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The following commit(s) were added to refs/heads/asf-staging by this push:
     new f908b828 Publish built docs triggered by 
baec559b0a7c85934338d6da80ffbe538004f4d4
f908b828 is described below

commit f908b828b5b1b75eeb5b313f69d249a8d87db24f
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Thu May 28 20:04:29 2026 +0000

    Publish built docs triggered by baec559b0a7c85934338d6da80ffbe538004f4d4
---
 _sources/autoapi/datafusion/index.rst.txt          |  2 +-
 .../autoapi/datafusion/user_defined/index.rst.txt  |  2 +-
 autoapi/datafusion/index.html                      |  2 +-
 autoapi/datafusion/user_defined/index.html         |  2 +-
 searchindex.js                                     |  2 +-
 user-guide/common-operations/aggregations.html     | 22 +++++++-------
 user-guide/common-operations/basic-info.html       | 34 +++++++++++-----------
 user-guide/common-operations/functions.html        | 20 ++++++-------
 user-guide/common-operations/udf-and-udfa.html     |  4 +--
 9 files changed, 45 insertions(+), 45 deletions(-)

diff --git a/_sources/autoapi/datafusion/index.rst.txt 
b/_sources/autoapi/datafusion/index.rst.txt
index cb84080d..fd723787 100644
--- a/_sources/autoapi/datafusion/index.rst.txt
+++ b/_sources/autoapi/datafusion/index.rst.txt
@@ -2589,7 +2589,7 @@ Package Contents
    .. py:attribute:: options_internal
 
 
-.. py:class:: ScalarUDF(name: str, func: collections.abc.Callable[Ellipsis, 
_R], input_fields: list[pyarrow.Field], return_field: _R, volatility: 
Volatility | str)
+.. py:class:: ScalarUDF(name: str, func: collections.abc.Callable[Ellipsis, 
_R], input_fields: list[pyarrow.Field], return_field: pyarrow.Field, 
volatility: Volatility | str)
 
    Class for performing scalar user-defined functions (UDF).
 
diff --git a/_sources/autoapi/datafusion/user_defined/index.rst.txt 
b/_sources/autoapi/datafusion/user_defined/index.rst.txt
index 68b9179b..dce6e1bb 100644
--- a/_sources/autoapi/datafusion/user_defined/index.rst.txt
+++ b/_sources/autoapi/datafusion/user_defined/index.rst.txt
@@ -306,7 +306,7 @@ Module Contents
    .. py:method:: __datafusion_physical_extension_codec__() -> object
 
 
-.. py:class:: ScalarUDF(name: str, func: collections.abc.Callable[Ellipsis, 
_R], input_fields: list[pyarrow.Field], return_field: _R, volatility: 
Volatility | str)
+.. py:class:: ScalarUDF(name: str, func: collections.abc.Callable[Ellipsis, 
_R], input_fields: list[pyarrow.Field], return_field: pyarrow.Field, 
volatility: Volatility | str)
 
    Class for performing scalar user-defined functions (UDF).
 
