GCP Vertex AI Model Garden Health TaskSet

8 Troubleshooting Commands

Contributed by stewartshea

Troubleshooting and remediation tasks for GCP Vertex AI Model Garden using Google Cloud Monitoring Python SDK.

Tasks:

Discover All Deployed Vertex AI Models in `GCP_PROJECT_ID`
Analyze Vertex AI Model Garden Error Patterns and Response Codes in `GCP_PROJECT_ID`
Investigate Vertex AI Model Latency Performance Issues in `GCP_PROJECT_ID`
Monitor Vertex AI Throughput and Token Consumption Patterns in `GCP_PROJECT_ID`
Check Vertex AI Model Garden API Logs for Issues in `GCP_PROJECT_ID`
Check Vertex AI Model Garden Service Health and Quotas in `GCP_PROJECT_ID`
Generate Vertex AI Model Garden Health Summary and Next Steps for `GCP_PROJECT_ID`
Generate Normalized Health Report Table for `GCP_PROJECT_ID`