import json import time from dedupe import stable_unique values = [index % 5000 for index in range(20_000)] started = time.perf_counter() result = stable_unique(values, lambda value: value) elapsed = time.perf_counter() - started if result != list(range(5000)): raise SystemExit("stable_unique produced an incorrect result") if elapsed > 1.0: raise SystemExit(f"benchmark exceeded one second: {elapsed:.3f}") quality = max(0.0, 1.0 - elapsed) print( json.dumps( { "metrics": { "benchmark_quality": quality, "correctness_rate": 1.0, "maintainability_score": 1.0, } }, sort_keys=True, ) )