From f03cbbcbb7633bdf5066b3363bd9b165a9a7dc5a Mon Sep 17 00:00:00 2001
From: Desel72 <pedroluiscolmenares722@gmail.com>
Date: Wed, 18 Mar 2026 14:35:38 +0000
Subject: [PATCH 1/3] Docs:PyCapsule protocol implementation status

---
 docs/source/python/extending_types.rst | 53 ++++++++++++++++++++++++++
 1 file changed, 53 insertions(+)

diff --git a/docs/source/python/extending_types.rst b/docs/source/python/extending_types.rst
index fec04c182a67..03347ab6f03b 100644
--- a/docs/source/python/extending_types.rst
+++ b/docs/source/python/extending_types.rst
@@ -78,6 +78,59 @@ A :class:`DataType` can be created by consuming the schema-compatible object
 using :func:`pyarrow.field` and then accessing the ``.type`` of the resulting
 Field.
 
+The PyCapsule Interface has been adopted by a number of libraries in the Python
+ecosystem. The following table provides an overview of the current implementation
+status (see `the tracking issue <https://github.com/apache/arrow/issues/39195>`__
+for the latest updates):
+
+.. list-table:: PyCapsule Interface Implementation Status
+   :header-rows: 1
+
+   * - Library
+     - Status
+   * - `pandas <https://pandas.pydata.org/>`__
+     - Implemented
+   * - `Polars <https://pola.rs/>`__
+     - Implemented
+   * - `PyArrow <https://arrow.apache.org/docs/python/>`__
+     - Implemented
+   * - `nanoarrow <https://arrow.apache.org/nanoarrow/>`__
+     - Implemented
+   * - `DuckDB <https://duckdb.org/>`__
+     - Implemented
+   * - `PySpark <https://spark.apache.org/docs/latest/api/python/>`__
+     - Implemented
+   * - `DataFusion <https://datafusion.apache.org/python/>`__
+     - Implemented
+   * - `ibis <https://ibis-project.org/>`__
+     - Implemented
+   * - `GDAL/OGR <https://gdal.org/>`__
+     - Implemented
+   * - `GeoPandas <https://geopandas.org/>`__
+     - Implemented
+   * - `pyogrio <https://pyogrio.readthedocs.io/>`__
+     - Implemented
+   * - `narwhals <https://narwhals-dev.github.io/narwhals/>`__
+     - Implemented
+   * - `cuDF <https://docs.rapids.ai/api/cudf/stable/>`__
+     - Implemented
+   * - `arro3 <https://github.com/kylebarron/arro3>`__
+     - Implemented
+   * - `Pillow <https://python-pillow.org/>`__
+     - Implemented
+   * - `VegaFusion <https://vegafusion.io/>`__
+     - Implemented
+   * - `fastexcel <https://github.com/ToucanToco/fastexcel>`__
+     - Implemented
+   * - `pantab <https://github.com/innobi/pantab>`__
+     - Implemented
+   * - `h3ronpy <https://github.com/nmandery/h3ronpy>`__
+     - Implemented
+   * - `lonboard <https://github.com/developmentseed/lonboard>`__
+     - Implemented
+   * - `quak <https://github.com/manzt/quak>`__
+     - Implemented
+
 .. _arrow_array_protocol:
 
 Controlling conversion to ``pyarrow.Array`` with the ``__arrow_array__`` protocol

From b56702d040654acc52f58e788bab01b4e47cc519 Mon Sep 17 00:00:00 2001
From: Desel72 <pedroluiscolmenares722@gmail.com>
Date: Thu, 19 Mar 2026 11:22:11 +0000
Subject: [PATCH 2/3] reorder lists alphabetically

---
 docs/source/python/extending_types.rst | 38 +++++++++++++-------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/docs/source/python/extending_types.rst b/docs/source/python/extending_types.rst
index 03347ab6f03b..fce094e488d7 100644
--- a/docs/source/python/extending_types.rst
+++ b/docs/source/python/extending_types.rst
@@ -88,48 +88,48 @@ for the latest updates):
 
