(arrow-datafusion-python) branch asf-site updated: Publish built docs triggered by d1a7505a72400d8f69b63dbad6123eccaef58366

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The following commit(s) were added to refs/heads/asf-site by this push:
     new 25daa7d  Publish built docs triggered by 
d1a7505a72400d8f69b63dbad6123eccaef58366
25daa7d is described below

commit 25daa7da27045980b03ab4f60224b24a7c8a1d24
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Sun Nov 19 19:45:58 2023 +0000

    Publish built docs triggered by d1a7505a72400d8f69b63dbad6123eccaef58366
---
 searchindex.js                                     |  2 +-
 user-guide/common-operations/aggregations.html     | 26 +++++-----
 user-guide/common-operations/basic-info.html       | 46 ++++++++---------
 user-guide/common-operations/functions.html        | 50 +++++++++----------
 user-guide/common-operations/joins.html            |  2 +-
 .../common-operations/select-and-filter.html       |  2 +-
 user-guide/common-operations/windows.html          | 58 +++++++++++-----------
 user-guide/introduction.html                       |  2 +-
 8 files changed, 94 insertions(+), 94 deletions(-)

diff --git a/searchindex.js b/searchindex.js
index 9cf3463..3a75baa 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["api", "api/dataframe", "api/execution_context", 
"api/expression", "api/functions", "api/object_store", 
"contributor-guide/introduction", "generated/datafusion.DataFrame", 
"generated/datafusion.Expr", "generated/datafusion.RuntimeConfig", 
"generated/datafusion.SessionConfig", "generated/datafusion.SessionContext", 
"generated/datafusion.functions.functions", 
"generated/datafusion.object_store.object_store", "index", "user-guide/basics", 
"user-guide/common-ope [...]
\ No newline at end of file
+Search.setIndex({"docnames": ["api", "api/dataframe", "api/execution_context", 
"api/expression", "api/functions", "api/object_store", 
"contributor-guide/introduction", "generated/datafusion.DataFrame", 
"generated/datafusion.Expr", "generated/datafusion.RuntimeConfig", 
"generated/datafusion.SessionConfig", "generated/datafusion.SessionContext", 
"generated/datafusion.functions.functions", 
"generated/datafusion.object_store.object_store", "index", "user-guide/basics", 
"user-guide/common-ope [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index b009e4d..14c94be 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -406,7 +406,7 @@ 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">0.5445848230602638</span>       <span 
class="o">|</span> <span class="mf">0.5445848230602638</span>                   
          <span class="o">|</span>
+<span class="o">|</span> <span class="mi">8</span>                          
<span class="o">|</span> <span class="mf">0.590372304131194</span>        <span 
class="o">|</span> <span class="mf">0.590372304131194</span>                    
          <span class="o">|</span>
 <span 
class="o">+----------------------------+--------------------------+------------------------------------------------+</span>
 </pre></div>
 </div>
@@ -418,8 +418,8 @@ the <code class="code docutils literal notranslate"><span 
class="pre">group_by</
 <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">218</span>            <span class="o">|</span> <span 
class="mf">0.9520853247404563</span> <span class="o">|</span> <span 
class="mf">0.09041592858886571</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">158</span>            <span class="o">|</span> <span 
class="mf">0.6187933944929497</span> <span class="o">|</span> <span 
class="mf">0.4852843470155266</span>  <span class="o">|</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> 
<span class="mi">252</span>            <span class="o">|</span> <span 
class="mf">0.9706736713756111</span> <span class="o">|</span> <span 
class="mf">0.18648672407828037</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">168</span>            <span class="o">|</span> <span 
class="mf">0.8774759324625627</span> <span class="o">|</span> <span 
class="mf">0.10675689061337379</span> <span class="o">|</span>
 <span 
class="o">+-----+----------------+--------------------+---------------------+</span>
 </pre></div>
 </div>
@@ -427,16 +427,16 @@ 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">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">foo</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">99</span>             <span class="o">|</span> <span 
class="mf">0.9520853247404563</span> <span class="o">|</span> <span 
class="mf">0.5245726292711931</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">18</span>             <span class="o">|</span> <span 
class="mf">0.4852843470155266</span> <span class="o">|</span> <span 
class="mf">0.4852843470155266</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">110</span>            <span class="o">|</span> <span 
class="mf">0.5198239814602869</span> <span class="o">|</span> <span 
class="mf">0.09041592858886571</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 
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class="mf">0.6187933944929497</span> <span class="o">|</span> <span 
class="mf">0.6187933944929497</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">40</span>             <span class="o">|</span> <span 
class="mf">0.5681400143657029</span> <span class="o">|</span> <span 
class="mf">0.5681400143657029</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">9</span> 
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class="mf">0.6485147185851156</span> <span class="o">|</span> <span 
class="mf">0.6485147185851156</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">foo</span> <span class="o">|</span> 
<span class="n">one</span>   <span class="o">|</span> <span 
class="mi">78</span>             <span class="o">|</span> <span 
class="mf">0.9321593793034524</span>  <span class="o">|</span> <span 
class="mf">0.6443762566250755</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">99</span>             <span class="o">|</span> <span 
class="mf">0.10675689061337379</span> <span class="o">|</span> <span 
class="mf">0.10675689061337379</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">2</span> 
             <span class="o">|</span> <span class="mf">0.590372304131194</span> 
  <span class="o">|</span> <span class="mf">0.590372304131194</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">81</span>             <span class="o">|</span> <span 
class="mf">0.9706736713756111</span>  <span class="o">|</span> <span 
class="mf">0.3018896128345987</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">93</span>             <span class="o">|</span> <span 
class="mf">0.18648672407828037</span> <span class="o">|</span> <span 
class="mf">0.18648672407828037</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">67</span>             <span class="o">|</span> <span 
class="mf">0.8774759324625627</span>  <span class="o">|</span> <span 
class="mf">0.8774759324625627</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 dac1fc7..329efa7 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -390,11 +390,11 @@
 <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">814</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">869</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">527</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">437</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">275</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">390</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">689</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">183</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">1</span>      <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
 <span class="o">+-----+---------+--------+--------+</span>
 </pre></div>
 </div>
@@ -405,8 +405,8 @@
 <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">814</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">869</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">390</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>
 </pre></div>
 </div>
@@ -424,28 +424,28 @@ passing them to an Arrow table, and then converting them 
to a pandas DataFrame.<
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">8</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span 
class="n">to_pandas</span><span class="p">()</span>
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">8</span><span class="p">]:</span> 
    <span class="n">nrs</span>    <span class="n">names</span>  <span 
class="n">random</span> <span class="n">groups</span>
-<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">814</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">869</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
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-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">437</span>      <span 
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-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">275</span>      <span 
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class="n">python</span>     <span class="mi">390</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">689</span>      <span 
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class="n">go</span>       <span class="mi">1</span>      <span 
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 <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>
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">9</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span class="n">describe</span><span 
class="p">()</span>
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
-<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>             <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
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-<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">5.0</span>                <span 
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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">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">584.4</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span class="o">|</span> <span class="n">std</span>        <span 
class="o">|</span> <span class="mf">1.5811388300841898</span> <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">252.22172785071473</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">275.0</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">869.0</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">527.0</span>              <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
+<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>            <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
+<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
+<span class="o">|</span> <span class="n">count</span>      <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="mi">5</span>     <span class="o">|</span> <span 
class="mf">5.0</span>               <span class="o">|</span> <span 
class="mi">5</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">null_count</span> <span 
class="o">|</span> <span class="mf">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">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">296.0</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">259.4802497301095</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">1.0</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">689.0</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">217.0</span>             <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
+<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
 </pre></div>
 </div>
 </section>
diff --git a/user-guide/common-operations/functions.html 
b/user-guide/common-operations/functions.html
index cae40f5..336b0e7 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -411,7 +411,7 @@ 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">0x7f5d3d00d630</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">0x7fe37d5a6380</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>
 
