Function print_validation_summary

agentops/validation.py:362–396

Print a user-friendly summary of validation results. Args: result: Validation result dictionary from validate_trace_spans

(result: Dict[str, Any])

def print_validation_summary(result: Dict[str, Any]) -> None:
    """
    Print a user-friendly summary of validation results.

    Args:
        result: Validation result dictionary from validate_trace_spans
    """
    print("\n" + "=" * 50)
    print("🔍 AgentOps Span Validation Results")
    print("=" * 50)

    if result.get("validation_skipped"):
        print(f"⚠️  Validation skipped: {result.get('reason', 'Unknown reason')}")
        return

    print(f"✅ Found {result['span_count']} span(s) in trace")

    if result.get("has_llm_spans"):
        if result.get("llm_span_names"):
            print(f"✅ Found LLM spans: {', '.join(result['llm_span_names'])}")
        else:
            # LLM activity confirmed via metrics
            print("✅ LLM activity confirmed via token usage metrics")
    elif "has_llm_spans" in result:
        print("⚠️  No LLM activity detected")

    if result.get("metrics"):
        metrics = result["metrics"]
        print("\n📊 Trace Metrics:")
        print(f"   - Total tokens: {metrics.get('total_tokens', 0)}")
        print(f"   - Prompt tokens: {metrics.get('prompt_tokens', 0)}")
        print(f"   - Completion tokens: {metrics.get('completion_tokens', 0)}")
        print(f"   - Total cost: ${metrics.get('total_cost', '0.0000')}")

    print("\n✅ Validation successful!")