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commit 40d7b6f8aa8885a3a1882903257508c1f7b7f954
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AuthorDate: Sat Feb 8 13:40:00 2025 +0000
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---
.../2025/02/07/datafusion-python-44.0.0/index.html | 138 +++++++++++++++++++++
blog/author/timsaucer.html | 41 ++++++
blog/category/blog.html | 41 ++++++
blog/feed.xml | 24 +++-
blog/feeds/all-en.atom.xml | 101 ++++++++++++++-
blog/feeds/blog.atom.xml | 101 ++++++++++++++-
blog/feeds/timsaucer.atom.xml | 101 ++++++++++++++-
blog/feeds/timsaucer.rss.xml | 24 +++-
blog/index.html | 41 ++++++
9 files changed, 607 insertions(+), 5 deletions(-)
diff --git a/blog/2025/02/07/datafusion-python-44.0.0/index.html
b/blog/2025/02/07/datafusion-python-44.0.0/index.html
new file mode 100644
index 0000000..1e9932b
--- /dev/null
+++ b/blog/2025/02/07/datafusion-python-44.0.0/index.html
@@ -0,0 +1,138 @@
+<!doctype html>
+<html class="no-js" lang="en" dir="ltr">
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+ <meta charset="utf-8">
+ <meta http-equiv="x-ua-compatible" content="ie=edge">
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+ <title>Apache DataFusion Python 43.1.0 Released - Apache DataFusion
Blog</title>
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src="/blog/images/logo_original4x.png" style="height: 32px;"/> Apache
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+<!-- page contents -->
+<div id="contents">
+ <div class="bg-white p-5 rounded">
+ <div class="col-sm-8 mx-auto">
+ <h1>
+ Apache DataFusion Python 43.1.0 Released
+ </h1>
+ <p>Posted on: Fri 07 February 2025 by timsaucer</p>
+ <!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/";>datafusion-python 44.0.0</a>
has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md";>DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog";>changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch</code> from a <code>RecordBatchStream</code>
was a synchronous call, which would
+require the end user's code to wait for the data retrieval. This is described
in
+<a href="https://github.com/apache/datafusion-python/issues/974";>Issue
974</a>. We continue to support this as a synchronous iterator, but we have
also added
+in the ability to retrieve the <code>RecordBatch</code> using the Python
asynchronous <code>anext</code>
+function.</p>
+<h1>Default Compression for Parquet files</h1>
+<p>With <a href="https://github.com/apache/datafusion-python/pull/981";>PR
981</a>, we change the saving of Parquet files to use zstd compression by
default.
+Previously the default was uncompressed, causing excessive disk storage. Zstd
is an
+excellent compression scheme that balances speed and compression ratio. Users
can still
+save their Parquet files uncompressed by passing in the appropriate value to
the
+<code>compression</code> argument when calling
<code>DataFrame.write_parquet</code>.</p>
+<h2><code>uv</code> package management</h2>
+<p><a href="https://github.com/astral-sh/uv";>uv</a> is an extremely fast
Python package manager, written in Rust. In the previous version
+of <code>datafusion-python</code> we had a combination of settings of PyPi and
Conda. Instead, we
+switch to using <a href="https://github.com/astral-sh/uv";>uv</a> is our
primary method for dependency management.</p>
+<p>For most users of DataFusion, this change will be transparent. You can
still install
+via <code>pip</code> or <code>conda</code>. For developers, the instructions
in the repository have been updated.</p>
+<h2>Migration Guide</h2>
+<p>During the upgrade from <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/43.0.0.md";>DataFusion
43.0.0</a> to <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md";>DataFusion
44.0.0</a> as our upstream core
+dependency, we discovered a few changes were necessary within our repository
and our
+unit tests. These notes serve to help guide users who may encounter similar
issues when
+upgrading.</p>
+<ul>
+<li><code>RuntimeConfig</code> is now deprecated in favor of
