Commit graph

1771 commits

Author SHA1 Message Date
LLLin000
6ff0f6d38b PR9B: Embed Parallel Encode
- Four new dataclasses: EmbeddingPayload, EncodedPayload, PaperEmbeddingJob, PaperEncodedBundle
- prepare_legacy/body/object_payload: extract prepare phase from legacy embed functions
- encode_payload / encode_paper_job: worker-thread-safe encode functions
- write_encoded_payload: ChromaDB serial write
- prepare_payloads_for_entry: routing to correct prepare function
- Existing embed_body_units/embed_paper/embed_object_units refactored as wrappers
- Embed main loop: three-phase pipeline (PREPARE -> ENCODE -> WRITE) with ThreadPoolExecutor
- Bounded batch processing (BATCH_SIZE=8, MAX_WORKERS=4)
- Encode-success-gated delete: old vectors only removed after encode succeeds
- 23 regression tests for new functions
2026-07-06 22:41:25 +08:00
LLLin000
89f5a3fce6 PR9A: Resume & Rebuild Correctness
- OCR rebuild --all: version/artifact-based selection via _needs_derived_rebuild()
- --status and explicit keys: manual override, no version filter
- Removed .done.{key} checkpoint markers from selection logic
- _apply_post_rebuild_version_flags now writes derived_version
- Embed resume entry: three-gate protection (stale state / missing DB / corrupt DB)
- _pid_alive() cross-platform PID health check
- _assert_collections_healthy() explicit ChromaDB probe
- 14 regression tests for selection logic, version flags, and resume guards
2026-07-06 22:33:08 +08:00
LLLin000
6afcdc1830 fix: PR8.1 — status healthy init + object_units rebuild + version bump
- status.py: healthy=True init before if exists: (was UnboundLocalError
  when vector DB doesn't exist)
- manifest.py: RETRIEVAL_POLICY_VERSION l4.body.v1 → l4.body.v2 to
  trigger object_units rebuild with PR7 fix (unit_id fallback)
- Object_units corrected from 20→311 after rebuild (was INSERT OR
  REPLACE overwrite from old empty unit_id)
- Coverage parity: 20 papers have body_units = 20 have object_units 
  (body=811 chunks, object=311 chunks, expected difference due to
   section-split vs 1:1 caption structure)
- Unit tests: 97 pass (subset)
2026-07-06 20:08:51 +08:00
LLLin000
0dfbf2a68d feat: PR 8 — Object Vector Retrieval (paperforge_objects collection)
New paperforge_objects collection in ChromaDB for figure/table caption
vector search, completing the memory layer retrieval triad:

  paperforge_fulltext → legacy_chunk
  paperforge_body     → body_unit
  paperforge_objects  → object_unit (NEW)

Changes:
- manifest.py: compute_object_units_hash(), manifest records both hashes
- _chroma.py: _COLLECTION_NAMES includes paperforge_objects
- builder.py: get_object_units_for_embedding() + embed_object_units()
- status.py: object_chunk_count, total_chunks
- state_snapshot.py: write_vector_runtime() extended with new fields
- search.py: 3rd collection, dict-based source mapping, object_kind/label
- __init__.py: exports for new functions
- commands/embed.py: _has_object_units_in_db, body+object structured
  path routing with dual-hash resume, extended counters
- Test fix: test_build_paper_manifest data complete for hash functions

Verification: 20 object vectors embedded, all per-paper counts match,
status total consistent (58266 = 57435 + 811 + 20),
object caption queries return object_unit results via merge_retrieve.
Unit tests: 153 pass, 1 skip.
2026-07-06 19:58:46 +08:00
LLLin000
e551f79a77 fix: PR 7 post-test hardening — object units, node_id, expanded tests
P0 fixes from test report review:
- object unit_id: fallback to f"{obj_type}:p{page}:{block_id}" when
  figure_id/table_id missing (prevents DB overwrite on INSERT OR REPLACE)
- object caption_key: page-qualified f"p{page}:{caption_bid}" to match
  page-qualified subtree_block_ids in find_owning_node
- object block_map: page-qualified keys for consistency with body_units
- structure node_id: changed from sec:{block_id} to sec:p{page}:{block_id}
  for stability (reduces vector ID churn from emitted_order changes)

New tests:
- Section 4b: Object units DB persistence (unit_id unique, non-empty labels,
  DB count == list count after upsert)
- Section 5b: Coverage gate (v2_tree / render_map / body_papers counts)

