Rename Path Efficiency to Task Navigation Efficiency Evaluator and Return Only One Metric #43248
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Pull Request Overview
This PR renames the Path Efficiency Evaluator to Task Navigation Efficiency Evaluator and changes its API to return only one metric based on a configurable matching mode instead of multiple threshold-based metrics.
Key changes include:
- Replaced threshold-based scoring with a single matching mode parameter
- Changed return format to include a single binary result with additional properties
- Updated all related documentation, samples, and tests
Reviewed Changes
Copilot reviewed 9 out of 9 changed files in this pull request and generated 3 comments.
Show a summary per file
| File | Description |
|---|---|
| test_task_navigation_efficiency_evaluators.py | New test file implementing comprehensive tests for the renamed evaluator with matching modes |
| test_path_efficiency_evaluators.py | Removed old test file for the deprecated PathEfficiencyEvaluator |
| evaluation_samples_evaluate_fdp.py | Updated sample code to use new TaskNavigationEfficiencyEvaluator API |
| evaluation_samples_evaluate.py | Updated sample code to use new TaskNavigationEfficiencyEvaluator API |
| task_navigation_efficiency.ipynb | Updated notebook documentation with new evaluator name and API |
| _exceptions.py | Added new error target for TaskNavigationEfficiencyEvaluator |
| task_navigation_efficiency.py | Main implementation file with new API design and matching modes |
| task_navigation_efficiency/init.py | New module exports for the renamed evaluator |
| _path_efficiency/init.py | Removed old module exports |
...ion/azure/ai/evaluation/_evaluators/task_navigation_efficiency/task_navigation_efficiency.py
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luigiw
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Oct 6, 2025
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Description
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