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Refactor: Rename CodeEvaluator to SystemEvaluator #110

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Refactor: Rename CodeEvaluator to SystemEvaluator
gigistark-google May 3, 2026
3468e9c
Stage identical baseline copies and test renames for lineage tracking
gigistark-google May 3, 2026
d80d5f8
Unify One-Sided & Side-by-Side Performance Metrics in the Performance…
gigistark-google May 3, 2026
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15 changes: 7 additions & 8 deletions README.md
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Expand Up @@ -25,10 +25,9 @@ regressions — all through BigQuery SQL or Python.
- Observability dashboards (SQL and BigFrames)

**Evaluation**
- Code-based metrics (latency, turn count, error rate, token efficiency, cost)
- LLM-as-Judge scoring (correctness, hallucination, sentiment)
- Trajectory matching (exact, in-order, any-order)
- Multi-trial evaluation with pass@k / pass^k
- System metrics (latency, turn count, tool call error rate, token efficiency, time to first token, cost)
- Performance Metrics (correctness, hallucination, sentiment, efficiency, etc)
- Multi-trial system and performance metircs
- Grader composition (weighted, binary, majority strategies)
- Eval suite lifecycle management with graduation and saturation detection
- Static quality validation (ambiguous tasks, class imbalance, suspicious thresholds)
Expand Down Expand Up @@ -123,10 +122,10 @@ src/bigquery_agent_analytics/
│ └── formatter.py # Output formatting (json/text/table)
│
├── Evaluation
│ ├── evaluators.py # CodeEvaluator + LLMAsJudge
│ ├── trace_evaluator.py # Trajectory matching & replay
│ ├── multi_trial.py # Multi-trial runner + pass@k
│ ├── grader_pipeline.py # Grader composition pipeline
│ ├── system_evaluator.py # SystemEvaluator
│ ├── performance_evaluator.py # PerformanceEvaluator
│ ├── multi_trial_performance_evaluator.py # MultiTrialPerformanceEvaluator
│ └── aggregate_grader.py # AggregateGrader
│ ├── eval_suite.py # Eval suite lifecycle management
│ └── eval_validator.py # Static validation checks
│
Expand Down
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