(datafusion-python) branch asf-staging updated: Publish built docs triggered by 856b31014299f34f1e2191f61273bb40a791c47d

Wed, 15 May 2024 09:40:50 -0700 

This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch asf-staging
in repository https://gitbox.apache.org/repos/asf/datafusion-python.git


The following commit(s) were added to refs/heads/asf-staging by this push:
     new ae96ccc  Publish built docs triggered by 
856b31014299f34f1e2191f61273bb40a791c47d
ae96ccc is described below

commit ae96cccc26c97fbd1c8c7a937f32e8f7345bb5a0
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Wed May 15 16:40:38 2024 +0000

    Publish built docs triggered by 856b31014299f34f1e2191f61273bb40a791c47d
---
 _sources/index.rst.txt                             |   8 +--
 _static/2x_bgwhite_original.png                    | Bin 0 -> 60451 bytes
 _static/DataFusion-Logo-Background-White.png       | Bin 12401 -> 0 bytes
 _static/images/2x_bgwhite_original.png             | Bin 0 -> 60451 bytes
 .../images/DataFusion-Logo-Background-White.png    | Bin 12401 -> 0 bytes
 .../images/DataFusion-Logo-Background-White.svg    |   1 -
 _static/images/DataFusion-Logo-Dark.png            | Bin 20134 -> 0 bytes
 _static/images/DataFusion-Logo-Dark.svg            |   1 -
 _static/images/DataFusion-Logo-Light.png           | Bin 19102 -> 0 bytes
 _static/images/DataFusion-Logo-Light.svg           |   1 -
 _static/images/original.png                        | Bin 0 -> 26337 bytes
 _static/images/original.svg                        |  31 ++++++++++
 _static/images/original2x.png                      | Bin 0 -> 66517 bytes
 api.html                                           |   8 +--
 api/dataframe.html                                 |   8 +--
 api/execution_context.html                         |   8 +--
 api/expression.html                                |   8 +--
 api/functions.html                                 |   8 +--
 api/object_store.html                              |   8 +--
 contributor-guide/introduction.html                |   8 +--
 generated/datafusion.DataFrame.html                |   8 +--
 generated/datafusion.Expr.html                     |   8 +--
 generated/datafusion.RuntimeConfig.html            |   8 +--
 generated/datafusion.SessionConfig.html            |   8 +--
 generated/datafusion.SessionContext.html           |   8 +--
 generated/datafusion.functions.functions.html      |   8 +--
 .../datafusion.object_store.object_store.html      |   8 +--
 genindex.html                                      |   8 +--
 index.html                                         |  10 ++--
 py-modindex.html                                   |   8 +--
 search.html                                        |   8 +--
 searchindex.js                                     |   2 +-
 user-guide/basics.html                             |   8 +--
 user-guide/common-operations/aggregations.html     |  42 ++++++-------
 user-guide/common-operations/basic-info.html       |  42 ++++++-------
 user-guide/common-operations/expressions.html      |   8 +--
 user-guide/common-operations/functions.html        |  30 +++++-----
 user-guide/common-operations/index.html            |   8 +--
 user-guide/common-operations/joins.html            |  10 ++--
 .../common-operations/select-and-filter.html       |  10 ++--
 user-guide/common-operations/udf-and-udfa.html     |   8 +--
 user-guide/common-operations/windows.html          |  66 ++++++++++-----------
 user-guide/configuration.html                      |   8 +--
 user-guide/introduction.html                       |   8 +--
 user-guide/io/avro.html                            |   8 +--
 user-guide/io/csv.html                             |   8 +--
 user-guide/io/index.html                           |   8 +--
 user-guide/io/json.html                            |   8 +--
 user-guide/io/parquet.html                         |   8 +--
 user-guide/sql.html                                |   8 +--
 50 files changed, 257 insertions(+), 229 deletions(-)

diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
index 6cec3a1..16c88e0 100644
--- a/_sources/index.rst.txt
+++ b/_sources/index.rst.txt
@@ -19,7 +19,7 @@
 DataFusion in Python
 ====================
 
-This is a Python library that binds to `Apache Arrow 
<https://arrow.apache.org/>`_ in-memory query engine `DataFusion 
<https://github.com/apache/arrow/tree/master/rust/datafusion>`_.
+This is a Python library that binds to `Apache Arrow 
<https://arrow.apache.org/>`_ in-memory query engine `DataFusion 
<https://github.com/apache/datafusion>`_.
 
 Like pyspark, it allows you to build a plan through SQL or a DataFrame API 
against in-memory data, parquet or CSV files, run it in a multi-threaded 
environment, and obtain the result back in Python.
 