@@ -485,16 +485,16 @@ 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">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">10</span><span class="o">-</span><span 
class="mi">25</span><span class="n">T16</span><span class="p">:</span><span 
class="mi">19</span><span class="p">:</span><span 
class="mf">25.766874872</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2023</span><span 
class="o">-</span><span class="mi">11</span><span class="o">-</span><span 
class="mi">19</span><span class="n">T19</span><span class="p">:</span><span 
class="mi">45</span><span class="p">:</span><span 
class="mf">55.040170974</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
@@ -502,20 +502,20 @@ In here we will cover some of the more popular use cases. 
If you want to view al
 <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">select</span><span 
class="p">(</span><span class="n">f</span><span class="o">.</span><span 
class="n">to_timestamp</span><span class="p">(</span><span 
class="n">col</span><span class="p">(</span><span 
class="s1">&#39;&quot;Total&quot;&#39;</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">timestamp</span>                     
<span class="o">|</span>
-<span class="o">+-------------------------------+</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000318</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000405</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000525</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000625</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000309</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000405</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000534</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000634</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000634</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">00</span><span class="p">:</span><span 
class="mf">00.000000314</span> <span class="o">|</span>
-<span class="o">+-------------------------------+</span>
+<span class="o">+---------------------+</span>
+<span class="o">|</span> <span class="n">timestamp</span>           <span 
class="o">|</span>
+<span class="o">+---------------------+</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">05</span><span class="p">:</span><span class="mi">18</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span class="mi">45</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">08</span><span class="p">:</span><span class="mi">45</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span class="mi">25</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">05</span><span class="p">:</span><span class="mi">09</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">06</span><span class="p">:</span><span class="mi">45</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">08</span><span class="p">:</span><span class="mi">54</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span class="mi">34</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">10</span><span class="p">:</span><span class="mi">34</span> <span 
class="o">|</span>
+<span class="o">|</span> <span class="mi">1970</span><span 
class="o">-</span><span class="mi">01</span><span class="o">-</span><span 
class="mi">01</span><span class="n">T00</span><span class="p">:</span><span 
class="mi">05</span><span class="p">:</span><span class="mi">14</span> <span 
class="o">|</span>
+<span class="o">+---------------------+</span>
 </pre></div>
 </div>
 </section>
diff --git a/user-guide/common-operations/joins.html 
b/user-guide/common-operations/joins.html
index 5abfa16..81ebeca 100644
--- a/user-guide/common-operations/joins.html
+++ b/user-guide/common-operations/joins.html
@@ -493,8 +493,8 @@ omitting duplicates with multiple matches in the right 
table.</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="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="o">|</span> <span class="mi">1</span>           <span 
class="o">|</span> <span class="n">Alice</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="o">+-------------+----------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/select-and-filter.html 
b/user-guide/common-operations/select-and-filter.html
index ffb2100..26257b1 100644
--- a/user-guide/common-operations/select-and-filter.html
+++ b/user-guide/common-operations/select-and-filter.html
@@ -379,7 +379,7 @@
 <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">0x7f5d3d188f40</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">0x7fe37d66fa90</span><span class="o">&gt;</span><span 
class="p">)</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">4</span><span class="p">]:</span> <span class="n">ctx</span> <span 
class="o">=</span> <span class="n">SessionContext</span><span 
class="p">()</span>
 
