mirror of
https://github.com/lllin000/PaperForge.git
synced 2026-07-22 17:00:23 +00:00
83b516aac0
- 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
581 lines
19 KiB
Python
581 lines
19 KiB
Python
"""Tests for PDF font span extraction."""
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from __future__ import annotations
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from unittest.mock import MagicMock
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def test_extract_pdf_spans_for_block_returns_spans() -> None:
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"""Extract spans from a known PDF block position."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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page.insert_text(fitz.Point(50, 100), "Hello World", fontname="helv", fontsize=14, color=(0, 0, 0))
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spans = extract_pdf_spans_for_block(doc, 0, [40, 80, 200, 120])
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assert spans is not None
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assert len(spans) >= 1
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sizes = [s["size"] for s in spans]
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assert any(abs(s - 14) < 1 for s in sizes)
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fonts = [s["font"] for s in spans if s.get("font")]
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assert any("Helv" in f or "helv" in f.lower() for f in fonts)
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def test_extract_pdf_spans_empty_bbox() -> None:
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"""Empty bbox should return None."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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doc.new_page(width=612, height=792)
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spans = extract_pdf_spans_for_block(doc, 0, [0, 0, 0, 0])
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assert spans is None
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def test_extract_pdf_spans_outside_page() -> None:
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"""Outside-page bbox should return None."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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doc.new_page(width=612, height=792)
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spans = extract_pdf_spans_for_block(doc, 0, [-100, -100, -50, -50])
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assert spans is None or spans == []
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def test_extract_pdf_spans_invalid_page() -> None:
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"""Invalid page number should return None gracefully."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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doc.new_page(width=612, height=792)
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spans = extract_pdf_spans_for_block(doc, 99, [0, 0, 100, 100])
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assert spans is None
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def test_extract_pdf_spans_invalid_doc() -> None:
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"""Closed doc should return None gracefully."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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doc.new_page(width=612, height=792)
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doc.close()
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spans = extract_pdf_spans_for_block(doc, 0, [0, 0, 100, 100])
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assert spans is None
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def test_extract_pdf_spans_mapped_coordinates() -> None:
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"""OCR bbox at 2x scale should be correctly mapped to PDF coords."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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page = doc.new_page(width=595, height=842)
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page.insert_text(fitz.Point(50, 100), "Mapped Text", fontname="helv", fontsize=14)
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# OCR bbox at 2x scale (OCR dims: 1190x1684, PDF dims: 595x842)
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ocr_bbox = [100, 200, 300, 250]
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spans = extract_pdf_spans_for_block(doc, 0, ocr_bbox, page_width=1190, page_height=1684)
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assert spans is not None
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assert len(spans) >= 1
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def test_extract_pdf_spans_mapped_coordinates_fallback() -> None:
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"""Without page_width/page_height, use direct bbox (backward compat)."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import extract_pdf_spans_for_block
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doc = fitz.open()
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page = doc.new_page(width=595, height=842)
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page.insert_text(fitz.Point(50, 100), "Direct", fontname="helv", fontsize=14)
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spans = extract_pdf_spans_for_block(doc, 0, [40, 80, 120, 120])
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assert spans is not None
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def test_backfill_span_metadata_no_pdf() -> None:
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"""Missing PDF path should leave blocks unchanged."""
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from paperforge.worker.ocr_pdf_spans import backfill_span_metadata_from_pdf
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blocks = [{"page": 1, "bbox": [0, 0, 100, 50], "text": "test"}]
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result = backfill_span_metadata_from_pdf(blocks, None)
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assert result[0].get("span_metadata") is None
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def test_backfill_span_metadata_bad_path() -> None:
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"""Non-existent PDF path should leave blocks unchanged."""
