topic Re: Migrate transformations from snowflake to databricks in Data Engineering

Migrate transformations from snowflake to databricks

ayush_273 — Wed, 23 Oct 2024 06:23:50 GMT

I want to migrate my data as well as the transformations i have to convert my raw data into BI data. Is there a way i can move those transformation to databricks? Some of the transformations use native snowflake functions.

Thanks in advance.

Re: Migrate transformations from snowflake to databricks

SathyaSDE — Sat, 26 Oct 2024 14:46:46 GMT

Hi,

There are various migration steps documented / even discussed in this year Databricks tech summit, pls see

https://www.databricks.com/dataaisummit/session/successfully-migrating-snowflake-data-warehouse-databricks-data

https://www.databricks.com/solutions/migration

Also, you can leverage Databricks AI assistant to some extent to convert the transformations easily where ever possible.

Re: Migrate transformations from snowflake to databricks

Sanjeeb2024 — Sun, 27 Oct 2024 16:50:04 GMT

Before doing the migration, ensure to have an impact analysis on the functionality of snowflake ( in particular any functions developed for the requirement) with Databricks. Ideally you have to plan for data and process migration with priority on use case. The video link shared by Sathya is really good and can be a starting point.

Re: Migrate transformations from snowflake to databricks

thelogicplus — Fri, 29 Nov 2024 17:33:51 GMT

@ayush_273 use Travinto Technologies tool that may help you. if you want to migrate etl, database and sql to databrick or any , their tool is very good.

Re: Migrate transformations from snowflake to databricks

infinitylearnin — Sat, 30 Nov 2024 03:29:56 GMT

When you migrate data and transformations, we map the data to delta lake and transformations into spark sql notebooks.

Re: Migrate transformations from snowflake to databricks

thelogicplus — Fri, 22 Aug 2025 13:30:12 GMT

I am working for Accenture and I have completed 30+ migration of Snowflake to Databricks migration using Travinto Technologies tool.

Re: Migrate transformations from snowflake to databricks

WiliamRosa — Sat, 23 Aug 2025 00:30:04 GMT

Hi @thelogicplus,
I’ve also used Travinto Technologies’ tool for this kind of migration.