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Snowflake Lakehouse

A generalized set of utilities for developing a data warehouse in Snowflake using AWS S3 as a primary staging environment. The AWS folder contains boiler plate code I developed to be reusable data ingestion functions. The SQL_queries contain queries I wrote as part of an ETL pipeline ingesting Refinitiv data. These queries are just examples; that need to be replaced with your own use case specific queries. This was designed as a migration pipeline from several source servers to s3 then to Snowflake staging are and then to specific schemas. The source server extraction code is not included here.

The stack

  • Python 3.10
  • AWS
  • Snowflake

TODO:

  • Convert utilities into a class
  • Diagram data flow