{ "PyPI API Drift (all confidence)": { "pairs": 30, "recall_all": { "n": 99, "detected": 16, "recall": 0.1616, "ci": [ 10.2, 24.7 ] }, "recall_without_trio": { "n": 27, "detected": 16, "recall": 0.5926, "ci": [ 40.7, 75.5 ] }, "recall_within_api_drift_definition": { "n": 16, "detected": 14, "recall": 0.875, "ci": [ 64.0, 96.5 ] }, "exact_change_recall_all": 0.1616, "breaking_claims": 55, "public_claims": 55, "public_claims_in_ground_truth": 17, "agreement": 0.3091 }, "PyPI API Drift (high confidence)": { "pairs": 30, "recall_all": { "n": 99, "detected": 16, "recall": 0.1616, "ci": [ 10.2, 24.7 ] }, "recall_without_trio": { "n": 27, "detected": 16, "recall": 0.5926, "ci": [ 40.7, 75.5 ] }, "recall_within_api_drift_definition": { "n": 16, "detected": 14, "recall": 0.875, "ci": [ 64.0, 96.5 ] }, "exact_change_recall_all": 0.1616, "breaking_claims": 51, "public_claims": 51, "public_claims_in_ground_truth": 17, "agreement": 0.3333 }, "griffe (breaking)": { "pairs": 30, "recall_all": { "n": 99, "detected": 12, "recall": 0.1212, "ci": [ 7.1, 20.0 ] }, "recall_without_trio": { "n": 27, "detected": 12, "recall": 0.4444, "ci": [ 27.6, 62.7 ] }, "recall_within_api_drift_definition": { "n": 16, "detected": 12, "recall": 0.75, "ci": [ 50.5, 89.8 ] }, "exact_change_recall_all": 0.1111, "breaking_claims": 96, "public_claims": 80, "public_claims_in_ground_truth": 13, "agreement": 0.1625, "time": { "median_seconds_per_pair": 1.3, "total_seconds": 137.0 } }, "AexPy (breaking)": { "pairs": 29, "recall_all": { "n": 99, "detected": 90, "recall": 0.9091, "ci": [ 83.6, 95.1 ] }, "recall_without_trio": { "n": 27, "detected": 20, "recall": 0.7407, "ci": [ 55.3, 86.8 ] }, "recall_within_api_drift_definition": { "n": 16, "detected": 13, "recall": 0.8125, "ci": [ 57.0, 93.4 ] }, "exact_change_recall_all": 0.899, "breaking_claims": 178, "public_claims": 121, "public_claims_in_ground_truth": 102, "agreement": 0.843, "time": { "median_seconds_per_pair": 62.7, "total_seconds": 2702.2 } }, "AexPy (breaking + potential)": { "pairs": 29, "recall_all": { "n": 99, "detected": 92, "recall": 0.9293, "ci": [ 86.1, 96.5 ] }, "recall_without_trio": { "n": 27, "detected": 22, "recall": 0.8148, "ci": [ 63.3, 91.8 ] }, "recall_within_api_drift_definition": { "n": 16, "detected": 13, "recall": 0.8125, "ci": [ 57.0, 93.4 ] }, "exact_change_recall_all": 0.9192, "breaking_claims": 473, "public_claims": 209, "public_claims_in_ground_truth": 122, "agreement": 0.5837, "time": { "median_seconds_per_pair": 62.7, "total_seconds": 2702.2 } } }