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- Add --cdc_adaptive_k flag to enable adaptive k based on bucket size - Add --cdc_min_bucket_size to set minimum bucket threshold (default: 16) - Fixed mode (default): Skip buckets with < k_neighbors samples - Adaptive mode: Use k=min(k_neighbors, bucket_size-1) for buckets >= min_bucket_size - Update CDCPreprocessor to support adaptive k per bucket - Add metadata tracking for adaptive_k and min_bucket_size - Add comprehensive pytest tests for adaptive k behavior This allows CDC-FM to work effectively with multi-resolution bucketing where bucket sizes may vary widely. Users can choose between strict paper methodology (fixed k) or pragmatic approach (adaptive k).
Tests
Install
pip install pytest
Usage
pytest
Contribution
Pytest is configured to run tests in this directory. It might be a good idea to add tests closer in the code, as well as doctests.
Tests are functions starting with test_ and files with the pattern test_*.py.
def test_x():
assert 1 == 2, "Invalid test response"
Resources
pytest
- https://docs.pytest.org/en/stable/index.html
- https://docs.pytest.org/en/stable/how-to/assert.html
- https://docs.pytest.org/en/stable/how-to/doctest.html