<code>RuntimeEnvBuilder</code>. The migration is
+fairly straightforward, and the corresponding classes have been marked as
deprecated. For
+end users it should be simply a matter of changing the class name.</li>
+<li>If you perform a <code>concat</code> of a <code>string_view</code> and
<code>string</code>, it will now return a
+<code>string_view</code> instead of a <code>string</code>. This likely only
impacts unit tests that are validating
+return types. In general, it is recommended to switch to using
<code>string_view</code> whenever
+possible. You can see the blog articles <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/";>String
View Pt 1</a> and <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/";>Pt
2</a> for more information
+on these performance improvements.</li>
+<li>The function <code>date_part</code> now returns an <code>int32</code>
instead of a <code>float64</code>. This is likely
+only impactful to unit tests.</li>
+</ul>
+<h2>Appreciation</h2>
+<p>We would like to thank everyone who has helped with these releases through
their helpful
+conversations, code review, issue descriptions, and code authoring. We would
especially
+like to thank the following authors of PRs who made these releases possible,
listed in
+alphabetical order by username: <a
href="https://github.com/chenkovsky";>@chenkovsky</a>, <a
href="https://github.com/ion-elgreco";>@ion-elgreco</a>, <a
href="https://github.com/kylebarron";>@kylebarron</a>, and
+<a href="https://github.com/kosiew";>@kosiew</a>.</p>
+<p>Thank you!</p>
+<h2>Get Involved</h2>
+<p>The DataFusion Python team is an active and engaging community and we would
love
+to have you join us and help the project.</p>
+<p>Here are some ways to get involved:</p>
+<ul>
+<li>
+<p>Learn more by visiting the <a
href="https://datafusion.apache.org/python/index.html";>DataFusion Python
project</a> page.</p>
+</li>
+<li>
+<p>Try out the project and provide feedback, file issues, and contribute
code.</p>
+</li>
+<li>
+<p>Join us on <a href="https://s.apache.org/slack-invite";>ASF Slack</a> or the
<a href="https://discord.gg/Qw5gKqHxUM";>Arrow Rust Discord Server</a>.</p>
+</li>
+</ul>
+ </div>
+ </div>
+ </div>
+ <!-- footer -->
+ <div class="row">
+ <div class="large-12 medium-12 columns">
+ <p style="font-style: italic; font-size: 0.8rem; text-align: center;">
+ Copyright 2025, <a href="https://www.apache.org/";>The Apache
Software Foundation</a>, Licensed under the <a
href="https://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.<br/>
+ Apache® and the Apache feather logo are trademarks of The Apache
Software Foundation.
+ </p>
+ </div>
+ </div>
+ <script src="/blog/js/bootstrap.bundle.min.js"></script> </main>
+ </body>
+</html>
diff --git a/blog/author/timsaucer.html b/blog/author/timsaucer.html
index 1a905f0..da3385a 100644
--- a/blog/author/timsaucer.html
+++ b/blog/author/timsaucer.html
@@ -47,6 +47,47 @@
<p><i>Here you can find the latest updates from DataFusion and
related projects.</i></p>
+ <!-- Post -->
+ <div class="row">
+ <div class="callout">
+ <article class="post">
+ <header>
+ <div class="title">
+ <h1><a
href="/blog/2025/02/07/datafusion-python-44.0.0">Apache DataFusion Python
43.1.0 Released</a></h1>
+ <p>Posted on: Fri 07 February 2025 by timsaucer</p>
+ <p><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/";>datafusion-python 44.0.0</a>
has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md";>DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog";>changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch …</code></p></p>
+ <footer>
+ <ul class="actions">
+ <div style="text-align: right"><a
href="/blog/2025/02/07/datafusion-python-44.0.0" class="button medium">Continue
Reading</a></div>
+ </ul>
+ <ul class="stats">
+ </ul>
+ </footer>
+ </article>
+ </div>
+ </div>
<!-- Post -->
<div class="row">
<div class="callout">
diff --git a/blog/category/blog.html b/blog/category/blog.html
index 33084fb..62d3469 100644
--- a/blog/category/blog.html
+++ b/blog/category/blog.html
@@ -47,6 +47,47 @@
