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Signed-off-by: Liam Brannigan <l.brannigan@analyticsengines.com>
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Liam Brannigan authored and ion-elgreco committed Nov 22, 2024
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# The deltalake package
`deltalake` is an open source library that makes working with tabular datasets easier, more robust and more performant. With deltalake you can add, remove or update rows in a dataset as new data arrives. You can time travel back to earlier versions of a dataset. You can optimize dataset storage from small files to large files.

`deltalake` is an open source library that makes working with tabular datasets easier, more robust and more performant. With deltalake you can add, remove or update rows in a dataset as new data arrives. You can time travel back to earlier versions of a dataset. You can optimize dataset storage from small files to large files. `deltalake` can be used to manage data stored on a local file system or in the cloud. `deltalake` integrates with data manipulation libraries such as Pandas, Polars, DuckDB and DataFusion.
`deltalake` can be used to manage data stored on a local file system or in the cloud. `deltalake` integrates with data manipulation libraries such as Pandas, Polars, DuckDB and DataFusion.

`deltalake` uses a lakehouse framework for managing datasets. With this lakehouse approach you manage your datasets with a `DeltaTable` object and then `deltalake` takes care of the underlying files. Within a `DeltaTable` your data is stored in high performance Parquet files while metadata is stored in a set of JSON files called a transaction log.

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