fix(review): align classify_pdf routing with the hot path + scan-tail test
Address PR #863 round 2: - classify_pdf now flags a page needs_ocr on the SAME three signals as classify_from_text (image scan OR low text-quality OR near-empty), not image coverage alone. Previously a word-merged digital doc with no images routed "fast" via classify_pdf but "ocr" via the pipeline -- so an operator reproducing routing offline got a different answer. They now match. - Add a test that when image_coverage is shorter than the page boundaries (the MAX_SAMPLED_PAGES cap on large scans), the leading page uses the scan signal and later pages fall back to text-quality. Left as-is: overlong_score (>20) partially overlaps merge_score (>12) -- the double-penalty on very-long tokens is intentional, not a bug (per review). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Claude Opus 4.8
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@@ -152,13 +152,15 @@ def classify_pdf(content: bytes) -> DocClassification:
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text = page.get_text("text")
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quality = _text_quality(text)
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coverage = _page_image_coverage(page)
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# A page that is mostly a raster image is a scan/photo: its content
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# (handwriting, stamps, figure text) is not fully in any text layer,
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# so OCR is needed to capture it -- regardless of whether a partial
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# text layer is present. Text quality/char-count are kept as
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# diagnostic signals (flags + tuning metrics), not the trigger,
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# because OCR only helps when there is an image to read.
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needs_ocr = coverage >= IMAGE_COVERAGE_SCANNED
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# OCR-worthy on the same three signals as classify_from_text (kept in
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# sync so an operator reproducing routing offline gets the pipeline's
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# answer): a mostly-raster scan, a junk/low-quality text layer (the
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# word-merging case), or an effectively empty text layer.
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needs_ocr = (
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coverage >= IMAGE_COVERAGE_SCANNED
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or quality < MIN_TEXT_QUALITY
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or len(text.strip()) < MIN_PAGE_CHARS
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)
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pages.append(
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PageSignals(n, len(text), round(coverage, 3), quality, needs_ocr)
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)
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