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new d87d836 Publish built docs triggered by
2d8b1d32f4941b2e02a29e9135025a32ba6ae471
d87d836 is described below
commit d87d83654e657b5a45a1257450475c2d51be68bc
Author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
AuthorDate: Sat Jan 11 02:16:49 2025 +0000
Publish built docs triggered by 2d8b1d32f4941b2e02a29e9135025a32ba6ae471
---
.../autoapi/datafusion/dataframe/index.rst.txt | 88 ++++++++-
autoapi/datafusion/dataframe/index.html | 198 ++++++++++++++++++++-
genindex.html | 33 +++-
objects.inv | Bin 5846 -> 5944 bytes
searchindex.js | 2 +-
user-guide/common-operations/aggregations.html | 42 ++---
user-guide/common-operations/basic-info.html | 42 ++---
user-guide/common-operations/functions.html | 20 +--
8 files changed, 363 insertions(+), 62 deletions(-)
diff --git a/_sources/autoapi/datafusion/dataframe/index.rst.txt
b/_sources/autoapi/datafusion/dataframe/index.rst.txt
index aa08f44..709f3b3 100644
--- a/_sources/autoapi/datafusion/dataframe/index.rst.txt
+++ b/_sources/autoapi/datafusion/dataframe/index.rst.txt
@@ -16,12 +16,83 @@ Classes
.. autoapisummary::
+ datafusion.dataframe.Compression
datafusion.dataframe.DataFrame
Module Contents
---------------
+.. py:class:: Compression(*args, **kwds)
+
+ Bases: :py:obj:`enum.Enum`
+
+
+ Enum representing the available compression types for Parquet files.
+
+
+ .. py:method:: from_str(value: str) -> Compression
+ :classmethod:
+
+
+ Convert a string to a Compression enum value.
+
+ :param value: The string representation of the compression type.
+
+ :returns: The Compression enum lowercase value.
+
+ :raises ValueError: If the string does not match any Compression enum
value.
+
+
+
+ .. py:method:: get_default_level() -> Optional[int]
+
+ Get the default compression level for the compression type.
+
+ :returns: The default compression level for the compression type.
+
+
+
+ .. py:attribute:: BROTLI
+ :value: 'brotli'
+
+
+
+ .. py:attribute:: GZIP
+ :value: 'gzip'
+
+
+
+ .. py:attribute:: LZ0
+ :value: 'lz0'
+
+
+
+ .. py:attribute:: LZ4
+ :value: 'lz4'
+
+
+
+ .. py:attribute:: LZ4_RAW
+ :value: 'lz4_raw'
+
+
+
+ .. py:attribute:: SNAPPY
+ :value: 'snappy'
+
+
+
+ .. py:attribute:: UNCOMPRESSED
+ :value: 'uncompressed'
+
+
+
+ .. py:attribute:: ZSTD
+ :value: 'zstd'
+
+
+
.. py:class:: DataFrame(df: datafusion._internal.DataFrame)
Two dimensional table representation of data.
@@ -578,13 +649,24 @@ Module Contents
- .. py:method:: write_parquet(path: str | pathlib.Path, compression: str =
'uncompressed', compression_level: int | None = None) -> None
+ .. py:method:: write_parquet(path: str | pathlib.Path, compression:
Union[str, Compression] = Compression.ZSTD, compression_level: int | None =
None) -> None
Execute the :py:class:`DataFrame` and write the results to a Parquet
file.
:param path: Path of the Parquet file to write.
- :param compression: Compression type to use.
- :param compression_level: Compression level to use.
+ :param compression: Compression type to use. Default is "ZSTD".
+ Available compression types are:
+ - "uncompressed": No compression.
+ - "snappy": Snappy compression.
+ - "gzip": Gzip compression.
+ - "brotli": Brotli compression.
+ - "lz0": LZ0 compression.
+ - "lz4": LZ4 compression.
