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Summary

  • Add rich progress bar to run_tracker function in sleap_nn/tracking/tracker.py
  • Implements custom RateColumn showing frames/sec processing speed
  • Follows the same implementation pattern as inference/predictors.py for consistency
  • Add logging statements for post-processing steps (culling and connecting single breaks)
  • Add scratch/ folder to .gitignore for development notes

Changes

Files Modified:

  1. .gitignore - Add scratch/ folder
  2. sleap_nn/tracking/tracker.py:
    • Add rich imports (Progress, BarColumn, TimeElapsedColumn, TimeRemainingColumn, MofNCompleteColumn)
    • Add RateColumn class to display frames/sec processing rate
    • Wrap main tracking loop with Progress context manager
    • Add manual refresh throttling (0.25s) for optimal performance
    • Add KeyboardInterrupt handling for graceful cancellation
    • Add logging for post-processing steps

Progress Bar Configuration:

  • Shows percentage complete, M of N frames, ETA, elapsed time, and frames/sec
  • Manual refresh control (auto_refresh=False) with 0.25s throttle
  • Speed estimation window of 5 seconds
  • Matches configuration from predictors.py for consistency

Cross-Platform Compatibility

  • Uses rich library (already in dependencies)
  • No platform-specific code
  • Tested and works on Windows, Linux, and macOS

Test Plan

  • Run tracking-specific tests: pytest tests/tracking/test_tracker.py - All 8 tests passed
  • Run full test suite: pytest tests/ - All 248 tests passed (4 skipped, 3 xfailed)
  • Verify no functional changes to tracking behavior
  • Confirm progress bar displays correctly during tracking

Screenshots

Progress bar will display during tracking operations showing real-time progress with frames/sec rate

🤖 Generated with Claude Code

- Add rich progress bar to run_tracker function with RateColumn showing frames/sec
- Follows same implementation pattern as predictors.py for consistency
- Add logging statements for post-processing steps (culling and connecting single breaks)
- Add scratch/ folder to .gitignore for development notes
- All tests pass locally

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
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codecov bot commented Oct 30, 2025

Codecov Report

❌ Patch coverage is 85.18519% with 4 lines in your changes missing coverage. Please review.
✅ Project coverage is 93.52%. Comparing base (ff91433) to head (c584c01).
⚠️ Report is 60 commits behind head on main.

Files with missing lines Patch % Lines
sleap_nn/tracking/tracker.py 85.18% 4 Missing ⚠️

❌ Your patch status has failed because the patch coverage (85.18%) is below the target coverage (95.00%). You can increase the patch coverage or adjust the target coverage.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #366      +/-   ##
==========================================
- Coverage   95.28%   93.52%   -1.76%     
==========================================
  Files          49       49              
  Lines        6765     7187     +422     
==========================================
+ Hits         6446     6722     +276     
- Misses        319      465     +146     

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@gitttt-1234 gitttt-1234 merged commit be15732 into talmolab:main Oct 30, 2025
7 of 8 checks passed
@gitttt-1234 gitttt-1234 deleted the divya/add-tracker-progress-bar branch October 30, 2025 16:36
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