<p><i>Here you can find the latest updates from DataFusion and
related projects.</i></p>
+ <!-- Post -->
+ <div class="row">
+ <div class="callout">
+ <article class="post">
+ <header>
+ <div class="title">
+ <h1><a
href="/blog/2025/02/07/datafusion-python-44.0.0">Apache DataFusion Python
43.1.0 Released</a></h1>
+ <p>Posted on: Fri 07 February 2025 by timsaucer</p>
+ <p><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/";>datafusion-python 44.0.0</a>
has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md";>DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog";>changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch …</code></p></p>
+ <footer>
+ <ul class="actions">
+ <div style="text-align: right"><a
href="/blog/2025/02/07/datafusion-python-44.0.0" class="button medium">Continue
Reading</a></div>
+ </ul>
+ <ul class="stats">
+ </ul>
+ </footer>
+ </article>
+ </div>
+ </div>
<!-- Post -->
<div class="row">
<div class="callout">
diff --git a/blog/feed.xml b/blog/feed.xml
index 097ceff..d77cccd 100644
--- a/blog/feed.xml
+++ b/blog/feed.xml
@@ -1,5 +1,27 @@
<?xml version="1.0" encoding="utf-8"?>
-<rss version="2.0"><channel><title>Apache DataFusion
Blog</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Fri,
17 Jan 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion Comet
0.5.0
Release</title><link>https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0</link><description><!--
+<rss version="2.0"><channel><title>Apache DataFusion
Blog</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Fri,
07 Feb 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion
Python 43.1.0
Released</title><link>https://datafusion.apache.org/blog/2025/02/07/datafusion-python-44.0.0</link><description><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch
…</code></p></description><dc:creator
xmlns:dc="http://purl.org/dc/elements/1.1/";>timsaucer</dc:creator><pubDate>Fri,
07 Feb 2025 00:00:00 +0000</pubDate><guid
isPermaLink="false">tag:datafusion.apache.org,2025-02-07:/blog/2025/02/07/datafusion-python-44.0.0</guid><category>blog</category></item><item><title>Apache
DataFusion Comet 0.5.0
Release</title><link>https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0</lin
[...]
{% comment %}
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
diff --git a/blog/feeds/all-en.atom.xml b/blog/feeds/all-en.atom.xml
index 3c270ce..ec07b85 100644
--- a/blog/feeds/all-en.atom.xml
+++ b/blog/feeds/all-en.atom.xml
@@ -1,5 +1,104 @@
<?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion
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rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/all-en.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-01-17T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Comet 0.5.0 Release</title><link
href="https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0"; rel
[...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion
Blog</title><link href="https://datafusion.apache.org/blog/";
rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/all-en.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-02-07T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Python 43.1.0 Released</title><link
href="https://datafusion.apache.org/blog/2025/02/07/datafusion-python-44.0.0
[...]
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch
…</code></p></summary><content type="html"><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch</code> from a
<code>RecordBatchStream</code> was a synchronous call, which would
+require the end user's code to wait for the data retrieval. This is described
in
+<a href="https://github.com/apache/datafusion-python/issues/974">Issue
974</a>. We continue to support this as a synchronous iterator, but we
have also added
+in the ability to retrieve the <code>RecordBatch</code> using the
Python asynchronous <code>anext</code>
+function.</p>
+<h1>Default Compression for Parquet files</h1>
+<p>With <a
href="https://github.com/apache/datafusion-python/pull/981">PR
981</a>, we change the saving of Parquet files to use zstd compression by
default.
