Add materialize read reliability#1094
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dhruvkaliraman7
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Jan 3, 2025
HenryL27
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Jan 8, 2025
eric-anderson
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Feb 4, 2025
HenryL27
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Feb 4, 2025
eric-anderson
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Feb 5, 2025
* Initial dev * Remove debugging code * Remove old code which passed reliability object to context * Add exception handling after all files processed on ray, lint fix * Add unit tests * Switch to using Path Partition Filter * Add logging, fix assertions in tests * lint * refactor tests * mypy fix, make tests efficient, uniform naming convention * Remove print * Change func call from merge * Better docs and logging * Yet better docs * nits * lint smh * Address comments
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1. MaterializeReadReliability: A new class that enables reliable batch processing of materialized files by:
Tracking already processed files
Limiting batch sizes
Supporting incremental processing through batch resets
Maintaining state between batch executions
2. Added utility functions:
name_from_docid: Custom naming function using path-based SHA256 hashes
docid_from_path: Generates document IDs(SHA 256) from path
doc_only_to_binary: Serialization helper