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AI Feature GuideAI4DB: Autonomous Database O&MAI Sub-functions of the DBMindAnomaly-analysis: Multi-Metric Correlation AnalysisUsage Guide
Usage Guide
Assume that the metric collection system is running properly and the configuration file directory confpath has been initialized. You can run the following command to implement this feature:
For a metric, analyze the correlation between other metrics and the data of the metric from timestamps1 to timestamps2 on a specific node.
gs_dbmind component anomaly_analysis --conf confpath --metric metric_name --start-time timestamps1 --end-time timestamps2 --host ip_address
For a metric, analyze the correlation between other metrics and the metric data from timestamps1 to timestamps2 on a specific node, and save the analysis result as a CSV file.
gs_dbmind component anomaly_analysis --conf confpath --metric metric_name --start-time timestamps1 --end-time timestamps2 --host ip_address --csv-dump-path csv_path
NOTE: When setting anomaly_analysis parameters, ensure that start-time is at least 30 seconds earlier than end-time.
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