Data Validation

Audience: Data engineers building validation pipelines.

Goal: Provide validation patterns for custom business rules.

Framework-specific skills:

• pydantic-validation - Record-level validation with Pydantic
• pandera-validation - DataFrame schema validation
• great-expectations - Pipeline expectations and monitoring

Scripts

Execute validation functions from scripts/validators.py: