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analytics-pipeline-rubric

Files to support testing different analytics pipelines providers. Each provider will have a folder with these tests:

Test 1

A simple pipeline that just prints the date in a broad DAG.

Test 2

A fairly typical pipeline that:

  • Generates a small dataset of 3 csv files based on a pandas dataframe locally
  • Pushes the files to an S3 bucket
  • Creates or replaces a Snowflake stage for the S3 files
  • Creates or replaces a Snowflake table
  • Loads the data files in parallel from S3 to Snowflake
  • Runs a set of transforms in parallel in Snowflake, creating new tables

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