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DOC: add pandas-gbq and related db-dtypes packages to ecosystem (#59491)
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* DOC: add pandas-gbq and related db-dtypes packages to ecosystem

As of pandas 2.2.0, pandas-gbq functionality is fully separated, so I think now would be a good time to introduce it as part of the "ecosystem".

db-dtypes was built for use from pandas-gbq but should be applicable more generally.

* fix pandas-gbq link
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tswast authored Aug 12, 2024
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Expand Up @@ -360,6 +360,13 @@ Deltalake python package lets you access tables stored in
JVM. It provides the ``delta_table.to_pyarrow_table().to_pandas()`` method to convert
any Delta table into Pandas dataframe.

### [pandas-gbq](https://github.com/googleapis/python-bigquery-pandas)

pandas-gbq provides high performance reads and writes to and from
[Google BigQuery](https://cloud.google.com/bigquery/). Previously (before version 2.2.0),
these methods were exposed as `pandas.read_gbq` and `DataFrame.to_gbq`.
Use `pandas_gbq.read_gbq` and `pandas_gbq.to_gbq`, instead.

## Out-of-core

### [Bodo](https://bodo.ai/)
Expand Down Expand Up @@ -513,6 +520,13 @@ Arrays](https://awkward-array.org/) inside pandas' Series and
DataFrame. It also provides an accessor for using awkward functions
on Series that are of awkward type.

### [db-dtypes](https://github.com/googleapis/python-db-dtypes-pandas)

db-dtypes provides an extension types for working with types like
DATE, TIME, and JSON from database systems. This package is used
by pandas-gbq to provide natural dtypes for BigQuery data types without
a natural numpy type.

### [Pandas-Genomics](https://pandas-genomics.readthedocs.io/en/latest/)

Pandas-Genomics provides an extension type and extension array for working
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