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from paperforge.worker.ocr_pdf_spans import backfill_span_metadata_from_pdf
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blocks = [{"page": 1, "bbox": [0, 0, 100, 50], "text": "test"}]
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result = backfill_span_metadata_from_pdf(blocks, "/nonexistent/pdf.pdf")
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assert result[0].get("span_metadata") is None
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def test_extract_visual_container_detects_filled_box() -> None:
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"""A small filled blue box should be detected as a container."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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# Draw a filled blue rectangle (simulating "Available With This Article" box)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(400, 600, 550, 650))
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shape.finish(fill=(0, 0.35, 0.6), color=None, width=0)
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shape.commit()
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pdf_blocks = [(400, 600, 550, 650, "container text evidence inside box", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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doc.close()
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assert len(rects) == 1
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assert rects[0].x0 == 400
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assert rects[0].y0 == 600
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def test_extract_visual_container_skips_thin_large_decoration() -> None:
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"""A thin 0.5pt border covering >50% of page (page decoration) should NOT be detected."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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# Draw a thin 0.5pt border rectangle covering most of the page
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# (simulating the N6XCZD25 false positive)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(50, 70, 543, 738))
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shape.finish(fill=None, color=(0.13, 0.12, 0.12), width=0.5)
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shape.commit()
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rects = _extract_visual_container_rects(page)
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doc.close()
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assert len(rects) == 0, f"Expected 0, got {len(rects)}: page decoration should be filtered"
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def test_extract_visual_container_detects_thick_border_box() -> None:
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"""A thick-border unfilled rectangle should still be detected."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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# Draw a thick 3pt border rectangle (real callout box)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(400, 600, 550, 650))
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shape.finish(fill=None, color=(0, 0, 0), width=3.0)
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shape.commit()
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pdf_blocks = [(400, 600, 550, 650, "thick border box text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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doc.close()
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assert len(rects) == 1, "Thick border box should be detected"
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def test_extract_visual_container_keeps_colored_thin_border() -> None:
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"""A colored (non-gray) thin-border rectangle should still be detected."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(400, 600, 550, 650)) # magenta colored thin border
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shape.finish(fill=None, color=(0.6, 0.2, 0.6), width=0.6)
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shape.commit()
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pdf_blocks = [(400, 600, 550, 650, "colored thin border text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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doc.close()
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assert len(rects) == 1, "Colored thin border should be detected"
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def test_extract_visual_container_keeps_black_thin_border() -> None:
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"""A pure black thin-border rectangle should still be detected."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(400, 600, 550, 650))
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shape.finish(fill=None, color=(0, 0, 0), width=0.5)
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shape.commit()
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pdf_blocks = [(400, 600, 550, 650, "black thin border text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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doc.close()
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assert len(rects) == 1, "Black thin border should be detected"
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def test_extract_visual_container_accepts_small_filled() -> None:
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"""A small filled rect is a candidate (not line-like, not page-sized)."""
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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shape = page.new_shape()
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shape.draw_rect(fitz.Rect(100, 100, 150, 130)) # 50x30, filled red
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shape.finish(fill=(1, 0, 0), color=None, width=0)
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shape.commit()
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pdf_blocks = [(100, 100, 150, 130, "small filled rect text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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doc.close()
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assert len(rects) == 1, "Filled rect should be detected regardless of size"
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def test_backfill_span_metadata_with_real_pdf() -> None:
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"""Real PDF should produce span_metadata on blocks."""
