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The following commit(s) were added to refs/heads/asf-staging by this push:
     new 973a462  Publish built docs triggered by 
3c662010f9d133cda65749b119a1b1731edbe4e5
973a462 is described below

commit 973a462345a79737bfeedb9b30608f1531095be8
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Sun Nov 10 17:06:08 2024 +0000

    Publish built docs triggered by 3c662010f9d133cda65749b119a1b1731edbe4e5
---
 _sources/autoapi/datafusion/expr/index.rst.txt     |   3 -
 _sources/autoapi/datafusion/index.rst.txt          |   1 +
 _sources/autoapi/datafusion/udf/index.rst.txt      |   1 +
 autoapi/datafusion/expr/index.html                 | 103 +++++++++------------
 autoapi/datafusion/index.html                      |  27 ++++++
 autoapi/datafusion/udf/index.html                  |  27 ++++++
 genindex.html                                      |   2 -
 objects.inv                                        | Bin 5599 -> 5592 bytes
 searchindex.js                                     |   2 +-
 user-guide/common-operations/aggregations.html     |  94 +++++++++----------
 user-guide/common-operations/basic-info.html       |  34 +++----
 user-guide/common-operations/functions.html        |  22 ++---
 .../common-operations/select-and-filter.html       |   2 +-
 user-guide/common-operations/windows.html          |  30 +++---
 user-guide/io/arrow.html                           |   2 +-
 15 files changed, 192 insertions(+), 158 deletions(-)

diff --git a/_sources/autoapi/datafusion/expr/index.rst.txt 
b/_sources/autoapi/datafusion/expr/index.rst.txt
index 3323112..6eedf8e 100644
--- a/_sources/autoapi/datafusion/expr/index.rst.txt
+++ b/_sources/autoapi/datafusion/expr/index.rst.txt
@@ -27,7 +27,6 @@ Attributes
    datafusion.expr.Column
    datafusion.expr.CreateMemoryTable
    datafusion.expr.CreateView
-   datafusion.expr.CrossJoin
    datafusion.expr.Distinct
    datafusion.expr.DropTable
    datafusion.expr.EmptyRelation
@@ -689,8 +688,6 @@ Module Contents
 
 .. py:data:: CreateView
 
-.. py:data:: CrossJoin
-
 .. py:data:: Distinct
 
 .. py:data:: DropTable
diff --git a/_sources/autoapi/datafusion/index.rst.txt 
b/_sources/autoapi/datafusion/index.rst.txt
index cf41aae..f706cdb 100644
--- a/_sources/autoapi/datafusion/index.rst.txt
+++ b/_sources/autoapi/datafusion/index.rst.txt
@@ -148,6 +148,7 @@ Package Contents
       which this UDAF is used. The following examples are all valid.
 
       .. code-block:: python
+
           import pyarrow as pa
           import pyarrow.compute as pc
 
diff --git a/_sources/autoapi/datafusion/udf/index.rst.txt 
b/_sources/autoapi/datafusion/udf/index.rst.txt
index b084dff..443a844 100644
--- a/_sources/autoapi/datafusion/udf/index.rst.txt
+++ b/_sources/autoapi/datafusion/udf/index.rst.txt
@@ -106,6 +106,7 @@ Module Contents
       which this UDAF is used. The following examples are all valid.
 
       .. code-block:: python
+
           import pyarrow as pa
           import pyarrow.compute as pc
 
