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$ show deanmalmgren/textract

[account ↗] [repo ↗] APPLICATION ★ 4706 717 ● maintained (last update 1 month ago)
reviewed by: nvidia/nemotron-3-super-120b-a12b

Textract is a text extraction library and command-line tool that extracts text from over 30 file formats including PDF, DOC, DOCX, images, audio, email, and structured data formats. The architecture centers around a parser registry that routes files to format-specific parsers based on extension, with a unified Source abstraction handling file paths, bytes, and streams as input. Key entry points are the Python API (textract.process()) and CLI interface (textract.bin.textract). The system relies on external tools like Poppler, Tesseract, and LibreOffice for certain formats while using pure Python parsers for others. The codebase demonstrates strong engineering practices with a clean plugin architecture, comprehensive test suite, and modern tooling (uv, ruff, pytest).

RATING8.3/10
QUALITY8.2/10
MAINTENANCEmaintained
DRIFTlow
CONTRIBUTORS48
VELOCITY0.83
OPEN ISSUES57
CLOSED ISSUES217
LAST COMMIT1 month ago
Pillow (pip) >=12.2.0
SpeechRecognition (pip) >=3.8.1
argcomplete (pip) >=3.6.3
beautifulsoup4 (pip) >=4.8.0
lxml (pip) >=4.9.0
chardet (pip) >=5.2.0
docx2txt (pip) >=0.8
extract-msg (pip) >=0.40.0
pdfminer.six (pip) >=20221105
python-pptx (pip) >=0.6.18
openpyxl (pip) >=3.0.0
xlrd (pip) >=2.0.0
odfpy (pip) >=1.4.1
Files by Type (count)
Python
73
Text
50
reStructuredText
8
JSON
7
Other (no ext)
6
Other (.pdf)
5
YAML
4
HTML
4
Markdown
3
Makefile
3
CSV
3
Other (.odt)
3
Files by Type (size)
Other (.msg)
1MB
Other (.pdf)
803KB
HTML
480KB
Text
410KB
Lock File
377KB
Other (.docx)
167KB
Other (.xls)
155KB
Other (.wav)
149KB
Other (.jpg)
146KB
Other (.gif)
129KB
Python
124KB
Other (.ps)
108KB

The LLM identified 2 files worth highlighting for reuse:

Defines the Source class (unifying file, bytes, and stream input) and base parser classes (Parser, DecodedParser, BytesParser, ShellParser). This abstraction allows parsers to handle different input types uniformly without duplicating code, making it highly reusable in any project needing flexible input handling for parsing tasks.

file: textract/parsers/utils.py ↗ | tags: #abstraction #parser-interface #source-handling

Implements a parser registry and extension resolution mechanism (handling synonyms like .jpeg→.jpg) that dynamically loads parser modules based on file extension. This plugin architecture pattern is reusable for any system needing to route files to appropriate handlers based on metadata or extension.

file: textract/parsers/__init__.py ↗ | tags: #plugin-architecture #extension-routing #dynamic-import
Last analyzed: 2026-09-04 02:58:33.179294
Next check: 2026-10-04 02:58:33.158125
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