Layer A: 1669/1669 pass (+60 checks from 4b + 5b)
Unit tests: 153 pass, 1 skip
2026-07-06 19:34:05 +08:00
LLLin000
01461330bb fix: final hardening — policy revision + Layer A all green
- _body_unit_role_kind now excludes only reference_item/reference_heading
  (per policy: everything in fulltext except ref zone)
- backmatter_body unit_kind removed; all units are 'body'
- bounds_map in structure_tree uses page-qualified key (fixes collision
  when same block_id appears on different pages)
- Layer A test plan: emitted_ids uses page-qualified keys + handles
  block_id=0 (falsy value)
- Layer A: 1609 passed, 0 failed on real vault (22 papers)
- Unit tests: 152 passed, 1 pre-existing skip
2026-07-06 19:08:54 +08:00
LLLin000
77a6e0cfec fix: heading→emitted events, backmatter→heading events, page-qualified keys
- Section/subsection headings now appear in BOTH heading_events and
  emitted_block_events (emitted_as='heading') for complete event stream
- Backmatter headings (Funding/Acknowledgments/Data Availability/Conflicts)
  now generate heading_events → appear as structure tree sections with
  their own body_units
- Page-qualified block IDs (p{page}:{block_id}) in tree own/subtree_block_ids
  and body_units block_map: eliminates ambiguous block_id collisions when
  same block_id appears on multiple pages in real OCR data
- TC-9.2 wording fix, KEYS empty guard, global unit_id uniqueness check
2026-07-06 18:19:17 +08:00
LLLin000
897afdaecb fix: token cap recursive split + policy version check + test plan update
- _split_if_oversized: recursive _halve_text until every part <= 1000 tokens
- _incremental_units_only: also checks retrieval_policy_version match
- _rebuild_paper_units: use RETRIEVAL_POLICY_VERSION constant
- Functional test plan: Layer A (artifact) + Layer B (API), all 8 review
  fixes incorporated (persisted artifacts, no jump-assertion, stronger
  object/backmatter/abstract tests, proper embed flow)
2026-07-06 17:05:13 +08:00
LLLin000
1ef0899fec docs: comprehensive functional test plan for memory layer
10 sections covering Render Events, Structure Tree, Body Units,
Object Units, FTS, Content Discovery, Memory Builder, Embed Build,
Retrieve Merge, and Regression. Includes auto-test script skeleton.
2026-07-06 16:59:31 +08:00
LLLin000
9f79ac3482 fix: hardening — FTS per-paper, object_units keys, unit_id collision, resume hash
P0-1: FTS per-paper insert — move SELECT INTO body_units_fts inside the
per-paper loop with WHERE paper_id = ? to avoid re-inserting other papers'
rows during full rebuild. Fix sqlite3.DatabaseError on empty FTS table.

P0-2: object_units real role_index keys — read from 'captions'/'tables'
(what build_role_indexes actually outputs) with fallback to old key names.

P1-1: unit_id collision for mixed body/backmatter — include unit_kind
suffix (:backmatter_body) in unit_id. Also fix duplicate tree node_ids
(block_id reused on different pages) by appending order{emitted_order}.

P1-2: Embed resume body_units_hash — add compute_body_units_hash() to
manifest.py, write hash + retrieval_policy_version to Chroma metadata,
resume compares both before skipping.
2026-07-06 16:56:33 +08:00
LLLin000
cb845362de fix: block_map in build_body_units handles duplicate block_ids across pages
Real OCR output has the same block_id on multiple pages (e.g. running
headers). block_map[str(bid)] = b overwrites correct entries with
wrong-page duplicates. Fix: prefer blocks with non-empty text content
when multiple blocks share the same block_id.
2026-07-06 16:50:12 +08:00
LLLin000
76aaedf4cc feat: PR 5 — Retrieve uses merge_retrieve from dual collections
- retrieve command calls merge_retrieve instead of retrieve_chunks
- Checks total_chunks (both collections) for empty DB detection
- Display uses section_path field from merge_retrieve response format
2026-07-06 16:43:07 +08:00
LLLin000
9f47245179 feat: PR 4 — Dual collection embedding with body_units
- get_collection(name=) supports paperforge_fulltext or paperforge_body
- delete_paper_vectors deletes from both collections
- embed_body_units + get_body_units_for_embedding (reads from memory DB)
- Status reports chunk_count, body_chunk_count, total_chunks
- Embed build routes to body_units path when DB has body_units
- merge_retrieve queries both collections with unit-level dedup
2026-07-06 16:42:54 +08:00
LLLin000
cb0eabddde feat: PR 3 — Content Discovery no silent fallback
- Add _get_body_coverage helper (body_papers, ocr_papers, library_papers)
- _run_body_unit_discovery returns coverage + next_action on empty results
- FTS query exceptions return error + coverage (no metadata fallback)
- Keep _run_compat_content_discovery for other callers
2026-07-06 16:42:41 +08:00
LLLin000
8dca070b75 feat: PR 2 — Memory Builder incremental update
- Replace _read_result_hash with _resolve_ocr_result_hash (3-level fallback:
  result-hash.txt → SHA-256 of structured artifacts → meta.json derived_version)
- Change fast-path to incremental mode: hash-match calls _incremental_units_only
  instead of early return
- _incremental_units_only: per-paper OCR hash comparison, rebuild only changed
- _rebuild_paper_units: DELETE + rebuild + insert + FTS refresh
- _upsert_body_units updated with schema v4 columns
2026-07-06 16:42:28 +08:00
LLLin000
288829bb5b feat: PR 1 — nested structure tree + body_units correctness
- RenderOutput dataclass with heading_events/emitted_block_events tracking
- Stack-algorithm structure tree with own/subtree block IDs
- Recursive body_units builder with role helper + token cap splitting
- Schema v4: section_path_json, section_level, section_title, part_ordinal
- Phase 4/5 reorder in ocr_rebuild.py and ocr.py
- 12 new test cases for tree nesting, own_block_ids, rendered-order intervals
2026-07-06 16:42:08 +08:00
LLLin000
b12ef301f9 fix: two regression fixes
1. sidecar match record now includes 'text': caption legend was
   missing from the rendered figure_001.md because the sidecar
   materialization did not copy the text field.

