Objective: Explore strategies for automating the generation and validation of data schemas to ensure consistent data quality across the platform.
Questions to Explore:
- How can we dynamically generate data schemas from profiling outputs using tools like Pandera?
- What methods can we implement to automate schema validation during the data ingestion process?
- What are the best practices for handling changes or updates to schemas over time?
Objective: Explore strategies for automating the generation and validation of data schemas to ensure consistent data quality across the platform.
Questions to Explore:
- How can we dynamically generate data schemas from profiling outputs using tools like Pandera?
- What methods can we implement to automate schema validation during the data ingestion process?
- What are the best practices for handling changes or updates to schemas over time?