    * - Library
      - Status
-   * - `pandas <https://pandas.pydata.org/>`__
-     - Implemented
-   * - `Polars <https://pola.rs/>`__
+   * - `arro3 <https://github.com/kylebarron/arro3>`__
      - Implemented
-   * - `PyArrow <https://arrow.apache.org/docs/python/>`__
+   * - `cuDF <https://docs.rapids.ai/api/cudf/stable/>`__
      - Implemented
-   * - `nanoarrow <https://arrow.apache.org/nanoarrow/>`__
+   * - `DataFusion <https://datafusion.apache.org/python/>`__
      - Implemented
    * - `DuckDB <https://duckdb.org/>`__
      - Implemented
-   * - `PySpark <https://spark.apache.org/docs/latest/api/python/>`__
-     - Implemented
-   * - `DataFusion <https://datafusion.apache.org/python/>`__
-     - Implemented
-   * - `ibis <https://ibis-project.org/>`__
+   * - `fastexcel <https://github.com/ToucanToco/fastexcel>`__
      - Implemented
    * - `GDAL/OGR <https://gdal.org/>`__
      - Implemented
    * - `GeoPandas <https://geopandas.org/>`__
      - Implemented
-   * - `pyogrio <https://pyogrio.readthedocs.io/>`__
+   * - `h3ronpy <https://github.com/nmandery/h3ronpy>`__
+     - Implemented
+   * - `ibis <https://ibis-project.org/>`__
+     - Implemented
+   * - `lonboard <https://github.com/developmentseed/lonboard>`__
+     - Implemented
+   * - `nanoarrow <https://arrow.apache.org/nanoarrow/>`__
      - Implemented
    * - `narwhals <https://narwhals-dev.github.io/narwhals/>`__
      - Implemented
-   * - `cuDF <https://docs.rapids.ai/api/cudf/stable/>`__
+   * - `pandas <https://pandas.pydata.org/>`__
      - Implemented
-   * - `arro3 <https://github.com/kylebarron/arro3>`__
+   * - `pantab <https://github.com/innobi/pantab>`__
      - Implemented
    * - `Pillow <https://python-pillow.org/>`__
      - Implemented
-   * - `VegaFusion <https://vegafusion.io/>`__
-     - Implemented
-   * - `fastexcel <https://github.com/ToucanToco/fastexcel>`__
+   * - `Polars <https://pola.rs/>`__
      - Implemented
-   * - `pantab <https://github.com/innobi/pantab>`__
+   * - `PyArrow <https://arrow.apache.org/docs/python/>`__
      - Implemented
-   * - `h3ronpy <https://github.com/nmandery/h3ronpy>`__
+   * - `pyogrio <https://pyogrio.readthedocs.io/>`__
      - Implemented
-   * - `lonboard <https://github.com/developmentseed/lonboard>`__
+   * - `PySpark <https://spark.apache.org/docs/latest/api/python/>`__
      - Implemented
    * - `quak <https://github.com/manzt/quak>`__
      - Implemented
+   * - `VegaFusion <https://vegafusion.io/>`__
+     - Implemented
 
 .. _arrow_array_protocol:
 

From 4e0c15c66a2b770f83867db79a784fbb181b8651 Mon Sep 17 00:00:00 2001
From: Desel72 <pedroluiscolmenares722@gmail.com>
Date: Thu, 19 Mar 2026 14:53:09 +0000
Subject: [PATCH 3/3] Replace the links as pr links

---
 docs/source/python/extending_types.rst | 46 +++++++++++++++++---------
 1 file changed, 30 insertions(+), 16 deletions(-)

diff --git a/docs/source/python/extending_types.rst b/docs/source/python/extending_types.rst
index fce094e488d7..4ef6d5cf9933 100644
--- a/docs/source/python/extending_types.rst
+++ b/docs/source/python/extending_types.rst
@@ -88,48 +88,62 @@ for the latest updates):
 