+ - "lz4_raw": LZ4_RAW compression.
+ - "zstd": Zstandard compression.
+ :param compression_level: Compression level to use. For ZSTD, the
+ recommended range is 1 to 22, with the default
being 4. Higher levels
+ provide better compression but slower speed.
diff --git a/autoapi/datafusion/dataframe/index.html
b/autoapi/datafusion/dataframe/index.html
index 9c34fa7..6d6e615 100644
--- a/autoapi/datafusion/dataframe/index.html
+++ b/autoapi/datafusion/dataframe/index.html
@@ -370,6 +370,107 @@
Module Contents
</a>
<ul class="visible nav section-nav flex-column">
+ <li class="toc-h3 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression
+ </span>
+ </code>
+ </a>
+ <ul class="nav section-nav flex-column">
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.from_str">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.from_str()
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.get_default_level">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.get_default_level()
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.BROTLI">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.BROTLI
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.GZIP">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.GZIP
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.LZ0">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.LZ0
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.LZ4">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.LZ4
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.LZ4_RAW">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.LZ4_RAW
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.SNAPPY">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.SNAPPY
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.UNCOMPRESSED">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.UNCOMPRESSED
+ </span>
+ </code>
+ </a>
+ </li>
+ <li class="toc-h4 nav-item toc-entry">
+ <a class="reference internal nav-link"
href="#datafusion.dataframe.Compression.ZSTD">
+ <code class="docutils literal notranslate">
+ <span class="pre">
+ Compression.ZSTD
+ </span>
+ </code>
+ </a>
+ </li>
+ </ul>
+ </li>
<li class="toc-h3 nav-item toc-entry">
<a class="reference internal nav-link"
href="#datafusion.dataframe.DataFrame">
<code class="docutils literal notranslate">
@@ -862,7 +963,10 @@
<h2>Classes<a class="headerlink" href="#classes" title="Link to this
heading">¶</a></h2>
<table class="autosummary longtable table autosummary">
<tbody>
-<tr class="row-odd"><td><p><a class="reference internal"
href="#datafusion.dataframe.DataFrame"
title="datafusion.dataframe.DataFrame"><code class="xref py py-obj docutils
literal notranslate"><span class="pre">DataFrame</span></code></a></p></td>
+<tr class="row-odd"><td><p><a class="reference internal"
href="#datafusion.dataframe.Compression"
title="datafusion.dataframe.Compression"><code class="xref py py-obj docutils
literal notranslate"><span class="pre">Compression</span></code></a></p></td>
+<td><p>Enum representing the available compression types for Parquet
files.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal"
href="#datafusion.dataframe.DataFrame"
title="datafusion.dataframe.DataFrame"><code class="xref py py-obj docutils
literal notranslate"><span class="pre">DataFrame</span></code></a></p></td>
<td><p>Two dimensional table representation of data.</p></td>
</tr>
</tbody>
@@ -870,6 +974,81 @@
</section>
<section id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Link
to this heading">¶</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression">
+<em class="property"><span class="pre">class</span><span class="w">
</span></em><span class="sig-prename descclassname"><span
class="pre">datafusion.dataframe.</span></span><span class="sig-name
descname"><span class="pre">Compression</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="o"><span class="pre">**</span></span><span clas [...]
+<dd><p>Bases: <code class="xref py py-obj docutils literal notranslate"><span
class="pre">enum.Enum</span></code></p>
+<p>Enum representing the available compression types for Parquet files.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.from_str">
+<em class="property"><span class="pre">classmethod</span><span class="w">
</span></em><span class="sig-name descname"><span
class="pre">from_str</span></span><span class="sig-paren">(</span><em
class="sig-param"><span class="n"><span class="pre">value</span></span><span
class="p"><span class="pre">:</span></span><span class="w"> </span><span
class="n"><span class="pre">str</span></span></em><span
class="sig-paren">)</span> <span class="sig-return"><span
class="sig-return-icon">→</ [...]