diff --git a/autoapi/datafusion/expr/index.html 
b/autoapi/datafusion/expr/index.html
index 2023060..1ee6b74 100644
--- a/autoapi/datafusion/expr/index.html
+++ b/autoapi/datafusion/expr/index.html
@@ -1223,15 +1223,6 @@
      </code>
     </a>
    </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#datafusion.expr.CrossJoin">
-     <code class="docutils literal notranslate">
-      <span class="pre">
-       CrossJoin
-      </span>
-     </code>
-    </a>
-   </li>
    <li class="toc-h3 nav-item toc-entry">
     <a class="reference internal nav-link" href="#datafusion.expr.Distinct">
      <code class="docutils literal notranslate">
@@ -1683,136 +1674,133 @@
 <tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.CreateView" title="datafusion.expr.CreateView"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">CreateView</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.CrossJoin" title="datafusion.expr.CrossJoin"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">CrossJoin</span></code></a></p></td>
-<td><p></p></td>
-</tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Distinct" title="datafusion.expr.Distinct"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Distinct</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Distinct" title="datafusion.expr.Distinct"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Distinct</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.DropTable" title="datafusion.expr.DropTable"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">DropTable</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.DropTable" title="datafusion.expr.DropTable"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">DropTable</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.EmptyRelation" 
title="datafusion.expr.EmptyRelation"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">EmptyRelation</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.EmptyRelation" 
title="datafusion.expr.EmptyRelation"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">EmptyRelation</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Exists" title="datafusion.expr.Exists"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Exists</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Exists" title="datafusion.expr.Exists"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Exists</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Explain" title="datafusion.expr.Explain"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Explain</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Explain" title="datafusion.expr.Explain"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Explain</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Extension" title="datafusion.expr.Extension"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Extension</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Extension" title="datafusion.expr.Extension"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Extension</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Filter" title="datafusion.expr.Filter"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Filter</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Filter" title="datafusion.expr.Filter"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Filter</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.GroupingSet" title="datafusion.expr.GroupingSet"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">GroupingSet</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.GroupingSet" title="datafusion.expr.GroupingSet"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">GroupingSet</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.ILike" title="datafusion.expr.ILike"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">ILike</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.ILike" title="datafusion.expr.ILike"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">ILike</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.InList" title="datafusion.expr.InList"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">InList</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.InList" title="datafusion.expr.InList"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">InList</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.InSubquery" title="datafusion.expr.InSubquery"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">InSubquery</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.InSubquery" title="datafusion.expr.InSubquery"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">InSubquery</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsFalse" title="datafusion.expr.IsFalse"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsFalse</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsFalse" title="datafusion.expr.IsFalse"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsFalse</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotFalse" title="datafusion.expr.IsNotFalse"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotFalse</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotFalse" title="datafusion.expr.IsNotFalse"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotFalse</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotNull" title="datafusion.expr.IsNotNull"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotNull</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotNull" title="datafusion.expr.IsNotNull"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotNull</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotTrue" title="datafusion.expr.IsNotTrue"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotTrue</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotTrue" title="datafusion.expr.IsNotTrue"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotTrue</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotUnknown" title="datafusion.expr.IsNotUnknown"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotUnknown</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNotUnknown" title="datafusion.expr.IsNotUnknown"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsNotUnknown</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNull" title="datafusion.expr.IsNull"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">IsNull</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsNull" title="datafusion.expr.IsNull"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">IsNull</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsTrue" title="datafusion.expr.IsTrue"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">IsTrue</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsTrue" title="datafusion.expr.IsTrue"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">IsTrue</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.IsUnknown" title="datafusion.expr.IsUnknown"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsUnknown</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.IsUnknown" title="datafusion.expr.IsUnknown"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">IsUnknown</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Join" title="datafusion.expr.Join"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Join</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Join" title="datafusion.expr.Join"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Join</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.JoinConstraint" 
title="datafusion.expr.JoinConstraint"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">JoinConstraint</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.JoinConstraint" 
title="datafusion.expr.JoinConstraint"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">JoinConstraint</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.JoinType" title="datafusion.expr.JoinType"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">JoinType</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.JoinType" title="datafusion.expr.JoinType"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">JoinType</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Like" title="datafusion.expr.Like"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Like</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Like" title="datafusion.expr.Like"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Like</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Limit" title="datafusion.expr.Limit"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Limit</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Limit" title="datafusion.expr.Limit"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Limit</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Literal" title="datafusion.expr.Literal"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Literal</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Literal" title="datafusion.expr.Literal"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Literal</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Negative" title="datafusion.expr.Negative"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Negative</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Negative" title="datafusion.expr.Negative"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Negative</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Not" title="datafusion.expr.Not"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Not</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Not" title="datafusion.expr.Not"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Not</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Partitioning" title="datafusion.expr.Partitioning"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Partitioning</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Partitioning" title="datafusion.expr.Partitioning"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Partitioning</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Placeholder" title="datafusion.expr.Placeholder"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Placeholder</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Placeholder" title="datafusion.expr.Placeholder"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Placeholder</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Projection" title="datafusion.expr.Projection"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Projection</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Projection" title="datafusion.expr.Projection"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Projection</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Repartition" title="datafusion.expr.Repartition"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Repartition</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Repartition" title="datafusion.expr.Repartition"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Repartition</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.ScalarSubquery" 
title="datafusion.expr.ScalarSubquery"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">ScalarSubquery</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.ScalarSubquery" 
title="datafusion.expr.ScalarSubquery"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">ScalarSubquery</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.ScalarVariable" 
title="datafusion.expr.ScalarVariable"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">ScalarVariable</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.ScalarVariable" 
title="datafusion.expr.ScalarVariable"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">ScalarVariable</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.SimilarTo" title="datafusion.expr.SimilarTo"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">SimilarTo</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.SimilarTo" title="datafusion.expr.SimilarTo"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">SimilarTo</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Sort" title="datafusion.expr.Sort"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Sort</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Sort" title="datafusion.expr.Sort"><code class="xref py 
py-obj docutils literal notranslate"><span 
class="pre">Sort</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Subquery" title="datafusion.expr.Subquery"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Subquery</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Subquery" title="datafusion.expr.Subquery"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">Subquery</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.SubqueryAlias" 
title="datafusion.expr.SubqueryAlias"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">SubqueryAlias</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.SubqueryAlias" 
title="datafusion.expr.SubqueryAlias"><code class="xref py py-obj docutils 
literal notranslate"><span class="pre">SubqueryAlias</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.TableScan" title="datafusion.expr.TableScan"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">TableScan</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.TableScan" title="datafusion.expr.TableScan"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">TableScan</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.TryCast" title="datafusion.expr.TryCast"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">TryCast</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.TryCast" title="datafusion.expr.TryCast"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">TryCast</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Union" title="datafusion.expr.Union"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Union</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Union" title="datafusion.expr.Union"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Union</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.Unnest" title="datafusion.expr.Unnest"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Unnest</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.Unnest" title="datafusion.expr.Unnest"><code class="xref 
