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new 1ed81b526cf Updating built site (build
7b5ce151e824dae32c8d5da6aefa97f307e096ff)
1ed81b526cf is described below
commit 1ed81b526cf3e3ac39a9069ead105e57b599abf2
Author: David Li <[email protected]>
AuthorDate: Fri Nov 10 16:54:32 2023 +0000
Updating built site (build 7b5ce151e824dae32c8d5da6aefa97f307e096ff)
---
.../2023/11/09/adbc-0.8.0-release}/index.html | 165 ++++++++------
blog/index.html | 15 ++
docs/c_glib/index.html | 4 +-
feed.xml | 249 ++++++---------------
release/0.1.0.html | 4 +-
release/0.10.0.html | 4 +-
release/0.11.0.html | 4 +-
release/0.11.1.html | 4 +-
release/0.12.0.html | 4 +-
release/0.13.0.html | 4 +-
release/0.14.0.html | 4 +-
release/0.14.1.html | 4 +-
release/0.15.0.html | 4 +-
release/0.15.1.html | 4 +-
release/0.16.0.html | 4 +-
release/0.17.0.html | 4 +-
release/0.17.1.html | 4 +-
release/0.2.0.html | 4 +-
release/0.3.0.html | 4 +-
release/0.4.0.html | 4 +-
release/0.4.1.html | 4 +-
release/0.5.0.html | 4 +-
release/0.6.0.html | 4 +-
release/0.7.0.html | 4 +-
release/0.7.1.html | 4 +-
release/0.8.0.html | 4 +-
release/0.9.0.html | 4 +-
release/1.0.0.html | 4 +-
release/1.0.1.html | 4 +-
release/10.0.0.html | 4 +-
release/10.0.1.html | 4 +-
release/11.0.0.html | 4 +-
release/12.0.0.html | 4 +-
release/12.0.1.html | 4 +-
release/13.0.0.html | 4 +-
release/14.0.0.html | 4 +-
release/14.0.1.html | 4 +-
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release/3.0.0.html | 4 +-
release/4.0.0.html | 4 +-
release/4.0.1.html | 4 +-
release/5.0.0.html | 4 +-
release/6.0.0.html | 4 +-
release/6.0.1.html | 4 +-
release/7.0.0.html | 4 +-
release/8.0.0.html | 4 +-
release/9.0.0.html | 4 +-
release/index.html | 4 +-
48 files changed, 274 insertions(+), 335 deletions(-)
diff --git a/release/index.html b/blog/2023/11/09/adbc-0.8.0-release/index.html
similarity index 52%
copy from release/index.html
copy to blog/2023/11/09/adbc-0.8.0-release/index.html
index 0dc7657d7fc..8b7ec5f4ebc 100644
--- a/release/index.html
+++ b/blog/2023/11/09/adbc-0.8.0-release/index.html
@@ -6,27 +6,29 @@
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- The above meta tags *must* come first in the head; any other head
content must come *after* these tags -->
- <title>Releases | Apache Arrow</title>
+ <title>Apache Arrow ADBC 0.8.0 (Libraries) Release | Apache Arrow</title>
<!-- Begin Jekyll SEO tag v2.8.0 -->
<meta name="generator" content="Jekyll v4.2.0" />
-<meta property="og:title" content="Releases" />
+<meta property="og:title" content="Apache Arrow ADBC 0.8.0 (Libraries)
Release" />
+<meta name="author" content="pmc" />
<meta property="og:locale" content="en_US" />
-<meta name="description" content="Apache Arrow Releases Navigate to the
release page for downloads and the changelog. 14.0.1 (10 November 2023) 14.0.0
(1 November 2023) 13.0.0 (23 August 2023) 12.0.1 (13 June 2023) 12.0.0 (2 May
2023) 11.0.0 (26 January 2023) 10.0.1 (22 November 2022) 10.0.0 (26 October
2022) 9.0.0 (3 August 2022) 8.0.0 (6 May 2022) 7.0.0 (3 February 2022) 6.0.1
(18 November 2021) 6.0.0 (26 October 2021) 5.0.0 (29 July 2021) 4.0.1 (26 May
2021) 4.0.0 (26 April 2021) 3.0. [...]
-<meta property="og:description" content="Apache Arrow Releases Navigate to the
release page for downloads and the changelog. 14.0.1 (10 November 2023) 14.0.0
(1 November 2023) 13.0.0 (23 August 2023) 12.0.1 (13 June 2023) 12.0.0 (2 May
2023) 11.0.0 (26 January 2023) 10.0.1 (22 November 2022) 10.0.0 (26 October
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(18 November 2021) 6.0.0 (26 October 2021) 5.0.0 (29 July 2021) 4.0.1 (26 May
2021) 4.0.0 (26 April 202 [...]
-<link rel="canonical" href="https://arrow.apache.org/release/"; />
-<meta property="og:url" content="https://arrow.apache.org/release/"; />
+<meta name="description" content="The Apache Arrow team is pleased to announce
the 0.8.0 release of the Apache Arrow ADBC libraries. This covers includes 43
resolved issues from 12 distinct contributors. This is a release of the
libraries, which are at version 0.8.0. The API specification is versioned
separately and is at version 1.1.0. The release notes below are not exhaustive
and only expose selected highlights of the release. Many other bugfixes and
improvements have been made: we re [...]
+<meta property="og:description" content="The Apache Arrow team is pleased to
announce the 0.8.0 release of the Apache Arrow ADBC libraries. This covers
includes 43 resolved issues from 12 distinct contributors. This is a release of
the libraries, which are at version 0.8.0. The API specification is versioned
separately and is at version 1.1.0. The release notes below are not exhaustive
and only expose selected highlights of the release. Many other bugfixes and
improvements have been made [...]
+<link rel="canonical"
href="https://arrow.apache.org/blog/2023/11/09/adbc-0.8.0-release/"; />
+<meta property="og:url"
content="https://arrow.apache.org/blog/2023/11/09/adbc-0.8.0-release/"; />
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-09T00:00:00-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
-<meta property="twitter:title" content="Releases" />
+<meta property="twitter:title" content="Apache Arrow ADBC 0.8.0 (Libraries)
Release" />
<meta name="twitter:site" content="@ApacheArrow" />
+<meta name="twitter:creator" content="@pmc" />
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November 2022) 10.0.0 (26 October 2022) 9.0.0 (3 August 2022) 8.0.0 (6 May
2022) 7.0.0 (3 February [...]
