Introduction to Programming with Python
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Overview
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Learn to transform your data management by converting foreign parquet tables into managed Delta tables on Databricks through a comprehensive 11-minute tutorial. Discover the three essential steps to migrate from external parquet files to fully managed Delta format, starting with creating a foreign catalog connection to AWS Glue using Unity Catalog. Follow along as the instructors demonstrate setting up the Glue connection in Databricks, granting appropriate privileges, and viewing federated tables before proceeding with the actual conversion process. Master the techniques for converting foreign parquet tables to Delta format while maintaining data integrity and minimizing disruption during migration. Explore the benefits of managed Delta tables including optimized clustering, schema evolution capabilities, and enhanced performance features that come with full table management. Gain practical insights into modernizing your lakehouse architecture and scaling your data lake efficiently by transitioning from read-only external access to complete data management control, with step-by-step guidance perfect for data engineers and architects looking to upgrade their data infrastructure.
Syllabus
Introducing Michael Saltzman and Ryan Cicak
Creating a Foreign Catalog to Glue with Unity Catalog
Creating the Glue Connection in Databricks
Granting Privileges and Viewing Federated Tables
Converting Foreign Parquet Table to Delta Format
Converting to Managed Delta Table and Benefits
Taught by
Databricks