@@ -72,10 +72,10 @@ Example
    :maxdepth: 1
    :caption: LINKS
 
-   Github and Issue Tracker <https://github.com/apache/arrow-datafusion-python>
+   Github and Issue Tracker <https://github.com/apache/datafusion-python>
    Rust's API Docs <https://docs.rs/datafusion/latest/datafusion/>
-   Code of conduct 
<https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md>
-   Examples 
<https://github.com/apache/arrow-datafusion-python/tree/main/examples>
+   Code of conduct 
<https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md>
+   Examples <https://github.com/apache/datafusion-python/tree/main/examples>
 
 .. _toc.guide:
 .. toctree::
diff --git a/_static/2x_bgwhite_original.png b/_static/2x_bgwhite_original.png
new file mode 100644
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b/_static/DataFusion-Logo-Background-White.png
deleted file mode 100644
index 023c237..0000000
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diff --git a/_static/images/2x_bgwhite_original.png 
b/_static/images/2x_bgwhite_original.png
new file mode 100644
index 0000000..abb5fca
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diff --git a/_static/images/DataFusion-Logo-Background-White.png 
b/_static/images/DataFusion-Logo-Background-White.png
deleted file mode 100644
index 023c237..0000000
Binary files a/_static/images/DataFusion-Logo-Background-White.png and 
/dev/null differ
diff --git a/_static/images/DataFusion-Logo-Background-White.svg 
b/_static/images/DataFusion-Logo-Background-White.svg
deleted file mode 100644
index b3bb47c..0000000
--- a/_static/images/DataFusion-Logo-Background-White.svg
+++ /dev/null
@@ -1 +0,0 @@
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fill="white"/><defs><style>.cls-1{fill:none;stroke:#000;stroke-linecap:round;stroke-miterlimit:10;stroke-width:0.75px;stroke-dasharray:0.75
 
3;}.cls-2{fill:#f3971f;}.cls-3{fill:#f29720;}</style></defs><title>DataFUSION-Logo-Dark</title><g
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id="logo"><path class="cls-1" 
d="M257.26,112.82c16,20.72,25.14,36.57,22,39.34"/><path class="c [...]
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diff --git a/_static/images/DataFusion-Logo-Dark.png 
b/_static/images/DataFusion-Logo-Dark.png
deleted file mode 100644
index cc60f12..0000000
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diff --git a/_static/images/DataFusion-Logo-Dark.svg 
b/_static/images/DataFusion-Logo-Dark.svg
deleted file mode 100644
index e16f244..0000000
--- a/_static/images/DataFusion-Logo-Dark.svg
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/_static/images/DataFusion-Logo-Light.png 
b/_static/images/DataFusion-Logo-Light.png
deleted file mode 100644
index 8992213..0000000
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diff --git a/_static/images/DataFusion-Logo-Light.svg 
b/_static/images/DataFusion-Logo-Light.svg
deleted file mode 100644
index b3bef21..0000000
--- a/_static/images/DataFusion-Logo-Light.svg
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/api.html b/api.html
index 94f34f4..f2551d7 100644
--- a/api.html
+++ b/api.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="index.html">
-  <img src="_static/images/DataFusion-Logo-Background-White.png" class="logo" 
alt="logo">
+  <img src="_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/api/dataframe.html b/api/dataframe.html
index 38e50d1..54a15c9 100644
--- a/api/dataframe.html
+++ b/api/dataframe.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/api/execution_context.html b/api/execution_context.html
index 6b76f71..bcc25f7 100644
--- a/api/execution_context.html
+++ b/api/execution_context.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/api/expression.html b/api/expression.html
index 6d1dd25..39c66d4 100644
--- a/api/expression.html
+++ b/api/expression.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/api/functions.html b/api/functions.html
index 328e6aa..4bf9b10 100644
--- a/api/functions.html
+++ b/api/functions.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/api/object_store.html b/api/object_store.html
index 9563b33..be773f5 100644
--- a/api/object_store.html
+++ b/api/object_store.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/contributor-guide/introduction.html 
b/contributor-guide/introduction.html
index da2b1e7..3a238e7 100644
--- a/contributor-guide/introduction.html
+++ b/contributor-guide/introduction.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.DataFrame.html 
b/generated/datafusion.DataFrame.html
index aa6cb27..24ecb7d 100644
--- a/generated/datafusion.DataFrame.html
+++ b/generated/datafusion.DataFrame.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.Expr.html b/generated/datafusion.Expr.html
index 1839618..44241cf 100644
--- a/generated/datafusion.Expr.html
+++ b/generated/datafusion.Expr.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.RuntimeConfig.html 
b/generated/datafusion.RuntimeConfig.html
index bd128e5..8d85be1 100644
--- a/generated/datafusion.RuntimeConfig.html
+++ b/generated/datafusion.RuntimeConfig.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.SessionConfig.html 
b/generated/datafusion.SessionConfig.html
index d23c9a3..810406d 100644
--- a/generated/datafusion.SessionConfig.html
+++ b/generated/datafusion.SessionConfig.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.SessionContext.html 
b/generated/datafusion.SessionContext.html
index 3cc82f4..413d773 100644
--- a/generated/datafusion.SessionContext.html
+++ b/generated/datafusion.SessionContext.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.functions.functions.html 
b/generated/datafusion.functions.functions.html
index 85213c6..e218c37 100644
--- a/generated/datafusion.functions.functions.html
+++ b/generated/datafusion.functions.functions.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/generated/datafusion.object_store.object_store.html 
b/generated/datafusion.object_store.object_store.html
index ecac9cd..463840f 100644
--- a/generated/datafusion.object_store.object_store.html
+++ b/generated/datafusion.object_store.object_store.html
@@ -56,7 +56,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -74,7 +74,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -84,12 +84,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/genindex.html b/genindex.html
index 38e34c6..c37c9bc 100644
--- a/genindex.html
+++ b/genindex.html
@@ -54,7 +54,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="index.html">
-  <img src="_static/images/DataFusion-Logo-Background-White.png" class="logo" 
alt="logo">
+  <img src="_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="search.html" 
method="get">
@@ -72,7 +72,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -82,12 +82,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/index.html b/index.html
index fce35a1..2bea23b 100644
--- a/index.html
+++ b/index.html
@@ -56,7 +56,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="#">
-  <img src="_static/images/DataFusion-Logo-Background-White.png" class="logo" 
alt="logo">
+  <img src="_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="search.html" 
method="get">
@@ -74,7 +74,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -84,12 +84,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -396,7 +396,7 @@
                 
