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# `UniverSQL` Snowflake + DuckDB, multi-engine SQL proxy
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UniverSQL is a Snowflake proxy that allows you to run SQL queries **locally** on Snowflake Iceberg tables and Polaris catalog, using DuckDB. You can join Snowflake data with your local datasets, **without any need for a running warehouse**.
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Your `SELECT` queries are transpiled to DuckDB and run locally on your computer, with a fallback option to execute them directly on your Snowflake account.
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Any SQL client that supports Snowflake, also supports UniverSQL.
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UniverSQL is a Snowflake proxy that allows you to run SQL queries **locally** on Snowflake Iceberg tables and Polaris catalog, using DuckDB.
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You can join Snowflake data with your local datasets, **without any need for a running warehouse**.
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Any SQL client that supports Snowflake, also supports UniverSQL.
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UniverSQL relies on Snowflake and Polaris for access control and data catalog features and
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> [!WARNING]
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> UniverSQL is in early development stage and actively being developed. If you run into any problem running UniverSQL, please [create an issue on Github](https://github.com/buremba/universql/issues/new).
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The same data is never downloaded more than once.
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Iceberg supports predicate pushdown, which helps with partitioned tables to reduce the amount of data downloaded for partitioned tables.
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### Governance
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UniverSQL relies on Snowflake for access control and
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# Getting Started
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Install UniverSQL from PyPI as follows:

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