    * - Library
      - Status
+   * - `altair <https://github.com/vega/altair/issues/3568>`__
+     - Not yet implemented
    * - `arro3 <https://github.com/kylebarron/arro3>`__
      - Implemented
-   * - `cuDF <https://docs.rapids.ai/api/cudf/stable/>`__
+   * - `cuDF <https://github.com/rapidsai/cudf/pull/18402>`__
      - Implemented
-   * - `DataFusion <https://datafusion.apache.org/python/>`__
+   * - `daft <https://github.com/Eventual-Inc/Daft/issues/2504>`__
+     - Not yet implemented
+   * - `DataFusion <https://github.com/apache/datafusion-python/pull/825>`__
      - Implemented
-   * - `DuckDB <https://duckdb.org/>`__
+   * - `DuckDB <https://github.com/duckdb/duckdb/pull/13386>`__
      - Implemented
-   * - `fastexcel <https://github.com/ToucanToco/fastexcel>`__
+   * - `fastexcel <https://github.com/ToucanToco/fastexcel/pull/361>`__
      - Implemented
-   * - `GDAL/OGR <https://gdal.org/>`__
+   * - `GDAL/OGR <https://github.com/OSGeo/gdal/pull/9133>`__
      - Implemented
-   * - `GeoPandas <https://geopandas.org/>`__
+   * - `GeoPandas <https://github.com/geopandas/geopandas/pull/3219>`__
      - Implemented
-   * - `h3ronpy <https://github.com/nmandery/h3ronpy>`__
+   * - `h3ronpy <https://github.com/nmandery/h3ronpy/pull/64>`__
      - Implemented
-   * - `ibis <https://ibis-project.org/>`__
+   * - `ibis <https://github.com/ibis-project/ibis/pull/9143>`__
      - Implemented
+   * - `iceberg-python <https://github.com/apache/iceberg-python/issues/1655>`__
+     - Not yet implemented
+   * - `lance <https://github.com/lancedb/lance/issues/2630>`__
+     - Not yet implemented
+   * - `LightGBM <https://github.com/microsoft/LightGBM/issues/6204#issuecomment-2256015538>`__
+     - Not yet implemented
    * - `lonboard <https://github.com/developmentseed/lonboard>`__
      - Implemented
    * - `nanoarrow <https://arrow.apache.org/nanoarrow/>`__
      - Implemented
-   * - `narwhals <https://narwhals-dev.github.io/narwhals/>`__
+   * - `narwhals <https://github.com/narwhals-dev/narwhals/pull/786>`__
      - Implemented
-   * - `pandas <https://pandas.pydata.org/>`__
+   * - `pandas <https://github.com/pandas-dev/pandas/pull/56587>`__
      - Implemented
    * - `pantab <https://github.com/innobi/pantab>`__
      - Implemented
-   * - `Pillow <https://python-pillow.org/>`__
+   * - `Pillow <https://github.com/python-pillow/Pillow/pull/8330>`__
      - Implemented
-   * - `Polars <https://pola.rs/>`__
+   * - `Polars <https://github.com/pola-rs/polars/pull/17676>`__
      - Implemented
-   * - `PyArrow <https://arrow.apache.org/docs/python/>`__
+   * - `PyArrow <https://github.com/apache/arrow/pull/37797>`__
      - Implemented
    * - `pyogrio <https://pyogrio.readthedocs.io/>`__
      - Implemented
-   * - `PySpark <https://spark.apache.org/docs/latest/api/python/>`__
+   * - `PySpark <https://github.com/apache/spark/pull/53391>`__
      - Implemented
-   * - `quak <https://github.com/manzt/quak>`__
+   * - `quak <https://github.com/manzt/quak/pull/23>`__
      - Implemented
-   * - `VegaFusion <https://vegafusion.io/>`__
+   * - `seaborn <https://github.com/mwaskom/seaborn/issues/3756>`__
+     - Not yet implemented
+   * - `VegaFusion <https://github.com/vega/vegafusion/pull/517>`__
      - Implemented
+   * - `vortex <https://github.com/vortex-data/vortex/pull/4161>`__
+     - Not yet implemented
 
 .. _arrow_array_protocol: