(datafusion-python) branch asf-staging updated: Publish built docs triggered by b5446efbc2e50fb017454173f6b11e4fad53fe5a

github-bot Fri, 14 Jun 2024 11:23:11 -0700

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The following commit(s) were added to refs/heads/asf-staging by this push:
     new 22f1fd4  Publish built docs triggered by 
b5446efbc2e50fb017454173f6b11e4fad53fe5a
22f1fd4 is described below

commit 22f1fd451d1a25210baafb6d92cb0f9bf51f4446
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Fri Jun 14 18:22:56 2024 +0000

    Publish built docs triggered by b5446efbc2e50fb017454173f6b11e4fad53fe5a
---
 .../user-guide/common-operations/functions.rst.txt |  3 +-
 generated/datafusion.functions.functions.html      | 34 +++++++-------
 searchindex.js                                     |  2 +-
 user-guide/common-operations/aggregations.html     | 34 +++++++-------
 user-guide/common-operations/basic-info.html       | 46 +++++++++----------
 user-guide/common-operations/functions.html        | 53 +++++++++++-----------
 user-guide/common-operations/joins.html            |  4 +-
 .../common-operations/select-and-filter.html       |  2 +-
 user-guide/common-operations/windows.html          |  2 +-
 user-guide/introduction.html                       |  2 +-
 10 files changed, 92 insertions(+), 90 deletions(-)

diff --git a/_sources/user-guide/common-operations/functions.rst.txt 
b/_sources/user-guide/common-operations/functions.rst.txt
index 50b4930..d793314 100644
--- a/_sources/user-guide/common-operations/functions.rst.txt
+++ b/_sources/user-guide/common-operations/functions.rst.txt
@@ -92,12 +92,13 @@ DataFusion offers a range of helpful options.
         f.left(col('"Name"'), literal(4)).alias("code")
     )
 
-This also includes the functions for regular expressions like 
:func:`.regexp_match`
+This also includes the functions for regular expressions like 
:func:`.regexp_replace` and :func:`.regexp_match`
 
 .. ipython:: python
 
     df.select(
         f.regexp_match(col('"Name"'), literal("Char")).alias("dragons"),
+        f.regexp_replace(col('"Name"'), literal("saur"), 
literal("fleur")).alias("flowers")
     )
 
 
diff --git a/generated/datafusion.functions.functions.html 
b/generated/datafusion.functions.functions.html
index c4470c4..c532aac 100644
--- a/generated/datafusion.functions.functions.html
+++ b/generated/datafusion.functions.functions.html
@@ -2494,7 +2494,7 @@
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.array_slice">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">array_slice</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">array</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">begin</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em 
class="sig-param"><span class="n"> [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">array_slice</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">array</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">begin</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em 
class="sig-param"><span class="n"> [...]
 <dd></dd></dl>
 
 <dl class="py function">
@@ -2685,17 +2685,17 @@ Other NULL arguments are ignored.</p>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.covar">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">x</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.covar" title="Link to 
this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.covar_pop">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar_pop</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value" [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar_pop</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">x</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.covar_pop" title="Link 
to this definit [...]
 <dd></dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.covar_samp">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar_samp</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span> [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">covar_samp</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span 
class="pre">x</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.covar_samp" 
title="Link to this defin [...]
 <dd></dd></dl>
 
 <dl class="py function">
@@ -2783,7 +2783,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.first_value">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">first_value</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_valu [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">first_value</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_valu [...]
 <dd></dd></dl>
 
 <dl class="py function">
@@ -2840,7 +2840,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.last_value">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">last_value</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">last_value</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value [...]
 <dd></dd></dl>
 
 <dl class="py function">
@@ -2999,7 +2999,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.list_slice">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">list_slice</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">array</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">begin</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em 
class="sig-param"><span class="n">< [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">list_slice</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">array</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">begin</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em 
class="sig-param"><span class="n">< [...]
 <dd></dd></dl>
 