py py-obj docutils literal notranslate"><span 
class="pre">Unnest</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.UnnestExpr" title="datafusion.expr.UnnestExpr"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">UnnestExpr</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.UnnestExpr" title="datafusion.expr.UnnestExpr"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">UnnestExpr</span></code></a></p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" 
href="#datafusion.expr.WindowExpr" title="datafusion.expr.WindowExpr"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">WindowExpr</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" 
href="#datafusion.expr.WindowExpr" title="datafusion.expr.WindowExpr"><code 
class="xref py py-obj docutils literal notranslate"><span 
class="pre">WindowExpr</span></code></a></p></td>
 <td><p></p></td>
 </tr>
 </tbody>
@@ -2507,11 +2495,6 @@ parameter must be set.</p></li>
 <span class="sig-prename descclassname"><span 
class="pre">datafusion.expr.</span></span><span class="sig-name descname"><span 
class="pre">CreateView</span></span><a class="headerlink" 
href="#datafusion.expr.CreateView" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py data">
-<dt class="sig sig-object py" id="datafusion.expr.CrossJoin">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.expr.</span></span><span class="sig-name descname"><span 
class="pre">CrossJoin</span></span><a class="headerlink" 
href="#datafusion.expr.CrossJoin" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
 <dl class="py data">
 <dt class="sig sig-object py" id="datafusion.expr.Distinct">
 <span class="sig-prename descclassname"><span 
class="pre">datafusion.expr.</span></span><span class="sig-name descname"><span 
class="pre">Distinct</span></span><a class="headerlink" 
href="#datafusion.expr.Distinct" title="Link to this definition">¶</a></dt>
diff --git a/autoapi/datafusion/index.html b/autoapi/datafusion/index.html
index 84bff3f..4b37677 100644
--- a/autoapi/datafusion/index.html
+++ b/autoapi/datafusion/index.html
@@ -1954,6 +1954,33 @@ can simply pass it’s type as <code class="docutils 
literal notranslate"><span
 to it’s constructor, you can define a lambda or a factory method. During 
runtime
 the <a class="reference internal" href="#datafusion.Accumulator" 
title="datafusion.Accumulator"><code class="xref py py-class docutils literal 
notranslate"><span class="pre">Accumulator</span></code></a> will be 
constructed for every instance in
 which this UDAF is used. The following examples are all valid.</p>
+<div class="highlight-python notranslate"><div 
class="highlight"><pre><span></span><span class="kn">import</span> <span 
class="nn">pyarrow</span> <span class="k">as</span> <span class="nn">pa</span>
+<span class="kn">import</span> <span class="nn">pyarrow.compute</span> <span 
class="k">as</span> <span class="nn">pc</span>
+
+<span class="k">class</span> <span class="nc">Summarize</span><span 
class="p">(</span><span class="n">Accumulator</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">bias</span><span class="p">:</span> <span class="nb">float</span> 
<span class="o">=</span> <span class="mf">0.0</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="n">bias</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">state</span><span 
class="p">(</span><span class="bp">self</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="n">List</span><span class="p">[</span><span 
class="n">pa</span><span class="o">.</span><span class="n">Scalar</span><span 
class="p">]:</span>
+        <span class="k">return</span> <span class="p">[</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="p">]</span>
+
+    <span class="k">def</span> <span class="nf">update</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">values</span><span class="p">:</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">Array</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="o">.</span><span class="n">as_py</span><span class="p">()</span> <span 
class="o">+</span> <span class="n">pc</span><span class="o">.</span><span 
class="n">sum</span><span class="p">(</s [...]
+
+    <span class="k">def</span> <span class="nf">merge</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">states</span><span class="p">:</span> <span 
class="n">List</span><span class="p">[</span><span class="n">pa</span><span 
class="o">.</span><span class="n">Array</span><span class="p">])</span> <span 
class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="o">.</span><span class="n">as_py</span><span class="p">()</span> <span 
class="o">+</span> <span class="n">pc</span><span class="o">.</span><span 
class="n">sum</span><span class="p">(</s [...]
+
+    <span class="k">def</span> <span class="nf">evaluate</span><span 
class="p">(</span><span class="bp">self</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">Scalar</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">_sum</span>
+
+<span class="k">def</span> <span class="nf">sum_bias_10</span><span 
class="p">()</span> <span class="o">-&gt;</span> <span 
class="n">Summarize</span><span class="p">:</span>
+    <span class="k">return</span> <span class="n">Summarize</span><span 
class="p">(</span><span class="mf">10.0</span><span class="p">)</span>
+
+<span class="n">udaf1</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span 
class="n">Summarize</span><span class="p">,</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span 
class="p">[</span><span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p" [...]
+<span class="n">udaf2</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span 
class="n">sum_bias_10</span><span class="p">,</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span 
class="p">[</span><span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class=" [...]
+<span class="n">udaf3</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span class="k">lambda</span><span 
class="p">:</span> <span class="n">Summarize</span><span 
class="p">(</span><span class="mf">20.0</span><span class="p">),</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span class [...]
+</pre></div>
+</div>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/autoapi/datafusion/udf/index.html 
b/autoapi/datafusion/udf/index.html
index 043217e..be1719e 100644
--- a/autoapi/datafusion/udf/index.html
+++ b/autoapi/datafusion/udf/index.html
@@ -804,6 +804,33 @@ can simply pass it’s type as <code class="docutils literal 
notranslate"><span
 to it’s constructor, you can define a lambda or a factory method. During 
runtime
 the <a class="reference internal" href="#datafusion.udf.Accumulator" 
title="datafusion.udf.Accumulator"><code class="xref py py-class docutils 
literal notranslate"><span class="pre">Accumulator</span></code></a> will be 
constructed for every instance in
 which this UDAF is used. The following examples are all valid.</p>
+<div class="highlight-python notranslate"><div 
class="highlight"><pre><span></span><span class="kn">import</span> <span 
class="nn">pyarrow</span> <span class="k">as</span> <span class="nn">pa</span>
+<span class="kn">import</span> <span class="nn">pyarrow.compute</span> <span 
class="k">as</span> <span class="nn">pc</span>
+
+<span class="k">class</span> <span class="nc">Summarize</span><span 
class="p">(</span><span class="n">Accumulator</span><span class="p">):</span>
+    <span class="k">def</span> <span class="fm">__init__</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">bias</span><span class="p">:</span> <span class="nb">float</span> 
<span class="o">=</span> <span class="mf">0.0</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="n">bias</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">state</span><span 
class="p">(</span><span class="bp">self</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="n">List</span><span class="p">[</span><span 
class="n">pa</span><span class="o">.</span><span class="n">Scalar</span><span 
class="p">]:</span>
+        <span class="k">return</span> <span class="p">[</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="p">]</span>
+
+    <span class="k">def</span> <span class="nf">update</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">values</span><span class="p">:</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">Array</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="o">.</span><span class="n">as_py</span><span class="p">()</span> <span 
class="o">+</span> <span class="n">pc</span><span class="o">.</span><span 
class="n">sum</span><span class="p">(</s [...]
+
+    <span class="k">def</span> <span class="nf">merge</span><span 
class="p">(</span><span class="bp">self</span><span class="p">,</span> <span 
class="n">states</span><span class="p">:</span> <span 
class="n">List</span><span class="p">[</span><span class="n">pa</span><span 
class="o">.</span><span class="n">Array</span><span class="p">])</span> <span 
class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="bp">self</span><span class="o">.</span><span 
class="n">_sum</span> <span class="o">=</span> <span class="n">pa</span><span 
class="o">.</span><span class="n">scalar</span><span class="p">(</span><span 
class="bp">self</span><span class="o">.</span><span class="n">_sum</span><span 
class="o">.</span><span class="n">as_py</span><span class="p">()</span> <span 
class="o">+</span> <span class="n">pc</span><span class="o">.</span><span 
class="n">sum</span><span class="p">(</s [...]
+
+    <span class="k">def</span> <span class="nf">evaluate</span><span 
class="p">(</span><span class="bp">self</span><span class="p">)</span> <span 
class="o">-&gt;</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">Scalar</span><span class="p">:</span>
+        <span class="k">return</span> <span class="bp">self</span><span 
class="o">.</span><span class="n">_sum</span>
+
+<span class="k">def</span> <span class="nf">sum_bias_10</span><span 
class="p">()</span> <span class="o">-&gt;</span> <span 
class="n">Summarize</span><span class="p">:</span>
+    <span class="k">return</span> <span class="n">Summarize</span><span 
class="p">(</span><span class="mf">10.0</span><span class="p">)</span>
+
+<span class="n">udaf1</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span 
class="n">Summarize</span><span class="p">,</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span 
class="p">[</span><span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p" [...]
+<span class="n">udaf2</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span 
class="n">sum_bias_10</span><span class="p">,</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span 
class="p">[</span><span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class=" [...]
+<span class="n">udaf3</span> <span class="o">=</span> <span 
class="n">udaf</span><span class="p">(</span><span class="k">lambda</span><span 
class="p">:</span> <span class="n">Summarize</span><span 
class="p">(</span><span class="mf">20.0</span><span class="p">),</span> <span 
class="n">pa</span><span class="o">.</span><span class="n">float64</span><span 
class="p">(),</span> <span class="n">pa</span><span class="o">.</span><span 
class="n">float64</span><span class="p">(),</span> <span class [...]
+</pre></div>
+</div>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/genindex.html b/genindex.html
index c8b3d8e..40d46fc 100644
--- a/genindex.html
+++ b/genindex.html
@@ -956,8 +956,6 @@
       <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.CreateMemoryTable">CreateMemoryTable
 (in module datafusion.expr)</a>
 </li>
       <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.CreateView">CreateView 
(in module datafusion.expr)</a>
-</li>
-      <li><a 
href="autoapi/datafusion/expr/index.html#datafusion.expr.CrossJoin">CrossJoin 
(in module datafusion.expr)</a>
 </li>
       <li><a 
href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.ctx">ctx
 (datafusion.context.SessionContext attribute)</a>
 </li>
diff --git a/objects.inv b/objects.inv
index 7665de3..11d56a9 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/searchindex.js b/searchindex.js
index d4370b5..247994b 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate 
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26, 
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20, 
"arrays"]], "Arrow": [[29, null]], "Attributes": [[3, "attributes"], [5, 
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions": 
[[26, "available-functions"]], "Avro": [[30, null]], "Basic Operations": [[19, 
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate 
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26, 
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20, 
"arrays"]], "Arrow": [[29, null]], "Attributes": [[3, "attributes"], [5, 
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions": 
[[26, "available-functions"]], "Avro": [[30, null]], "Basic Operations": [[19, 
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index 63727ff..28ab42c 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -421,7 +421,7 @@ to form a single summary value. For performing an 
aggregation, DataFusion provid
    <span class="o">...</span><span class="p">:</span>     <span 
class="s2">&quot;pokemon.csv&quot;</span><span class="p">,</span>
    <span class="o">...</span><span class="p">:</span> <span class="p">)</span>
    <span class="o">...</span><span class="p">:</span> 
-<span class="n">Out</span><span class="p">[</span><span 
class="mi">5</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f58ad899390</span><span class="o">&gt;</span><span 
class="p">)</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">5</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f3fae201350</span><span class="o">&gt;</span><span 
class="p">)</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">6</span><span class="p">]:</span> <span class="n">ctx</span> <span 
class="o">=</span> <span class="n">SessionContext</span><span 
class="p">()</span>
 