diff --git a/autoapi/datafusion/index.html b/autoapi/datafusion/index.html
index 75fdc469..0d2e7524 100644
--- a/autoapi/datafusion/index.html
+++ b/autoapi/datafusion/index.html
@@ -6491,7 +6491,7 @@ multiple spillable operators that all will spill.</p>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="datafusion.ScalarUDF">
-<em class="property"><span class="pre">class</span><span class="w"> 
</span></em><span class="sig-prename descclassname"><span 
class="pre">datafusion.</span></span><span class="sig-name descname"><span 
class="pre">ScalarUDF</span></span><span class="sig-paren">(</span><em 
class="sig-param"><span class="n"><span class="pre">name</span></span><span 
class="p"><span class="pre">:</span></span><span class="w"> </span><span 
class="n"><span class="pre">str</span></span></em>, <em class="sig-para [...]
+<em class="property"><span class="pre">class</span><span class="w"> 
</span></em><span class="sig-prename descclassname"><span 
class="pre">datafusion.</span></span><span class="sig-name descname"><span 
class="pre">ScalarUDF</span></span><span class="sig-paren">(</span><em 
class="sig-param"><span class="n"><span class="pre">name</span></span><span 
class="p"><span class="pre">:</span></span><span class="w"> </span><span 
class="n"><span class="pre">str</span></span></em>, <em class="sig-para [...]
 <dd><p>Class for performing scalar user-defined functions (UDF).</p>
 <p>Scalar UDFs operate on a row by row basis. See also <a class="reference 
internal" href="#datafusion.AggregateUDF" title="datafusion.AggregateUDF"><code 
class="xref py py-class docutils literal notranslate"><span 
class="pre">AggregateUDF</span></code></a> for
 operating on a group of rows.</p>
diff --git a/autoapi/datafusion/user_defined/index.html 
b/autoapi/datafusion/user_defined/index.html
index cf292db5..1ee2e195 100644
--- a/autoapi/datafusion/user_defined/index.html
+++ b/autoapi/datafusion/user_defined/index.html
@@ -1485,7 +1485,7 @@ passed to the constructor (which is ignored on the FFI 
path).</p>
 
