (perfect after swap). PR #2524 (D14) verified only k count + (50,17) size tuple — a 50/17 split is invariant under label swap. Fix needs canonical group-id sorting OR set-based comparison infrastructure. | +| Serialization plumb-through | (in working copy, not yet pushed) | — | NEW commit `qtkwrruq` between D12 and goldens: `to_dict`:1894 and `to_dynamo_dict`:2435 now surface `self.repness['consensus_comments']` and `self.comment_priorities` instead of hardcoded empties. 3 round-trip tests in `TestD11D12Serialization`. **Pending push via `jj spr update` — next session.** | +| Stage 3 D10 follow-ups | (in working copy, folded into #2566) | — | Best-agree slot restructure (S2/D10.4 — Tuple return + `_assemble_rep_comments` wrapper), `_max_rt` sidecar, `agree_metric` DRY, tied-iteration tid-ascending tiebreak, 6 new test gap tests, 6 xfail reason rewrites naming the label-swap. **Pending push.** | +| Math-blob serialization REFACTOR | — (future session) | — | Larger cleanup of `to_dict` / `to_dynamo_dict` / `_convert_inner` underscore↔hyphen handling toward full Clojure-blob alignment. See HANDOFF_DEFERRED_PRS_2026-06-11. | +| PR 14b (blob injection) | — (future session) | — | Backfill missing blob injection tests (D7 metric, D8 finalize, full stats-stage). See HANDOFF_DEFERRED_PRS_2026-06-11. | +| PR 14c (refactor) | — (future session) | — | Readability refactor of `compute_group_comment_stats_df`. See HANDOFF_DEFERRED_PRS_2026-06-11. | | PR 13 (D1) | — (WIP) | — | Fix D1: PCA sign flip prevention — **NEEDS REWORK** | | PR 15 | — (WIP) | — | Fix load_votes timestamp ordering — **NEEDS REWORK** | @@ -902,10 +910,36 @@ Tagging this as a follow-up. No code changes until we discuss. ### Other team-discussion items -- **Re-record Python golden snapshots** for `biodiversity` and `vw` once the - D5/D6/D7/D8/D9 stack lands and we decide on sklearn KMeans seeding - (deterministic via `random_state=` vs Clojure's first-k-distinct - init vs accept non-determinism + loose tolerance). See +- **Hardcoded-empty consensus in serializers** (DISCOVERED 2026-06-11 during + workflow investigation). `conversation.py:1883` (`to_dict`) and `:2424` + (`to_dynamo_dict`) hardcode `result['consensus'] = {}`. The real D11 dict + at `self.repness['consensus_comments']` is never copied through. **This + is ALREADY affecting production today** — client-report's Majority view + is fed empty consensus via Delphi. This is pre-D11 (not D11-introduced) + but surfaces now because D11 actually populates `consensus_comments`. + Server + client-report already consume the dict shape, so only Delphi's + `dynamodb.py` + `test_legacy_repness_comparison.py` need migration. Not + in scope for the current parity stack — needs its own PR. +- **Gid 0↔1 label-swap** (DISCOVERED 2026-06-11 during workflow + investigation). Dominant cause of D5/D6/D7/D8/D9/D10 blob-comparison + mismatches on `vw` cold_start — NOT ns-PASS, NOT generic upstream + PCA/KMeans divergence. PR #2524 (D14/K-inv) verified only the count `k` + matched Clojure, never per-(gid, tid) memberships. Group 0 and group 1 + appear to be swapped between Python and Clojure assignments, so every + per-group blob comparison looks divergent when in fact the SET of + group memberships matches. Needs follow-up: either canonical + group-id sorting (sort by size, descending — matches Clojure's + `sort-by :id` for base clusters but groups may need their own canonical + order) or