diff --git a/user-guide/common-operations/windows.html 
b/user-guide/common-operations/windows.html
index b9622f9..69b5040 100644
--- a/user-guide/common-operations/windows.html
+++ b/user-guide/common-operations/windows.html
@@ -386,7 +386,7 @@ 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">0x7f5d3d0b8fa0</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">0x7fe37c4e4790</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>
 
@@ -405,20 +405,20 @@ 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">Dragonite</span>  <span 
class="o">|</span> <span class="mi">134</span>    <span class="o">|</span> 
<span class="mf">134.0</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dragonair</span>  <span 
class="o">|</span> <span class="mi">84</span>     <span class="o">|</span> 
<span class="mf">109.0</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dratini</span>    <span 
class="o">|</span> <span class="mi">64</span>     <span class="o">|</span> 
<span class="mf">94.0</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Clefairy</span>   <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="mf">45.0</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Clefable</span>   <span 
class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> 
<span class="mf">57.5</span>               <span class="o">|</span>
-<span class="o">|</span> <span class="n">Machamp</span>    <span 
class="o">|</span> <span class="mi">130</span>    <span class="o">|</span> 
<span class="mf">130.0</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Hitmonchan</span> <span 
class="o">|</span> <span class="mi">105</span>    <span class="o">|</span> 
<span class="mf">117.5</span>              <span class="o">|</span>
-<span class="o">|</span> <span class="n">Hitmonlee</span>  <span 
class="o">|</span> <span class="mi">120</span>    <span class="o">|</span> 
<span class="mf">118.33333333333333</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Machop</span>     <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="mf">108.75</span>             <span class="o">|</span>
-<span class="o">|</span> <span class="n">Machoke</span>    <span 
class="o">|</span> <span class="mi">100</span>    <span class="o">|</span> 
<span class="mf">107.0</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
@@ -439,20 +439,20 @@ 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">Dratini</span>    <span 
class="o">|</span> <span class="mi">64</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dragonair</span>  <span 
class="o">|</span> <span class="mi">84</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Dragonite</span>  <span 
class="o">|</span> <span class="mi">134</span>    <span class="o">|</span> 
<span class="mi">3</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Clefairy</span>   <span 
class="o">|</span> <span class="mi">45</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Clefable</span>   <span 
class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> 
<span class="mi">2</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Mankey</span>     <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Machop</span>     <span 
class="o">|</span> <span class="mi">80</span>     <span class="o">|</span> 
<span class="mi">1</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Machoke</span>    <span 
class="o">|</span> <span class="mi">100</span>    <span class="o">|</span> 
<span class="mi">3</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Hitmonchan</span> <span 
class="o">|</span> <span class="mi">105</span>    <span class="o">|</span> 
<span class="mi">4</span>    <span class="o">|</span>
-<span class="o">|</span> <span class="n">Primeape</span>   <span 
class="o">|</span> <span class="mi">105</span>    <span class="o">|</span> 
<span class="mi">4</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/introduction.html b/user-guide/introduction.html
index 86820ab..c2146ec 100644
--- a/user-guide/introduction.html
+++ b/user-guide/introduction.html
@@ -391,7 +391,7 @@ DataFusion through various examples and highlight the most 
effective ways of usi
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">1</span><span class="p">]:</span> <span 
class="kn">import</span> <span class="nn">datafusion</span>
 
 <span class="n">In</span> <span class="p">[</span><span 
class="mi">2</span><span class="p">]:</span> <span 
class="n">datafusion</span><span class="o">.</span><span 
class="n">__version__</span>
-<span class="n">Out</span><span class="p">[</span><span 
class="mi">2</span><span class="p">]:</span> <span 
class="s1">&#39;32.0.0&#39;</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">2</span><span class="p">]:</span> <span 
class="s1">&#39;33.0.0&#39;</span>
 </pre></div>
 </div>
 </section>