+Previously the default was uncompressed, causing excessive disk storage. Zstd
is an
+excellent compression scheme that balances speed and compression ratio. Users
can still
+save their Parquet files uncompressed by passing in the appropriate value to
the
+<code>compression</code> argument when calling
<code>DataFrame.write_parquet</code>.</p>
+<h2><code>uv</code> package management</h2>
+<p><a href="https://github.com/astral-sh/uv">uv</a> is an
extremely fast Python package manager, written in Rust. In the previous version
+of <code>datafusion-python</code> we had a combination of settings
of PyPi and Conda. Instead, we
+switch to using <a href="https://github.com/astral-sh/uv">uv</a>
is our primary method for dependency management.</p>
+<p>For most users of DataFusion, this change will be transparent. You
can still install
+via <code>pip</code> or <code>conda</code>. For
developers, the instructions in the repository have been updated.</p>
+<h2>Migration Guide</h2>
+<p>During the upgrade from <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/43.0.0.md">DataFusion
43.0.0</a> to <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> as our upstream core
+dependency, we discovered a few changes were necessary within our repository
and our
+unit tests. These notes serve to help guide users who may encounter similar
issues when
+upgrading.</p>
+<ul>
+<li><code>RuntimeConfig</code> is now deprecated in favor of
<code>RuntimeEnvBuilder</code>. The migration is
+fairly straightforward, and the corresponding classes have been marked as
deprecated. For
+end users it should be simply a matter of changing the class name.</li>
+<li>If you perform a <code>concat</code> of a
<code>string_view</code> and <code>string</code>, it
will now return a
+<code>string_view</code> instead of a
<code>string</code>. This likely only impacts unit tests that are
validating
+return types. In general, it is recommended to switch to using
<code>string_view</code> whenever
+possible. You can see the blog articles <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/">String
View Pt 1</a> and <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/">Pt
2</a> for more information
+on these performance improvements.</li>
+<li>The function <code>date_part</code> now returns an
<code>int32</code> instead of a <code>float64</code>.
This is likely
+only impactful to unit tests.</li>
+</ul>
+<h2>Appreciation</h2>
+<p>We would like to thank everyone who has helped with these releases
through their helpful
+conversations, code review, issue descriptions, and code authoring. We would
especially
+like to thank the following authors of PRs who made these releases possible,
listed in
+alphabetical order by username: <a
href="https://github.com/chenkovsky">@chenkovsky</a>, <a
href="https://github.com/ion-elgreco">@ion-elgreco</a>, <a
href="https://github.com/kylebarron">@kylebarron</a>, and
+<a href="https://github.com/kosiew">@kosiew</a>.</p>
+<p>Thank you!</p>
+<h2>Get Involved</h2>
+<p>The DataFusion Python team is an active and engaging community and we
would love
+to have you join us and help the project.</p>
+<p>Here are some ways to get involved:</p>
+<ul>
+<li>
+<p>Learn more by visiting the <a
href="https://datafusion.apache.org/python/index.html">DataFusion Python
project</a> page.</p>
+</li>
+<li>
+<p>Try out the project and provide feedback, file issues, and contribute
code.</p>
+</li>
+<li>
+<p>Join us on <a href="https://s.apache.org/slack-invite">ASF
Slack</a> or the <a href="https://discord.gg/Qw5gKqHxUM">Arrow Rust
Discord Server</a>.</p>
+</li>
+</ul></content><category
term="blog"></category></entry><entry><title>Apache DataFusion Comet 0.5.0
Release</title><link
href="https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0";
rel="alternate"></link><published>2025-01-17T00:00:00+00:00</published><updated>2025-01-17T00:00:00+00:00</updated><author><name>pmc</name></author><id>tag:datafusion.apache.org,2025-01-17:/blog/2025/01/17/datafusion-comet-0.5.0</id><summary
type="html"><!--
{% comment %}
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
diff --git a/blog/feeds/blog.atom.xml b/blog/feeds/blog.atom.xml
index e6a28bb..00f292f 100644
--- a/blog/feeds/blog.atom.xml
+++ b/blog/feeds/blog.atom.xml
@@ -1,5 +1,104 @@
<?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog -
blog</title><link href="https://datafusion.apache.org/blog/";
rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/blog.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-01-17T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Comet 0.5.0 Release</title><link
href="https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0 [...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog -
blog</title><link href="https://datafusion.apache.org/blog/";
rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/blog.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-02-07T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Python 43.1.0 Released</title><link
href="https://datafusion.apache.org/blog/2025/02/07/datafusion-python-4 [...]
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch
…</code></p></summary><content type="html"><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch</code> from a
<code>RecordBatchStream</code> was a synchronous call, which would
+require the end user's code to wait for the data retrieval. This is described
in
+<a href="https://github.com/apache/datafusion-python/issues/974">Issue
974</a>. We continue to support this as a synchronous iterator, but we
have also added
+in the ability to retrieve the <code>RecordBatch</code> using the
Python asynchronous <code>anext</code>
+function.</p>
+<h1>Default Compression for Parquet files</h1>
+<p>With <a
href="https://github.com/apache/datafusion-python/pull/981">PR
981</a>, we change the saving of Parquet files to use zstd compression by
default.
