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Posted to commits@arrow.apache.org by gi...@apache.org on 2023/12/03 12:48:45 UTC

(arrow-datafusion-python) branch asf-staging updated (a00d611 -> e44896b)

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

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


 discard a00d611  Publish built docs triggered by 85366d6a54802a633c7e4b58699eb72821d2b29b
     new e44896b  Publish built docs triggered by 0b2962a7a5369669adbd335a889373379dd8bb6a

This update added new revisions after undoing existing revisions.
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branch are not in the new version.  This situation occurs
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containing something like this:

 * -- * -- B -- O -- O -- O   (a00d611)
            \
             N -- N -- N   refs/heads/asf-staging (e44896b)

You should already have received notification emails for all of the O
revisions, and so the following emails describe only the N revisions
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Summary of changes:
 searchindex.js                                     |  2 +-
 user-guide/common-operations/aggregations.html     | 18 +++----
 user-guide/common-operations/basic-info.html       | 46 ++++++++---------
 user-guide/common-operations/functions.html        | 22 ++++----
 user-guide/common-operations/joins.html            |  4 +-
 .../common-operations/select-and-filter.html       |  2 +-
 user-guide/common-operations/windows.html          | 58 +++++++++++-----------
 7 files changed, 76 insertions(+), 76 deletions(-)


(arrow-datafusion-python) 01/01: Publish built docs triggered by 0b2962a7a5369669adbd335a889373379dd8bb6a

Posted by gi...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

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

commit e44896bd7b4311d07dcb9d64f026c432b63e32d8
Author: github-actions[bot] <gi...@users.noreply.github.com>
AuthorDate: Sun Dec 3 12:48:40 2023 +0000

    Publish built docs triggered by 0b2962a7a5369669adbd335a889373379dd8bb6a
---
 _sources/user-guide/io/json.rst.txt                |  2 +-
 searchindex.js                                     |  2 +-
 user-guide/common-operations/aggregations.html     | 18 ++++-----
 user-guide/common-operations/basic-info.html       | 46 +++++++++++-----------
 user-guide/common-operations/functions.html        | 22 +++++------
 user-guide/common-operations/joins.html            |  8 ++--
 .../common-operations/select-and-filter.html       |  2 +-
 user-guide/common-operations/windows.html          | 30 +++++++-------
 user-guide/io/json.html                            |  2 +-
 9 files changed, 66 insertions(+), 66 deletions(-)

diff --git a/_sources/user-guide/io/json.rst.txt b/_sources/user-guide/io/json.rst.txt
index 5949a03..1ee065c 100644
--- a/_sources/user-guide/io/json.rst.txt
+++ b/_sources/user-guide/io/json.rst.txt
@@ -26,4 +26,4 @@ When it comes to reading a JSON file, using :meth:`.SessionContext.read_json` is
     from datafusion import SessionContext
 