@@ -467,20 +467,20 @@ For grouping the <code class="code docutils literal 
notranslate"><span class="pr
    <span class="o">....</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">13</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">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>          <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
-<span 
class="o">+----------+-----------+--------------------+-----------+</span>
-<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="mi">145</span>       <span class="o">|</span> 
<span class="mf">66.78571428571429</span>  <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="mi">90</span>        <span class="o">|</span> 
<span class="mf">58.785714285714285</span> <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="mi">140</span>       <span class="o">|</span> 
<span class="mf">98.88888888888889</span>  <span class="o">|</span> <span 
class="mi">45</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fairy</span>    <span 
class="o">|</span> <span class="mi">60</span>        <span class="o">|</span> 
<span class="mf">47.5</span>               <span class="o">|</span> <span 
class="mi">35</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="mi">121</span>       <span class="o">|</span> 
<span class="mf">72.75</span>              <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span>      <span 
class="o">|</span> <span class="mi">95</span>        <span class="o">|</span> 
<span class="mf">90.0</span>               <span class="o">|</span> <span 
class="mi">85</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="mi">80</span>        <span class="o">|</span> 
<span class="mf">54.23076923076923</span>  <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="mi">105</span>       <span class="o">|</span> 
<span class="mf">86.28571428571429</span>  <span class="o">|</span> <span 
class="mi">60</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="mi">115</span>       <span class="o">|</span> 
<span class="mf">67.25806451612904</span>  <span class="o">|</span> <span 
class="mi">15</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="mi">120</span>       <span class="o">|</span> 
<span class="mf">58.125</span>             <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
-<span 
class="o">+----------+-----------+--------------------+-----------+</span>
+<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">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>         <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
+<span class="o">+----------+-----------+-------------------+-----------+</span>
+<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="mi">80</span>        <span class="o">|</span> 
<span class="mf">54.23076923076923</span> <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span> <span class="mi">105</span>       <span class="o">|</span> 
<span class="mf">86.28571428571429</span> <span class="o">|</span> <span 
class="mi">60</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="mi">115</span>       <span class="o">|</span> 
<span class="mf">67.25806451612904</span> <span class="o">|</span> <span 
class="mi">15</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span> <span class="mi">120</span>       <span class="o">|</span> 
<span class="mf">58.125</span>            <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fighting</span> <span 
class="o">|</span> <span class="mi">95</span>        <span class="o">|</span> 
<span class="mf">66.14285714285714</span> <span class="o">|</span> <span 
class="mi">35</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Psychic</span>  <span 
class="o">|</span> <span class="mi">150</span>       <span class="o">|</span> 
<span class="mf">99.25</span>             <span class="o">|</span> <span 
class="mi">42</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Rock</span>     <span 
class="o">|</span> <span class="mi">150</span>       <span class="o">|</span> 
<span class="mf">67.5</span>              <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ghost</span>    <span 
class="o">|</span> <span class="mi">130</span>       <span class="o">|</span> 
<span class="mf">103.75</span>            <span class="o">|</span> <span 
class="mi">80</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Dragon</span>   <span 
class="o">|</span> <span class="mi">80</span>        <span class="o">|</span> 
<span class="mf">66.66666666666667</span> <span class="o">|</span> <span 
class="mi">50</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="mi">121</span>       <span class="o">|</span> 
<span class="mf">72.75</span>             <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
+<span class="o">+----------+-----------+-------------------+-----------+</span>
 </pre></div>
 </div>
 <p>More than one column can be used for grouping</p>
@@ -491,20 +491,20 @@ For grouping the <code class="code docutils literal 
notranslate"><span class="pr
    <span class="o">....</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">14</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">Type</span> <span class="mi">1</span> 
  <span class="o">|</span> <span class="n">Type</span> <span 
class="mi">2</span> <span class="o">|</span> <span class="n">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>          <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
-<span 
class="o">+----------+--------+-----------+--------------------+-----------+</span>
-<span class="o">|</span> <span class="n">Fire</span>     <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">105</span>  
     <span class="o">|</span> <span class="mf">81.8</span>               <span 
class="o">|</span> <span class="mi">60</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">90</span>   
     <span class="o">|</span> <span class="mf">68.05263157894737</span>  <span 
class="o">|</span> <span class="mi">40</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ground</span>   <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">120</span>  
     <span class="o">|</span> <span class="mf">66.66666666666667</span>  <span 
class="o">|</span> <span class="mi">35</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="n">Fairy</span>  <span class="o">|</span> <span 
class="mi">45</span>        <span class="o">|</span> <span 
class="mf">32.5</span>               <span class="o">|</span> <span 
class="mi">20</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fighting</span> <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">95</span>   
     <span class="o">|</span> <span class="mf">66.14285714285714</span>  <span 
class="o">|</span> <span class="mi">35</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Psychic</span>  <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">150</span>  
     <span class="o">|</span> <span class="mf">100.57142857142857</span> <span 
class="o">|</span> <span class="mi">42</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">60</span>   
     <span class="o">|</span> <span class="mf">60.0</span>               <span 
class="o">|</span> <span class="mi">60</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dragon</span>   <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">70</span>   
     <span class="o">|</span> <span class="mf">60.0</span>               <span 
class="o">|</span> <span class="mi">50</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span>        <span class="o">|</span> <span class="mi">85</span>   
     <span class="o">|</span> <span class="mf">53.333333333333336</span> <span 
class="o">|</span> <span class="mi">30</span>        <span class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span>   <span 
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span 
class="mi">121</span>       <span class="o">|</span> <span 
class="mf">83.77777777777777</span>  <span class="o">|</span> <span 
class="mi">56</span>        <span class="o">|</span>
-<span 
class="o">+----------+--------+-----------+--------------------+-----------+</span>
+<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="o">|</span> <span class="n">Max</span> <span 
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span> 
<span class="n">Speed</span>         <span class="o">|</span> <span 
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
+<span 
class="o">+----------+--------+-----------+-------------------+-----------+</span>
+<span class="o">|</span> <span class="n">Grass</span>    <span 
class="o">|</span> <span class="n">Poison</span> <span class="o">|</span> <span 
class="mi">80</span>        <span class="o">|</span> <span 
class="mf">55.0</span>              <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span 
class="mi">105</span>       <span class="o">|</span> <span 
class="mf">93.33333333333333</span> <span class="o">|</span> <span 
class="mi">70</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="n">Ground</span> <span class="o">|</span> <span 
class="mi">85</span>        <span class="o">|</span> <span 
class="mf">80.5</span>              <span class="o">|</span> <span 
class="mi">76</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span>   <span 
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span 
class="mi">90</span>        <span class="o">|</span> <span 
class="mf">72.5</span>              <span class="o">|</span> <span 
class="mi">55</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span>      <span 
class="o">|</span> <span class="n">Grass</span>  <span class="o">|</span> <span 
class="mi">30</span>        <span class="o">|</span> <span 
class="mf">27.5</span>              <span class="o">|</span> <span 
class="mi">25</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span>    <span 
class="o">|</span> <span class="n">Poison</span> <span class="o">|</span> <span 
class="mi">100</span>       <span class="o">|</span> <span 
class="mf">85.0</span>              <span class="o">|</span> <span 
class="mi">70</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="n">Steel</span>  <span class="o">|</span> <span 
class="mi">70</span>        <span class="o">|</span> <span 
class="mf">57.5</span>              <span class="o">|</span> <span 
class="mi">45</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ghost</span>    <span 
class="o">|</span> <span class="n">Poison</span> <span class="o">|</span> <span 
class="mi">130</span>       <span class="o">|</span> <span 
class="mf">103.75</span>            <span class="o">|</span> <span 
class="mi">80</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Psychic</span>  <span 
class="o">|</span> <span class="n">Fairy</span>  <span class="o">|</span> <span 
class="mi">90</span>        <span class="o">|</span> <span 
class="mf">90.0</span>              <span class="o">|</span> <span 
class="mi">90</span>        <span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span 
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span 
class="mi">100</span>       <span class="o">|</span> <span 
class="mf">100.0</span>             <span class="o">|</span> <span 
class="mi">100</span>       <span class="o">|</span>
+<span 
class="o">+----------+--------+-----------+-------------------+-----------+</span>
 </pre></div>
 </div>
 <section id="setting-parameters">
@@ -562,15 +562,15 @@ 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">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">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">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">Electric</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">Steel</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="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">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">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="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="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="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">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="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">Flying</span><span 
class="p">,</span> <span class="n">Ice</span><span class="p">,</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="n">Poison</span><span class="p">,</span> <span 
class="n">Dark</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">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">Flying</span><span 
class="p">,</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">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="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>
 </pre></div>
@@ -585,15 +585,15 @@ 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">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">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">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">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">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="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">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">Ice</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="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">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="n">Flying</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">Rock</span>     <span 
class="o">|</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="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>
 