+{"@context":"https://schema.org","@type":"BlogPosting","author":{"@type":"Person","name":"pmc"},"dateModified":"2023-11-09T00:00:00-05:00","datePublished":"2023-11-09T00:00:00-05:00","description":"The
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<!-- End Jekyll SEO tag -->
@@ -228,63 +230,100 @@
</header>
<div class="container p-4 pt-5">
- <main role="main" class="pb-5">
- <!--
+ <div class="col-md-8 mx-auto">
+ <main role="main" class="pb-5">
+
+<h1>
+ Apache Arrow ADBC 0.8.0 (Libraries) Release
+</h1>
+<hr class="mt-4 mb-3">
+
+
+
+<p class="mb-4 pb-1">
+ <span class="badge badge-secondary">Published</span>
+ <span class="published mr-3">
+ 09 Nov 2023
+ </span>
+ <br />
+ <span class="badge badge-secondary">By</span>
+
+ <a class="mr-3" href="https://arrow.apache.org";>The Apache Arrow PMC (pmc)
</a>
+
+
+
+</p>
+
+
+ <!--
-->
-<h1 id="apache-arrow-releases">Apache Arrow Releases</h1>
-
-<p>Navigate to the release page for downloads and the changelog.</p>
-
-<ul>
- <li><a href="/release/14.0.1.html">14.0.1 (10 November 2023)</a></li>
- <li><a href="/release/14.0.0.html">14.0.0 (1 November 2023)</a></li>
- <li><a href="/release/13.0.0.html">13.0.0 (23 August 2023)</a></li>
- <li><a href="/release/12.0.1.html">12.0.1 (13 June 2023)</a></li>
- <li><a href="/release/12.0.0.html">12.0.0 (2 May 2023)</a></li>
- <li><a href="/release/11.0.0.html">11.0.0 (26 January 2023)</a></li>
- <li><a href="/release/10.0.1.html">10.0.1 (22 November 2022)</a></li>
- <li><a href="/release/10.0.0.html">10.0.0 (26 October 2022)</a></li>
- <li><a href="/release/9.0.0.html">9.0.0 (3 August 2022)</a></li>
- <li><a href="/release/8.0.0.html">8.0.0 (6 May 2022)</a></li>
- <li><a href="/release/7.0.0.html">7.0.0 (3 February 2022)</a></li>
- <li><a href="/release/6.0.1.html">6.0.1 (18 November 2021)</a></li>
- <li><a href="/release/6.0.0.html">6.0.0 (26 October 2021)</a></li>
- <li><a href="/release/5.0.0.html">5.0.0 (29 July 2021)</a></li>
- <li><a href="/release/4.0.1.html">4.0.1 (26 May 2021)</a></li>
- <li><a href="/release/4.0.0.html">4.0.0 (26 April 2021)</a></li>
- <li><a href="/release/3.0.0.html">3.0.0 (26 January 2021)</a></li>
- <li><a href="/release/2.0.0.html">2.0.0 (19 October 2020)</a></li>
- <li><a href="/release/1.0.1.html">1.0.1 (21 August 2020)</a></li>
- <li><a href="/release/1.0.0.html">1.0.0 (24 July 2020)</a></li>
- <li><a href="/release/0.17.1.html">0.17.1 (18 May 2020)</a></li>
- <li><a href="/release/0.17.0.html">0.17.0 (20 April 2020)</a></li>
- <li><a href="/release/0.16.0.html">0.16.0 (7 February 2020)</a></li>
- <li><a href="/release/0.15.1.html">0.15.1 (1 November 2019)</a></li>
- <li><a href="/release/0.15.0.html">0.15.0 (5 October 2019)</a></li>
- <li><a href="/release/0.14.1.html">0.14.1 (22 July 2019)</a></li>
- <li><a href="/release/0.14.0.html">0.14.0 (4 July 2019)</a></li>
- <li><a href="/release/0.13.0.html">0.13.0 (1 April 2019)</a></li>
- <li><a href="/release/0.12.0.html">0.12.0 (20 January 2019)</a></li>
- <li><a href="/release/0.11.1.html">0.11.1 (19 October 2018)</a></li>
- <li><a href="/release/0.11.0.html">0.11.0 (8 October 2018)</a></li>
- <li><a href="/release/0.10.0.html">0.10.0 (6 August 2018)</a></li>
- <li><a href="/release/0.9.0.html">0.9.0 (21 March 2018)</a></li>
- <li><a href="/release/0.8.0.html">0.8.0 (18 December 2017)</a></li>
- <li><a href="/release/0.7.1.html">0.7.1 (1 October 2017)</a></li>
- <li><a href="/release/0.7.0.html">0.7.0 (17 September 2017)</a></li>
- <li><a href="/release/0.6.0.html">0.6.0 (14 August 2017)</a></li>
- <li><a href="/release/0.5.0.html">0.5.0 (23 July 2017)</a></li>
- <li><a href="/release/0.4.1.html">0.4.1 (9 June 2017)</a></li>
- <li><a href="/release/0.4.0.html">0.4.0 (22 May 2017)</a></li>
- <li><a href="/release/0.3.0.html">0.3.0 (5 May 2017)</a></li>
- <li><a href="/release/0.2.0.html">0.2.0 (18 February 2017)</a></li>
- <li><a href="/release/0.1.0.html">0.1.0 (10 October 2016)</a></li>
-</ul>
-
-
- </main>
+<p>The Apache Arrow team is pleased to announce the 0.8.0 release of
+the Apache Arrow ADBC libraries. This covers includes <a
href="https://github.com/apache/arrow-adbc/milestone/12";><strong>43
+resolved issues</strong></a> from <a href="#contributors"><strong>12 distinct
contributors</strong></a>.</p>
+
+<p>This is a release of the <strong>libraries</strong>, which are at version
+0.8.0. The <strong>API specification</strong> is versioned separately and is
+at version 1.1.0.</p>
+
+<p>The release notes below are not exhaustive and only expose selected
+highlights of the release. Many other bugfixes and improvements have
+been made: we refer you to the <a
href="https://github.com/apache/arrow-adbc/blob/apache-arrow-adbc-0.8.0/CHANGELOG.md";>complete
changelog</a>.</p>
+
+<h2 id="release-highlights">Release Highlights</h2>
+
+<p>C#/.NET has added a BigQuery driver. Also, it now can be used through
ADO.NET.</p>
+
+<p>The R bindings now use ADBC 1.1.0, and more packages are now available on
+CRAN.</p>
+
+<p>The Snowflake driver now has an option to control whether to return decimal
+types or attempt to convert to integers/floats. The PostgreSQL driver now
+uses COPY for bulk ingestion, which Pandas has found is <a
