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Meta issue: needed example notebooks to demonstrate Delta Lake + other technologies #6

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MrPowers opened this issue Feb 16, 2023 · 0 comments

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@MrPowers
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We need example notebooks that show how to use Delta Lake with a variety of different technologies. The example notebooks should be easily reproducible (have a separate conda environment file that others can run to install the dependencies) and illustrate key features of Delta Lake that make it a good option. For example, a notebook demonstrating a workflow orchestrator should highlight the ACID transaction guarantees offered by Delta Lake.

A ML training notebook should show how Delta Lake allows for file skipping and faster model training.

Here are some key technologies that are top of mind to demonstrate, Delta Lake and...:

  • Ibis
  • Airflow
  • Fugue
  • DataFusion
  • Prefect
  • DuckDB
  • Clickhouse
  • Airbyte
  • Hive
  • AWS Glue
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