advanced_event_analytics
Analyze Kubernetes events using ML to detect patterns, correlate logs and metrics, and generate runbook suggestions for troubleshooting.
Instructions
Advanced ML-powered event analytics with log/metrics integration and runbook suggestions.
Args:
namespace: Kubernetes namespace to analyze.
time_period: Time window (e.g., "4h", "1d", "12h").
include_ml_patterns: Enable ML pattern detection (default: True).
include_log_correlation: Correlate with log data (default: True).
include_metrics_correlation: Correlate with metrics (default: True).
include_runbook_suggestions: Generate runbook suggestions (default: True).
analysis_depth: "basic", "comprehensive" (default), or "deep".
Returns:
Dict: Advanced analytics with ML insights, correlations, and runbook suggestions.Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| namespace | Yes | ||
| time_period | No | ||
| include_ml_patterns | No | ||
| include_log_correlation | No | ||
| include_metrics_correlation | No | ||
| include_runbook_suggestions | No | ||
| analysis_depth | No | comprehensive |