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Batch Classification Runner

High-performance batch processing for classifying large document sets. Features:

  • Resumable processing with checkpoint files
  • Parallel document processing
  • Detailed progress reporting
  • Multiple output formats
  • Statistics and analytics

Usage: # Classify all docs in repository python batch_classify.py

# Resume from checkpoint
python batch_classify.py --resume

# Process specific directory with workers
python batch_classify.py --path docs/ --workers 4

# Generate detailed report
python batch_classify.py --report

File: batch_classify.py

Classes​

BatchState​

State for resumable batch processing.

BatchStats​

Statistics from batch classification.

BatchRunner​

High-performance batch classification runner.

Functions​

create_parser()​

Create argument parser.

main()​

Main entry point.

to_dict()​

No description

from_dict(cls, data)​

No description

run()​

Execute batch classification.

Usage​

python batch_classify.py