   <section id="datafusion-in-python">
 <h1>DataFusion in Python<a class="headerlink" href="#datafusion-in-python" 
title="Link to this heading">ΒΆ</a></h1>
-<p>This is a Python library that binds to <a class="reference external" 
href="https://arrow.apache.org/";>Apache Arrow</a> in-memory query engine <a 
class="reference external" 
href="https://github.com/apache/arrow/tree/master/rust/datafusion";>DataFusion</a>.</p>
+<p>This is a Python library that binds to <a class="reference external" 
href="https://arrow.apache.org/";>Apache Arrow</a> in-memory query engine <a 
class="reference external" 
href="https://github.com/apache/datafusion";>DataFusion</a>.</p>
 <p>Like pyspark, it allows you to build a plan through SQL or a DataFrame API 
against in-memory data, parquet or CSV files, run it in a multi-threaded 
environment, and obtain the result back in Python.</p>
 <p>It also allows you to use UDFs and UDAFs for complex operations.</p>
 <p>The major advantage of this library over other execution engines is that 
this library achieves zero-copy between Python and its execution engine: there 
is no cost in using UDFs, UDAFs, and collecting the results to Python apart 
from having to lock the GIL when running those operations.</p>
diff --git a/py-modindex.html b/py-modindex.html
index c1072a8..f01ec69 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="index.html">
-  <img src="_static/images/DataFusion-Logo-Background-White.png" class="logo" 
alt="logo">
+  <img src="_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/search.html b/search.html
index 6f89013..0c60080 100644
--- a/search.html
+++ b/search.html
@@ -61,7 +61,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="index.html">
-  <img src="_static/images/DataFusion-Logo-Background-White.png" class="logo" 
alt="logo">
+  <img src="_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="#" method="get">
@@ -79,7 +79,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -89,12 +89,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/searchindex.js b/searchindex.js
index 114e5b9..cd1d2b4 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], 
"Aggregation": [[16, "aggregation"]], "Avro": [[27, "avro"]], "Basic 
Operations": [[17, "basic-operations"]], "Boolean": [[18, "boolean"]], "CSV": 
[[28, "csv"]], "Column": [[18, "column"]], "Column Selections": [[22, 
"column-selections"]], "Common Operations": [[20, "common-operations"]], 
"Concepts": [[15, "concepts"]], "Conditional": [[19, "conditional"]], 
"Configuration": [[25, "configuration"]], "DataFrame": [[1,  [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], 
"Aggregation": [[16, "aggregation"]], "Avro": [[27, "avro"]], "Basic 
Operations": [[17, "basic-operations"]], "Boolean": [[18, "boolean"]], "CSV": 
[[28, "csv"]], "Column": [[18, "column"]], "Column Selections": [[22, 
"column-selections"]], "Common Operations": [[20, "common-operations"]], 
"Concepts": [[15, "concepts"]], "Conditional": [[19, "conditional"]], 
"Configuration": [[25, "configuration"]], "DataFrame": [[1,  [...]
\ No newline at end of file
diff --git a/user-guide/basics.html b/user-guide/basics.html
index 1d3bcc0..048d029 100644
--- a/user-guide/basics.html
+++ b/user-guide/basics.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index 8c99d9a..ca5bd6c 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -417,7 +417,7 @@ For performing an aggregation, DataFusion provides the <a 
class="reference inter
 <span 
class="o">+----------------------------+--------------------------+------------------------------------------------+</span>
 <span class="o">|</span> <span class="n">APPROX_DISTINCT</span><span 
class="p">(</span><span class="n">foo_bar</span><span class="o">.</span><span 
class="n">c</span><span class="p">)</span> <span class="o">|</span> <span 
class="n">APPROX_MEDIAN</span><span class="p">(</span><span 
class="n">foo_bar</span><span class="o">.</span><span class="n">d</span><span 
class="p">)</span> <span class="o">|</span> <span 
class="n">APPROX_PERCENTILE_CONT</span><span class="p">(</span><span 
class="n">foo_ [...]
 <span 
class="o">+----------------------------+--------------------------+------------------------------------------------+</span>
-<span class="o">|</span> <span class="mi">8</span>                          
<span class="o">|</span> <span class="mf">0.12454804712703138</span>      <span 
class="o">|</span> <span class="mf">0.12454804712703138</span>                  
          <span class="o">|</span>
+<span class="o">|</span> <span class="mi">8</span>                          
<span class="o">|</span> <span class="mf">0.6237146774429712</span>       <span 
class="o">|</span> <span class="mf">0.6237146774429712</span>                   
          <span class="o">|</span>
 <span 
class="o">+----------------------------+--------------------------+------------------------------------------------+</span>
 </pre></div>
 </div>
@@ -426,28 +426,28 @@ the <code class="code docutils literal notranslate"><span 
class="pre">group_by</
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">12</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span 
class="n">aggregate</span><span class="p">([</span><span 
class="n">col_a</span><span class="p">],</span> <span class="p">[</span><span 
class="n">f</span><span class="o">.</span><span class="n">sum</span><span 
class="p">(</span><span class="n">col_c</s [...]
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">12</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">a</span>   <span class="o">|</span> 
<span class="n">SUM</span><span class="p">(</span><span 