+<dd><p>Convert a string to a Compression enum value.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>value</strong> – The string representation of
the compression type.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Compression enum lowercase value.</p>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ValueError</strong> – If the string does not
match any Compression enum value.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py"
id="datafusion.dataframe.Compression.get_default_level">
+<span class="sig-name descname"><span
class="pre">get_default_level</span></span><span
class="sig-paren">(</span><span class="sig-paren">)</span> <span
class="sig-return"><span class="sig-return-icon">→</span> <span
class="sig-return-typehint"><span class="pre">int</span><span class="w">
</span><span class="p"><span class="pre">|</span></span><span class="w">
</span><span class="pre">None</span></span></span><a class="headerlink"
href="#datafusion.dataframe.Compression.get_default [...]
+<dd><p>Get the default compression level for the compression type.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The default compression level for the compression
type.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.BROTLI">
+<span class="sig-name descname"><span class="pre">BROTLI</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'brotli'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.BROTLI" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.GZIP">
+<span class="sig-name descname"><span class="pre">GZIP</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'gzip'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.GZIP" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.LZ0">
+<span class="sig-name descname"><span class="pre">LZ0</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'lz0'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.LZ0" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.LZ4">
+<span class="sig-name descname"><span class="pre">LZ4</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'lz4'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.LZ4" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.LZ4_RAW">
+<span class="sig-name descname"><span class="pre">LZ4_RAW</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'lz4_raw'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.LZ4_RAW" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.SNAPPY">
+<span class="sig-name descname"><span class="pre">SNAPPY</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'snappy'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.SNAPPY" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py"
id="datafusion.dataframe.Compression.UNCOMPRESSED">
+<span class="sig-name descname"><span
class="pre">UNCOMPRESSED</span></span><em class="property"><span class="w">
</span><span class="p"><span class="pre">=</span></span><span class="w">
</span><span class="pre">'uncompressed'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.UNCOMPRESSED" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="datafusion.dataframe.Compression.ZSTD">
+<span class="sig-name descname"><span class="pre">ZSTD</span></span><em
class="property"><span class="w"> </span><span class="p"><span
class="pre">=</span></span><span class="w"> </span><span
class="pre">'zstd'</span></em><a class="headerlink"
href="#datafusion.dataframe.Compression.ZSTD" title="Link to this
definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
<dl class="py class">
<dt class="sig sig-object py" id="datafusion.dataframe.DataFrame">
<em class="property"><span class="pre">class</span><span class="w">
</span></em><span class="sig-prename descclassname"><span
class="pre">datafusion.dataframe.</span></span><span class="sig-name
descname"><span class="pre">DataFrame</span></span><span
class="sig-paren">(</span><em class="sig-param"><span class="n"><span
class="pre">df</span></span><span class="p"><span
class="pre">:</span></span><span class="w"> </span><span class="n"><span
class="pre">datafusion._internal.DataFrame</spa [...]
@@ -1600,14 +1779,25 @@ pass named expressions use the form name=Expr.</p>
<dl class="py method">
<dt class="sig sig-object py"
id="datafusion.dataframe.DataFrame.write_parquet">
-<span class="sig-name descname"><span
class="pre">write_parquet</span></span><span class="sig-paren">(</span><em
class="sig-param"><span class="n"><span class="pre">path</span></span><span
class="p"><span class="pre">:</span></span><span class="w"> </span><span
class="n"><span class="pre">str</span><span class="w"> </span><span
class="p"><span class="pre">|</span></span><span class="w"> </span><span
class="pre">pathlib.Path</span></span></em>, <em class="sig-param"><span
class="n"><span [...]
+<span class="sig-name descname"><span
class="pre">write_parquet</span></span><span class="sig-paren">(</span><em
class="sig-param"><span class="n"><span class="pre">path</span></span><span
class="p"><span class="pre">:</span></span><span class="w"> </span><span
class="n"><span class="pre">str</span><span class="w"> </span><span
class="p"><span class="pre">|</span></span><span class="w"> </span><span
class="pre">pathlib.Path</span></span></em>, <em class="sig-param"><span
class="n"><span [...]
