"""Print a one-row-per-metrics-file summary table. Lives as a standalone script (rather than inline `python -c "..."` in run_all.sh) because bash `eval` mangles f-strings that contain double-quoted literals like `f'{"Model":<25}'`. """ import argparse import glob import json import os def main(): parser = argparse.ArgumentParser() parser.add_argument("--metrics", required=True, help="Directory with *_metrics.json files") args = parser.parse_args() files = sorted(glob.glob(os.path.join(args.metrics, "*_metrics.json"))) if not files: print("No metrics files found.") return print() print("=" * 100) header = f'{"Model":<25} {"Quant":<15} {"Acc":<8} {"ΔAcc":<8} {"FFS":<8} {"ECR":<8} {"Tokens":<10} {"Error Types"}' print(header) print("-" * 100) for f in files: with open(f) as fp: m = json.load(fp) model = m.get("model", "?")[:24] quant = m.get("quantization", "?")[:14] acc = f"{m.get('accuracy', 0):.1%}" delta = f"{m.get('accuracy_delta', 0):+.1%}" ffs = f"{m.get('avg_ffs', 0):.1f}" ecr = f"{m.get('ecr', 0):.1%}" tokens = f"{m.get('avg_token_count', 0):.0f}" dist = m.get("error_type_dist", {}) err_str = ", ".join(f"{k[:4]}:{v:.0%}" for k, v in dist.items()) print(f"{model:<25} {quant:<15} {acc:<8} {delta:<8} {ffs:<8} {ecr:<8} {tokens:<10} {err_str}") print("=" * 100) if __name__ == "__main__": main()