href="https://github.com/pandas-dev/pandas/pull/53869#issuecomment-1771657930";>approximately
35x
+faster</a> than their previous method. The SQLite driver can now
+load <a href="https://www.sqlite.org/loadext.html";>extensions</a> and supports
more data types, including
+Arrow binary (SQL BLOB), and supports binding some dictionary-encoded types
+(which will be unpacked).</p>
+
+<h2 id="contributors">Contributors</h2>
+
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre
class="highlight"><code>$ git shortlog --perl-regexp
--author='^((?!dependabot\[bot\]).*)$' -sn
apache-arrow-adbc-0.7.0..apache-arrow-adbc-0.8.0
+ 27 David Li
+ 23 William Ayd
+ 19 Dewey Dunnington
+ 4 Matt Topol
+ 4 Solomon Choe
+ 4 davidhcoe
+ 2 vleslief-ms
+ 1 Aaron Ross
+ 1 Fredrik Hoem Grelland
+ 1 Joel Lubinitsky
+ 1 OleMussmann
+ 1 Ruoxuan Wang
+</code></pre></div></div>
+
+<h2 id="roadmap">Roadmap</h2>
+
+<p>Work continues on improving the existing drivers in terms of supported
+Arrow/database types, performance, and so on.</p>
+
+<p>For Java, the minimum JDK version will stay on JDK 8 as long as the Arrow
Java
+libraries remain on that version.</p>
+
+<p>There are currently no plans for a second API revision. As work progresses
+on asynchronous and device-aware APIs in the Arrow ecosystem, ADBC will
+eventually be updated to support any new APIs.</p>
+
+<h2 id="getting-involved">Getting Involved</h2>
+
+<p>We welcome questions and contributions from all interested. Issues
+can be filed on <a
href="https://github.com/apache/arrow-adbc/issues";>GitHub</a>, and questions
can be directed to GitHub
+or the <a href="/community/">Arrow mailing lists</a>.</p>
+
+
+ </main>
+ </div>
<hr/>
<footer class="footer">
diff --git a/blog/index.html b/blog/index.html
index 98ac7e1652c..6e05891060d 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -237,6 +237,21 @@
+ <p>
+ <h3>
+ <a href="/blog/2023/11/09/adbc-0.8.0-release/">Apache Arrow ADBC 0.8.0
(Libraries) Release</a>
+ </h3>
+
+ <p>
+ <span class="blog-list-date">
+ 9 November 2023
+ </span>
+ </p>
+ The Apache Arrow team is pleased to announce the 0.8.0 release of the
Apache Arrow ADBC libraries. This covers includes 43 resolved issues from 12
distinct contributors. This is a release of the libraries, which are at version
0.8.0. The API specification is versioned separately and is at version 1.1.0....
+ </p>
+
+
+
<p>
<h3>
<a href="/blog/2023/11/09/14.0.1-release/">Apache Arrow 14.0.1
Release</a>
diff --git a/docs/c_glib/index.html b/docs/c_glib/index.html
index 788a1fba12c..9630b490aef 100644
--- a/docs/c_glib/index.html
+++ b/docs/c_glib/index.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow GLib (C)" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow GLib (C) Apache Arrow GLib is a wrapper library for Apache Arrow C++.
Apache Arrow GLib provides C API. Apache Arrow GLib supports GObject
Introspection. It means that you can create language bindings at runtime or
compile time automatically. API reference manuals Apache Arrow GLib Apache
Parquet GLib Gandiva GLib Plasma [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow GLib (C) Apache Arrow GLib is a wrapper library for Apache Arrow C++.
Apache Arrow GLib provides C API. Apache Arrow GLib supports GObject
Introspection. It means that you can create language bindings at runtime or
compile time automatically. API reference manuals Apache Arrow GLib Apache
Parquet GLib Gandiva GLib Plasma [...]
<!-- End Jekyll SEO tag -->
diff --git a/feed.xml b/feed.xml
index d705e8ecf47..49050ae1983 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,4 @@
-<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.2.0">Jekyll</generator><link
href="https://arrow.apache.org/feed.xml"; rel="self" type="application/atom+xml"
/><link href="https://arrow.apache.org/"; rel="alternate" type="text/html"
/><updated>2023-11-10T10:17:43-05:00</updated><id>https://arrow.apache.org/feed.xml</id><title
type="html">Apache Arrow</title><subtitle>Apache Arrow is a cross-language
developm [...]
+<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.2.0">Jekyll</generator><link
href="https://arrow.apache.org/feed.xml"; rel="self" type="application/atom+xml"
/><link href="https://arrow.apache.org/"; rel="alternate" type="text/html"
/><updated>2023-11-10T11:50:37-05:00</updated><id>https://arrow.apache.org/feed.xml</id><title
type="html">Apache Arrow</title><subtitle>Apache Arrow is a cross-language
developm [...]
-->
@@ -24,7 +24,71 @@ if it reads Arrow IPC, Feather or Parquet data from
untrusted sources
<p>This vulnerability only affects PyArrow, not other Apache Arrow
implementations or bindings.</p>
-<p>Reference: <a
href="https://www.cve.org/CVERecord?id=CVE-2023-47248";>CVE-2023-47248</a>.</p>]]></content><author><name>pmc</name></author><category
term="release" /><summary type="html"><![CDATA[The Apache Arrow team is
pleased to announce the 14.0.1 release of Apache Arrow. This release contains a
single security fix for PyArrow. Other implementations are unchanged. It is
recommended that users of PyArrow upgrade to 14.0.1. Similarly, it is
recommended that downstream libraries upgra [...]
