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Implement Batched Classification and Progress Logging#116

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Gambitnl merged 1 commit intomainfrom
jules-classifier-batching-and-logging
Nov 23, 2025
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Implement Batched Classification and Progress Logging#116
Gambitnl merged 1 commit intomainfrom
jules-classifier-batching-and-logging

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@google-labs-jules google-labs-jules Bot commented Nov 23, 2025

Implemented batched classification and progress logging for the IC/OOC classification stage (Stage 6) to address performance bottlenecks and user feedback gaps.

Key Changes:

  1. Batched Classification (BUG-20251107-03):

    • Implemented classify_segments_batched in OllamaClassifier to process segments in chunks (default 10).
    • Created new JSON-array oriented prompts (classifier_batch_prompt_en.txt, _nl.txt).
    • Added robust error handling: if a batch fails (e.g., malformed JSON), it falls back to sequential classification for those segments to ensure data integrity.
    • Configurable via CLASSIFICATION_USE_BATCHING and CLASSIFICATION_BATCH_SIZE.

  2. Progress Logging (BUG-20251107-02):

    • Added periodic progress logging (every 20 segments) to StatusTracker and application logs.
    • Includes completion percentage and ETA estimation.

  3. Testing:

    • Verified with unit tests covering batched logic, fallback scenarios, and sequential logging.
    • Updated tests/test_classifier.py and removed temporary tests/test_classifier_v2.py.

  4. Fixes:

    • Fixed missing imports (re, time) in src/classifier.py.
    • Updated ClassificationResult.to_dict to include missing fields.

PR created automatically by Jules for task 12799264901023550111 started by @Gambitnl

@google-labs-jules
Implement Batched Classification and Progress Logging for Stage 6
fc881f8 
- Add progress logging to `OllamaClassifier` (both sequential and batched).
- Implement batched classification with JSON-array output prompts.
- Add configuration for batching (`CLASSIFICATION_USE_BATCHING`, `CLASSIFICATION_BATCH_SIZE`).
- Update `StatusTracker` to show granular progress.
- Fix imports and ensure robust fallback to sequential classification on batch failure.
- Update tests to cover new functionality.
- Address BUG-20251107-02 and BUG-20251107-03.
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google-labs-jules Bot commented Nov 23, 2025

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@Gambitnl Gambitnl marked this pull request as ready for review November 23, 2025 14:31
@Gambitnl Gambitnl merged commit 120d891 into main Nov 23, 2025
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