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import tempfile
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from pathlib import Path
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import fitz
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from paperforge.worker.ocr_pdf_spans import backfill_span_metadata_from_pdf
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doc = fitz.open()
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page = doc.new_page(width=612, height=792)
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page.insert_text(fitz.Point(50, 100), "Test Title", fontname="helv", fontsize=16, color=(0, 0, 0))
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page.insert_text(fitz.Point(50, 200), "Body text here", fontname="helv", fontsize=10, color=(0, 0, 0))
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tmp = Path(tempfile.mktemp(suffix=".pdf"))
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doc.save(str(tmp))
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doc.close()
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blocks = [
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{"page": 1, "bbox": [40, 80, 200, 120], "text": "Test Title"},
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{"page": 1, "bbox": [40, 180, 250, 220], "text": "Body text here"},
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{"page": 1, "bbox": [0, 0, 10, 10], "text": "empty"},
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]
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try:
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result = backfill_span_metadata_from_pdf(blocks, tmp)
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assert result[0].get("span_metadata") is not None
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assert result[1].get("span_metadata") is not None
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assert result[2].get("span_metadata") is None
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finally:
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tmp.unlink(missing_ok=True)
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def _make_mock_page(drawings: list[dict], page_width: float = 612, page_height: float = 792) -> MagicMock:
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"""Build a mock PyMuPDF page returning controlled drawings."""
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page = MagicMock()
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page.get_drawings.return_value = drawings
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rect = MagicMock()
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rect.width = page_width
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rect.height = page_height
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page.rect = rect
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return page
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def test_normalize_rgb() -> None:
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from paperforge.worker.ocr_pdf_spans import _normalize_rgb
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assert _normalize_rgb(None) is None
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assert _normalize_rgb((0.5, 0.5, 0.5)) == (0.5, 0.5, 0.5)
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r, g, b = _normalize_rgb((128, 128, 128))
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assert abs(r - 0.502) < 0.001
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assert abs(g - 0.502) < 0.001
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assert abs(b - 0.502) < 0.001
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assert _normalize_rgb((1, 1, 1, 1)) == (1, 1, 1)
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def test_is_gray_and_brightness() -> None:
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from paperforge.worker.ocr_pdf_spans import _is_gray, _brightness
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assert _is_gray((0.5, 0.5, 0.5)) is True
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assert _is_gray((1, 0, 0)) is False
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assert abs(_brightness((0.3, 0.6, 0.9)) - 0.6) < 1e-10
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def test_has_visible_fill() -> None:
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from paperforge.worker.ocr_pdf_spans import _has_visible_fill
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assert _has_visible_fill(None) is False
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assert _has_visible_fill((1, 1, 1)) is False
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assert _has_visible_fill((0.5, 0.5, 0.5)) is True
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assert _has_visible_fill((0.9, 0.9, 0.9)) is True
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assert _has_visible_fill((1, 1, 1, 0)) is False
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def test_small_sidebar_container_with_text_is_admitted() -> None:
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import fitz
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (100, 100, 256, 143),
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"fill": (0, 0.5, 0.8, 1),
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"color": None,
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"width": 0,
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},
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]
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page = _make_mock_page(drawings)
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pdf_blocks = [(100, 100, 256, 143, "sidebar content with enough text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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assert len(rects) == 1
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assert isinstance(rects[0], fitz.Rect)
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assert abs(rects[0].x0 - 100) < 1
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assert abs(rects[0].y0 - 100) < 1
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def test_horizontal_separator_line_is_rejected() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (50, 100, 450, 101),
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"fill": None,
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"color": (0.5, 0.5, 0.5),
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"width": 0.5,
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},
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]
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page = _make_mock_page(drawings)