+<p>Reference: <a
href="https://www.cve.org/CVERecord?id=CVE-2023-47248";>CVE-2023-47248</a>.</p>]]></content><author><name>pmc</name></author><category
term="release" /><summary type="html"><![CDATA[The Apache Arrow team is
pleased to announce the 14.0.1 release of Apache Arrow. This release contains a
single security fix for PyArrow. Other implementations are unchanged. It is
recommended that users of PyArrow upgrade to 14.0.1. Similarly, it is
recommended that downstream libraries upgra [...]
+
+-->
+
+<p>The Apache Arrow team is pleased to announce the 0.8.0 release of
+the Apache Arrow ADBC libraries. This covers includes <a
href="https://github.com/apache/arrow-adbc/milestone/12";><strong>43
+resolved issues</strong></a> from <a href="#contributors"><strong>12 distinct
contributors</strong></a>.</p>
+
+<p>This is a release of the <strong>libraries</strong>, which are at version
+0.8.0. The <strong>API specification</strong> is versioned separately and is
+at version 1.1.0.</p>
+
+<p>The release notes below are not exhaustive and only expose selected
+highlights of the release. Many other bugfixes and improvements have
+been made: we refer you to the <a
href="https://github.com/apache/arrow-adbc/blob/apache-arrow-adbc-0.8.0/CHANGELOG.md";>complete
changelog</a>.</p>
+
+<h2 id="release-highlights">Release Highlights</h2>
+
+<p>C#/.NET has added a BigQuery driver. Also, it now can be used through
ADO.NET.</p>
+
+<p>The R bindings now use ADBC 1.1.0, and more packages are now available on
+CRAN.</p>
+
+<p>The Snowflake driver now has an option to control whether to return decimal
+types or attempt to convert to integers/floats. The PostgreSQL driver now
+uses COPY for bulk ingestion, which Pandas has found is <a
href="https://github.com/pandas-dev/pandas/pull/53869#issuecomment-1771657930";>approximately
35x
+faster</a> than their previous method. The SQLite driver can now
+load <a href="https://www.sqlite.org/loadext.html";>extensions</a> and supports
more data types, including
+Arrow binary (SQL BLOB), and supports binding some dictionary-encoded types
+(which will be unpacked).</p>
+
+<h2 id="contributors">Contributors</h2>
+
+<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre
class="highlight"><code>$ git shortlog --perl-regexp
--author='^((?!dependabot\[bot\]).*)$' -sn
apache-arrow-adbc-0.7.0..apache-arrow-adbc-0.8.0
+ 27 David Li
+ 23 William Ayd
+ 19 Dewey Dunnington
+ 4 Matt Topol
+ 4 Solomon Choe
+ 4 davidhcoe
+ 2 vleslief-ms
+ 1 Aaron Ross
+ 1 Fredrik Hoem Grelland
+ 1 Joel Lubinitsky
+ 1 OleMussmann
+ 1 Ruoxuan Wang
+</code></pre></div></div>
+
+<h2 id="roadmap">Roadmap</h2>
+
+<p>Work continues on improving the existing drivers in terms of supported
+Arrow/database types, performance, and so on.</p>
+
+<p>For Java, the minimum JDK version will stay on JDK 8 as long as the Arrow
Java
+libraries remain on that version.</p>
+
+<p>There are currently no plans for a second API revision. As work progresses
+on asynchronous and device-aware APIs in the Arrow ecosystem, ADBC will
+eventually be updated to support any new APIs.</p>
+
+<h2 id="getting-involved">Getting Involved</h2>
+
+<p>We welcome questions and contributions from all interested. Issues
+can be filed on <a
href="https://github.com/apache/arrow-adbc/issues";>GitHub</a>, and questions
can be directed to GitHub
+or the <a href="/community/">Arrow mailing
lists</a>.</p>]]></content><author><name>pmc</name></author><category
term="release" /><summary type="html"><![CDATA[The Apache Arrow team is pleased
to announce the 0.8.0 release of the Apache Arrow ADBC libraries. This covers
includes 43 resolved issues from 12 distinct contributors. This is a release of
the libraries, which are at version 0.8.0. The API specification is versioned
separately and is at version 1.1.0. The release notes below are [...]
-->
@@ -1410,183 +1474,4 @@ been made: we refer you to the <a
href="https://github.com/apache/arrow-adbc/blo
<p>We welcome questions and contributions from all interested. Issues
can be filed on <a
href="https://github.com/apache/arrow-adbc/issues";>GitHub</a>, and questions
can be directed to GitHub
-or the <a href="/community/">Arrow mailing
lists</a>.</p>]]></content><author><name>pmc</name></author><category
term="release" /><summary type="html"><![CDATA[The Apache Arrow team is pleased
to announce the 0.5.1 release of the Apache Arrow ADBC libraries. This covers
includes 8 resolved issues from 8 distinct contributors. This is a release of
the libraries, which are at version 0.5.1. The API specification is versioned
separately and is at version 1.0.0. The release notes below are n [...]
-
--->
-
-<p>In the previous <a
href="https://arrow.apache.org/blog/2023/04/11/our-journey-at-f5-with-apache-arrow-part-1/";>article</a>,
we discussed our use of Apache Arrow within the context of the OpenTelemetry
project. We investigated various techniques to maximize the efficiency of
Apache Arrow, aiming to find the optimal balance between data compression ratio
and queryability. The compression results speak for themselves, boasting
improvements ranging from 1.5x to 5x better than the original [...]
-
-<p>The first technique we’ll discuss aims to optimize schemas in terms of
memory usage. As you’ll see, the gains can be substantial, potentially halving
memory usage in certain cases. The second section will delve more deeply into
the various approaches that can be used to handle recursive schema definitions.
Lastly, we’ll emphasize that the design of your schema(s), coupled with the
sorts you can apply at the record level, play a pivotal role in maximizing the
benefits of Apache Arrow a [...]
