Increase red team unit test coverage#45876
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- Extract token usage (prompt_tokens, completion_tokens, total_tokens) from RAI service eval_result via sample.usage or result properties.metrics - Add token_usage to score_metadata dict in RAIServiceScorer - Save scores to PyRIT CentralMemory after creation (fail-safe) - Propagate scorer token_usage through ResultProcessor to output item properties.metrics for downstream aggregation - Add 5 unit tests covering token extraction, memory save, and error handling Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Match against canonical and legacy metric name aliases when extracting token usage from result-level properties.metrics, consistent with how score extraction already handles aliases via _SYNC_TO_LEGACY_METRIC_NAMES and _LEGACY_TO_SYNC_METRIC_NAMES. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Add 15 new test files and expand 2 existing test files for the red_team module in azure-ai-evaluation. This brings test coverage from ~65% to target 90% by covering all 13 previously untested source files and expanding coverage for large partially-tested files. New test files (953 new test methods): - test_objective_utils.py (20 tests) - test_metric_mapping.py (13 tests) - test_logging_utils.py (21 tests) - test_default_converter.py (12 tests) - test_file_utils.py (68 tests) - test_exception_utils.py (109 tests) - test_agent_utils.py (19 tests) - test_retry_utils.py (50 tests) - test_progress_utils.py (58 tests) - test_semantic_kernel_plugin.py (52 tests) - test_agent_functions.py (30 tests) - test_agent_tools.py (73 tests) - test_evaluation_processor.py (53 tests) - test_mlflow_integration.py (43 tests) - test_orchestrator_manager.py (61 tests) Expanded test files (+191 tests): - test_red_team.py: 47 -> 126 tests - test_result_processor.py: 29 -> 155 tests Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Please add an informative description that covers that changes made by the pull request and link all relevant issues.
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