+Previously the default was uncompressed, causing excessive disk storage. Zstd
is an
+excellent compression scheme that balances speed and compression ratio. Users
can still
+save their Parquet files uncompressed by passing in the appropriate value to
the
+<code>compression</code> argument when calling
<code>DataFrame.write_parquet</code>.</p>
+<h2><code>uv</code> package management</h2>
+<p><a href="https://github.com/astral-sh/uv">uv</a> is an
extremely fast Python package manager, written in Rust. In the previous version
+of <code>datafusion-python</code> we had a combination of settings
of PyPi and Conda. Instead, we
+switch to using <a href="https://github.com/astral-sh/uv">uv</a>
is our primary method for dependency management.</p>
+<p>For most users of DataFusion, this change will be transparent. You
can still install
+via <code>pip</code> or <code>conda</code>. For
developers, the instructions in the repository have been updated.</p>
+<h2>Migration Guide</h2>
+<p>During the upgrade from <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/43.0.0.md">DataFusion
43.0.0</a> to <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> as our upstream core
+dependency, we discovered a few changes were necessary within our repository
and our
+unit tests. These notes serve to help guide users who may encounter similar
issues when
+upgrading.</p>
+<ul>
+<li><code>RuntimeConfig</code> is now deprecated in favor of
<code>RuntimeEnvBuilder</code>. The migration is
+fairly straightforward, and the corresponding classes have been marked as
deprecated. For
+end users it should be simply a matter of changing the class name.</li>
+<li>If you perform a <code>concat</code> of a
<code>string_view</code> and <code>string</code>, it
will now return a
+<code>string_view</code> instead of a
<code>string</code>. This likely only impacts unit tests that are
validating
+return types. In general, it is recommended to switch to using
<code>string_view</code> whenever
+possible. You can see the blog articles <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/">String
View Pt 1</a> and <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/">Pt
2</a> for more information
+on these performance improvements.</li>
+<li>The function <code>date_part</code> now returns an
<code>int32</code> instead of a <code>float64</code>.
This is likely
+only impactful to unit tests.</li>
+</ul>
+<h2>Appreciation</h2>
+<p>We would like to thank everyone who has helped with these releases
through their helpful
+conversations, code review, issue descriptions, and code authoring. We would
especially
+like to thank the following authors of PRs who made these releases possible,
listed in
+alphabetical order by username: <a
href="https://github.com/chenkovsky">@chenkovsky</a>, <a
href="https://github.com/ion-elgreco">@ion-elgreco</a>, <a
href="https://github.com/kylebarron">@kylebarron</a>, and
+<a href="https://github.com/kosiew">@kosiew</a>.</p>
+<p>Thank you!</p>
+<h2>Get Involved</h2>
+<p>The DataFusion Python team is an active and engaging community and we
would love
+to have you join us and help the project.</p>
+<p>Here are some ways to get involved:</p>
+<ul>
+<li>
+<p>Learn more by visiting the <a
href="https://datafusion.apache.org/python/index.html">DataFusion Python
project</a> page.</p>
+</li>
+<li>
+<p>Try out the project and provide feedback, file issues, and contribute
code.</p>
+</li>
+<li>
+<p>Join us on <a href="https://s.apache.org/slack-invite">ASF
Slack</a> or the <a href="https://discord.gg/Qw5gKqHxUM">Arrow Rust
Discord Server</a>.</p>
+</li>
+</ul></content><category
term="blog"></category></entry><entry><title>Apache DataFusion Comet 0.5.0
Release</title><link
href="https://datafusion.apache.org/blog/2025/01/17/datafusion-comet-0.5.0";
rel="alternate"></link><published>2025-01-17T00:00:00+00:00</published><updated>2025-01-17T00:00:00+00:00</updated><author><name>pmc</name></author><id>tag:datafusion.apache.org,2025-01-17:/blog/2025/01/17/datafusion-comet-0.5.0</id><summary
type="html"><!--
{% comment %}
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
diff --git a/blog/feeds/timsaucer.atom.xml b/blog/feeds/timsaucer.atom.xml
index e292500..7e8a4ae 100644
--- a/blog/feeds/timsaucer.atom.xml
+++ b/blog/feeds/timsaucer.atom.xml
@@ -1,5 +1,104 @@
<?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog -
timsaucer</title><link href="https://datafusion.apache.org/blog/";
rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/timsaucer.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2024-12-14T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Python 43.1.0 Released</title><link
href="https://datafusion.apache.org/blog/2024/12/14/datafusio [...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog -
timsaucer</title><link href="https://datafusion.apache.org/blog/";
rel="alternate"></link><link
href="https://datafusion.apache.org/blog/feeds/timsaucer.atom.xml";
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-02-07T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
DataFusion Python 43.1.0 Released</title><link
href="https://datafusion.apache.org/blog/2025/02/07/datafusio [...]