@@ -604,14 +604,14 @@ entries entirely removed. The second is we can use the 
<code class="docutils lit
 <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">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">Bug</span>      <span 
class="o">|</span> <span class="p">[</span><span class="n">Flying</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="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">Flying</span><span 
class="p">,</span> <span class="n">Steel</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">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">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">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">Flying</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">Psychic</span><span class="p">,</span> <span 
class="n">Dark</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">Flying</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">Psychic</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">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>
 </pre></div>
diff --git a/user-guide/common-operations/basic-info.html 
b/user-guide/common-operations/basic-info.html
index b0e9579..2e857ef 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -389,11 +389,11 @@
 <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">984</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">776</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">468</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">233</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">100</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">248</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">858</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">112</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">230</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">381</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
 </pre></div>
 </div>
@@ -404,8 +404,8 @@
 <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">984</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">776</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">248</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">858</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
 </pre></div>
 </div>
@@ -423,11 +423,11 @@ 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">984</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">776</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">468</span>      <span 
class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">233</span>      <span 
class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">100</span>      <span 
class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">248</span>      <span 
class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">858</span>      <span 
class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">112</span>      <span 
class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">230</span>      <span 
class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">381</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>
@@ -439,11 +439,11 @@ 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">512.2</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">368.10351804893145</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">100.0</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">984.0</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">468.0</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">365.8</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">291.21504082035324</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">112.0</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">858.0</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">248.0</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 453ff65..210b252 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -410,7 +410,7 @@ In here we will cover some of the more popular use cases. 
If you want to view al
    <span class="o">...</span><span class="p">:</span> <span 
class="s2">&quot;pokemon.csv&quot;</span><span class="p">,</span>
    <span class="o">...</span><span class="p">:</span> <span class="p">)</span>
    <span class="o">...</span><span class="p">:</span> 
-<span class="n">Out</span><span class="p">[</span><span 
class="mi">3</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f5894d3a590</span><span class="o">&gt;</span><span 
class="p">)</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">3</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f3fce97abd0</span><span class="o">&gt;</span><span 
class="p">)</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">4</span><span class="p">]:</span> <span class="n">ctx</span> <span 
class="o">=</span> <span class="n">SessionContext</span><span 
class="p">()</span>
 