-
-<h2 id="handling-dynamic-and-unknown-data-distributions">Handling dynamic and
unknown data distributions</h2>
-
-<p>In certain contexts, the comprehensive definition of an Arrow schema can
end up being overly broad and complex in order to cover all possible cases that
you intend to represent in columnar form. However, as is often the case with
complex schemas, only a subset of this schema will actually be utilized for a
specific deployment. Similarly, it’s not always possible to determine the
optimal dictionary encoding for one or more fields in advance. Employing a
broad and very general schema th [...]
-
-<p>To illustrate this more concretely, let’s consider an OTel collector
positioned at the output of a production environment, receiving a telemetry
data stream produced by a large and dynamic set of servers. Invariably, the
content of this telemetry stream will change in volume and nature over time.
It’s challenging to predict the optimal schema in such a scenario, and it’s
equally difficult to know in advance the distribution of a particular attribute
of the telemetry data passing throu [...]
-
-<p>To optimize such scenarios, we have adopted an intermediary approach that
we have named <strong>dynamic Arrow schema</strong>, aiming to gradually adapt
the schema based on the observed data. The general principle is relatively
simple. We start with a general schema defining the maximum envelope of what
should be represented. Some fields of this schema will be declared optional,
while other fields will be encoded with multiple possible options depending on
the observed distribution. I [...]
-
-<p>The following Go Arrow schema definition provides an example of such a
schema, instrumented with a collection of annotations. These annotations will
be processed by an enhanced Record Builder, equipped with the ability to
dynamically adapt the schema. The structure of this system is illustrated in
Figure 1.</p>
-
-<div class="language-go highlighter-rouge"><div class="highlight"><pre
class="highlight"><code><span class="k">var</span> <span class="p">(</span>
- <span class="c">// Arrow schema for the OTLP Arrow Traces record (without
attributes, links, and events).</span>
- <span class="n">TracesSchema</span> <span class="o">=</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">NewSchema</span><span class="p">([]</span><span
class="n">arrow</span><span class="o">.</span><span class="n">Field</span><span
class="p">{</span>
- <span class="c">// Nullabe:true means the field is optional, in this
case of 16 bit unsigned integers</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">ID</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">PrimitiveTypes</span><span
class="o">.</span><span class="n">Uint16</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span class="no">true</span><
[...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Resource</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">StructOf</span><span
class="p">([]</span><span class="n">arrow</span><span class="o">.</span><span
class="n">Field</span><span class="p">{</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">ID</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">PrimitiveTypes</span><span
class="o">.</span><span class="n">Uint16</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span class="no">true</span
[...]
- <span class="c">// --- Use dictionary with 8 bit integers initially
----</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">SchemaUrl</span><span class="p">,</span><span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">BinaryTypes</span><span
class="o">.</span><span class="n">String</span><span class="p">,</span><span
class="n">Metadata</span><span class="o">:</span> <span class="n">schema</s
[...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DroppedAttributesCount</span><span
class="p">,</span><span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint32</span><span class="p">,</span><span
class="n">Nullable</span><span class="o">:</span> <span cla [...]
- <span class="p">}</span><span class="o">...</span><span
class="p">),</span> <span class="n">Nullable</span><span class="o">:</span>
<span class="no">true</span><span class="p">},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Scope</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">StructOf</span><span
class="p">([]</span><span class="n">arrow</span><span class="o">.</span><span
class="n">Field</span><span class="p">{</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">ID</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">PrimitiveTypes</span><span
class="o">.</span><span class="n">Uint16</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">acommon</
[...]
- <span class="c">// --- Use dictionary with 8 bit integers initially
----</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Name</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">BinaryTypes</span><span
class="o">.</span><span class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">acommon</s
[...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Version</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">BinaryTypes</span><span
class="o">.</span><span class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">acommon [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DroppedAttributesCount</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint32</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span [...]
- <span class="p">}</span><span class="o">...</span><span
class="p">),</span> <span class="n">Nullable</span><span class="o">:</span>
<span class="no">true</span><span class="p">},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">SchemaUrl</span><span class="p">,</span>
<span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">BinaryTypes</span><span class="o">.</span><span
class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">schema</s
[...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">StartTimeUnixNano</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedWidthTypes</span><span class="o">.</span><span
class="n">Timestamp_ns</span><span class="p">},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DurationTimeUnixNano</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedWidthTypes</span><span class="o">.</span><span
class="n">Duration_ms</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">TraceId</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedSizeBinaryType</span><span class="p">{</span><span
class="n">ByteWidth</span><span class="o">:</span> <span
class="m">16</span><span class="p">}},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">SpanId</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedSizeBinaryType</span><span class="p">{</span><span
class="n">ByteWidth</span><span class="o">:</span> <span
class="m">8</span><span class="p">}},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">TraceState</span><span class="p">,</span>
<span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">BinaryTypes</span><span class="o">.</span><span
class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">schema</ [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">ParentSpanId</span><span class="p">,</span>
<span class="n">Type</span><span class="o">:</span> <span
class="o">&</span><span class="n">arrow</span><span class="o">.</span><span
class="n">FixedSizeBinaryType</span><span class="p">{</span><span
class="n">ByteWidth</span><span class="o">:</span> <span
class="m">8</span><span class="p" [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Name</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">BinaryTypes</span><span
class="o">.</span><span class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span
class="n">schema</span>< [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">KIND</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">PrimitiveTypes</span><span
class="o">.</span><span class="n">Int32</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">schema</span
[...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DroppedAttributesCount</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint32</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span cla [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DroppedEventsCount</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint32</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span class=" [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">DroppedLinksCount</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint32</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span class="n [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Status</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">StructOf</span><span
class="p">([]</span><span class="n">arrow</span><span class="o">.</span><span
class="n">Field</span><span class="p">{</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">StatusCode</span><span class="p">,</span>
<span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Int32</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">sche [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">StatusMessage</span><span class="p">,</span>
<span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">BinaryTypes</span><span class="o">.</span><span
class="n">String</span><span class="p">,</span> <span
class="n">Metadata</span><span class="o">:</span> <span class="n">sch [...]