class="n">foo_bar</span><span class="o">.</span><span class="n">c</span><span 
class="p">)</span> <span class="o">|</span> <span class="n">MAX</span><span 
class="p">(</span><span class="n">foo_bar</span><span class="o">.</span><span 
class="n">d</span><span class="p">)</span>     <span class="o">|</span> <span 
class="n">MIN</span><span class="p">(</span><span [...]
-<span 
class="o">+-----+----------------+--------------------+---------------------+</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">192</span>            <span class="o">|</span> <span 
class="mf">0.6859573137679381</span> <span class="o">|</span> <span 
class="mf">0.09864899565174956</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="mi">139</span>            <span class="o">|</span> <span 
class="mf">0.5653422323258617</span> <span class="o">|</span> <span 
class="mf">0.10458581482176654</span> <span class="o">|</span>
-<span 
class="o">+-----+----------------+--------------------+---------------------+</span>
+<span 
class="o">+-----+----------------+--------------------+--------------------+</span>
+<span class="o">|</span> <span class="n">a</span>   <span class="o">|</span> 
<span class="n">SUM</span><span class="p">(</span><span 
class="n">foo_bar</span><span class="o">.</span><span class="n">c</span><span 
class="p">)</span> <span class="o">|</span> <span class="n">MAX</span><span 
class="p">(</span><span class="n">foo_bar</span><span class="o">.</span><span 
class="n">d</span><span class="p">)</span>     <span class="o">|</span> <span 
class="n">MIN</span><span class="p">(</span><span [...]
+<span 
class="o">+-----+----------------+--------------------+--------------------+</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="mi">171</span>            <span class="o">|</span> <span 
class="mf">0.7031353710856219</span> <span class="o">|</span> <span 
class="mf">0.2055432498941575</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">202</span>            <span class="o">|</span> <span 
class="mf">0.9496936600936599</span> <span class="o">|</span> <span 
class="mf">0.0212909511750331</span> <span class="o">|</span>
+<span 
class="o">+-----+----------------+--------------------+--------------------+</span>
 </pre></div>
 </div>
 <p>More than one column can be used for grouping</p>
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">13</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span 
class="n">aggregate</span><span class="p">([</span><span 
class="n">col_a</span><span class="p">,</span> <span 
class="n">col_b</span><span class="p">],</span> <span class="p">[</span><span 
class="n">f</span><span class="o">.</span><span class="n">sum</ [...]
 <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">a</span>   <span class="o">|</span> 
<span class="n">b</span>     <span class="o">|</span> <span 
class="n">SUM</span><span class="p">(</span><span class="n">foo_bar</span><span 
class="o">.</span><span class="n">c</span><span class="p">)</span> <span 
class="o">|</span> <span class="n">MAX</span><span class="p">(</span><span 
class="n">foo_bar</span><span class="o">.</span><span class="n">d</span><span 
class="p">)</span>      <span class="o">|</span>  [...]
-<span 
class="o">+-----+-------+----------------+---------------------+---------------------+</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">56</span>             <span class="o">|</span> <span 
class="mf">0.09864899565174956</span> <span class="o">|</span> <span 
class="mf">0.09864899565174956</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">three</span> <span class="o">|</span> <span 
class="mi">38</span>             <span class="o">|</span> <span 
class="mf">0.12107244325746036</span> <span class="o">|</span> <span 
class="mf">0.12107244325746036</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">two</span>   <span class="o">|</span> <span 
class="mi">98</span>             <span class="o">|</span> <span 
class="mf">0.6859573137679381</span>  <span class="o">|</span> <span 
class="mf">0.6859573137679381</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">72</span>             <span class="o">|</span> <span 
class="mf">0.16853983064582434</span> <span class="o">|</span> <span 
class="mf">0.10458581482176654</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">two</span>   <span class="o">|</span> <span 
class="mi">52</span>             <span class="o">|</span> <span 
class="mf">0.5653422323258617</span>  <span class="o">|</span> <span 
class="mf">0.12454804712703138</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">three</span> <span class="o">|</span> <span 
class="mi">15</span>             <span class="o">|</span> <span 
class="mf">0.4714008198104612</span>  <span class="o">|</span> <span 
class="mf">0.4714008198104612</span>  <span class="o">|</span>
-<span 
class="o">+-----+-------+----------------+---------------------+---------------------+</span>
+<span 
class="o">+-----+-------+----------------+--------------------+---------------------+</span>
+<span class="o">|</span> <span class="n">a</span>   <span class="o">|</span> 
<span class="n">b</span>     <span class="o">|</span> <span 
class="n">SUM</span><span class="p">(</span><span class="n">foo_bar</span><span 
class="o">.</span><span class="n">c</span><span class="p">)</span> <span 
class="o">|</span> <span class="n">MAX</span><span class="p">(</span><span 
class="n">foo_bar</span><span class="o">.</span><span class="n">d</span><span 
class="p">)</span>     <span class="o">|</span> < [...]
+<span 
