Function print_report

python/agents/invoice-processing/eval/eval.py:1152–1176

Print evaluation report to console.

(stats: dict, results: list[dict])

def print_report(stats: dict, results: list[dict]) -> None:
    """Print evaluation report to console."""
    print()
    print("=" * 70)
    print("EVALUATION REPORT")
    print("=" * 70)

    if stats["evaluated"] == 0:
        print(f"\nNo cases evaluated. {stats['errors']} error(s).")
        return

    total = stats["evaluated"]

    print(
        f"\n  Cases:    {stats['evaluated']} evaluated, {stats['errors']} errors"
    )
    print(f"  Passed:   {stats['passed']}/{total} ({stats['pass_rate']:.1%})")
    print(f"  Failed:   {stats['failed']}/{total}")

    _print_decision_stats(stats)
    _print_group_and_field_accuracy(stats)
    _print_llm_and_case_details(stats, results)

    print()
    print("=" * 70)


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