- <span class="p">}</span><span class="o">...</span><span
class="p">),</span> <span class="n">Nullable</span><span class="o">:</span>
<span class="no">true</span><span class="p">},</span>
- <span class="p">},</span> <span class="no">nil</span><span
class="p">)</span>
- <span class="p">)</span>
-</code></pre></div></div>
-
-<p>In this example, Arrow field-level metadata are employed to designate when
a field is optional (Nullable: true) or to specify the minimal dictionary
encoding applicable to a particular field (Metadata Dictionary8/16/…). Now
let’s imagine a scenario utilizing this schema in a straightforward scenario,
wherein only a handful of fields are actually in use, and the cardinality of
most dictionary-encoded fields is low (i.e., below 2^8). Ideally, we’d want a
system capable of dynamically co [...]
-
-<div class="language-go highlighter-rouge"><div class="highlight"><pre
class="highlight"><code><span class="k">var</span> <span class="p">(</span>
- <span class="c">// Simplified schema definition generated by the Arrow
Record encoder based on</span>
- <span class="c">// the data observed.</span>
- <span class="n">TracesSchema</span> <span class="o">=</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">NewSchema</span><span class="p">([]</span><span
class="n">arrow</span><span class="o">.</span><span class="n">Field</span><span
class="p">{</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">ID</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="n">arrow</span><span
class="o">.</span><span class="n">PrimitiveTypes</span><span
class="o">.</span><span class="n">Uint16</span><span class="p">,</span> <span
class="n">Nullable</span><span class="o">:</span> <span
class="no">true</span><sp [...]
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">StartTimeUnixNano</span><span
class="p">,</span> <span class="n">Type</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedWidthTypes</span><span class="o">.</span><span
class="n">Timestamp_ns</span><span class="p">},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">TraceId</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedSizeBinaryType</span><span class="p">{</span><span
class="n">ByteWidth</span><span class="o">:</span> <span
class="m">16</span><span class="p">}},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">SpanId</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">FixedSizeBinaryType</span><span class="p">{</span><span
class="n">ByteWidth</span><span class="o">:</span> <span
class="m">8</span><span class="p">}},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">Name</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">DictionaryType</span> <span class="p">{</span>
- <span class="n">IndexType</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint8</span><span class="p">,</span>
- <span class="n">ValueType</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">BinaryTypes</span><span class="o">.</span><span
class="n">String</span><span class="p">}},</span>
- <span class="p">{</span><span class="n">Name</span><span
class="o">:</span> <span class="n">constants</span><span
class="o">.</span><span class="n">KIND</span><span class="p">,</span> <span
class="n">Type</span><span class="o">:</span> <span class="o">&</span><span
class="n">arrow</span><span class="o">.</span><span
class="n">DictionaryType</span> <span class="p">{</span>
- <span class="n">IndexType</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Uint8</span><span class="p">,</span>
- <span class="n">ValueType</span><span class="o">:</span> <span
class="n">arrow</span><span class="o">.</span><span
class="n">PrimitiveTypes</span><span class="o">.</span><span
class="n">Int32</span><span class="p">,</span>
- <span class="p">},</span> <span class="n">Nullable</span><span
class="o">:</span> <span class="no">true</span><span class="p">},</span>
- <span class="p">},</span> <span class="no">nil</span><span class="p">)</span>
-<span class="p">)</span>
-</code></pre></div></div>
-
-<p>Additionally, we desire a system capable of automatically adapting the
aforementioned schema if it encounters new fields or existing fields with a
cardinality exceeding the size of the current dictionary definition in future
batches. In extreme scenarios, if the cardinality of a specific field surpasses
a certain threshold, we would prefer the system to automatically revert to the
non-dictionary representation (mechanism of dictionary overflow). That is
precisely what we will elaborat [...]
-
-<p>An overview of the different components and events used to implement this
approach is depicted in figure 1.</p>
-
-<figure style="text-align: center;">
- <img src="/img/journey-apache-arrow/adaptive-schema-architecture.svg"
width="100%" class="img-responsive" alt="Fig 1: Adaptive Arrow schema
architecture overview." />
- <figcaption>Fig 1: Adaptive Arrow schema architecture overview.</figcaption>
-</figure>
-
-<p>The overall Adaptive Arrow schema component takes a data stream segmented
into batches and produces one or multiple streams of Arrow Records (one schema
per stream). Each of these records is defined with an Arrow schema, which is
based both on the annotated Arrow schema and the shape of fields observed in
the incoming data.</p>
-
-<p>More specifically, the process of the Adaptive Arrow schema component
consists of four main phases</p>
-
-<p><strong>Initialization phase</strong></p>
-
-<p>During the initialization phase, the Arrow Record Encoder reads the
annotated Arrow schema (i.e. the reference schema) and generates a collection
of transformations. When these transformations are applied to the reference
schema, they yield the first minimal Arrow schema that adheres to the
constraints depicted by these annotations. In this initial iteration, all
optional fields are eliminated, and all dictionary-encoded fields are
configured to utilize the smallest encoding as define [...]
-
-<p><strong>Feeding phase</strong></p>
-
-<p>Following the initialization is the feeding phase. Here, the Arrow Record
Encoder scans the batch and attempts to store all the fields in an Arrow Record
Builder, which is defined by the schema created in the prior step. If a field
exists in the data but is not included in the schema, the encoder will trigger
a <code class="language-plaintext highlighter-rouge">missing field</code>
event. This process continues until the current batch is completely processed.
An additional internal ch [...]
-
-<p><strong>Corrective phase</strong></p>
-
-<p>If at least one event has been generated, a corrective phase will be
initiated to fix the schema. This optional stage considers all the events
generated in the previous stage and adjusts the transformation tree accordingly
to align with the observed data. A <code class="language-plaintext
highlighter-rouge">missing field</code> event will remove a NoField
transformation for the corresponding field. A <code class="language-plaintext
highlighter-rouge">dictionary overflow</code> event w [...]
