microsoft / microsoft/markitdown

Support for Parallel Processing of files

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enhancement open for contribution
Dominant language
Python
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Forks
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Avg merge
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Merged PRs (30d)
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Description

Description

Currently, PDF generation with markitdown processes pages sequentially, leading to longer rendering times. By adding the ability to process PDF pages in parallel, we can significantly improve performance and reduce overall generation time. Please consider implementing parallel page processing support.

Current PDF Conversion Performance

File Size Pages Time (seconds)
Test_parsing_50MB.pdf 50MB 1113 34.64
Test_parsing_20MB.pdf 20MB 598 9.23
Test_parsing_20MB.pdf 2MB 23 0.27

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating MarkItDown’s PDF conversion entry point and the code that processes pages sequentially. Use the listed PDF sizes and page counts as a baseline, then determine how parallel page processing should preserve complete, correct Markdown output while improving rendering time.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
performance
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
45/100

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