     ctx = SessionContext()
-    df = ctx.read_avro("file.json")
\ No newline at end of file
+    df = ctx.read_json("file.json")
diff --git a/searchindex.js b/searchindex.js
index 063ccc9..2068881 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 2af3d9e..c34c0df 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">7</span>                          <span class="o">|</span> <span class="mf">0.6998466420671139</span>       <span class="o">|</span> <span class="mf">0.6998466420671139</span>                             <span class="o">|</span>
+<span class="o">|</span> <span class="mi">7</span>                          <span class="o">|</span> <span class="mf">0.6113182849548902</span>       <span class="o">|</span> <span class="mf">0.6113182849548902</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">bar</span> <span class="o">|</span> <span class="mi">90</span>             <span class="o">|</span> <span class="mf">0.8603473289883059</span> <span class="o">|</span> <span class="mf">0.5512259341917505</span>  <span class="o">|</span>
-<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> <span class="mi">275</span>            <span class="o">|</span> <span class="mf">0.7414958270686991</span> <span class="o">|</span> <span class="mf">0.02985587928479172</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">foo</span> <span class="o">|</span> <span class="mi">283</span>            <span class="o">|</span> <span class="mf">0.8235005751510188</span> <span class="o">|</span> <span class="mf">0.14730030723917742</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">bar</span> <span class="o">|</span> <span class="mi">113</span>            <span class="o">|</span> <span class="mf">0.8964051956243592</span> <span class="o">|</span> <span class="mf">0.3519707034305404</span>  <span class="o">|</span>
 <span class="o">+-----+----------------+--------------------+---------------------+</span>
 </pre></div>
 </div>
@@ -430,12 +430,12 @@ 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">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">two</span>   <span class="o">|</span> <span class="mi">167</span>            <span class="o">|</span> <span class="mf">0.6464854091585138</span>  <span class="o">|</span> <span class="mf">0.4153943682977489</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">23</span>             <span class="o">|</span> <span class="mf">0.02985587928479172</span> <span class="o">|</span> <span class="mf">0.02985587928479172</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">85</span>             <span class="o">|</span> <span class="mf">0.7414958270686991</span>  <span class="o">|</span> <span class="mf">0.7235992465446602</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">10</span>             <span class="o">|</span> <span class="mf">0.5512259341917505</span>  <span class="o">|</span> <span class="mf">0.5512259341917505</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">10</span>             <span class="o">|</span> <span class="mf">0.7900752271972216</span>  <span class="o">|</span> <span class="mf">0.7900752271972216</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">70</span>             <span class="o">|</span> <span class="mf">0.8603473289883059</span>  <span class="o">|</span> <span class="mf">0.8603473289883059</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">8</span>              <span class="o">|</span> <span class="mf">0.673123921880561</span>   <span class="o">|</span> <span class="mf">0.673123921880561</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">22</span>             <span class="o">|</span> <span class="mf">0.3519707034305404</span>  <span class="o">|</span> <span class="mf">0.3519707034305404</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">141</span>            <span class="o">|</span> <span class="mf">0.28463084998704913</span> <span class="o">|</span> <span class="mf">0.14730030723917742</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">83</span>             <span class="o">|</span> <span class="mf">0.8964051956243592</span>  <span class="o">|</span> <span class="mf">0.8964051956243592</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">82</span>             <span class="o">|</span> <span class="mf">0.8044152701067864</span>  <span class="o">|</span> <span class="mf">0.557192722404103</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">60</span>             <span class="o">|</span> <span class="mf">0.8235005751510188</span>  <span class="o">|</span> <span class="mf">0.8235005751510188</span>  <span class="o">|</span>
 <span class="o">+-----+-------+----------------+---------------------+---------------------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/basic-info.html b/user-guide/common-operations/basic-info.html
index 6410845..e6f0cf0 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">869</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">696</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">979</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">150</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">355</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">576</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">195</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">707</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">687</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">695</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">869</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">696</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">576</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">195</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">869</span>      <span class="n">A</span>
-<span class="mi">1</span>    <span class="mi">2</span>     <span class="n">ruby</span>     <span class="mi">696</span>      <span class="n">A</span>
-<span class="mi">2</span>    <span class="mi">3</span>     <span class="n">java</span>     <span class="mi">979</span>      <span class="n">B</span>
-<span class="mi">3</span>    <span class="mi">4</span>  <span class="n">haskell</span>     <span class="mi">150</span>      <span class="n">C</span>
-<span class="mi">4</span>    <span class="mi">5</span>       <span class="n">go</span>     <span class="mi">355</span>      <span class="n">B</span>
+<span class="mi">0</span>    <span class="mi">1</span>   <span class="n">python</span>     <span class="mi">576</span>      <span class="n">A</span>
+<span class="mi">1</span>    <span class="mi">2</span>     <span class="n">ruby</span>     <span class="mi">195</span>      <span class="n">A</span>