-
-<p><strong>Routing phase</strong></p>
-
-<p>Once a Record Builder has been properly fed, an Arrow Record is created,
and the system transitions into the routing phase. The router component
calculates a schema signature of the record and utilizes this signature to
route the record to an existing Arrow stream compatible with the signature, or
it initiates a new stream if there is no match.</p>
-
-<p>This four-phase process should gradually adapt and stabilize the schema to
a structure and definition that is optimized for a specific data stream. Unused
fields will never unnecessarily consume memory. Dictionary-encoded fields will
be defined with the most optimal index size based on the observed data
cardinality, and fields with a cardinality exceeding a certain threshold
(defined by configuration) will automatically revert to their
non-dictionary-encoded versions.</p>
-
-<p>To effectively execute this approach, you must ensure that there is a
sufficient level of flexibility on the receiver side. It’s crucial that your
downstream pipeline remains functional even when some fields are missing in the
schema or when various dictionary index configurations are employed. While this
may not always be feasible without implementing additional transformations upon
reception, it proves worthwhile in certain scenarios.</p>
-
-<p>The following results highlight the significant memory usage reduction
achieved through the application of various optimization techniques. These
results were gathered using a schema akin to the one previously presented. The
considerable memory efficiency underscores the effectiveness of this
approach.</p>
-
-<figure style="text-align: center;">
- <img src="/img/journey-apache-arrow/memory-usage-25k-traces.png"
width="100%" class="img-responsive" alt="Fig 2: Comparative analysis of memory
usage for different schema optimizations." />
- <figcaption>Fig 2: Comparative analysis of memory usage for different schema
optimizations.</figcaption>
-</figure>
-
-<p>The concept of a transformation tree enables a generalized approach to
perform various types of schema optimizations based on the knowledge acquired
from the data. This architecture is highly flexible; the current implementation
allows for the removal of unused fields, the application of the most specific
dictionary encoding, and the optimization of union type variants. In the
future, there is potential for introducing additional optimizations that can be
expressed as transformations [...]
-
-<h2 id="handling-recursive-schema-definition">Handling recursive schema
definition</h2>
-
-<p>Apache Arrow does not support recursive schema definitions, implying that
data structures with variable depth cannot be directly represented. Figure 3
exemplifies such a recursive definition where the value of an attribute can
either be a simple data type, a list of values, or a map of values. The depth
of this definition cannot be predetermined.</p>
-
-<figure style="text-align: center;">
- <img src="/img/journey-apache-arrow/recursive-def-otel-attributes.svg"
width="100%" class="img-responsive" alt="Fig 3: Recursive definition of OTel
attributes." />
- <figcaption>Fig 3: Recursive definition of OTel attributes.</figcaption>
-</figure>
-
-<p>Several strategies can be employed to circumvent this limitation.
Technically, the dynamic schema concept we’ve presented could be expanded to
dynamically update the schema to include any missing level of recursion.
However, for this use case, this method is complex and has the notable downside
of not offering any assurance on the maximum size of the schema. This lack of
constraint can pose security issues; hence, this approach isn’t elaborated
upon.</p>
-
-<p>The second approach consists of breaking the recursion by employing a
serialization format that supports the definition of a recursive schema. The
result of this serialization can then be integrated into the Arrow record as a
binary type column, effectively halting the recursion at a specific level. To
fully leverage the advantages of columnar representation, it is crucial to
apply this ad-hoc serialization as deeply within the data structure as
feasible. In the context of OpenTelemet [...]
-
-<p>A variety of serialization formats, such as protobuf or CBOR, can be
employed to encode recursive data. Without particular treatment, these binary
columns may not be easily queryable by the existing Arrow query engines.
Therefore, it’s crucial to thoughtfully ascertain when and where to apply such
a technique. While I’m not aware of any attempts to address this limitation
within the Arrow system, it doesn’t seem insurmountable and would constitute a
valuable extension. This would help [...]
-
-<h2 id="importance-of-sorting">Importance of sorting</h2>
-
-<p>In our preceding <a
href="https://arrow.apache.org/blog/2023/04/11/our-journey-at-f5-with-apache-arrow-part-1/";>article</a>,
we explored a variety of strategies to represent hierarchical data models,
including nested structures based on struct/list/map/union, denormalization and
flattening representations, as well as a multi-record approach. Each method
presents its unique advantages and disadvantages. However, in this last
section, we’ll delve deeper into the multi-record approach, f [...]
-
-<p>In the OTel Arrow protocol, we leverage the multi-record approach to
represent metrics, logs, and traces. The following entity-relationship diagram
offers a simplified version of various record schemas and illustrates their
relationships, specifically those used to represent gauges and sums. A
comprehensive description of the Arrow data model employed in OpenTelemetry can
be accessed <a
href="https://github.com/f5/otel-arrow-adapter/blob/main/docs/data_model.md";>here</a>.</p>
-
-<p>These Arrow records, also referred to as tables, form a hierarchy with
<code class="language-plaintext highlighter-rouge">METRICS</code> acting as the
primary entry point. Each table can be independently sorted according to one or
more columns. This sorting strategy facilitates the grouping of duplicated
data, thereby improving the compression ratio.</p>
-
-<figure style="text-align: center;">
- <img src="/img/journey-apache-arrow/metric-dp-data-model.png" width="100%"
class="img-responsive" alt="Fig 4: A simplified entity-relationship diagram
representing OTel sum & gauge metrics." />
- <figcaption>Fig 4: A simplified entity-relationship diagram representing
OTel sum & gauge metrics.</figcaption>
-</figure>
-
-<p>The relationship between the primary <code class="language-plaintext
highlighter-rouge">METRICS</code> table and the secondary <code
class="language-plaintext highlighter-rouge">RESOURCE_ATTRS</code>, <code
class="language-plaintext highlighter-rouge">SCOPE_ATTRS</code>, and <code
class="language-plaintext highlighter-rouge">NUMBER_DATA_POINTS</code> tables
is established through a unique <code class="language-plaintext
highlighter-rouge">id</code> in the main table and a <code class= [...]