<dd><p>Execute the <a class="reference internal"
href="#datafusion.dataframe.DataFrame"
title="datafusion.dataframe.DataFrame"><code class="xref py py-class docutils
literal notranslate"><span class="pre">DataFrame</span></code></a> and write
the results to a Parquet file.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>path</strong> – Path of the Parquet file to write.</p></li>
-<li><p><strong>compression</strong> – Compression type to use.</p></li>
-<li><p><strong>compression_level</strong> – Compression level to use.</p></li>
+<li><p><strong>compression</strong> – Compression type to use. Default is
“ZSTD”.
+Available compression types are:
+- “uncompressed”: No compression.
+- “snappy”: Snappy compression.
+- “gzip”: Gzip compression.
+- “brotli”: Brotli compression.
+- “lz0”: LZ0 compression.
+- “lz4”: LZ4 compression.
+- “lz4_raw”: LZ4_RAW compression.
+- “zstd”: Zstandard compression.</p></li>
+<li><p><strong>compression_level</strong> – Compression level to use. For
ZSTD, the
+recommended range is 1 to 22, with the default being 4. Higher levels
+provide better compression but slower speed.</p></li>
</ul>
</dd>
</dl>
diff --git a/genindex.html b/genindex.html
index 041f9c3..b50e90c 100644
--- a/genindex.html
+++ b/genindex.html
@@ -386,6 +386,7 @@
| <a href="#U"><strong>U</strong></a>
| <a href="#V"><strong>V</strong></a>
| <a href="#W"><strong>W</strong></a>
+ | <a href="#Z"><strong>Z</strong></a>
</div>
<h2 id="_">_</h2>
@@ -834,6 +835,8 @@
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.bool_and">bool_and()
(in module datafusion.functions)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.bool_or">bool_or()
(in module datafusion.functions)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.BROTLI">BROTLI
(datafusion.dataframe.Compression attribute)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.btrim">btrim()
(in module datafusion.functions)</a>
</li>
@@ -937,6 +940,8 @@
<li><a
href="autoapi/datafusion/expr/index.html#datafusion.expr.Expr.column_name">(datafusion.expr.Expr
method)</a>
</li>
</ul></li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression">Compression
(class in datafusion.dataframe)</a>
+</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.concat">concat()
(in module datafusion.functions)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.concat_ws">concat_ws()
(in module datafusion.functions)</a>
@@ -1342,6 +1347,8 @@
<li><a
href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.from_pydict">from_pydict()
(datafusion.context.SessionContext method)</a>
</li>
<li><a
href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.from_pylist">from_pylist()
(datafusion.context.SessionContext method)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.from_str">from_str()
(datafusion.dataframe.Compression class method)</a>
</li>
<li><a
href="autoapi/datafusion/substrait/index.html#datafusion.substrait.Consumer.from_substrait_plan">from_substrait_plan()
(datafusion.substrait.Consumer static method)</a>
</li>
@@ -1354,6 +1361,8 @@
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.gcd">gcd()
(in module datafusion.functions)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.get_default_level">get_default_level()
(datafusion.dataframe.Compression method)</a>
</li>
<li><a
href="autoapi/datafusion/expr/index.html#datafusion.expr.WindowFrame.get_frame_units">get_frame_units()
(datafusion.expr.WindowFrame method)</a>
@@ -1382,6 +1391,8 @@
<li><a
href="autoapi/datafusion/object_store/index.html#datafusion.object_store.GoogleCloud">GoogleCloud
(in module datafusion.object_store)</a>
</li>
<li><a
href="autoapi/datafusion/expr/index.html#datafusion.expr.GroupingSet">GroupingSet