 <dl class="py function">
@@ -3079,7 +3079,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.median">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">median</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value"><s [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">median</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">arg</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.median" title="Link to 
this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py function">
@@ -3111,7 +3111,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.octet_length">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">octet_length</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.octet_length" 
title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">octet_length</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">args</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.octet_length" 
title="Link to this definition">¶</a></dt>
 <dd><p>Returns number of bytes in the string. Since this version of the 
function accepts type character directly, it will not strip trailing spaces.</p>
 </dd></dl>
 
@@ -3157,13 +3157,12 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.regexp_match">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">regexp_match</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">input_arg1</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">input_arg2</span></span></em><span 
class="sig-paren">)</span><a class="headerlink" 
href="#datafusion.functions.functions.regexp_match" tit [...]
-<dd><p>$FUNC</p>
-</dd></dl>
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">regexp_match</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">values</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">regex</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">flags</span></span><span 
class="o"><span class="pre">=</span [...]
+<dd></dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" 
id="datafusion.functions.functions.regexp_replace">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">regexp_replace</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">arg1</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">arg2</span></span></em>, <em 
class="sig-param"><span class="n"><span class="pre">arg3</span></span></em>, 
<em class="sig-param"><span class="n [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">regexp_replace</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">string</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">pattern</span></span></em>, <em 
class="sig-param"><span class="n"><span 
class="pre">replacement</span></span></em>, <em class="sig-param"><s [...]
 <dd><p>Replaces substring(s) matching a POSIX regular expression.</p>
 </dd></dl>
 
@@ -3354,7 +3353,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.sum">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">sum</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value"><span [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">sum</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">args</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.sum" title="Link to 
this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py function">
@@ -3425,8 +3424,9 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.var">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">var</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value"><span [...]
-<dd></dd></dl>
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">var</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">y</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.var" title="Link to 
this definition">¶</a></dt>
+<dd><p>Alias for [<cite>var_samp</cite>]</p>
+</dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.var_pop">
@@ -3435,7 +3435,7 @@ Standard algorithms are md5, sha224, sha256, sha384, 
sha512, blake2s, blake2b, a
 
