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| INFO:telecom_anomaly.core.detector:Initialized TelecomAnomalyDetector with 5 detectors | |
| INFO:telecom_anomaly.io.reader:Reading data from C:\Users\winsweb\AppData\Local\Temp\tmpdwrf9kgk.csv | |
| INFO:telecom_anomaly.io.reader:Read 551 valid records from 551 total rows | |
| INFO:telecom_anomaly.core.detector:Loaded 551 valid records | |
| INFO:telecom_anomaly.core.detector:Starting anomaly detection | |
| INFO:telecom_anomaly.core.detector:DurationDetector: 21 anomalies | |
| INFO:telecom_anomaly.core.detector:FrequencyDetector: 0 anomalies | |
| INFO:telecom_anomaly.core.detector:SMSDetector: 0 anomalies | |
| INFO:telecom_anomaly.core.detector:LocationDetector: 0 anomalies | |
| INFO:telecom_anomaly.core.detector:TimePatternDetector: 9 anomalies | |
| INFO:telecom_anomaly.core.detector:Detection completed in 0.10s | |
| INFO:telecom_anomaly.core.detector:Rows with anomalies: 30/551 | |
| INFO:telecom_anomaly.io.exporter:Generating trackable data: C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\data\output\telecom_data_with_anomalies_20260324_161213.csv | |
| INFO:telecom_anomaly.io.exporter:Exported 551 rows, 30 with anomalies | |
| INFO:telecom_anomaly.io.exporter:Results exported to C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\data\output\telecom_anomaly_results_20260324_161213.json | |
| INFO:telecom_anomaly.io.exporter:Results exported to C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\data\output\telecom_anomaly_results_20260324_161213.csv | |
| INFO:telecom_anomaly.io.exporter:Report generated: C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\data\output\telecom_anomaly_report_20260324_161213.txt | |
| INFO:telecom_anomaly.io.exporter:Suspicious subscribers exported to C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\data\output\suspicious_subscribers_20260324_161213.csv | |
| ERROR:telecom_anomaly.api:Analysis failed: name 'Path' is not defined | |
| Traceback (most recent call last): | |
| File "C:\my_project\work\GH_Police\Backend\telecom_anomaly_detection\telecom_anomaly\api.py", line 72, in analyze_cdr | |
| "saved_files": [Path(p).name for p in outputs.values()] if save_results else [] | |
| ^^^^ | |
| NameError: name 'Path' is not defined |