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch
…</code></p></summary><content type="html"><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch</code> from a
<code>RecordBatchStream</code> was a synchronous call, which would
+require the end user's code to wait for the data retrieval. This is described
in
+<a href="https://github.com/apache/datafusion-python/issues/974">Issue
974</a>. We continue to support this as a synchronous iterator, but we
have also added
+in the ability to retrieve the <code>RecordBatch</code> using the
Python asynchronous <code>anext</code>
+function.</p>
+<h1>Default Compression for Parquet files</h1>
+<p>With <a
href="https://github.com/apache/datafusion-python/pull/981">PR
981</a>, we change the saving of Parquet files to use zstd compression by
default.
+Previously the default was uncompressed, causing excessive disk storage. Zstd
is an
+excellent compression scheme that balances speed and compression ratio. Users
can still
+save their Parquet files uncompressed by passing in the appropriate value to
the
+<code>compression</code> argument when calling
<code>DataFrame.write_parquet</code>.</p>
+<h2><code>uv</code> package management</h2>
+<p><a href="https://github.com/astral-sh/uv">uv</a> is an
extremely fast Python package manager, written in Rust. In the previous version
+of <code>datafusion-python</code> we had a combination of settings
of PyPi and Conda. Instead, we
+switch to using <a href="https://github.com/astral-sh/uv">uv</a>
is our primary method for dependency management.</p>
+<p>For most users of DataFusion, this change will be transparent. You
can still install
+via <code>pip</code> or <code>conda</code>. For
developers, the instructions in the repository have been updated.</p>
+<h2>Migration Guide</h2>
+<p>During the upgrade from <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/43.0.0.md">DataFusion
43.0.0</a> to <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> as our upstream core
+dependency, we discovered a few changes were necessary within our repository
and our
+unit tests. These notes serve to help guide users who may encounter similar
issues when
+upgrading.</p>
+<ul>
+<li><code>RuntimeConfig</code> is now deprecated in favor of
<code>RuntimeEnvBuilder</code>. The migration is
+fairly straightforward, and the corresponding classes have been marked as
deprecated. For
+end users it should be simply a matter of changing the class name.</li>
+<li>If you perform a <code>concat</code> of a
<code>string_view</code> and <code>string</code>, it
will now return a
+<code>string_view</code> instead of a
<code>string</code>. This likely only impacts unit tests that are
validating
+return types. In general, it is recommended to switch to using
<code>string_view</code> whenever
+possible. You can see the blog articles <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-1/">String
View Pt 1</a> and <a
href="https://datafusion.apache.org/blog/2024/09/13/string-view-german-style-strings-part-2/">Pt
2</a> for more information
+on these performance improvements.</li>
+<li>The function <code>date_part</code> now returns an
<code>int32</code> instead of a <code>float64</code>.
