4 High level work flow for STSA

Before starting with stress testing:

1. Create sandbox.

   Set up a new workspace to isolate and manage configurations, data, and metadata specific to your analysis.

2. Migrate production metadata to sandbox.

   Migrate production metadata components including:

   • Data Models
   • Process Pipelines
   • Model Pipelines
3. Set Up Data Catalog (DC)
   • Register database services
   • Ingest schema metadata
   • Map metadata to physical sources
4. Ensure Master Data (MD) Availability

   Verify that relevant master data is ingested and published in the Data Catalog.

5. Create Business Glossary and Glossary Terms.

   Add relevant terms under the EST Global Glossary for logical-physical data mapping.

6. Establish Metadata Relationships in DC
   • Configure mappings and relationships
   • Handle configuration elements such as:
     • Glossary Term to Table/Column mapping
     • Metadata rule dependencies
7. Create STSA-Specific Metadata.
   Define and register metadata needed for STSA including variables, models, metrics, and portfolios.
8. Manage Dimensions
   Configure dimensions for both:

   • Portfolios
   • Results reporting
9. Onboard Metrics
   • Define new metrics or import existing ones
   • Validate and approve metric definitions
10. Map Metrics to Processes and Models
    Link metrics to corresponding processes and/or model pipelines to facilitate accurate computation.
11. Create Variables
    Define required variables including input, derived, and time series variables.
12. Set Up Additional Configurations
    Include any configuration elements necessary for workflow execution such as analysis configurations and scenario associations.
13. Create a Stress Testing Project.
    Combine portfolios, variables, metrics, models, and scenarios into a cohesive project and define execution logic.