 <dl class="py function">
 <dt class="sig sig-object py" id="datafusion.functions.functions.var_samp">
-<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">var_samp</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="o"><span 
class="pre">*</span></span><span class="n"><span 
class="pre">args</span></span></em>, <em class="sig-param"><span 
class="n"><span class="pre">distinct</span></span><span class="o"><span 
class="pre">=</span></span><span class="default_value"> [...]
+<span class="sig-prename descclassname"><span 
class="pre">datafusion.functions.functions.</span></span><span class="sig-name 
descname"><span class="pre">var_samp</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">expression</span></span></em><span class="sig-paren">)</span><a 
class="headerlink" href="#datafusion.functions.functions.var_samp" title="Link 
to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py function">
diff --git a/searchindex.js b/searchindex.js
index 3bab681..d7f315d 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/common-operations/aggregations.html 
b/user-guide/common-operations/aggregations.html
index 66774d2..d0230a1 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -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">0.5660744783088604</span>       <span 
class="o">|</span> <span class="mf">0.5660744783088604</span>                   
          <span class="o">|</span>
+<span class="o">|</span> <span class="mi">8</span>                          
<span class="o">|</span> <span class="mf">0.6545155402306577</span>       <span 
class="o">|</span> <span class="mf">0.6545155402306577</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">foo</span> <span class="o">|</span> 
<span class="mi">118</span>            <span class="o">|</span> <span 
class="mf">0.8543797584659883</span> <span class="o">|</span> <span 
class="mf">0.045918357299230106</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">116</span>            <span class="o">|</span> <span 
class="mf">0.9689960733771623</span> <span class="o">|</span> <span 
class="mf">0.5370838823890727</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">280</span>            <span class="o">|</span> <span 
class="mf">0.9373607609626144</span> <span class="o">|</span> <span 
class="mf">0.3158034080471108</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> 
<span class="mi">129</span>            <span class="o">|</span> <span 
class="mf">0.6683850333293996</span> <span class="o">|</span> <span 
class="mf">0.3471982589372381</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">three</span> <span class="o">|</span> <span 
class="mi">82</span>             <span class="o">|</span> <span 
class="mf">0.9689960733771623</span> <span class="o">|</span> <span 
class="mf">0.9689960733771623</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">14</span>             <span class="o">|</span> <span 
class="mf">0.8053787278923542</span> <span class="o">|</span> <span 
class="mf">0.8053787278923542</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">5</span> 
             <span class="o">|</span> <span class="mf">0.590508782702847</span> 
 <span class="o">|</span> <span class="mf">0.4928741559340434</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">16</span>             <span class="o">|</span> <span 
class="mf">0.5660744783088604</span> <span class="o">|</span> <span 
class="mf">0.5660744783088604</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">99</span>             <span class="o">|</span> <span 
class="mf">0.8543797584659883</span> <span class="o">|</span> <span 
class="mf">0.045918357299230106</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">18</span>             <span class="o">|</span> <span 
class="mf">0.5370838823890727</span> <span class="o">|</span> <span 
class="mf">0.5370838823890727</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">36</span>             <span class="o">|</span> <span 
class="mf">0.3471982589372381</span> <span class="o">|</span> <span 
class="mf">0.3471982589372381</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">42</span>             <span class="o">|</span> <span 
class="mf">0.5449249391065993</span> <span class="o">|</span> <span 
class="mf">0.5449249391065993</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">73</span>             <span class="o">|</span> <span 
class="mf">0.9373607609626144</span> <span class="o">|</span> <span 
class="mf">0.3158034080471108</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">64</span>             <span class="o">|</span> <span 
class="mf">0.6683850333293996</span> <span class="o">|</span> <span 
class="mf">0.6683850333293996</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">165</span>            <span class="o">|</span> <span 
class="mf">0.8576169392988804</span> <span class="o">|</span> <span 
class="mf">0.6445302764874814</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">29</span>             <span class="o">|</span> <span 
class="mf">0.6604792294411372</span> <span class="o">|</span> <span 
class="mf">0.6604792294411372</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 842f235..a645c84 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -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">97</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">130</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">665</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">667</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">281</span>    <span class="o">|</span> <span class="n">B</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span>  <span class="o">|</span> <span 
class="mi">248</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>    <span class="o">|</span> <span 
class="mi">308</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">1</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">440</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">514</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">97</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">130</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">1</span>   <span class="o">|</span> 