This is likely
+only impactful to unit tests.</li>
+</ul>
+<h2>Appreciation</h2>
+<p>We would like to thank everyone who has helped with these releases
through their helpful
+conversations, code review, issue descriptions, and code authoring. We would
especially
+like to thank the following authors of PRs who made these releases possible,
listed in
+alphabetical order by username: <a
href="https://github.com/chenkovsky">@chenkovsky</a>, <a
href="https://github.com/ion-elgreco">@ion-elgreco</a>, <a
href="https://github.com/kylebarron">@kylebarron</a>, and
+<a href="https://github.com/kosiew">@kosiew</a>.</p>
+<p>Thank you!</p>
+<h2>Get Involved</h2>
+<p>The DataFusion Python team is an active and engaging community and we
would love
+to have you join us and help the project.</p>
+<p>Here are some ways to get involved:</p>
+<ul>
+<li>
+<p>Learn more by visiting the <a
href="https://datafusion.apache.org/python/index.html">DataFusion Python
project</a> page.</p>
+</li>
+<li>
+<p>Try out the project and provide feedback, file issues, and contribute
code.</p>
+</li>
+<li>
+<p>Join us on <a href="https://s.apache.org/slack-invite">ASF
Slack</a> or the <a href="https://discord.gg/Qw5gKqHxUM">Arrow Rust
Discord Server</a>.</p>
+</li>
+</ul></content><category
term="blog"></category></entry><entry><title>Apache DataFusion Python 43.1.0
Released</title><link
href="https://datafusion.apache.org/blog/2024/12/14/datafusion-python-43.1.0";
rel="alternate"></link><published>2024-12-14T00:00:00+00:00</published><updated>2024-12-14T00:00:00+00:00</updated><author><name>timsaucer</name></author><id>tag:datafusion.apache.org,2024-12-14:/blog/2024/12/14/datafusion-python-43.1.0</id><summary
type="html"><!--
{% comment %}
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
diff --git a/blog/feeds/timsaucer.rss.xml b/blog/feeds/timsaucer.rss.xml
index fc20003..75d2270 100644
--- a/blog/feeds/timsaucer.rss.xml
+++ b/blog/feeds/timsaucer.rss.xml
@@ -1,5 +1,27 @@
<?xml version="1.0" encoding="utf-8"?>
-<rss version="2.0"><channel><title>Apache DataFusion Blog -
timsaucer</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Sat,
14 Dec 2024 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion
Python 43.1.0
Released</title><link>https://datafusion.apache.org/blog/2024/12/14/datafusion-python-43.1.0</link><description><!--
+<rss version="2.0"><channel><title>Apache DataFusion Blog -
timsaucer</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Fri,
07 Feb 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion
Python 43.1.0
Released</title><link>https://datafusion.apache.org/blog/2025/02/07/datafusion-python-44.0.0</link><description><!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/">datafusion-python
44.0.0</a> has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md">DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog">changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch
…</code></p></description><dc:creator
xmlns:dc="http://purl.org/dc/elements/1.1/";>timsaucer</dc:creator><pubDate>Fri,
07 Feb 2025 00:00:00 +0000</pubDate><guid
isPermaLink="false">tag:datafusion.apache.org,2025-02-07:/blog/2025/02/07/datafusion-python-44.0.0</guid><category>blog</category></item><item><title>Apache
DataFusion Python 43.1.0
Released</title><link>https://datafusion.apache.org/blog/2024/12/14/datafusion-python-43.1.0
[...]
{% comment %}
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
diff --git a/blog/index.html b/blog/index.html
index edc59b1..eac043b 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -44,6 +44,47 @@
<p><i>Here you can find the latest updates from DataFusion and
related projects.</i></p>
+ <!-- Post -->
+ <div class="row">
+ <div class="callout">
+ <article class="post">
+ <header>
+ <div class="title">
+ <h1><a
href="/blog/2025/02/07/datafusion-python-44.0.0">Apache DataFusion Python
43.1.0 Released</a></h1>
+ <p>Posted on: Fri 07 February 2025 by timsaucer</p>
+ <p><!--
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+<p>We are happy to announce that <a
href="https://pypi.org/project/datafusion/44.0.0/";>datafusion-python 44.0.0</a>
has been released. This release
+brings in all of the new features of the core <a
href="https://github.com/apache/datafusion/blob/main/dev/changelog/44.0.0.md";>DataFusion
44.0.0</a> library. You can see the
+full details of the improvements in the <a
href="https://github.com/apache/datafusion-python/tree/main/dev/changelog";>changelogs</a>.</p>
+<h2>Asynchronous Iteration of Record Batches</h2>
+<p>Retrieving a <code>RecordBatch …</code></p></p>
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