+<span class="mi">2</span>    <span class="mi">3</span>     <span class="n">java</span>     <span class="mi">707</span>      <span class="n">B</span>
+<span class="mi">3</span>    <span class="mi">4</span>  <span class="n">haskell</span>     <span class="mi">687</span>      <span class="n">C</span>
+<span class="mi">4</span>    <span class="mi">5</span>       <span class="n">go</span>     <span class="mi">695</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">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">609.8</span>             <span class="o">|</span> <span class="n">null</span>   <span class="o">|</span>
-<span class="o">|</span> <span class="n">std</span>        <span class="o">|</span> <span class="mf">1.5811388300841898</span> <span class="o">|</span> <span class="n">null</span>  <span class="o">|</span> <span class="mf">349.0210595365271</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">150.0</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">979.0</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">696.0</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">572.0</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">217.211878128246</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">195.0</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">707.0</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">687.0</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 ef01aa2..8b9ffb0 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">0x7f5eb7f16260</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">0x7fdd30648610</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">11</span><span class="o">-</span><span class="mi">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">16</span><span class="n">T18</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mf">05.854435865</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</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">12</span><span class="o">-</span><span class="mi">03</span><span class="n">T12</span><span class="p">:</span><span class="mi">48</span><span class="p">:</span><span class="mf">37.640097884</span><span class="n">Z</span> <span class="o">|</span>
 <span class="o">+--------------------------------+</span>
 </pre></div>
 </div>
diff --git a/user-guide/common-operations/joins.html b/user-guide/common-operations/joins.html
index e857fb7..424d4a4 100644
--- a/user-guide/common-operations/joins.html
+++ b/user-guide/common-operations/joins.html
@@ -439,8 +439,8 @@ will be included in the resulting DataFrame.</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">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">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>
@@ -458,9 +458,9 @@ 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">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>
@@ -475,10 +475,10 @@ is no match. Unmatched rows will have null values.</p>
 <span class="o">+-------------+----------+----+-----------+</span>
 <span class="o">|</span> <span class="n">customer_id</span> <span class="o">|</span> <span class="n">customer</span> <span class="o">|</span> <span class="nb">id</span> <span class="o">|</span> <span class="n">name</span>      <span class="o">|</span>
 <span class="o">+-------------+----------+----+-----------+</span>
-<span class="o">|</span>             <span class="o">|</span>          <span class="o">|</span> <span class="mi">5</span>  <span class="o">|</span> <span class="n">UrbanGo</span>   <span class="o">|</span>
 <span class="o">|</span> <span class="mi">1</span>           <span class="o">|</span> <span class="n">Alice</span>    <span class="o">|</span> <span class="mi">1</span>  <span class="o">|</span> <span class="n">CityCabs</span>  <span class="o">|</span>
 <span class="o">|</span> <span class="mi">2</span>           <span class="o">|</span> <span class="n">Bob</span>      <span class="o">|</span> <span class="mi">2</span>  <span class="o">|</span> <span class="n">MetroRide</span> <span class="o">|</span>
 <span class="o">|</span> <span class="mi">3</span>           <span class="o">|</span> <span class="n">Charlie</span>  <span class="o">|</span>    <span class="o">|</span>           <span class="o">|</span>
+<span class="o">|</span>             <span class="o">|</span>          <span class="o">|</span> <span class="mi">5</span>  <span class="o">|</span> <span class="n">UrbanGo</span>   <span class="o">|</span>
 <span class="o">+-------------+----------+----+-----------+</span>
 </pre></div>
 </div>
@@ -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">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> <span class="mi">1</span>           <span class="o">|</span> <span class="n">Alice</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 0047645..995589b 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">0x7f5eb7fdb970</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">0x7fdd3064aa70</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 191df73..4f065fc 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">0x7f5ea8f50670</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">0x7fdd20f71540</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">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>
+<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">Clefable</span>   <span class="o">|</span> <span class="mi">70</span>     <span class="o">|</span> <span class="mf">70.0</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">57.5</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">105.0</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="mf">92.5</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="mf">96.66666666666667</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">92.5</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">94.0</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
diff --git a/user-guide/io/json.html b/user-guide/io/json.html
index f9b6ad4..6bed156 100644
--- a/user-guide/io/json.html
+++ b/user-guide/io/json.html
@@ -374,7 +374,7 @@ When it comes to reading a JSON file, using <a class="reference internal" href="
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">datafusion</span> <span class="kn">import</span> <span class="n">SessionContext</span>
 
 <span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span>
-<span class="n">df</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">read_avro</span><span class="p">(</span><span class="s2">&quot;file.json&quot;</span><span class="p">)</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">read_json</span><span class="p">(</span><span class="s2">&quot;file.json&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
 </section>