class="o">+-----+-------+----------------+--------------------+---------------------+</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">three</span> <span class="o">|</span> <span 
class="mi">18</span>             <span class="o">|</span> <span 
class="mf">0.0212909511750331</span> <span class="o">|</span> <span 
class="mf">0.0212909511750331</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">two</span>   <span class="o">|</span> <span 
class="mi">93</span>             <span class="o">|</span> <span 
class="mf">0.9496936600936599</span> <span class="o">|</span> <span 
class="mf">0.9496936600936599</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">91</span>             <span class="o">|</span> <span 
class="mf">0.5876540556195368</span> <span class="o">|</span> <span 
class="mf">0.5876540556195368</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">66</span>             <span class="o">|</span> <span 
class="mf">0.6389232948118541</span> <span class="o">|</span> <span 
class="mf">0.28847529062251487</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">two</span>   <span class="o">|</span> <span 
class="mi">46</span>             <span class="o">|</span> <span 
class="mf">0.7031353710856219</span> <span class="o">|</span> <span 
class="mf">0.2055432498941575</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="n">three</span> <span class="o">|</span> <span 
class="mi">59</span>             <span class="o">|</span> <span 
class="mf">0.6365319872410505</span> <span class="o">|</span> <span 
class="mf">0.6365319872410505</span>  <span class="o">|</span>
+<span 
class="o">+-----+-------+----------------+--------------------+---------------------+</span>
 </pre></div>
 </div>
 </section>
diff --git a/user-guide/common-operations/basic-info.html 
b/user-guide/common-operations/basic-info.html
index 0a5c792..d6ea5fd 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -401,11 +401,11 @@
 <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">586</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">217</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">111</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">491</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">565</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">211</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">391</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">406</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">156</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">47</span>     <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
 </pre></div>
 </div>
@@ -416,8 +416,8 @@
 <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">586</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">217</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">211</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">391</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
 </pre></div>
 </div>
@@ -435,11 +435,11 @@ 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">586</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">217</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">111</span>      <span 
class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">491</span>      <span 
class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">565</span>      <span 
class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">211</span>      <span 
class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">391</span>      <span 
class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">406</span>      <span 
class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">156</span>      <span 
class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>      <span class="mi">47</span>      <span 
class="n">B</span>
 </pre></div>
 </div>
 <p><a class="reference internal" 
href="../../generated/datafusion.DataFrame.html#datafusion.DataFrame.describe" 
title="datafusion.DataFrame.describe"><code class="xref py py-meth docutils 
literal notranslate"><span class="pre">DataFrame.describe()</span></code></a> 
shows a quick statistic summary of your data:</p>
@@ -451,11 +451,11 @@ 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">394.0</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span class="o">|</span> <span class="n">std</span>        <span 
class="o">|</span> <span class="mf">1.5811388300841898</span> <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">216.17816726024856</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">111.0</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">586.0</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">491.0</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">242.2</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">154.49822005447183</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">47.0</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">406.0</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">211.0</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/expressions.html 
b/user-guide/common-operations/expressions.html
index 955ec42..acee746 100644
--- a/user-guide/common-operations/expressions.html
+++ b/user-guide/common-operations/expressions.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/common-operations/functions.html 
b/user-guide/common-operations/functions.html
index ba051bd..d24a1a5 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -422,7 +422,7 @@ 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">0x7f40d9f15d90</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">0x7f2508f00290</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>
 