(in module datafusion.expr)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.GZIP">GZIP
(datafusion.dataframe.Compression attribute)</a>
</li>
</ul></td>
</tr></table>
@@ -1565,12 +1576,12 @@
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.list_push_front">list_push_front()
(in module datafusion.functions)</a>
</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.list_remove">list_remove()
(in module datafusion.functions)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.list_remove_all">list_remove_all()
(in module datafusion.functions)</a>
</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.list_remove_n">list_remove_n()
(in module datafusion.functions)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.list_repeat">list_repeat()
(in module datafusion.functions)</a>
@@ -1628,6 +1639,12 @@
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.lpad">lpad()
(in module datafusion.functions)</a>
</li>
<li><a
href="autoapi/datafusion/functions/index.html#datafusion.functions.ltrim">ltrim()
(in module datafusion.functions)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.LZ0">LZ0
(datafusion.dataframe.Compression attribute)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.LZ4">LZ4
(datafusion.dataframe.Compression attribute)</a>
+</li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.LZ4_RAW">LZ4_RAW
(datafusion.dataframe.Compression attribute)</a>
</li>
</ul></td>
</tr></table>
@@ -2054,6 +2071,8 @@
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.SNAPPY">SNAPPY
(datafusion.dataframe.Compression attribute)</a>
+</li>
<li><a
href="autoapi/datafusion/expr/index.html#datafusion.expr.Sort">Sort (in module
datafusion.expr)</a>
</li>
<li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.sort">sort()
(datafusion.dataframe.DataFrame method)</a>
@@ -2252,6 +2271,8 @@
<li><a
href="autoapi/datafusion/index.html#datafusion.WindowUDF.udwf">(datafusion.WindowUDF
static method)</a>
</li>
</ul></li>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.UNCOMPRESSED">UNCOMPRESSED
(datafusion.dataframe.Compression attribute)</a>
+</li>
<li><a
href="autoapi/datafusion/expr/index.html#datafusion.expr.Union">Union (in
module datafusion.expr)</a>
</li>
<li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.union">union()
(datafusion.dataframe.DataFrame method)</a>
@@ -2499,6 +2520,14 @@
</ul></td>
</tr></table>
+<h2 id="Z">Z</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a
href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.Compression.ZSTD">ZSTD
(datafusion.dataframe.Compression attribute)</a>
+</li>
+ </ul></td>
+</tr></table>
+
</div>
diff --git a/objects.inv b/objects.inv
index 52cd8b0..9157483 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/searchindex.js b/searchindex.js
index 1878ceb..0343bdf 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26,
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20,
"arrays"]], "Arrow": [[30, null]], "Attributes": [[3, "attributes"], [5,
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions":
[[26, "available-functions"]], "Avro": [[31, null]], "Basic Operations": [[19,
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[14, null]], "Aggregate
Functions": [[18, "aggregate-functions"], [25, "aggregate-functions"], [26,
"aggregate-functions"]], "Aggregation": [[18, null]], "Arrays": [[20,
"arrays"]], "Arrow": [[30, null]], "Attributes": [[3, "attributes"], [5,
"attributes"], [9, "attributes"], [13, "attributes"]], "Available Functions":
[[26, "available-functions"]], "Avro": [[31, null]], "Basic Operations": [[19,
null]], "Boolean": [[20, "boolean"]], "CSV" [...]