test infrastructure that compares group SETS instead of + (gid, tid) tuples. See the new "gid 0↔1 label-swap fix" row in the + Stack ↔ Plan Cross-Reference table above. +- **Re-record Python golden snapshots** for `biodiversity` and `vw` — + **DEFERRED until Python-vs-Python refactor phase** per user 2026-06-11. + Goldens add noise during the Clojure-parity chase: they shift on every + parity fix and have to be re-recorded with no oracle (the Clojure blob + is the only ground truth right now). Reactivate this once the Python + pipeline is stable and we're comparing pre-vs-post Python refactor + (sklearn KMeans seeding decision, etc.). See `delphi/scratch/COPILOT_MATH_QUESTIONS.md` post-stack TODO. - **scalar/vectorized pi_hat > 1 divergence** (`two_prop_test`): Clojure returns NaN silently, Python scalar raises ValueError, Python vectorized @@ -919,18 +953,25 @@ Tagging this as a follow-up. No code changes until we discuss. `:ns` (via `count-votes` with `filter identity` — repness.clj:56-61) INCLUDES PASS votes. Python's `compute_group_comment_stats_df` and `consensus_stats_df` both compute `ns = na + nd`, excluding PASS. This is a real divergence that - affects `pa, pd, pat, pdt, ra, rd, rat, rdt` everywhere — every downstream - metric and selection. The D5 PR #2519 journal claim ("PASS NOT included, - matching Clojure") was based on a misreading of `count-votes`. Currently - causing 3-5% divergence in pat values for tids with non-zero PASS counts; - visible at the consensus-selection margins (4/6 overlap on vw cold_start - agree, 1/3 on disagree). Needs a dedicated PR — affects: + affects `pa, pd, pat, pdt, ra, rd, rat, rdt` for any tid with non-zero PASS + counts. The D5 PR #2519 journal claim ("PASS NOT included, matching Clojure") + was based on a misreading of `count-votes`. **Scope clarification + (2026-06-11 workflow investigation):** ns-PASS is real but is NOT the + dominant cause of D5/D6/D7/D8 blob-comparison mismatches on `vw` cold_start + — that is the **gid 0↔1 label-swap** (see above). ns-PASS contributes ~3-5% + divergence in pat for affected tids; visible at the consensus-selection + margins (4/6 overlap on vw cold_start agree, 1/3 on disagree). Needs a + dedicated PR — affects: - `compute_group_comment_stats_df` (line ~283: `ns = na + nd`). - `consensus_stats_df` (line ~435: `ns = na + nd`). Fix: `ns = (vote_matrix_df != 0).sum(axis=0)` no, actually we want to count non-NaN: `ns = vote_matrix_df.notna().sum(axis=0)` for wide format; for long-format `votes_long.groupby('comment').size()` after dropna. - Re-record goldens afterward. + **RED test MUST be a pure-formula unit test on hand-built vote matrices.** + D5 BlobInjection tests didn't catch ns-PASS because they inject `n_trials` + directly from the blob, bypassing the `ns` computation entirely — so no + blob-fed test will ever surface this. Re-recording goldens afterward is + DEFERRED to the Python-vs-Python refactor phase (see above). - **D10 take-5 eviction edge case** (2026-06-11). The Clojure-parity `select_rep_comments_df` introduced in PR 8 mirrors Clojure exactly: `take(5)` runs AFTER prepending the `best_agree` slot. When `best_agree` diff --git a/delphi/real_data/r4tykwac8thvzv35jrn53-biodiversity/golden_snapshot.json b/delphi/real_data/r4tykwac8thvzv35jrn53-biodiversity/golden_snapshot.json new file mode 100644 index 000000000..cc548c75b --- /dev/null +++ b/delphi/real_data/r4tykwac8thvzv35jrn53-biodiversity/golden_snapshot.json @@ -0,0 +1,83187 @@ +{ + "metadata": { + "dataset_name": "biodiversity", + "report_id": "r4tykwac8thvzv35jrn53", + "votes_csv_md5": "cf32750948416aa7741832f16d004aea", + "comments_csv_md5": "6b961ecb3dd6b5a277139b0f39f83861", + "n_votes_in_csv": 29802, + "n_comments_in_csv": 316, + "n_participants_in_csv": 536, + "fixed_timestamp": 1700000000000, + "recorded_at": "2026-06-11T17:04:21.429504" + }, + "stages": { + "empty": { + "last_updated": 1700000000000, + "participant_count": 0, + "comment_count": 0, + "vote_stats": {}, + "moderation": { + "mod_out_tids": [], + "mod_in_tids": [], + "meta_tids": [], + "mod_out_ptpts": [] + }, + "base-clusters": { + "id": [], + "members": [], + "x": [], + "y": [], + "count": [] + }, + "group-clusters": [], + "group_clusters": [], + "zid": "biodiversity", + "lastVoteTimestamp": 1700000000000, + "lastModTimestamp": 1700000000000, + "tids": [], + "n": 0, + "n-cmts": 0, + "user-vote-counts": {}, + "votes-base": {}, + "group-votes": {}, + "subgroup-votes": {}, + "subgroup-repness": {}, + "group-aware-consensus": {}, + "in-conv": [], + "mod-out": [], + "mod-in": [], + "meta-tids": [], + "consensus": { + "agree": [], + "disagree": [], + "comment-stats": {} + }, + "math_tick": 28866 + }, + "after_load_no_compute": { + "last_updated": 1700000000000, + "participant_count": 536, + "comment_count": 314, + "vote_stats": { + "n_votes": 29719, + "n_agree": 19229, + "n_disagree": 5472, + "n_pass": 138585, + "comment_stats": { + "0": { + "n_votes": 212, + "n_agree": 45, + "n_disagree": 138, + "agree_ratio": 0.21226415094339623 + }, + "1": { + "n_votes": 218, + "n_agree": 94, + "n_disagree": 95, + "agree_ratio": 0.43119266055045874 + }, + "2": { + "n_votes": 219, + "n_agree": 50, + "n_disagree": 142, + "agree_ratio": 0.228310502283105 + }, + "3": { + "n_votes": 47, + "n_agree": 29, + "n_disagree": 13, + "agree_ratio": 0.6170212765957447 + }, + "4": { + "n_votes": 46, + "n_agree": 16, + "n_disagree": 24, + "agree_ratio": 0.34782608695652173 + }, + "5": { + "n_votes": 199, + "n_agree": 48, + "n_disagree": 125, + "agree_ratio": 0.24120603015075376 + }, + "8": { + "n_votes": 200, + "n_agree": 43, + "n_disagree": 127, + "agree_ratio": 0.215 + }, + "9": { + "n_votes": 202, + "n_agree": 97, + "n_disagree": 85, + "agree_ratio": 0.4801980198019802 + }, + "10": { + "n_votes": 199, + "n_agree": 60, + "n_disagree": 113, + "agree_ratio": 0.3015075376884422 + }, + "11": { + "n_votes": 46, + "n_agree": 2, + "n_disagree": 38, + "agree_ratio": 0.043478260869565216 + }, + "12": { + "n_votes": 47, + "n_agree": 0, + "n_disagree": 37, + "agree_ratio": 0.0 + }, + "13": { + "n_votes": 46, + "n_agree": 37, + "n_disagree": 2, + "agree_ratio": 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Goldens are stale vs new outputs from ns-PASS + D10 follow-ups + serialization plumb. Re-record only when Python-vs-Python refactor phase begins.") @pytest.mark.use_discovered_datasets def test_conversation_regression(dataset_name): """ @@ -107,6 +108,7 @@ def test_conversation_regression(dataset_name): @_skip_golden +@pytest.mark.xfail(reason="Goldens DEFERRED per Julien 2026-06-11 — see HANDOFF_STAGE3_INTERRUPTED_2026-06-11.md. Goldens are stale vs new outputs from ns-PASS + D10 follow-ups + serialization plumb. Re-record only when Python-vs-Python refactor phase begins.") @pytest.mark.use_discovered_datasets def test_conversation_stages_individually(dataset_name): """