@@ -484,16 +484,16 @@ 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">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span 
class="mf">30.608767867</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2024</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">10</span><span class="n">T17</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span 
class="mf">01.211869772</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/select-and-filter.html 
b/user-guide/common-operations/select-and-filter.html
index bdd4938..779ef8a 100644
--- a/user-guide/common-operations/select-and-filter.html
+++ b/user-guide/common-operations/select-and-filter.html
@@ -378,7 +378,7 @@
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">3</span><span class="p">]:</span> <span class="n">urllib</span><span 
class="o">.</span><span class="n">request</span><span class="o">.</span><span 
class="n">urlretrieve</span><span class="p">(</span><span 
class="s2">&quot;https://d37ci6vzurychx.cloudfront.net/trip-data/yellow_tripdata_2021-01.parquet&quot;</span><span
 class="p">,</span>
    <span class="o">...</span><span class="p">:</span>                          
  <span class="s2">&quot;yellow_trip_data.parquet&quot;</span><span 
class="p">)</span>
    <span class="o">...</span><span class="p">:</span> 
-<span class="n">Out</span><span class="p">[</span><span 
class="mi">3</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;yellow_trip_data.parquet&#39;</span><span class="p">,</span> 
<span class="o">&lt;</span><span class="n">http</span><span 
class="o">.</span><span class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f5894d59290</span><span class="o">&gt;</span><span 
class="p">)</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">3</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;yellow_trip_data.parquet&#39;</span><span class="p">,</span> 
<span class="o">&lt;</span><span class="n">http</span><span 
class="o">.</span><span class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f3facf42e90</span><span class="o">&gt;</span><span 
class="p">)</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">4</span><span class="p">]:</span> <span class="n">ctx</span> <span 
class="o">=</span> <span class="n">SessionContext</span><span 
class="p">()</span>
 
