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The following commit(s) were added to refs/heads/asf-staging by this push:
new a8b03394 Publish built docs triggered by
876646d67771261cfd9a57c721bece0d95b9740c
a8b03394 is described below
commit a8b03394b0bcc7cf66826de76c3fc20bdef46062
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Fri Mar 27 13:28:10 2026 +0000
Publish built docs triggered by 876646d67771261cfd9a57c721bece0d95b9740c
---
_sources/user-guide/upgrade-guides.rst.txt | 6 ++--
searchindex.js | 2 +-
user-guide/common-operations/aggregations.html | 40 +++++++++++-----------
user-guide/common-operations/basic-info.html | 46 +++++++++++++-------------
user-guide/common-operations/functions.html | 20 +++++------
user-guide/upgrade-guides.html | 6 ++--
6 files changed, 62 insertions(+), 58 deletions(-)
diff --git a/_sources/user-guide/upgrade-guides.rst.txt
b/_sources/user-guide/upgrade-guides.rst.txt
index e3d7c2d8..2ac7f770 100644
--- a/_sources/user-guide/upgrade-guides.rst.txt
+++ b/_sources/user-guide/upgrade-guides.rst.txt
@@ -52,8 +52,10 @@ parameter, which is a Python object that can be used to
extract the
``FFI_LogicalExtensionCodec`` that is necessary.
A complete example can be found in the `FFI example
<https://github.com/apache/datafusion-python/tree/main/examples/datafusion-ffi-example>`_.
-Your methods need to be updated to take an additional parameter like in this
-example.
+Your FFI hook methods — ``__datafusion_catalog_provider__``,
+``__datafusion_schema_provider__``, ``__datafusion_table_provider__``, and
+``__datafusion_table_function__`` — need to be updated to accept an additional
+``session: Bound<PyAny>`` parameter, as shown in this example.
.. code-block:: rust
diff --git a/searchindex.js b/searchindex.js
index c2eca689..7fab77be 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[19, null]], "Additional
Resources": [[37, "additional-resources"]], "Aggregate Functions": [[24,
"aggregate-functions"], [31, "aggregate-functions"], [33,
"aggregate-functions"]], "Aggregation": [[24, null]], "Alternative Approach":
[[20, "alternative-approach"]], "Apache Iceberg": [[35, "apache-iceberg"]],
"Arrays": [[26, "arrays"]], "Arrow": [[39, null]], "Attributes": [[4,
"attributes"], [5, "attributes"], [7, "attributes"], [12, "attr [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[19, null]], "Additional
Resources": [[37, "additional-resources"]], "Aggregate Functions": [[24,
"aggregate-functions"], [31, "aggregate-functions"], [33,
"aggregate-functions"]], "Aggregation": [[24, null]], "Alternative Approach":
[[20, "alternative-approach"]], "Apache Iceberg": [[35, "apache-iceberg"]],
"Arrays": [[26, "arrays"]], "Arrow": [[39, null]], "Attributes": [[4,
"attributes"], [5, "attributes"], [7, "attributes"], [12, "attr [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html
b/user-guide/common-operations/aggregations.html
index 63230df5..7185256e 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -620,16 +620,16 @@ Pokemon set. Since there will be many entries of <code
class="docutils literal n
<span
class="o">+----------+--------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+--------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Flying</span><span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Poison</span><span
class="p">,</span> <span class="n">Grass</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Ground</span><span
class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Steel</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Fairy</span> <span
class="o">|</span> <span class="p">[]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Psychic</span><span
class="p">]</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ice</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">]</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span
class="p">,</span> <span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Poison</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Poison</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span class="n">Ice</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Rock</span><span
class="p">]</span> <span
class="o">|</span>
<span
class="o">+----------+--------------------------------------------------+</span>
<span class="n">Data</span> <span class="n">truncated</span><span
class="o">.</span>
</pre></div>
@@ -644,15 +644,15 @@ entries entirely removed. The second is we can use the
<code class="docutils lit
<span
class="o">+----------+------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Grass</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Ground</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Ice</span><span class="p">,</span> <span class="n">Dark</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Rock</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Water</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Dragon</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Dark</span><span class="p">,</span> <span class="n">Ice</span><span
class="p">,</span> <span class="n">Fighting</span><span class="p">,</span>
<span class="n">Psychic</span><span class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Rock</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Water</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Ghost</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">]</span> <span
class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
<span class="n">Data</span> <span class="n">truncated</span><span
class="o">.</span>
@@ -663,15 +663,15 @@ entries entirely removed. The second is we can use the
<code class="docutils lit
<span
class="o">+----------+------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Grass</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Fairy</span> <span
class="o">|</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ice</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Dragon</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ice</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span
class="p">]</span> <span
class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
<span class="n">Data</span> <span class="n">truncated</span><span
class="o">.</span>
diff --git a/user-guide/common-operations/basic-info.html
b/user-guide/common-operations/basic-info.html
index 753f68e1..ecefb30b 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -456,11 +456,11 @@
<span class="o">+-----+---------+--------+--------+</span>
<span class="o">|</span> <span class="n">nrs</span> <span class="o">|</span>
<span class="n">names</span> <span class="o">|</span> <span
class="n">random</span> <span class="o">|</span> <span class="n">groups</span>
<span class="o">|</span>
<span class="o">+-----+---------+--------+--------+</span>
-<span class="o">|</span> <span class="mi">1</span> <span class="o">|</span>
<span class="n">python</span> <span class="o">|</span> <span
class="mi">130</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">2</span> <span class="o">|</span>
<span class="n">ruby</span> <span class="o">|</span> <span
class="mi">544</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">3</span> <span class="o">|</span>
<span class="n">java</span> <span class="o">|</span> <span
class="mi">107</span> <span class="o">|</span> <span class="n">B</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">4</span> <span class="o">|</span>
<span class="n">haskell</span> <span class="o">|</span> <span
class="mi">457</span> <span class="o">|</span> <span class="n">C</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">5</span> <span class="o">|</span>
<span class="n">go</span> <span class="o">|</span> <span
class="mi">897</span> <span class="o">|</span> <span class="n">B</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span> <span class="o">|</span>
<span class="n">python</span> <span class="o">|</span> <span
class="mi">799</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span> <span class="o">|</span>
<span class="n">ruby</span> <span class="o">|</span> <span
class="mi">160</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">3</span> <span class="o">|</span>
<span class="n">java</span> <span class="o">|</span> <span
class="mi">513</span> <span class="o">|</span> <span class="n">B</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">4</span> <span class="o">|</span>
<span class="n">haskell</span> <span class="o">|</span> <span
class="mi">947</span> <span class="o">|</span> <span class="n">C</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">5</span> <span class="o">|</span>
<span class="n">go</span> <span class="o">|</span> <span
class="mi">48</span> <span class="o">|</span> <span class="n">B</span>
<span class="o">|</span>
<span class="o">+-----+---------+--------+--------+</span>
</pre></div>
</div>
@@ -471,8 +471,8 @@
<span class="o">+-----+--------+--------+--------+</span>
<span class="o">|</span> <span class="n">nrs</span> <span class="o">|</span>
<span class="n">names</span> <span class="o">|</span> <span
class="n">random</span> <span class="o">|</span> <span class="n">groups</span>
<span class="o">|</span>
<span class="o">+-----+--------+--------+--------+</span>
-<span class="o">|</span> <span class="mi">1</span> <span class="o">|</span>
<span class="n">python</span> <span class="o">|</span> <span
class="mi">130</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="mi">2</span> <span class="o">|</span>
<span class="n">ruby</span> <span class="o">|</span> <span
class="mi">544</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span> <span class="o">|</span>
<span class="n">python</span> <span class="o">|</span> <span
class="mi">799</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span> <span class="o">|</span>
<span class="n">ruby</span> <span class="o">|</span> <span
class="mi">160</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
<span class="o">+-----+--------+--------+--------+</span>
</pre></div>
</div>
@@ -490,28 +490,28 @@ passing them to an Arrow table, and then converting them
to a pandas DataFrame.<
<div class="highlight-ipython notranslate"><div