 <dl class="py class">
 <dt class="sig sig-object py" id="datafusion.user_defined.ScalarUDF">
-<em class="property"><span class="pre">class</span><span class="w"> 
</span></em><span class="sig-prename descclassname"><span 
class="pre">datafusion.user_defined.</span></span><span class="sig-name 
descname"><span class="pre">ScalarUDF</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">name</span></span><span class="p"><span 
class="pre">:</span></span><span class="w"> </span><span class="n"><span 
class="pre">str</span></span></em>, <em cl [...]
+<em class="property"><span class="pre">class</span><span class="w"> 
</span></em><span class="sig-prename descclassname"><span 
class="pre">datafusion.user_defined.</span></span><span class="sig-name 
descname"><span class="pre">ScalarUDF</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">name</span></span><span class="p"><span 
class="pre">:</span></span><span class="w"> </span><span class="n"><span 
class="pre">str</span></span></em>, <em cl [...]
 <dd><p>Class for performing scalar user-defined functions (UDF).</p>
 <p>Scalar UDFs operate on a row by row basis. See also <a class="reference 
internal" href="#datafusion.user_defined.AggregateUDF" 
title="datafusion.user_defined.AggregateUDF"><code class="xref py py-class 
docutils literal notranslate"><span class="pre">AggregateUDF</span></code></a> 
for
 operating on a group of rows.</p>
diff --git a/searchindex.js b/searchindex.js
index a171f874..6dad923f 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[19, null], [37, 
"api-reference"]], "Additional Resources": [[39, "additional-resources"]], 
"Aggregate Functions": [[25, "aggregate-functions"], [32, 
"aggregate-functions"], [34, "aggregate-functions"]], "Aggregated vs 
Per-Partition Metrics": [[37, "aggregated-vs-per-partition-metrics"]], 
"Aggregation": [[25, null]], "Alternative Approach": [[20, 
"alternative-approach"]], "Apache Iceberg": [[36, "apache-iceberg"]], "Arrays": 
[[27, "arrays" [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[19, null], [37, 
"api-reference"]], "Additional Resources": [[39, "additional-resources"]], 
"Aggregate Functions": [[25, "aggregate-functions"], [32, 
"aggregate-functions"], [34, "aggregate-functions"]], "Aggregated vs 
Per-Partition Metrics": [[37, "aggregated-vs-per-partition-metrics"]], 
"Aggregation": [[25, null]], "Alternative Approach": [[20, 
"alternative-approach"]], "Apache Iceberg": [[36, "apache-iceberg"]], "Arrays": 
[[27, "arrays" [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index 32c334a0..268cbe06 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -662,15 +662,15 @@ 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">Water</span>    <span 
class="o">|</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">Poison</span><span class="p">,</span> <span 
class="n">Fighting</span><span class="p">,</span> <span 
class="n">Dark</span><span class="p">,</span> <span 
class="n">Psychic</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">Dark</span><span 
class="p">,</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="n">Fighting</span><span class="p">,</span> <span 
class="n">Ice</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">Flying</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="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">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">Dragon</span>   <span 
class="o">|</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">Grass</span>    <span 
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span 
class="p">,</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="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">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">Normal</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">Fairy</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">Fighting</span> <span 
class="o">|</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>
@@ -686,15 +686,15 @@ 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">Water</span>  <span 
class="o">|</span> <span class="p">[</span><span class="n">Poison</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">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">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">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">Psychic</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">Fighting</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">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">Dragon</span> <span 
class="o">|</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">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">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">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">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">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">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>
@@ -705,15 +705,15 @@ 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">Water</span>    <span 
class="o">|</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">Psychic</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">Ice</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">Dark</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">Flying</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="o">|</span>
 <span class="o">|</span> <span class="n">Rock</span>     <span 
class="o">|</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="n">Ground</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">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">Dragon</span>   <span 
class="o">|</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">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">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">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">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">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">Fighting</span> <span 
class="o">|</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 00025fb8..a59ba142 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -466,11 +466,11 @@
 <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">707</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">943</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">472</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">405</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">874</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">857</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">560</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">953</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">568</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">426</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
 </pre></div>
 </div>
@@ -481,8 +481,8 @@
 <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">707</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">943</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">857</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">560</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
 </pre></div>
 </div>
@@ -500,11 +500,11 @@ 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">707</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">943</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">472</span>      <span 