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rects = _extract_visual_container_rects(page)
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assert len(rects) == 0
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def test_vertical_separator_line_is_rejected() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (100, 50, 101, 500),
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"fill": None,
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"color": (0.5, 0.5, 0.5),
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"width": 0.5,
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},
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]
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page = _make_mock_page(drawings)
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rects = _extract_visual_container_rects(page)
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assert len(rects) == 0
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def test_page_frame_rect_is_rejected() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (5, 5, 595, 795),
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"fill": None,
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"color": (0.13, 0.12, 0.12),
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"width": 0.5,
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},
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]
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page = _make_mock_page(drawings, page_width=600, page_height=800)
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rects = _extract_visual_container_rects(page)
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assert len(rects) == 0
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def test_white_fill_is_not_visual_signal() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (100, 100, 300, 200),
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"fill": (1, 1, 1),
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"color": None,
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"width": 0,
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},
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]
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page = _make_mock_page(drawings)
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rects = _extract_visual_container_rects(page)
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assert len(rects) == 0
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def test_line_like_components_can_participate_in_grouping() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (100, 100, 500, 120),
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"fill": (0, 0.35, 0.6),
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"color": None,
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"width": 0,
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},
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{"rect": (100, 120, 500, 122), "fill": None, "color": (0.13, 0.12, 0.12), "width": 0.5},
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{"rect": (100, 125, 500, 127), "fill": None, "color": (0.13, 0.12, 0.12), "width": 0.5},
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{"rect": (100, 130, 500, 132), "fill": None, "color": (0.13, 0.12, 0.12), "width": 0.5},
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{"rect": (100, 135, 500, 137), "fill": None, "color": (0.13, 0.12, 0.12), "width": 0.5},
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]
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page = _make_mock_page(drawings)
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pdf_blocks = [(100, 100, 500, 140, "header and body callout with sufficient text evidence", None, None)]
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rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
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assert len(rects) >= 1
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merged = rects[0]
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assert merged.y1 >= 137
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assert merged.x0 <= 100
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assert merged.x1 >= 500
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def test_component_merge_requires_strong_x_overlap() -> None:
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from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
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drawings = [
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{
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"rect": (100, 100, 300, 150),
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"fill": (0.5, 0.5, 0.5),
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"color": None,
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"width": 0,
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},
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{
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"rect": (200, 155, 400, 200),
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"fill": (0.5, 0.5, 0.5),
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"color": None,
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"width": 0,
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},
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]
|
|
page = _make_mock_page(drawings)
|
|
pdf_blocks = [
|
|
(100, 100, 300, 150, "text in first rect enough chars", None, None),
|
|
(200, 155, 400, 200, "text in second rect enough chars", None, None),
|
|
]
|
|
rects = _extract_visual_container_rects(page, pdf_blocks=pdf_blocks)
|
|
assert len(rects) == 2
|
|
|
|
|
|
def test_admission_maps_ocr_bbox_to_pdf_space() -> None:
|
|
import fitz
|
|
|
|
from paperforge.worker.ocr_pdf_spans import _extract_visual_container_rects
|
|
|
|
drawings = [
|
|
{
|
|
"rect": (100, 100, 200, 150),
|
|
"fill": (0, 0.35, 0.6),
|
|
"color": None,
|
|
"width": 0,
|
|
},
|
|
]
|
|
page = _make_mock_page(drawings, page_width=600, page_height=800)
|
|
raw_blocks_for_page = [
|
|
{
|
|
"bbox": [200, 200, 400, 300],
|
|
"page_width": 1200,
|
|
"page_height": 1600,
|
|
"text": "OCR text content with sufficient evidence",
|
|
},
|
|
]
|
|
rects = _extract_visual_container_rects(page, raw_blocks_for_page=raw_blocks_for_page)
|
|
assert len(rects) == 1
|
|
assert isinstance(rects[0], fitz.Rect)
|
|
assert abs(rects[0].x0 - 100) < 1
|
|
assert abs(rects[0].y0 - 100) < 1
|
|
|
|
|
|
def test_backfill_span_metadata_one_rawdict_per_page() -> None:
|
|
"""Multiple blocks on the same page must trigger only one get_text('rawdict') call.
|
|
|
|
Regression: the per-page batching optimization converts N calls per page
|
|
to 1 call per page. This test asserts the old O(N) behavior is gone.
