Application logs and customer data | Unstructured application data or semi-structured application data generated by customer code. Customer data refers to the data that customers use. | Ray core, Ray Tune logs, session command jobs, job logs, driver and worker logs | Customer Data Plane |
System Logs | Unstructured or semi-structured system data generated by executing Ray or Anyscale components or processes | Autoscaler, GCS, other system logs | Anyscale Control Plane |
Observability metrics (Grafana or Ray dashboard metrics) | Structured data that contains selected KPI’s of the system | CPU or Disk utilization, Memory | Anyscale Control Plane |
Metadata | Structured data that describes other data in the system | Start time, stop time, Cloud name, Entry point, YAML file | Anyscale Control Plane |
Runtime environment metadata | List of dependencies that the application needs to run. Anyscale stores the definitions to understand what to install dynamically. | Filenames, packages, module names, working directory, environment variables | Anyscale Control Plane |
User actions | Actions performed by users against Anyscale | Login or logout, creating a organization or project, clusters, archiving a job or service, etc. | Anyscale Control Plane |