class="highlight"><pre><span></span><span class="n">In</span> <span
class="p">[</span><span class="mi">8</span><span class="p">]:</span> <span
class="n">df</span><span class="o">.</span><span
class="n">to_pandas</span><span class="p">()</span>
<span class="n">Out</span><span class="p">[</span><span
class="mi">8</span><span class="p">]:</span>
<span class="n">nrs</span> <span class="n">names</span> <span
class="n">random</span> <span class="n">groups</span>
-<span class="mi">0</span> <span class="mi">1</span> <span
class="n">python</span> <span class="mi">130</span> <span
class="n">A</span>
-<span class="mi">1</span> <span class="mi">2</span> <span
class="n">ruby</span> <span class="mi">544</span> <span
class="n">A</span>
-<span class="mi">2</span> <span class="mi">3</span> <span
class="n">java</span> <span class="mi">107</span> <span
class="n">B</span>
-<span class="mi">3</span> <span class="mi">4</span> <span
class="n">haskell</span> <span class="mi">457</span> <span
class="n">C</span>
-<span class="mi">4</span> <span class="mi">5</span> <span
class="n">go</span> <span class="mi">897</span> <span
class="n">B</span>
+<span class="mi">0</span> <span class="mi">1</span> <span
class="n">python</span> <span class="mi">799</span> <span
class="n">A</span>
+<span class="mi">1</span> <span class="mi">2</span> <span
class="n">ruby</span> <span class="mi">160</span> <span
class="n">A</span>
+<span class="mi">2</span> <span class="mi">3</span> <span
class="n">java</span> <span class="mi">513</span> <span
class="n">B</span>
+<span class="mi">3</span> <span class="mi">4</span> <span
class="n">haskell</span> <span class="mi">947</span> <span
class="n">C</span>
+<span class="mi">4</span> <span class="mi">5</span> <span
class="n">go</span> <span class="mi">48</span> <span
class="n">B</span>
</pre></div>
</div>
<p><a class="reference internal"
href="../../autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.describe"
title="datafusion.dataframe.DataFrame.describe"><code class="xref py py-func
docutils literal notranslate"><span class="pre">describe()</span></code></a>
shows a quick statistic summary of your data:</p>
<div class="highlight-ipython notranslate"><div
class="highlight"><pre><span></span><span class="n">In</span> <span
class="p">[</span><span class="mi">9</span><span class="p">]:</span> <span
class="n">df</span><span class="o">.</span><span class="n">describe</span><span
class="p">()</span>
<span class="n">Out</span><span class="p">[</span><span
class="mi">9</span><span class="p">]:</span>
<span class="n">DataFrame</span><span class="p">()</span>
-<span
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">describe</span> <span
class="o">|</span> <span class="n">nrs</span> <span
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span
class="n">random</span> <span class="o">|</span> <span
class="n">groups</span> <span class="o">|</span>
-<span
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">count</span> <span
class="o">|</span> <span class="mf">5.0</span> <span
class="o">|</span> <span class="mi">5</span> <span class="o">|</span> <span
class="mf">5.0</span> <span class="o">|</span> <span
class="mi">5</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">null_count</span> <span
class="o">|</span> <span class="mf">0.0</span> <span
class="o">|</span> <span class="mi">0</span> <span class="o">|</span> <span
class="mf">0.0</span> <span class="o">|</span> <span
class="mi">0</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">mean</span> <span
class="o">|</span> <span class="mf">3.0</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">427.0</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">std</span> <span
class="o">|</span> <span class="mf">1.5811388300841898</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">326.3809124320845</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
-<span class="o">|</span> <span class="nb">min</span> <span
class="o">|</span> <span class="mf">1.0</span> <span
class="o">|</span> <span class="n">go</span> <span class="o">|</span> <span
class="mf">107.0</span> <span class="o">|</span> <span
class="n">A</span> <span class="o">|</span>
-<span class="o">|</span> <span class="nb">max</span> <span
class="o">|</span> <span class="mf">5.0</span> <span
class="o">|</span> <span class="n">ruby</span> <span class="o">|</span> <span
class="mf">897.0</span> <span class="o">|</span> <span
class="n">C</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">median</span> <span
class="o">|</span> <span class="mf">3.0</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">457.0</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
-<span
class="o">+------------+--------------------+-------+-------------------+--------+</span>
+<span
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">describe</span> <span
class="o">|</span> <span class="n">nrs</span> <span
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span
class="n">random</span> <span class="o">|</span> <span
class="n">groups</span> <span class="o">|</span>
+<span
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">count</span> <span