\ No newline at end of file
diff --git a/user-guide/common-operations/aggregations.html
b/user-guide/common-operations/aggregations.html
index e705601..72c7e76 100644
--- a/user-guide/common-operations/aggregations.html
+++ b/user-guide/common-operations/aggregations.html
@@ -467,8 +467,6 @@ For grouping the <code class="code docutils literal
notranslate"><span class="pr
<span class="o">+----------+-----------+-------------------+-----------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Max</span> <span
class="n">Speed</span> <span class="o">|</span> <span class="n">Avg</span>
<span class="n">Speed</span> <span class="o">|</span> <span
class="n">Min</span> <span class="n">Speed</span> <span class="o">|</span>
<span class="o">+----------+-----------+-------------------+-----------+</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="mi">121</span> <span class="o">|</span>
<span class="mf">72.75</span> <span class="o">|</span> <span
class="mi">20</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="mi">95</span> <span class="o">|</span>
<span class="mf">90.0</span> <span class="o">|</span> <span
class="mi">85</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="mi">80</span> <span class="o">|</span>
<span class="mf">54.23076923076923</span> <span class="o">|</span> <span
class="mi">30</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="mi">105</span> <span class="o">|</span>
<span class="mf">86.28571428571429</span> <span class="o">|</span> <span
class="mi">60</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="mi">115</span> <span class="o">|</span>
<span class="mf">67.25806451612904</span> <span class="o">|</span> <span
class="mi">15</span> <span class="o">|</span>
@@ -477,6 +475,8 @@ For grouping the <code class="code docutils literal
notranslate"><span class="pr
<span class="o">|</span> <span class="n">Psychic</span> <span
class="o">|</span> <span class="mi">150</span> <span class="o">|</span>
<span class="mf">99.25</span> <span class="o">|</span> <span
class="mi">42</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Rock</span> <span
class="o">|</span> <span class="mi">150</span> <span class="o">|</span>
<span class="mf">67.5</span> <span class="o">|</span> <span
class="mi">20</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Ghost</span> <span
class="o">|</span> <span class="mi">130</span> <span class="o">|</span>
<span class="mf">103.75</span> <span class="o">|</span> <span
class="mi">80</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Dragon</span> <span
class="o">|</span> <span class="mi">80</span> <span class="o">|</span>
<span class="mf">66.66666666666667</span> <span class="o">|</span> <span
class="mi">50</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="mi">121</span> <span class="o">|</span>
<span class="mf">72.75</span> <span class="o">|</span> <span
class="mi">20</span> <span class="o">|</span>
<span class="o">+----------+-----------+-------------------+-----------+</span>
</pre></div>
</div>
@@ -499,8 +499,8 @@ For grouping the <code class="code docutils literal
notranslate"><span class="pr
<span class="o">|</span> <span class="n">Psychic</span> <span
class="o">|</span> <span class="o">|</span> <span class="mi">150</span>
<span class="o">|</span> <span class="mf">100.57142857142857</span> <span
class="o">|</span> <span class="mi">42</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="o">|</span> <span class="mi">60</span>
<span class="o">|</span> <span class="mf">60.0</span> <span
class="o">|</span> <span class="mi">60</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Dragon</span> <span
class="o">|</span> <span class="o">|</span> <span class="mi">70</span>
<span class="o">|</span> <span class="mf">60.0</span> <span
class="o">|</span> <span class="mi">50</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="n">Poison</span> <span class="o">|</span> <span
class="mi">80</span> <span class="o">|</span> <span
class="mf">55.0</span> <span class="o">|</span> <span
class="mi">30</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span
class="mi">105</span> <span class="o">|</span> <span
class="mf">93.33333333333333</span> <span class="o">|</span> <span
class="mi">70</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="n">Flying</span> <span class="o">|</span> <span
class="mi">100</span> <span class="o">|</span> <span
class="mf">96.66666666666667</span> <span class="o">|</span> <span
class="mi">90</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="n">Dragon</span> <span class="o">|</span> <span
class="mi">100</span> <span class="o">|</span> <span
class="mf">100.0</span> <span class="o">|</span> <span
class="mi">100</span> <span class="o">|</span>
<span
class="o">+----------+--------+-----------+--------------------+-----------+</span>
</pre></div>
</div>
@@ -559,15 +559,15 @@ Pokemon set. Since there will be many entries of <code
class="docutils literal n
<span
class="o">+----------+--------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+--------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Flying</span><span
class="p">,</span> <span class="n">Ground</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Flying</span><span
class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Fairy</span> <span
class="o">|</span> <span class="p">[]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Poison</span><span
