feat: expose score_breakdown in StepEfficiencyMetric#2705
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nuthalapativarun wants to merge 1 commit into
Open
feat: expose score_breakdown in StepEfficiencyMetric#2705nuthalapativarun wants to merge 1 commit into
nuthalapativarun wants to merge 1 commit into
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Summary
Populates
metric.score_breakdowninStepEfficiencyMetricafter each evaluation. The breakdown maps each agent step to its necessity verdict and reason, giving users per-step visibility into which actions were efficient and which were redundant.Changes
deepeval/metrics/step_efficiency/schema.py— addedStepAnalysismodel and an optionalsteps: List[StepAnalysis]field toEfficiencyVerdictdeepeval/metrics/step_efficiency/template.py— extended the prompt to request per-step analysis alongside the overall scoredeepeval/metrics/step_efficiency/step_efficiency.py— populateself.score_breakdownfromefficiency_verdict.stepsin both sync and async pathstests/test_metrics/test_step_efficiency_metric.py— addedTestStepEfficiencyScoreBreakdownwith two no-API-key unit tests verifying correctscore_breakdownpopulationTest plan
python -m pytest tests/test_metrics/test_step_efficiency_metric.py::TestStepEfficiencyScoreBreakdown -v— passes (no API key required)python -m black --check deepeval/metrics/step_efficiency/— passespython -m ruff check deepeval/metrics/step_efficiency/— passesExample
Fixes / Closes
Closes #2313