@@ -496,16 +496,16 @@ 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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T14</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">31.903114248</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</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">05</span><span class="o">-</span><span 
class="mi">15</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">40</span><span class="p">:</span><span 
class="mf">35.302489298</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/index.html 
b/user-guide/common-operations/index.html
index 96a21e6..78422bb 100644
--- a/user-guide/common-operations/index.html
+++ b/user-guide/common-operations/index.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/common-operations/joins.html 
b/user-guide/common-operations/joins.html
index 94bae49..7227376 100644
--- a/user-guide/common-operations/joins.html
+++ b/user-guide/common-operations/joins.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -486,8 +486,8 @@ is no match. Unmatched rows will have null values.</p>
 <span class="o">+-------------+----------+----+-----------+</span>
 <span class="o">|</span> <span class="n">customer_id</span> <span 
class="o">|</span> <span class="n">customer</span> <span class="o">|</span> 
<span class="nb">id</span> <span class="o">|</span> <span class="n">name</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">Alice</span>    <span class="o">|</span> 
<span class="mi">1</span>  <span class="o">|</span> <span 
class="n">CityCabs</span>  <span class="o">|</span>
 <span class="o">|</span>             <span class="o">|</span>          <span 
class="o">|</span> <span class="mi">5</span>  <span class="o">|</span> <span 
class="n">UrbanGo</span>   <span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span>           <span 
class="o">|</span> <span class="n">Alice</span>    <span class="o">|</span> 
<span class="mi">1</span>  <span class="o">|</span> <span 
class="n">CityCabs</span>  <span class="o">|</span>
 <span class="o">|</span> <span class="mi">2</span>           <span 
class="o">|</span> <span class="n">Bob</span>      <span class="o">|</span> 
<span class="mi">2</span>  <span class="o">|</span> <span 
class="n">MetroRide</span> <span class="o">|</span>
 <span class="o">|</span> <span class="mi">3</span>           <span 
class="o">|</span> <span class="n">Charlie</span>  <span class="o">|</span>    
<span class="o">|</span>           <span class="o">|</span>
 <span class="o">+-------------+----------+----+-----------+</span>
diff --git a/user-guide/common-operations/select-and-filter.html 
b/user-guide/common-operations/select-and-filter.html
index 93445f7..8694349 100644
--- a/user-guide/common-operations/select-and-filter.html
+++ b/user-guide/common-operations/select-and-filter.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -390,7 +390,7 @@
 <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">0x7f40d0f42f10</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">0x7f2508f96e90</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/udf-and-udfa.html 
b/user-guide/common-operations/udf-and-udfa.html
index f1950c6..f9c1424 100644
--- a/user-guide/common-operations/udf-and-udfa.html
+++ b/user-guide/common-operations/udf-and-udfa.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/common-operations/windows.html 
b/user-guide/common-operations/windows.html
index c1749d2..4006fe1 100644
--- a/user-guide/common-operations/windows.html
+++ b/user-guide/common-operations/windows.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
@@ -397,7 +397,7 @@ produce a result for each individual row, unlike an 
aggregate function that prov
    <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">0x7f40d0fa2410</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">0x7f2508f99950</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>
 