diff --git a/user-guide/common-operations/windows.html 
b/user-guide/common-operations/windows.html
index a9d4201..490d604 100644
--- a/user-guide/common-operations/windows.html
+++ b/user-guide/common-operations/windows.html
@@ -428,7 +428,7 @@ provides a single value for multiple rows.</p>
    <span class="o">...</span><span class="p">:</span>     <span 
class="s2">&quot;pokemon.csv&quot;</span><span class="p">,</span>
    <span class="o">...</span><span class="p">:</span> <span class="p">)</span>
    <span class="o">...</span><span class="p">:</span> 
-<span class="n">Out</span><span class="p">[</span><span 
class="mi">5</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f5894147e90</span><span class="o">&gt;</span><span 
class="p">)</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">5</span><span class="p">]:</span> <span class="p">(</span><span 
class="s1">&#39;pokemon.csv&#39;</span><span class="p">,</span> <span 
class="o">&lt;</span><span class="n">http</span><span class="o">.</span><span 
class="n">client</span><span class="o">.</span><span 
class="n">HTTPMessage</span> <span class="n">at</span> <span 
class="mh">0x7f3fac155090</span><span class="o">&gt;</span><span 
class="p">)</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">6</span><span class="p">]:</span> <span class="n">ctx</span> <span 
class="o">=</span> <span class="n">SessionContext</span><span 
class="p">()</span>
 