class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">405</span>      <span 
class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">874</span>      <span 
class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">857</span>      <span 
class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">560</span>      <span 
class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">953</span>      <span 
class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">568</span>      <span 
class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">426</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>
@@ -516,11 +516,11 @@ passing them to an Arrow table, and then converting them 
to a pandas DataFrame.<
 <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">680.2</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">237.91952420934268</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">405.0</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">943.0</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">707.0</span>              <span class="o">|</span> <span 
class="n">null</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">672.8</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">221.95652727504995</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">426.0</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">953.0</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">568.0</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
 <span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/functions.html 
b/user-guide/common-operations/functions.html
index 308ec2bf..f154db23 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -576,16 +576,16 @@ 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">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">28</span><span class="p">:</span><span 
class="mf">06.478000037</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2026</span><span 
class="o">-</span><span class="mi">05</span><span class="o">-</span><span 
class="mi">28</span><span class="n">T20</span><span class="p">:</span><span 
class="mi">04</span><span class="p">:</span><span 
class="mf">14.581603705</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/common-operations/udf-and-udfa.html 
b/user-guide/common-operations/udf-and-udfa.html
index 4c785ca4..939309f2 100644
--- a/user-guide/common-operations/udf-and-udfa.html
+++ b/user-guide/common-operations/udf-and-udfa.html
@@ -649,7 +649,7 @@ over column references and literals, so the optimizer can 
analyze it:</p>
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">29</span><span class="p">]:</span> <span 
class="nb">print</span><span class="p">(</span><span 
class="n">native_filtered</span><span class="o">.</span><span 
class="n">execution_plan</span><span class="p">()</span><span 
class="o">.</span><span class="n">display_indent</span><span 
class="p">())</span>
 <span class="n">FilterExec</span><span class="p">:</span> <span 
class="n">brand</span><span class="o">@</span><span class="mi">1</span> <span 
class="o">=</span> <span class="n">A</span> <span class="n">AND</span> <span 
class="n">qty</span><span class="o">@</span><span class="mi">2</span> <span 
class="o">&gt;=</span> <span class="mi">150</span>
   <span class="n">RepartitionExec</span><span class="p">:</span> <span 
class="n">partitioning</span><span class="o">=</span><span 
class="n">RoundRobinBatch</span><span class="p">(</span><span 
class="mi">4</span><span class="p">),</span> <span 
class="n">input_partitions</span><span class="o">=</span><span 
class="mi">1</span>
-    <span class="n">DataSourceExec</span><span class="p">:</span> <span 
class="n">file_groups</span><span class="o">=</span><span 
class="p">{</span><span class="mi">1</span> <span class="n">group</span><span 
class="p">:</span> <span class="p">[[</span><span class="n">tmp</span><span 
class="o">/</span><span class="n">tmplqtozsaw</span><span 
class="o">/</span><span class="n">items</span><span class="o">.</span><span 
class="n">parquet</span><span class="p">]]},</span> <span class="n">projec [...]
+    <span class="n">DataSourceExec</span><span class="p">:</span> <span 
class="n">file_groups</span><span class="o">=</span><span 
class="p">{</span><span class="mi">1</span> <span class="n">group</span><span 
class="p">:</span> <span class="p">[[</span><span class="n">tmp</span><span 
class="o">/</span><span class="n">tmp3iq87uud</span><span 
class="o">/</span><span class="n">items</span><span class="o">.</span><span 
class="n">parquet</span><span class="p">]]},</span> <span class="n">projec [...]
 </pre></div>
 </div>
 <p>Notice the <code class="docutils literal notranslate"><span 
class="pre">DataSourceExec</span></code> line. It carries three annotations the
@@ -682,7 +682,7 @@ bloom filter or dictionary is available to skip 
pages.</p></li>
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">33</span><span class="p">]:</span> <span 
class="nb">print</span><span class="p">(</span><span 
class="n">udf_filtered</span><span class="o">.</span><span 
class="n">execution_plan</span><span class="p">()</span><span 
class="o">.</span><span class="n">display_indent</span><span 
class="p">())</span>
 <span class="n">FilterExec</span><span class="p">:</span> <span 
class="n">brand_qty_filter</span><span class="p">(</span><span 
class="n">CAST</span><span class="p">(</span><span class="n">brand</span><span 
class="o">@</span><span class="mi">1</span> <span class="n">AS</span> <span 
class="n">Utf8</span><span class="p">),</span> <span class="n">qty</span><span 
class="o">@</span><span class="mi">2</span><span class="p">)</span>
   <span class="n">RepartitionExec</span><span class="p">:</span> <span 
class="n">partitioning</span><span class="o">=</span><span 
class="n">RoundRobinBatch</span><span class="p">(</span><span 
class="mi">4</span><span class="p">),</span> <span 
class="n">input_partitions</span><span class="o">=</span><span 
class="mi">1</span>
-    <span class="n">DataSourceExec</span><span class="p">:</span> <span 
class="n">file_groups</span><span class="o">=</span><span 
class="p">{</span><span class="mi">1</span> <span class="n">group</span><span 
class="p">:</span> <span class="p">[[</span><span class="n">tmp</span><span 
class="o">/</span><span class="n">tmplqtozsaw</span><span 
class="o">/</span><span class="n">items</span><span class="o">.</span><span 
class="n">parquet</span><span class="p">]]},</span> <span class="n">projec [...]
+    <span class="n">DataSourceExec</span><span class="p">:</span> <span 
class="n">file_groups</span><span class="o">=</span><span 
class="p">{</span><span class="mi">1</span> <span class="n">group</span><span 
class="p">:</span> <span class="p">[[</span><span class="n">tmp</span><span 
class="o">/</span><span class="n">tmp3iq87uud</span><span 
class="o">/</span><span class="n">items</span><span class="o">.</span><span 
class="n">parquet</span><span class="p">]]},</span> <span class="n">projec [...]
 </pre></div>
 </div>
 <p>The <code class="docutils literal notranslate"><span 
class="pre">DataSourceExec</span></code> now carries only <code class="docutils 
literal notranslate"><span 
class="pre">predicate=brand_qty_filter(...)</span></code>.


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