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DataLake tables management bundle for the Bricksflow Framework

Project description

Datalake bundle

alt text

This bundle provides everything you need to create and manage a Databricks-based DataLake(House):

  • Tools to simplify & automate table creation, updates and migrations.
  • Explicit table schema enforcing for Hive tables, CSVs, ...
  • Decorators to write well-maintainable and self-documented function-based notebooks
  • Rich configuration options to customize naming standards, paths, and basically anything to match your needs

Installation

Install the bundle via Poetry:

$ poetry add datalake-bundle

Usage

  1. Recommended notebooks structure
  2. Defining DataLake tables
  3. Using datalake-specific notebook functions
  4. Using table-specific configuration
  5. Tables management
  6. Parsing fields from table identifier

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