@@ -657,20 +657,20 @@ power in its <code class="docutils literal 
notranslate"><span class="pre">&quot;
    <span class="o">....</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">15</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">Name</span>                  <span 
class="o">|</span> <span class="n">Attack</span> <span class="o">|</span> <span 
class="n">Type</span> <span class="mi">1</span> <span class="o">|</span> <span 
class="n">Average</span> <span class="n">Attack</span>    <span 
class="o">|</span>
-<span 
class="o">+-----------------------+--------+--------+-------------------+</span>
-<span class="o">|</span> <span class="n">Metapod</span>               <span 
class="o">|</span> <span class="mi">20</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Butterfree</span>            <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Weedle</span>                <span 
class="o">|</span> <span class="mi">35</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Kakuna</span>                <span 
class="o">|</span> <span class="mi">25</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Beedrill</span>              <span 
class="o">|</span> <span class="mi">90</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">BeedrillMega</span> <span 
class="n">Beedrill</span> <span class="o">|</span> <span class="mi">150</span>  
  <span class="o">|</span> <span class="n">Bug</span>    <span 
class="o">|</span> <span class="mf">76.42857142857143</span> <span 
class="o">|</span>
-<span class="o">|</span> <span class="n">Paras</span>                 <span 
class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Parasect</span>              <span 
class="o">|</span> <span class="mi">95</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Venonat</span>               <span 
class="o">|</span> <span class="mi">55</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Venomoth</span>              <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="n">Bug</span>    <span class="o">|</span> <span 
class="mf">76.42857142857143</span> <span class="o">|</span>
-<span 
class="o">+-----------------------+--------+--------+-------------------+</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
+<span class="o">|</span> <span class="n">Name</span>                <span 
class="o">|</span> <span class="n">Attack</span> <span class="o">|</span> <span 
class="n">Type</span> <span class="mi">1</span> <span class="o">|</span> <span 
class="n">Average</span> <span class="n">Attack</span> <span class="o">|</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
+<span class="o">|</span> <span class="n">Jynx</span>                <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="n">Ice</span>    <span class="o">|</span> <span 
class="mf">67.5</span>           <span class="o">|</span>
+<span class="o">|</span> <span class="n">Articuno</span>            <span 
class="o">|</span> <span class="mi">85</span>     <span class="o">|</span> 
<span class="n">Ice</span>    <span class="o">|</span> <span 
class="mf">67.5</span>           <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgey</span>              <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgeotto</span>           <span 
class="o">|</span> <span class="mi">60</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Pidgeot</span>             <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">PidgeotMega</span> <span 
class="n">Pidgeot</span> <span class="o">|</span> <span class="mi">80</span>    
 <span class="o">|</span> <span class="n">Normal</span> <span 
class="o">|</span> <span class="mf">70.625</span>         <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Rattata</span>             <span 
class="o">|</span> <span class="mi">56</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Raticate</span>            <span 
class="o">|</span> <span class="mi">81</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Spearow</span>             <span 
class="o">|</span> <span class="mi">60</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fearow</span>              <span 
class="o">|</span> <span class="mi">90</span>     <span class="o">|</span> 
<span class="n">Normal</span> <span class="o">|</span> <span 
class="mf">70.625</span>         <span class="o">|</span>
+<span 
class="o">+---------------------+--------+--------+----------------+</span>
 </pre></div>
 </div>
 </section>
diff --git a/user-guide/io/arrow.html b/user-guide/io/arrow.html
index b8685a8..c016bb6 100644
--- a/user-guide/io/arrow.html
+++ b/user-guide/io/arrow.html
@@ -444,7 +444,7 @@ a time consuming task. That is, you will cause a
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">pyarrow</span><span class="o">.</span><span 
class="n">Table</span>
 <span class="n">c</span><span class="p">:</span> <span class="n">double</span>
-<span class="n">d</span><span class="p">:</span> <span class="n">string</span> 
<span class="ow">not</span> <span class="n">null</span>
+<span class="n">d</span><span class="p">:</span> <span 
class="n">string_view</span> <span class="ow">not</span> <span 
class="n">null</span>
 <span class="o">----</span>
 <span class="n">c</span><span class="p">:</span> <span 
class="p">[[</span><span class="mf">1.5</span><span class="p">,</span><span 
class="mi">3</span><span class="p">,</span><span class="mf">4.5</span><span 
class="p">]]</span>
 <span class="n">d</span><span class="p">:</span> <span 
class="p">[[</span><span class="s2">&quot;df&quot;</span><span 
class="p">,</span><span class="s2">&quot;df&quot;</span><span 
class="p">,</span><span class="s2">&quot;df&quot;</span><span 
class="p">]]</span>


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