@@ -416,20 +416,20 @@ produce a result for each individual row, unlike an 
aggregate function that prov
    <span class="o">...</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">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">Average</span> <span class="n">Attack</span>     <span 
class="o">|</span>
-<span class="o">+-------------------+--------+--------------------+</span>
-<span class="o">|</span> <span class="n">Gastly</span>            <span 
class="o">|</span> <span class="mi">35</span>     <span class="o">|</span> 
<span class="mf">35.0</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">GengarMega</span> <span 
class="n">Gengar</span> <span class="o">|</span> <span class="mi">65</span>     
<span class="o">|</span> <span class="mf">50.0</span>               <span 
class="o">|</span>
-<span class="o">|</span> <span class="n">Gengar</span>            <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="mf">55.0</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Haunter</span>           <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="mf">53.75</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dodrio</span>            <span 
class="o">|</span> <span class="mi">110</span>    <span class="o">|</span> 
<span class="mf">110.0</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Chansey</span>           <span 
class="o">|</span> <span class="mi">5</span>      <span class="o">|</span> 
<span class="mf">57.5</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="mf">58.333333333333336</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="mf">66.25</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Jigglypuff</span>        <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="mf">62.0</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Wigglytuff</span>        <span 
class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> 
<span class="mf">63.333333333333336</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">Average</span> <span class="n">Attack</span>     <span 
class="o">|</span>
+<span class="o">+-----------------------+--------+--------------------+</span>
+<span class="o">|</span> <span class="n">Exeggcute</span>             <span 
class="o">|</span> <span class="mi">40</span>     <span class="o">|</span> 
<span class="mf">40.0</span>               <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ivysaur</span>               <span 
class="o">|</span> <span class="mi">62</span>     <span class="o">|</span> 
<span class="mf">51.0</span>               <span class="o">|</span>
+<span class="o">|</span> <span class="n">Venusaur</span>              <span 
class="o">|</span> <span class="mi">82</span>     <span class="o">|</span> 
<span class="mf">61.333333333333336</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">VenusaurMega</span> <span 
class="n">Venusaur</span> <span class="o">|</span> <span class="mi">100</span>  
  <span class="o">|</span> <span class="mf">71.0</span>               <span 
class="o">|</span>
+<span class="o">|</span> <span class="n">Tangela</span>               <span 
class="o">|</span> <span class="mi">55</span>     <span class="o">|</span> 
<span class="mf">67.8</span>               <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bellsprout</span>            <span 
class="o">|</span> <span class="mi">75</span>     <span class="o">|</span> 
<span class="mf">69.0</span>               <span class="o">|</span>
+<span class="o">|</span> <span class="n">Vileplume</span>             <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="mf">70.57142857142857</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">Gloom</span>                 <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="mf">69.875</span>             <span class="o">|</span>
+<span class="o">|</span> <span class="n">Bulbasaur</span>             <span 
class="o">|</span> <span class="mi">49</span>     <span class="o">|</span> 
<span class="mf">67.55555555555556</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">Oddish</span>                <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="mf">65.8</span>               <span class="o">|</span>
+<span class="o">+-----------------------+--------+--------------------+</span>
 </pre></div>
 </div>
 <p>You can also control the order in which rows are processed by window 
functions by providing
@@ -450,20 +450,20 @@ a list of <a class="reference internal" 
href="../../generated/datafusion.functio
    <span class="o">...</span><span class="p">:</span> 
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span class="o">+------------+--------+------+</span>
-<span class="o">|</span> <span class="n">Name</span>       <span 
class="o">|</span> <span class="n">Attack</span> <span class="o">|</span> <span 
class="n">rank</span> <span class="o">|</span>
-<span class="o">+------------+--------+------+</span>
-<span class="o">|</span> <span class="n">Exeggcute</span>  <span 
class="o">|</span> <span class="mi">40</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Bulbasaur</span>  <span 
class="o">|</span> <span class="mi">49</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Oddish</span>     <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="mi">3</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Tangela</span>    <span 
class="o">|</span> <span class="mi">55</span>     <span class="o">|</span> 
<span class="mi">4</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ivysaur</span>    <span 
