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pdf-inspector/docs/python.md
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Abimael MartellandClaude Opus 4.7 4b5ae91f54 feat: expose per-page markdown extraction to Python and Node (#53)
* feat: expose per-page markdown extraction to Python and Node (#49)

Implements the feature requested in issue #49: a list-of-pages markdown output
from the Python API. Matching the existing project pattern, the feature lives
in the Rust core and is surfaced through every binding.

- Rust core: `extract_pages_markdown` (path) and `extract_pages_markdown_mem`
  (bytes) now take `Option<&[u32]>` — `None` returns every page in document
  order; a slice restricts and preserves caller order.
- Python: new `extract_pages_markdown(path, pages=None)` and
  `extract_pages_markdown_bytes(data, pages=None)` functions plus
  `PageMarkdown` / `PagesExtractionResult` classes; stub file updated.
- Node: `extractPagesMarkdown(buffer, pages?)` — `pages` is now optional.
- Tests: 2 new Rust integration tests, 9 new Python tests, 2 new Node
  assertions. All 372 unit + 107 integration + 53 Python tests pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore: bump version from 1.3.0 to 1.4.0

Minor bump for the new per-page markdown extraction API exposed through
the Python and Node bindings.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 17:19:03 -07:00

3.6 KiB

Python API

Python bindings via PyO3. Requires Rust toolchain for building from source.

Install

pip install maturin
maturin develop --release

Usage

import pdf_inspector

# Full processing: detect + extract + convert to Markdown
result = pdf_inspector.process_pdf("document.pdf")
print(result.pdf_type)      # "text_based", "scanned", "image_based", "mixed"
print(result.confidence)     # 0.0 - 1.0
print(result.page_count)     # number of pages
print(result.markdown)       # Markdown string or None

# Process specific pages only
result = pdf_inspector.process_pdf("document.pdf", pages=[1, 3, 5])

# Process from bytes (no filesystem needed)
with open("document.pdf", "rb") as f:
    result = pdf_inspector.process_pdf_bytes(f.read())

# Fast detection only (no text extraction)
result = pdf_inspector.detect_pdf("document.pdf")
if result.pdf_type == "text_based":
    print("Can extract locally!")
else:
    print(f"Pages needing OCR: {result.pages_needing_ocr}")

# Plain text extraction
text = pdf_inspector.extract_text("document.pdf")

# Positioned text items with font info
items = pdf_inspector.extract_text_with_positions("document.pdf")
for item in items[:5]:
    print(f"'{item.text}' at ({item.x:.0f}, {item.y:.0f}) size={item.font_size}")

# Per-page markdown (one Markdown string per page, plus layout metadata)
result = pdf_inspector.extract_pages_markdown("document.pdf")
for page in result.pages:
    print(f"Page {page.page}: {len(page.markdown)} chars, needs_ocr={page.needs_ocr}")

# Restrict to specific 0-indexed pages (preserves caller order)
result = pdf_inspector.extract_pages_markdown("document.pdf", pages=[0, 2])

API reference

Function Description
process_pdf(path, pages=None) Full processing (detect + extract + markdown)
process_pdf_bytes(data, pages=None) Full processing from bytes
detect_pdf(path) Fast detection only (returns PdfResult)
detect_pdf_bytes(data) Fast detection from bytes
classify_pdf(path) Lightweight classification (returns PdfClassification)
classify_pdf_bytes(data) Lightweight classification from bytes
extract_text(path) Plain text extraction
extract_text_bytes(data) Plain text extraction from bytes
extract_text_with_positions(path, pages=None) Text with X/Y coords and font info
extract_text_with_positions_bytes(data, pages=None) Text with positions from bytes
extract_text_in_regions(path, page_regions) Extract text in bounding-box regions
extract_text_in_regions_bytes(data, page_regions) Region extraction from bytes
extract_pages_markdown(path, pages=None) Per-page Markdown + layout metadata (all pages by default)
extract_pages_markdown_bytes(data, pages=None) Per-page Markdown from bytes

Types

PdfResult fields: pdf_type, markdown, page_count, processing_time_ms, pages_needing_ocr, title, confidence, is_complex_layout, pages_with_tables, pages_with_columns, has_encoding_issues

PdfClassification fields: pdf_type, page_count, pages_needing_ocr (0-indexed), confidence

TextItem fields: text, x, y, width, height, font, font_size, page, is_bold, is_italic, item_type

RegionText fields: text, needs_ocr

PageRegionTexts fields: page (0-indexed), regions (list of RegionText)

PageMarkdown fields: page (0-indexed), markdown, needs_ocr

PagesExtractionResult fields: pages (list of PageMarkdown), pages_with_tables (1-indexed), pages_with_columns (1-indexed), pages_needing_ocr (1-indexed), is_complex