2026-06-02T17:10:44 | INFO | Loaded model: lightgbm
2026-06-02T17:10:44 | INFO | REQUEST | {"request_id": "ae30d5f9-9416-4e34-b272-d3a9013bb2ee", "timestamp": "2026-06-02T10:10:44.925780+00:00", "endpoint": "/predict/single", "client_ip": "127.0.0.1", "payload": {"url": "https://www.daya.id", "algorithm": "lightgbm", "threshold": 0.5}, "result": {"request_id": "ae30d5f9-9416-4e34-b272-d3a9013bb2ee", "url": "https://www.daya.id", "threshold": 0.5, "algorithm": "lightgbm", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.146445, "timings_ms": {"feature_extraction": 1.5043, "model_inference": 82.0501, "total": 1356.9961}, "memory_mb": {"before": 91.1211, "after": 156.457, "fluctuation": 65.3359}, "total_request_ms": 1361.2797}, "total_request_ms": 1361.2797}
2026-06-02T17:10:48 | INFO | Loaded model: decision_tree
2026-06-02T17:10:48 | INFO | Loaded model: logistic_regression
2026-06-02T17:10:48 | INFO | REQUEST | {"request_id": "3025d3d1-78a5-4fb8-8f69-5ad74e0f8813", "timestamp": "2026-06-02T10:10:48.845749+00:00", "endpoint": "/predict/all", "client_ip": "127.0.0.1", "payload": {"url": "https://www.daya.id", "threshold": 0.5}, "result": {"request_id": "3025d3d1-78a5-4fb8-8f69-5ad74e0f8813", "url": "https://www.daya.id", "threshold": 0.5, "aggregate_verdict": "LEGITIMATE", "results": [{"algorithm": "lightgbm", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.146445, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.3747, "model_inference": 36.3891, "total": 43.391}, "memory_mb": {"before": 156.4766, "after": 156.4883, "fluctuation": 0.0117}}, {"algorithm": "decision_tree", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.015819, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.2529, "model_inference": 3.7855, "total": 112.0306}, "memory_mb": {"before": 156.4883, "after": 162.3086, "fluctuation": 5.8203}}, {"algorithm": "logistic_regression", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.022943, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.1356, "model_inference": 2.9485, "total": 9.3222}, "memory_mb": {"before": 162.3086, "after": 162.457, "fluctuation": 0.1484}}], "errors": [], "total_request_ms": 262.5394}, "total_request_ms": 262.5394}