class="o">|</span> <span class="mf">5.0</span> <span
class="o">|</span> <span class="mi">5</span> <span class="o">|</span> <span
class="mf">5.0</span> <span class="o">|</span> <span
class="mi">5</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">null_count</span> <span
class="o">|</span> <span class="mf">0.0</span> <span
class="o">|</span> <span class="mi">0</span> <span class="o">|</span> <span
class="mf">0.0</span> <span class="o">|</span> <span
class="mi">0</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">mean</span> <span
class="o">|</span> <span class="mf">3.0</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">493.4</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">std</span> <span
class="o">|</span> <span class="mf">1.5811388300841898</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">390.21314688257235</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
+<span class="o">|</span> <span class="nb">min</span> <span
class="o">|</span> <span class="mf">1.0</span> <span
class="o">|</span> <span class="n">go</span> <span class="o">|</span> <span
class="mf">48.0</span> <span class="o">|</span> <span
class="n">A</span> <span class="o">|</span>
+<span class="o">|</span> <span class="nb">max</span> <span
class="o">|</span> <span class="mf">5.0</span> <span
class="o">|</span> <span class="n">ruby</span> <span class="o">|</span> <span
class="mf">947.0</span> <span class="o">|</span> <span
class="n">C</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">median</span> <span
class="o">|</span> <span class="mf">3.0</span> <span
class="o">|</span> <span class="n">null</span> <span class="o">|</span> <span
class="mf">513.0</span> <span class="o">|</span> <span
class="n">null</span> <span class="o">|</span>
+<span
class="o">+------------+--------------------+-------+--------------------+--------+</span>
</pre></div>
</div>
</section>
diff --git a/user-guide/common-operations/functions.html
b/user-guide/common-operations/functions.html
index f8020659..d2c80eb4 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -566,16 +566,16 @@ In here we will cover some of the more popular use cases.
If you want to view al
<span class="o">+-------------------------------+</span>
<span class="o">|</span> <span class="n">now</span><span class="p">()</span>
<span class="o">|</span>
<span class="o">+-------------------------------+</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">26</span><span class="n">T21</span><span class="p">:</span><span
class="mi">11</span><span class="p">:</span><span
class="mf">26.346425644</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span
class="o">-</span><span class="mi">03</span><span class="o">-</span><span
class="mi">27</span><span class="n">T13</span><span class="p">:</span><span
class="mi">27</span><span class="p">:</span><span
class="mf">57.203308362</span> <span class="o">|</span>
<span class="o">+-------------------------------+</span>
<span class="n">Data</span> <span class="n">truncated</span><span
class="o">.</span>
</pre></div>
diff --git a/user-guide/upgrade-guides.html b/user-guide/upgrade-guides.html
index a2e8e56a..0d737103 100644
--- a/user-guide/upgrade-guides.html
+++ b/user-guide/upgrade-guides.html
@@ -477,8 +477,10 @@ for the methods to get these <code class="docutils literal
notranslate"><span cl
parameter, which is a Python object that can be used to extract the
<code class="docutils literal notranslate"><span
class="pre">FFI_LogicalExtensionCodec</span></code> that is necessary.</p>
<p>A complete example can be found in the <a class="reference external"
href="https://github.com/apache/datafusion-python/tree/main/examples/datafusion-ffi-example";>FFI
example</a>.
-Your methods need to be updated to take an additional parameter like in this
-example.</p>
+Your FFI hook methods — <code class="docutils literal notranslate"><span
class="pre">__datafusion_catalog_provider__</span></code>,
+<code class="docutils literal notranslate"><span
class="pre">__datafusion_schema_provider__</span></code>, <code class="docutils
literal notranslate"><span
class="pre">__datafusion_table_provider__</span></code>, and
+<code class="docutils literal notranslate"><span
class="pre">__datafusion_table_function__</span></code> — need to be updated to
accept an additional
+<code class="docutils literal notranslate"><span class="pre">session:</span>
<span class="pre">Bound<PyAny></span></code> parameter, as shown in this
example.</p>
<div class="highlight-rust notranslate"><div
class="highlight"><pre><span></span><span class="cp">#[pymethods]</span>
<span class="k">impl</span><span class="w"> </span><span
class="n">MyCatalogProvider</span><span class="w"> </span><span
class="p">{</span>
<span class="w"> </span><span class="k">pub</span><span class="w">
</span><span class="k">fn</span><span class="w"> </span><span
class="nf">__datafusion_catalog_provider__</span><span
class="o"><'</span><span class="na">py</span><span
class="o">></span><span class="p">(</span>
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