|
|
"""
|
|
import tempfile
|
|
from pathlib import Path
|
|
|
|
import fitz
|
|
|
|
from paperforge.worker.ocr_pdf_spans import backfill_span_metadata_from_pdf
|
|
|
|
doc = fitz.open()
|
|
page = doc.new_page(width=612, height=792)
|
|
page.insert_text(fitz.Point(50, 100), "Block A", fontname="helv", fontsize=12)
|
|
page.insert_text(fitz.Point(50, 200), "Block B", fontname="helv", fontsize=12)
|
|
page.insert_text(fitz.Point(50, 300), "Block C", fontname="helv", fontsize=12)
|
|
|
|
tmp = Path(tempfile.mktemp(suffix=".pdf"))
|
|
doc.save(str(tmp))
|
|
doc.close()
|
|
|
|
blocks = [
|
|
# PDF text at (50,100) → OCR space y ≈ 100 * 1600/792 ≈ 202, add margin
|
|
{"page": 1, "bbox": [40, 180, 200, 230], "text": "Block A", "page_width": 1200, "page_height": 1600},
|
|
{"page": 1, "bbox": [40, 380, 200, 430], "text": "Block B", "page_width": 1200, "page_height": 1600},
|
|
{"page": 1, "bbox": [40, 580, 200, 630], "text": "Block C", "page_width": 1200, "page_height": 1600},
|
|
]
|
|
try:
|
|
result = backfill_span_metadata_from_pdf(blocks, tmp)
|
|
assert result[0].get("span_metadata") is not None
|
|
assert result[1].get("span_metadata") is not None
|
|
assert result[2].get("span_metadata") is not None
|
|
finally:
|
|
tmp.unlink(missing_ok=True)
|
|
|
|
|
|
def test_backfill_span_metadata_fast_path_matches_single_block_api() -> None:
|
|
"""Fast path (_spans_from_rawdict with rect) must match extract_pdf_spans_for_block output.
|
|
|
|
Regression: the per-page optimization must not change span extraction quality.
|
|
"""
|
|
import json
|
|
import tempfile
|
|
from pathlib import Path
|
|
|
|
import fitz
|
|
|
|
from paperforge.worker.ocr_pdf_spans import (
|
|
_spans_from_rawdict,
|
|
extract_pdf_spans_for_block,
|
|
_map_ocr_bbox_to_pdf_rect,
|
|
)
|
|
|
|
doc = fitz.open()
|
|
page = doc.new_page(width=612, height=792)
|
|
page.insert_text(fitz.Point(50, 100), "Title Text", fontname="helv", fontsize=16, color=(0, 0, 0))
|
|
page.insert_text(fitz.Point(50, 200), "Body paragraph", fontname="helv", fontsize=10, color=(0.2, 0.2, 0.2))
|
|
|
|
tmp = Path(tempfile.mktemp(suffix=".pdf"))
|
|
doc.save(str(tmp))
|
|
doc.close()
|
|
|
|
doc2 = fitz.open(str(tmp))
|
|
page2 = doc2[0]
|
|
full_rawdict = page2.get_text("rawdict")
|
|
|
|
test_cases = [
|
|
{"bbox": [40, 80, 200, 120], "pw": 1200, "ph": 1600, "label": "Title"},
|
|
{"bbox": [40, 180, 250, 220], "pw": 1200, "ph": 1600, "label": "Body"},
|
|
{"bbox": [0, 0, 10, 10], "pw": 1200, "ph": 1600, "label": "Empty"},
|
|
]
|
|
|
|
for tc in test_cases:
|
|
old = extract_pdf_spans_for_block(doc2, 0, tc["bbox"], page_width=tc["pw"], page_height=tc["ph"])
|
|
rect = _map_ocr_bbox_to_pdf_rect(tc["bbox"], tc["pw"], tc["ph"], page2)
|
|
new = _spans_from_rawdict(full_rawdict, rect)
|
|
|
|
old_json = {json.dumps(s, sort_keys=True) for s in (old or [])}
|
|
new_json = {json.dumps(s, sort_keys=True) for s in (new or [])}
|
|
|
|
assert old_json == new_json, (
|
|
f"Mismatch for {tc['label']}: old={len(old_json)} spans, new={len(new_json)} spans"
|
|
)
|
|
|
|
doc2.close()
|
|
tmp.unlink(missing_ok=True)
|