GCP Vertex AI Model Garden Health SLI SLI

Icon GCP Vertex AI Model Garden Health SLI

Icon 1 6 Troubleshooting Commands

Icon 2 Contributed by stewartshea

Icon 2 Codecollection: rw-cli-codecollection

Calculates SLI for GCP Vertex AI Model Garden health using Google Cloud Monitoring Python SDK. Required IAM Roles: - roles/monitoring.viewer (for metrics access) - roles/logging.privateLogViewer (for quick log health check) Required Permissions: - monitoring.timeSeries.list - logging.privateLogEntries.list

Tasks:
  • Quick Vertex AI Log Health Check for `${GCP_PROJECT_ID}`
  • Calculate Error Rate Score for `${GCP_PROJECT_ID}`
  • Calculate Latency Performance Score for `${GCP_PROJECT_ID}`
  • Calculate Throughput Usage Score for `${GCP_PROJECT_ID}`
  • Check Service Availability Score for `${GCP_PROJECT_ID}`
  • Generate Final Vertex AI Model Garden Health Score for `${GCP_PROJECT_ID}`
IconSource Code