2. _find_table_caption_continuation now rejects actual <table> HTML
   blocks as continuations. Previously the very next block after a
   truncated caption (which was the table_html itself) got merged into
   caption_text.
2026-07-06 02:49:42 +08:00
LLLin000
36d7f79d50 fix: rescue single narrow side-caption figure layouts
Add a narrow sidecar rescue for the 37-like pattern:
- one formal narrow figure caption on a page
- same-row right-side image
- no x-overlap required
- bounded x-gap and strong y-overlap
- only when primary same-page matching missed the caption

This preserves the existing >=2 narrow-caption sidecar behavior while
rescuing left-caption/right-image layouts that previously fell to
cross_page_reservation.

Verified on real vault:
- 37LK5T97 page 2: FIG. 1 now matches as figure_001 via sidecar
- QGCAFI3P page 4: narrow side-caption rescued
- QZXT9L27 page 11: narrow side-caption rescued

Targeted tests: 296 passed
2026-07-06 02:38:59 +08:00
LLLin000
7b29ab68ca feat: improve vnext figure matching and split OCR status
This batch implements the validated PR-2 / PR-3 workstreams.

PR-2b: continued captions in vnext
- add figure continuation helpers
- mark continuation legends in candidate indexing
- run ContinuationCaptionPass before PrimarySamePagePass
- emit unique continuation records with trace metadata
- skip continuation legends in ordinary same-page proposals

PR-2a: short-caption geometry
- reuse _TRUNCATED_LEGEND_ONLY_PATTERN
- add narrow short-caption branch at the vnext group/page seam
- require same page, same column/x-overlap, tight gap, and local uniqueness
- avoid global threshold changes or score_figure_match edits

PR-3: completeness normalization and additive status split
- normalize legacy/vnext figure completeness shapes
- keep overall unchanged
- add structure_status, figure_status, table_status,
  dimension_statuses, status_reasons

Verification:
- 443 targeted tests passing
- real-vault rebuilds:
  * SKXTCE6M: unmatched_legends 6->0, overall green
  * SRNJDAA2: unmatched_legends 9->0, figure green
  * 6QNRHRKX: matched 0->4, figure yellow (improved, not solved)
  * 9DM6MCIF: unmatched_legends 3->0, figure green
  * XGT9Z257: unmatched_legends 4->0, figure green
  * V4UTP5X7: figure green while structure remains red
2026-07-06 00:55:40 +08:00
LLLin000
7c702b1bcf fix: exclude table-owned media and inline figure body refs from figure matching
PR-1 of the architecture review fixes.

Two entry-level filters before figure matching:

1. _is_table_owned_media(): excludes media_asset blocks with table
   roles/raw_labels/hints from the figure asset pool. Previously these
   entered as figure candidates and ended up as unmatched legends/orphans.

2. _looks_like_inline_figure_body_reference(): detects body text like
   'Figure 11-10 shows...' (hyphenated ranges, list ranges) and flags
   it as an inline reference, not a figure legend. Applied in both
   ocr_figures.py and ocr_roles.py for consistent early rejection.

