fix(index): write article_id into tile manifests, stop guessing from dir names#83
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andylizf wants to merge 1 commit into
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fix(index): write article_id into tile manifests, stop guessing from dir names#83andylizf wants to merge 1 commit into
andylizf wants to merge 1 commit into
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…dir names
The embed pipeline extracted article_id by parsing the tile directory name
(e.g. "3104240.png.tiles" → int("3104240")). This broke for PDFs (directory
named after the filename stem, e.g. "report.png.tiles" → int("report") fails)
and for any non-numeric directory name. GPU embed skipped the tile silently;
CPU embed used a hash fallback that produced IDs misaligned with articles.json.
Root cause: article_id was never explicitly communicated from the pipeline to
the embed stage — embed had to reverse-engineer it from the filesystem.
Fix: the pipeline now writes article_id into tiles.json and chunks.json after
rendering. Embed reads it from the manifest first, falling back to directory
name parsing for backward compatibility with existing large-scale indexes
(e.g. the Wikipedia corpus where dir names are already numeric).
Also: render_pdf gains a stem parameter so the pipeline can name PDF tile
directories by position index (like URLs), making directory names consistent
across all source types.
Follows the same sidecar-metadata pattern used by ColPali (JSONL manifest
mapping FAISS IDs to doc metadata) and LEANN (passage_id_scheme +
ids.txt/offset map). See also Rulin Shao's MassiveDS (shared shard IDs).
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Problem
The embed pipeline extracted
article_idby parsing tile directory names ("3104240.png.tiles"→int("3104240")). This worked for URLs (dirs named by position index) but broke for:"report.png.tiles"→int("report")→ ValueError → GPU silently skips, CPU uses hash fallback → ID misaligned with articles.json)Root cause:
article_idwas never explicitly communicated from the pipeline to embed — embed had to reverse-engineer it from the filesystem.Fix
Pipeline writes
article_idinto tile manifests (tiles.json + chunks.json) after rendering. This is the authoritative source — embed reads it from the manifest, not the directory name.render_pdfgains astemparameter so the pipeline names PDF tile directories by position index (like URLs), making directory names consistent. StandalonepixelshotCLI still defaults to the filename stem.Backward compatible: embed falls back to directory name parsing when
article_idis absent from the manifest (existing large-scale indexes like the Wikipedia corpus where dirs are already numeric).Follows the sidecar-metadata pattern used by ColPali, LEANN (
passage_id_scheme+ids.txt), and Rulin Shao's MassiveDS.What changed
pipelines.pyarticle_idinto manifests after rendering; passstem=str(idx)torender_pdfpdf.py+render.pystemparameter torender_pdfembed.pyarticle_idfrom tiles.json/chunks.json first, fallback to dir nameembed_cpu.pytests/test_article_id.py