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You should check out https://ponder.io .

It is created by the folks who made Mondin (a scale out version of Pandas with API compatibility as a goal). Can use dask or ray as a backend.

Ponder is the enterprise version that runs on Snowflake and BigQuery. Again, same goal, API compatibility with Pandas. You can scale out your Pandas workflow by changing the import and leaving the Pandas code.

(Full disclosure I'm an advisor.)




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