<span class="n">python</span> <span class="o">|</span> <span 
class="mi">248</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
+<span class="o">|</span> <span class="mi">2</span>   <span class="o">|</span> 
<span class="n">ruby</span>   <span class="o">|</span> <span 
class="mi">308</span>    <span class="o">|</span> <span class="n">A</span>      
<span class="o">|</span>
 <span class="o">+-----+--------+--------+--------+</span>
 </pre></div>
 </div>
@@ -435,28 +435,28 @@ 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">97</span>      <span 
class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">130</span>      <span 
class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>     <span class="mi">665</span>      <span 
class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">667</span>      <span 
class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">281</span>      <span 
class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span 
class="n">python</span>     <span class="mi">248</span>      <span 
class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span 
class="n">ruby</span>     <span class="mi">308</span>      <span 
class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span 
class="n">java</span>       <span class="mi">1</span>      <span 
class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span 
class="n">haskell</span>     <span class="mi">440</span>      <span 
class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span 
class="n">go</span>     <span class="mi">514</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>
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">9</span><span class="p">]:</span> <span 
class="n">df</span><span class="o">.</span><span class="n">describe</span><span 
class="p">()</span>
 <span class="n">Out</span><span class="p">[</span><span 
class="mi">9</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>            <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
-<span class="o">|</span> <span class="n">count</span>      <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="mi">5</span>     <span class="o">|</span> <span 
class="mf">5.0</span>               <span class="o">|</span> <span 
class="mi">5</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="n">null_count</span> <span 
class="o">|</span> <span class="mf">0.0</span>                <span 
class="o">|</span> <span class="mi">0</span>     <span class="o">|</span> <span 
class="mf">0.0</span>               <span class="o">|</span> <span 
class="mi">0</span>      <span class="o">|</span>
-<span class="o">|</span> <span class="n">mean</span>       <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">368.0</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">280.7418743258654</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">97.0</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">667.0</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">281.0</span>             <span class="o">|</span> <span 
class="n">null</span>   <span class="o">|</span>
-<span 
class="o">+------------+--------------------+-------+-------------------+--------+</span>
+<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">describe</span>   <span 
class="o">|</span> <span class="n">nrs</span>                <span 
class="o">|</span> <span class="n">names</span> <span class="o">|</span> <span 
class="n">random</span>             <span class="o">|</span> <span 
class="n">groups</span> <span class="o">|</span>
+<span 
class="o">+------------+--------------------+-------+--------------------+--------+</span>
+<span class="o">|</span> <span class="n">count</span>      <span 
class="o">|</span> <span class="mf">5.0</span>                <span 
class="o">|</span> <span class="mi">5</span>     <span class="o">|</span> <span 
class="mf">5.0</span>                <span class="o">|</span> <span 
class="mi">5</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">null_count</span> <span 
class="o">|</span> <span class="mf">0.0</span>                <span 
class="o">|</span> <span class="mi">0</span>     <span class="o">|</span> <span 
class="mf">0.0</span>                <span class="o">|</span> <span 
class="mi">0</span>      <span class="o">|</span>
+<span class="o">|</span> <span class="n">mean</span>       <span 
class="o">|</span> <span class="mf">3.0</span>                <span 
class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span 
class="mf">302.2</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">198.45704824974092</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">514.0</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">308.0</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 02af78e..be0d43c 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -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">0x7fb5356e58d0</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">0x7fe364df4410</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">08</span><span class="n">T21</span><span class="p">:</span><span 
class="mi">26</span><span class="p">:</span><span 
class="mf">03.986964527</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</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">06</span><span class="o">-</span><span 
class="mi">14</span><span class="n">T18</span><span class="p">:</span><span 
class="mi">22</span><span class="p">:</span><span 
class="mf">53.283143320</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
@@ -558,27 +558,28 @@ DataFusion offers a range of helpful options.</p>
 <span class="o">+-----+---------------------------+------+</span>
 </pre></div>
 </div>
-<p>This also includes the functions for regular expressions like <a 
class="reference internal" 
href="../../generated/datafusion.functions.functions.html#datafusion.functions.functions.regexp_match"
 title="datafusion.functions.functions.regexp_match"><code class="xref py 