class="o">|</span> <span class="mi">62</span>     <span class="o">|</span> 
<span class="mi">5</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Gloom</span>      <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="mi">6</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Bellsprout</span> <span 
class="o">|</span> <span class="mi">75</span>     <span class="o">|</span> 
<span class="mi">7</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Vileplume</span>  <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="mi">8</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Venusaur</span>   <span 
class="o">|</span> <span class="mi">82</span>     <span class="o">|</span> 
<span class="mi">9</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Weepinbell</span> <span 
class="o">|</span> <span class="mi">90</span>     <span class="o">|</span> 
<span class="mi">10</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">rank</span> <span class="o">|</span>
+<span class="o">+-------------------+--------+------+</span>
+<span class="o">|</span> <span class="n">Gastly</span>            <span 
class="o">|</span> <span class="mi">35</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Haunter</span>           <span 
class="o">|</span> <span class="mi">50</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">GengarMega</span> <span 
class="n">Gengar</span> <span class="o">|</span> <span class="mi">65</span>     
<span class="o">|</span> <span class="mi">3</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Gengar</span>            <span 
class="o">|</span> <span class="mi">65</span>     <span class="o">|</span> 
<span class="mi">3</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Chansey</span>           <span 
class="o">|</span> <span class="mi">5</span>      <span class="o">|</span> 
<span class="mi">1</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="mi">2</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Jigglypuff</span>        <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Meowth</span>            <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Ditto</span>             <span 
class="o">|</span> <span class="mi">48</span>     <span class="o">|</span> 
<span class="mi">5</span>    <span class="o">|</span>
+<span class="o">|</span> <span class="n">Eevee</span>             <span 
class="o">|</span> <span class="mi">55</span>     <span class="o">|</span> 
<span class="mi">6</span>    <span class="o">|</span>
+<span class="o">+-------------------+--------+------+</span>
 </pre></div>
 </div>
 <p>The possible window functions are:</p>
diff --git a/user-guide/configuration.html b/user-guide/configuration.html
index 0673231..ce840a7 100644
--- a/user-guide/configuration.html
+++ b/user-guide/configuration.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/introduction.html b/user-guide/introduction.html
index 71797b2..e8ee488 100644
--- a/user-guide/introduction.html
+++ b/user-guide/introduction.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/io/avro.html b/user-guide/io/avro.html
index cf3186f..6f5d25a 100644
--- a/user-guide/io/avro.html
+++ b/user-guide/io/avro.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/io/csv.html b/user-guide/io/csv.html
index c716865..2e8f437 100644
--- a/user-guide/io/csv.html
+++ b/user-guide/io/csv.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/io/index.html b/user-guide/io/index.html
index 0fc0c83..84fa64e 100644
--- a/user-guide/io/index.html
+++ b/user-guide/io/index.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/io/json.html b/user-guide/io/json.html
index 19d4d38..68bb310 100644
--- a/user-guide/io/json.html
+++ b/user-guide/io/json.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/io/parquet.html b/user-guide/io/parquet.html
index e74078b..2fb0c44 100644
--- a/user-guide/io/parquet.html
+++ b/user-guide/io/parquet.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../../index.html">
-  <img src="../../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../../_static/images/2x_bgwhite_original.png" class="logo" 
alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>
diff --git a/user-guide/sql.html b/user-guide/sql.html
index d15cf79..fe7a544 100644
--- a/user-guide/sql.html
+++ b/user-guide/sql.html
@@ -57,7 +57,7 @@
             <div class="col-12 col-md-3 bd-sidebar">
               <div class="sidebar-start-items">
 <a class="navbar-brand" href="../index.html">
-  <img src="../_static/images/DataFusion-Logo-Background-White.png" 
class="logo" alt="logo">
+  <img src="../_static/images/2x_bgwhite_original.png" class="logo" alt="logo">
 </a>
 
 <form class="bd-search d-flex align-items-center" action="../search.html" 
method="get">
@@ -75,7 +75,7 @@
 </p>
 <ul class="nav bd-sidenav">
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python";>
    Github and Issue Tracker
   </a>
  </li>
@@ -85,12 +85,12 @@
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion/blob/main/CODE_OF_CONDUCT.md";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion/blob/main/CODE_OF_CONDUCT.md";>
    Code of conduct
   </a>
  </li>
  <li class="toctree-l1">
-  <a class="reference external" 
href="https://github.com/apache/arrow-datafusion-python/tree/main/examples";>
+  <a class="reference external" 
href="https://github.com/apache/datafusion-python/tree/main/examples";>
    Examples
   </a>
  </li>


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