test: add unit tests for evaluation metrics module#250
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Summary
The evaluation metrics module (
auto_evaluation/src/metrics/) hadzero test coverage. This PR adds a comprehensive unit test suite
covering all metric factory functions.
Changes
evaluation/auto_evaluation/tests/test_metrics.pywith30 unit tests covering:
retrieval.py— contextual precision, recall, hallucinationmetrics + NotImplementedError cases for protobuf-incompatible
metrics
content.py— answer relevancy, bias, toxicity metricsgeval.py— correctness GEval metricevaluation/auto_evaluation/tests/conftest.pyto configurecorrect Python path for test discovery
Test Results
30 passed in 0.15s
Why this matters
These tests document expected behavior of metric factory functions,
catch regressions when upgrading deepeval, and explicitly document
two known broken metrics (ContextualRelevancy and Faithfulness)
due to protobuf incompatibility.
Relates to #248