Verified on real vault:
  SKXTCE6M: unmatched_legends 6→0, overall yellow→green
  SRNJDAA2: unmatched_legends 9→0

Tests: 384 pass (+9 new), 0 fail
2026-07-05 22:36:17 +08:00
LLLin000
cd352cb007 fix: rebuild path writes meta.ocr_health_overall
_phase4_render_health now returns (markdown, health_overall),
_phase5_finalize writes it to meta before write_json.

Also adds ADR with architecture review decisions:
- #2 Meta divergence — fixed
- #3 Quality signals for consumers — deferred to role-override v1
- #4 Health report richness — keep all fields
- #5 PDF lines cache — rejected
- #6 Integration tests — deferred to role-override v1
2026-07-05 22:02:40 +08:00
LLLin000
d50ea4631b fix: final cleanup before merge — stale test, helper, RGB safety
1. Stale test: test_extract_objects_renders_same_page_once_for_multiple_crops
   now asserts render_pdf_page_cached is NOT called (new PageRenderContext path)
   and pages/page_001.jpg is NOT created.

2. Extract _resolve_object_crop_pdf_path() helper with 4-case test.
   Phase 4 now uses it instead of inline fallback logic.
   Test locks in: Phase 1 resolved path beats stale meta['source_pdf'].

3. PageRenderContext: use fitz.csRGB in get_pixmap() for safe CMYK/n>3 handling.
   Removed fragile pix.n mode detection.

4. Added test_extract_and_write_objects_with_use_disk_page_cache_false_and_valid_pdf
2026-07-05 21:36:17 +08:00
LLLin000
643052489a fix: determinism + correctness fixes before further optimization
6 fixes bundled:

1. Cleanup: remove accidental empty file '6s}'

2. Rebuild determinism: add 'use_disk_page_cache' gate to _crop_asset_from_pdf.
   Rebuild (use_disk_page_cache=False) never reads or writes pages/page_XXX.jpg.
   All rendering goes through PageRenderContext in-memory.
   Legacy callers keep backward-compat behavior (default True).

3. PageRenderContext safety:
   - Only use when page_width>0 and page_height>0 and not rotation_deg
   - Fix Pixmap.n mode detection (L/RGB/RGBA -> convert to RGB)
   - Fix Image.Resampling name bug (Image -> PILImage)
   - Rotated crops always fall back to direct PDF clip path

4. Phase 1+2a merged traversal: always extract PDF lines on every page,
   regardless of whether span_metadata already exists. Fixes figure inventory
   data gaps when pages have pre-existing span coverage.

5. Phase 4: use resolved source_pdf_path from Phase 1, not ocr_meta['source_pdf']
   fallback (which may be stale or missing).

6. Added 5 determinism tests
2026-07-05 21:32:05 +08:00
LLLin000
b977adc1d8 perf: PageRenderContext — in-memory page rendering for Phase 4a, no disk writes
Add PageRenderContext class that renders each page once into memory
(PIL Image via get_pixmap + frombytes), shared across all crop tasks
in a single rebuild session. No full-page JPG is written to disk.