class="p">]</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fighting</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span
class="n">Dark</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span class="p">,</span> <span
class="n">Ice</span><span class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="p">,</span> <span class="n">Psychic</span><span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Dragon</span><span class="p">,</span> <span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[,</span> <span class="n">Ice</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span
class="p">,</span> <span class="p">]</span>
<span class="o">|</span>
<span
class="o">+----------+--------------------------------------------------+</span>
</pre></div>
@@ -583,14 +583,14 @@ entries entirely removed. The second is we can use the
<code class="docutils lit
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Grass</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Grass</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">]</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Steel</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Dragon</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">,</span> <span
class="n">Dark</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">,</span> <span
class="n">Ice</span><span class="p">]</span> <span class="o">|</span>
-<span class="o">|</span> <span class="n">Rock</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Ground</span><span class="p">,</span> <span
class="n">Water</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fighting</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">,</span> <span
class="n">Dark</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">,</span> <span class="n">Ice</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Rock</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Water</span><span class="p">]</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Ghost</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">]</span> <span
class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
@@ -600,15 +600,15 @@ entries entirely removed. The second is we can use the
<code class="docutils lit
<span
class="o">+----------+------------------------------------------------+</span>
<span class="o">|</span> <span class="n">Type</span> <span class="mi">1</span>
<span class="o">|</span> <span class="n">Type</span> <span
class="mi">2</span> <span class="n">List</span>
<span class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fairy</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Flying</span><span
class="p">,</span> <span class="n">Fairy</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">,</span> <span
class="n">Flying</span><span class="p">]</span> <span
class="o">|</span>
+<span class="o">|</span> <span class="n">Bug</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Grass</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">]</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Ground</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Steel</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Fairy</span> <span
class="o">|</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Psychic</span><span class="p">]</span>
<span class="o">|</span>
+<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Psychic</span><span
class="p">,</span> <span class="n">Poison</span><span class="p">]</span>
<span class="o">|</span>
<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Dragon</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">]</span>
<span class="o">|</span>
-<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Fighting</span><span
class="p">,</span> <span class="n">Dark</span><span class="p">,</span> <span
class="n">Poison</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">,</span> <span
class="n">Ice</span><span class="p">,</span> <span class="n">Flying</span><span
class="p">]</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Poison</span><span
class="p">,</span> <span class="n">Flying</span><span class="p">,</span> <span
class="n">Dark</span><span class="p">,</span> <span
class="n">Psychic</span><span class="p">,</span> <span
class="n">Ice</span><span class="p">,</span> <span
class="n">Fighting</span><span class="p">]</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="p">[</span><span class="n">Rock</span><span
class="p">]</span> <span
class="o">|</span>
<span
class="o">+----------+------------------------------------------------+</span>
</pre></div>
@@ -693,12 +693,12 @@ aggregate function without filtering rows from the entire
DataFrame.</p>
<span class="o">|</span> <span class="n">Poison</span> <span
class="o">|</span> <span class="mf">58.785714285714285</span> <span
class="o">|</span> <span class="mf">48.0</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Electric</span> <span
class="o">|</span> <span class="mf">98.88888888888889</span> <span
class="o">|</span> <span class="mf">72.5</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Fairy</span> <span
class="o">|</span> <span class="mf">47.5</span> <span
class="o">|</span> <span class="mf">35.0</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Normal</span> <span
class="o">|</span> <span class="mf">72.75</span> <span
class="o">|</span> <span class="mf">52.8</span> <span
class="o">|</span>
-<span class="o">|</span> <span class="n">Ice</span> <span
class="o">|</span> <span class="mf">90.0</span> <span