py-func docutils literal notranslate"><span 
class="pre">regexp_match()</span></code></a></p>
+<p>This also includes the functions for regular expressions like <a 
class="reference internal" 
href="../../generated/datafusion.functions.functions.html#datafusion.functions.functions.regexp_replace"
 title="datafusion.functions.functions.regexp_replace"><code class="xref py 
py-func docutils literal notranslate"><span 
class="pre">regexp_replace()</span></code></a> and <a class="reference 
internal" 
href="../../generated/datafusion.functions.functions.html#datafusion.functions.functions.reg
 [...]
 <div class="highlight-ipython notranslate"><div 
class="highlight"><pre><span></span><span class="n">In</span> <span 
class="p">[</span><span class="mi">14</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="o">....</span><span class="p">:</span>     <span 
class="n">f</span><span class="o">.</span><span 
class="n">regexp_match</span><span class="p">(</span><span 
class="n">col</span><span class="p">(</span><span 
class="s1">&#39;&quot;Name&quot;&#39;</span><span class="p">),</span> <span 
class="n">literal</span><span class="p">(</span><span 
class="s2">&quot;Char&quot;</span><span class="p">))</span><span 
class="o">.</span><span class="n">alias</span><span class="p">(</span><span 
[...]
+   <span class="o">....</span><span class="p">:</span>     <span 
class="n">f</span><span class="o">.</span><span 
class="n">regexp_replace</span><span class="p">(</span><span 
class="n">col</span><span class="p">(</span><span 
class="s1">&#39;&quot;Name&quot;&#39;</span><span class="p">),</span> <span 
class="n">literal</span><span class="p">(</span><span 
class="s2">&quot;saur&quot;</span><span class="p">),</span> <span 
class="n">literal</span><span class="p">(</span><span class="s2">&quot;f [...]
    <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">14</span><span class="p">]:</span> 
 <span class="n">DataFrame</span><span class="p">()</span>
-<span class="o">+---------+</span>
-<span class="o">|</span> <span class="n">dragons</span> <span 
class="o">|</span>
-<span class="o">+---------+</span>
-<span class="o">|</span>         <span class="o">|</span>
-<span class="o">|</span>         <span class="o">|</span>
-<span class="o">|</span>         <span class="o">|</span>
-<span class="o">|</span>         <span class="o">|</span>
-<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span>
-<span class="o">|</span>         <span class="o">|</span>
-<span class="o">+---------+</span>
+<span class="o">+---------+---------------------------+</span>
+<span class="o">|</span> <span class="n">dragons</span> <span 
class="o">|</span> <span class="n">flowers</span>                   <span 
class="o">|</span>
+<span class="o">+---------+---------------------------+</span>
+<span class="o">|</span>         <span class="o">|</span> <span 
class="n">Bulbafleur</span>                <span class="o">|</span>
+<span class="o">|</span>         <span class="o">|</span> <span 
class="n">Ivyfleur</span>                  <span class="o">|</span>
+<span class="o">|</span>         <span class="o">|</span> <span 
class="n">Venufleur</span>                 <span class="o">|</span>
+<span class="o">|</span>         <span class="o">|</span> <span 
class="n">VenufleurMega</span> <span class="n">Venusaur</span>    <span 
class="o">|</span>
+<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span> <span 
class="n">Charmander</span>                <span class="o">|</span>
+<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span> <span 
class="n">Charmeleon</span>                <span class="o">|</span>
+<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span> <span 
class="n">Charizard</span>                 <span class="o">|</span>
+<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span> <span 
class="n">CharizardMega</span> <span class="n">Charizard</span> <span 
class="n">X</span> <span class="o">|</span>
+<span class="o">|</span> <span class="p">[</span><span 
class="n">Char</span><span class="p">]</span>  <span class="o">|</span> <span 
class="n">CharizardMega</span> <span class="n">Charizard</span> <span 
class="n">Y</span> <span class="o">|</span>
+<span class="o">|</span>         <span class="o">|</span> <span 
class="n">Squirtle</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 9654839..fc713f1 100644
--- a/user-guide/common-operations/joins.html
+++ b/user-guide/common-operations/joins.html
@@ -469,9 +469,9 @@ values for the corresponding columns.</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="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> <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> <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>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/select-and-filter.html 
b/user-guide/common-operations/select-and-filter.html
index 6c2dcd9..35dabb8 100644
--- a/user-guide/common-operations/select-and-filter.html
+++ b/user-guide/common-operations/select-and-filter.html
@@ -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">0x7fb524f67b90</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">0x7fe364c13ed0</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 62e3c16..a00624c 100644
--- a/user-guide/common-operations/windows.html
+++ b/user-guide/common-operations/windows.html
@@ -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">0x7fb524f85910</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">0x7fe364cbd8d0</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>
 
diff --git a/user-guide/introduction.html b/user-guide/introduction.html
index 51e2131..9572a0c 100644
--- a/user-guide/introduction.html
+++ b/user-guide/introduction.html
@@ -402,7 +402,7 @@ 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;38.0.1&#39;</span>
+<span class="n">Out</span><span class="p">[</span><span 
class="mi">2</span><span class="p">]:</span> <span 
class="s1">&#39;39.0.0&#39;</span>
 </pre></div>
 </div>
 </section>


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