- _crop_asset_from_pdf: new fast path (page_render_context kwarg)
- Three task functions pass context through
- extract_and_write_objects opens PDF once, creates context, closes after
- Cold Phase 4a: 4.0s → 1.24s (60p, 30 unique pages, 42 crops)
- Full cold rebuild: 10.9s → 7.17s
2026-07-05 21:13:29 +08:00
LLLin000
9ebd1f3dcb perf: merge Phase 1+2a into single PDF pass, add _extract_lines_from_rawdict
- Extract PDF lines from rawdict data that was already fetched for span backfill,
  eliminating the separate page.get_text('dict') pass (~6s for 60 pages)
- Add _extract_lines_from_rawdict() helper to avoid rawdict re-parse
- Keep extract_pdf_lines_normalized() as backward-compatible API
- First-rebuild: 14.2s -> 10.9s (60p), 8.8s -> 8.0s (81p)
2026-07-05 20:55:10 +08:00
LLLin000
83b516aac0 fix: optimize span backfill with per-page rawdict batching and incremental re-extraction
- Group raw_blocks by page, call get_text('rawdict') once per page instead of once per block
  (1433 calls → 60 calls, 68s → 16.6s for a 60-page paper)
- Add _spans_from_rawdict() helper to filter cached rawdict by char bbox center overlap
- Keep extract_pdf_spans_for_block() as single-block compatibility API unchanged
- Add incremental backfill: skip pages where all blocks already have span_metadata
- Remove figure_title from _is_text_like_raw_block() coverage count (figure titles are
  typically image-rendered, not selectable PDF text)
- Add regression test: fast path output matches single-block API
2026-07-05 20:39:52 +08:00
LLLin000
c34ebbce81 feat: rebuild speed-up with parallel rebuild, threaded asset cropping, maintenance refactor, embed progress, CLI docs 2026-07-05 19:43:07 +08:00
LLLin000
380f935f83 docs: add fulltext rebuild safety implementation plan 2026-07-05 17:14:13 +08:00
LLLin000
7931f658bd feat: add rebuild-time fulltext backups and provenance 2026-07-05 17:00:41 +08:00
LLLin000
cdf969d85e feat: persist machine fulltext hash for initial OCR 2026-07-05 16:58:23 +08:00
LLLin000
1474c061a8 feat: surface drift state and invalidate maintenance cache 2026-07-05 16:52:17 +08:00
LLLin000
d8451947ad refactor: separate render artifact writes from user fulltext commit 2026-07-05 16:50:58 +08:00
LLLin000
0a3e40fd92 feat: add fulltext writeback state helpers 2026-07-05 16:45:31 +08:00
LLLin000
a21fdf304b docs: tighten rebuild safety spec 2026-07-05 16:10:07 +08:00
LLLin000
35e66197b4 docs: add fulltext rebuild safety design 2026-07-05 16:00:54 +08:00
LLLin000
5e5dd7c4a6 fix: add paper-lookup next action on empty results 2026-07-05 15:24:24 +08:00
LLLin000
317472eb35 fix: align paper lookup scope and command signatures 2026-07-05 15:16:26 +08:00
LLLin000
c534e481c7 fix: close 4 review gaps — registry, body/object-unit schemas, compat vector arm
Changes:
- Add paper-lookup, content-discovery, scoped-fetch to command registry
- Add unit_kind column to body_units schema (DEFAULT 'body')
- Replace object_units schema: object_role -> object_kind, object_label,
  caption_text, nearby_body_text; drop unit_text, drop object_role
- Bump schema version to 3 with deterministic drop/recreate migration for
  derived tables (body_units, body_units_fts, object_units)
- Update _upsert_body_units / _upsert_object_units for new columns
- Update build_object_units to emit object_kind, object_label, caption_text,
  nearby_body_text fields
- Add vector secondary arm to _run_compat_content_discovery: runs paper_fts
  primary, conditionally adds vector_retrieve secondary when vector is healthy
- Add/fix tests for schema columns, builder output, registry, and compat
  content-discovery vector-secondary path
2026-07-05 15:13:43 +08:00
LLLin000
88838c1842 docs: keep paper lookup at identity boundary 2026-07-05 15:06:23 +08:00
LLLin000
4dbeb5ae50 fix: address 4 review items — remove dead INTENTS dict, drop unused --limit from paper-navigation, add -> int return types, guard subsection section_path 2026-07-05 14:46:26 +08:00
LLLin000
1e6edad7ba feat: route Layer 4 gateway through body units and structure tree 2026-07-05 14:39:19 +08:00
LLLin000
2ab3aa4219 fix: deduplicate object unit_id and wire units persistence in builder
Fix 1 (units.py): object unit_id now includes the entry's block_id
instead of the node's block_span, fixing PRIMARY KEY collisions when
a section has multiple objects (e.g. two figure_captions).

Fix 2 (builder.py): retrieval units are now persisted during
build_from_index(). Scans each paper's OCR output directory for
structure-tree.json, builds body+object units and manifest, then
upserts into the DB tables and meta. Also clears body_units and
object_units at rebuild start alongside the other tables.
2026-07-05 14:28:43 +08:00
LLLin000
9d332980f0 feat: add body units, manifest, and body-unit FTS 2026-07-05 14:21:27 +08:00
LLLin000
e23f35114c feat: add LanceDB evaluation backend scaffold 2026-07-05 14:19:37 +08:00
LLLin000
9d5a008df1 feat: make paper lookup decomposed and coverage-scored 2026-07-05 14:14:03 +08:00
LLLin000
b9f4d6c4f0 refactor: add vector backend adapter with Chroma compatibility 2026-07-05 14:13:59 +08:00
LLLin000
bc27ac2255 feat: add Layer 4 gateway command surface 2026-07-05 14:12:50 +08:00
LLLin000
12b930c31d feat: add structure tree builder for paper navigation 2026-07-05 14:12:36 +08:00
LLLin000
b02e762ce4 docs: plan Layer 4 retrieval substrate 2026-07-05 02:27:47 +08:00
LLLin000
9bc12bd6a0 docs: tighten Layer 4 retrieval spec 2026-07-05 02:22:17 +08:00