class="o">|</span> <span class="o">|</span>
<span class="o">|</span> <span class="n">Grass</span> <span
class="o">|</span> <span class="mf">54.23076923076923</span> <span
class="o">|</span> <span class="mf">42.5</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Fire</span> <span
class="o">|</span> <span class="mf">86.28571428571429</span> <span
class="o">|</span> <span class="mf">65.0</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Water</span> <span
class="o">|</span> <span class="mf">67.25806451612904</span> <span
class="o">|</span> <span class="mf">63.833333333333336</span> <span
class="o">|</span>
<span class="o">|</span> <span class="n">Ground</span> <span
class="o">|</span> <span class="mf">58.125</span> <span
class="o">|</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Fighting</span> <span
class="o">|</span> <span class="mf">66.14285714285714</span> <span
class="o">|</span> <span class="o">|</span>
+<span class="o">|</span> <span class="n">Psychic</span> <span
class="o">|</span> <span class="mf">99.25</span> <span
class="o">|</span> <span class="mf">81.75</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 dd83f67..e785572 100644
--- a/user-guide/common-operations/basic-info.html
+++ b/user-guide/common-operations/basic-info.html
@@ -399,10 +399,10 @@
<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">809</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">369</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">799</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">974</span> <span class="o">|</span> <span class="n">C</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">660</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">894</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">143</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">209</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">164</span> <span class="o">|</span> <span class="n">B</span>
<span class="o">|</span>
<span class="o">+-----+---------+--------+--------+</span>
</pre></div>
@@ -414,8 +414,8 @@
<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">809</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">369</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">660</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">894</span> <span class="o">|</span> <span class="n">A</span>
<span class="o">|</span>
<span class="o">+-----+--------+--------+--------+</span>
</pre></div>
</div>
@@ -433,10 +433,10 @@ 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">809</span> <span
class="n">A</span>
-<span class="mi">1</span> <span class="mi">2</span> <span
class="n">ruby</span> <span class="mi">369</span> <span
class="n">A</span>
-<span class="mi">2</span> <span class="mi">3</span> <span
class="n">java</span> <span class="mi">799</span> <span
class="n">B</span>
-<span class="mi">3</span> <span class="mi">4</span> <span
class="n">haskell</span> <span class="mi">974</span> <span
class="n">C</span>
+<span class="mi">0</span> <span class="mi">1</span> <span
class="n">python</span> <span class="mi">660</span> <span
class="n">A</span>
+<span class="mi">1</span> <span class="mi">2</span> <span
class="n">ruby</span> <span class="mi">894</span> <span
class="n">A</span>
+<span class="mi">2</span> <span class="mi">3</span> <span
class="n">java</span> <span class="mi">143</span> <span
class="n">B</span>
+<span class="mi">3</span> <span class="mi">4</span> <span
class="n">haskell</span> <span class="mi">209</span> <span
class="n">C</span>
<span class="mi">4</span> <span class="mi">5</span> <span
class="n">go</span> <span class="mi">164</span> <span
class="n">B</span>
</pre></div>
</div>
@@ -444,17 +444,17 @@ 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">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">623.0</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">340.5767167614369</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">164.0</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">974.0</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">799.0</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">414.0</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">342.37479463301617</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">143.0</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">894.0</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">209.0</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 9f6a4d0..4f0004b 100644
--- a/user-guide/common-operations/functions.html
+++ b/user-guide/common-operations/functions.html
@@ -490,16 +490,16 @@ 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">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
-<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">09</span><span class="n">T17</span><span class="p">:</span><span
class="mi">38</span><span class="p">:</span><span
class="mf">58.283201664</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
+<span class="o">|</span> <span class="mi">2025</span><span
class="o">-</span><span class="mi">01</span><span class="o">-</span><span
class="mi">11</span><span class="n">T02</span><span class="p">:</span><span
class="mi">16</span><span class="p">:</span><span
class="mf">42.261688539</span><span class="n">Z</span> <span class="o">|</span>
<span class="o">+--------------------------------+</span>
</pre></div>
</div>
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