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lines changed Original file line number Diff line number Diff line change @@ -126,6 +126,9 @@ It uses SQLAlchemy and a custom SQL compiler to translate its pandas-like API to
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SQL statements, executed by the backends. It supports conventional DBMS, as well
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as big data systems such as Apache Impala or BigQuery.
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+ [ Polars] ( https://www.pola.rs/ ) is a DataFrame library written in Rust, with
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+ Python bindings available. Their API is intentionally different to the pandas one.
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#### History of this dataframe protocol
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While there is no dataframe protocol like the one described in this document in
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SQL statements, executed by the backends. It supports conventional DBMS, as well
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as big data systems such as Apache Impala or BigQuery.
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+ [ Polars] ( https://www.pola.rs/ ) is a DataFrame library written in Rust, with
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+ Python bindings available. Their API is intentionally different to the pandas one.
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Given the growing Python dataframe ecosystem, and its complexity, this document provides
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a standard Python dataframe API. Until recently, pandas has been a de-facto standard for
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Python dataframes. But currently there are a growing number of not only dataframe libraries,
@@ -179,6 +182,7 @@ The list of known Python dataframe libraries at the time of writing this documen
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- [ Mars] ( https://docs.pymars.org/en/latest/ )
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- [ Modin] ( https://github.com/modin-project/modin )
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- [ pandas] ( https://pandas.pydata.org/ )
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+ - [ polars] ( https://www.pola.rs/ )
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- [ PySpark] ( https://spark.apache.org/docs/latest/api/python/index.html )
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- [ StaticFrame] ( https://static-frame.readthedocs.io/en/latest/ )
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- [ Turi Create] ( https://github.com/apple/turicreate )
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