-
-<p>To achieve this, the ordering process for the different tables adheres to
the hierarchy, starting from the main table down to the leaf. The main table is
sorted (by one or multiple columns), and then an incremental id is assigned to
each row. This numerical id is stored using delta-encoding, which is
implemented on top of Arrow.</p>
-
-<p>The secondary tables directly connected to the main table are sorted using
the same principle, but the <code class="language-plaintext
highlighter-rouge">parent_id</code> column is consistently utilized as the last
column in the sort statement. Including the <code class="language-plaintext
highlighter-rouge">parent_id</code> column in the sort statement enables the
use of a variation of delta encoding. The efficiency of this approach is
summarized in the chart below.</p>
-
-<figure style="text-align: center;">
- <img src="/img/journey-apache-arrow/compressed-message-size.png"
width="100%" class="img-responsive" alt="Fig 5: Comparative analysis of
compression ratios - OTLP Protocol vs. Two variations of the OTel Arrow
Protocol with multivariate metrics stream. (lower percentage is better)" />
- <figcaption>Fig 5: Comparative analysis of compression ratios - OTLP
Protocol vs. Two variations of the OTel Arrow Protocol with multivariate
metrics stream. (lower percentage is better)</figcaption>
-</figure>
-
-<p>The second column presents the average size of the OTLP batch both pre- and
post-ZSTD compression for batches of varying sizes. This column serves as a
reference point for the ensuing two columns. The third column displays results
for the OTel Arrow protocol without any sorting applied, while the final column
showcases results for the OTel Arrow protocol with sorting enabled.</p>
-
-<p>Before compression, the average batch sizes for the two OTel Arrow
configurations are predictably similar. However, post-compression, the benefits
of sorting each individual table on the compression ratio become immediately
apparent. Without sorting, the OTel Arrow protocol exhibits a compression ratio
that’s 1.40 to 1.67 times better than the reference. When sorting is enabled,
the OTel Arrow protocol outperforms the reference by a factor ranging from 4.94
to 7.21 times!</p>
-
-<p>The gains in terms of compression obviously depend on your data and the
redundancy of information present in your data batches. According to our
observations, the choice of a good sort generally improves the compression
ratio by a factor of 1.5 to 8.</p>
-
-<p>Decomposing a complex schema into multiple simpler schemas to enhance
sorting capabilities, coupled with a targeted approach to efficiently encode
the identifiers representing the relationships, emerges as an effective
strategy for enhancing overall data compression. This method also eliminates
complex Arrow data types, such as lists, maps, and unions. Consequently, it not
only improves but also simplifies data query-ability. This simplification
proves beneficial for existing query en [...]
-
-<h2 id="conclusion-and-next-steps">Conclusion and next steps</h2>
-
-<p>This article concludes our two-part series on Apache Arrow, wherein we have
explored various strategies to maximize the utility of Apache Arrow within
specific contexts. The adaptive schema architecture presented in the second
part of this series paves the way for future optimization possibilities. We
look forward to seeing what the community can add based on this
contribution.</p>
-
-<p>Apache Arrow is an exceptional project, continually enhanced by a thriving
ecosystem. However, throughout our exploration, we have noticed certain gaps or
points of friction that, if addressed, could significantly enrich the overall
experience.</p>
-<ul>
- <li>Designing an efficient Arrow schema can, in some cases, prove to be a
challenging task. Having the <strong>ability to collect statistics</strong> at
the record level could facilitate this design phase (data distribution per
field, dictionary stats, Arrow array sizes before/after compression, and so
on). These statistics would also assist in identifying the most effective
columns on which to base the record sorting.</li>
- <li><strong>Native support for recursive schemas</strong> would also
increase adoption by simplifying the use of Arrow in complex scenarios. While
I’m not aware of any attempts to address this limitation within the Arrow
system, it doesn’t seem insurmountable and would constitute a valuable
extension. This would help reduce the complexity of integrating Arrow with
other systems that rely on such recursive definitions.</li>
- <li><strong>Harmonizing the support for data types as well as IPC stream
capabilities</strong> would also be a major benefit. Predominant client
libraries support nested and hierarchical schemas, but their use is limited due
to a lack of full support across the rest of the ecosystem. For example, list
and/or union types are not well supported by query engines or Parquet bridges.
Also, the advanced dictionary support within IPC streams is not consistent
across different implementations [...]
- <li><strong>Optimizing the support of complex schemas</strong> in terms of
memory consumption and compression rate could be improved by natively
integrating the concept of the dynamic schema presented in this article.</li>
- <li><strong>Detecting dictionary overflows</strong> (index level) is not
something that is easy to test on the fly. The API could be improved to
indicate this overflow as soon as an insertion occurs.</li>
-</ul>
-
-<p>Our effort to utilize Apache Arrow in conjunction with OpenTelemetry has
produced encouraging results. While this has necessitated considerable
investment in terms of development, exploration, and benchmarking, we hope that
these articles will aid in accelerating your journey with Apache Arrow. Looking
ahead, we envision an end-to-end integration with Apache Arrow and plan to
significantly extend our use of the Arrow ecosystem. This extension involves
providing a bridge with Parquet a [...]
\ No newline at end of file
+or the <a href="/community/">Arrow mailing
lists</a>.</p>]]></content><author><name>pmc</name></author><category
term="release" /><summary type="html"><![CDATA[The Apache Arrow team is pleased
to announce the 0.5.1 release of the Apache Arrow ADBC libraries. This covers
includes 8 resolved issues from 8 distinct contributors. This is a release of
the libraries, which are at version 0.5.1. The API specification is versioned
separately and is at version 1.0.0. The release notes below are n [...]
\ No newline at end of file
diff --git a/release/0.1.0.html b/release/0.1.0.html
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Contributors $ git shortlog -sn d5aa7c46..apache-arrow-0.1.0 49 Wes McKinney 27
Uwe L. Korn 25 Julien Le Dem 13 Micah Kornfield 11 Steven Phillips 6 Jihoon Son
5 Laurent Goujon 5 adeneche 4 Dan Robin [...]
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Arrow 0.1.0 (10 October 2016) Download Source Release:
[apache-arrow-0.1.0.tar.gz][6] Verification: [md5][3], [asc][7] Changelog
Contributors $ git shortlog -sn d5aa7c46..apache-arrow-0.1.0 49 Wes McKinney 27
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Arrow 0.10.0 (6 August 2018) This is a major release. Download Source
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apache-arrow-0.9.0..apache-arrow-0.10.0 70 Antoine Pitrou 49 Kouhei Sutou 40
Korn, Uwe 37 Wes McKinney 32 Krisztián Szűcs 30 Andy Grove 20 Philipp Moritz 13
Phillip Cloud 11 Bryan Cutler 11 y [...]
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Arrow 0.10.0 (6 August 2018) This is a major release. Download Source
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Arrow 0.11.0 (8 October 2018) This is a major release. Download Source
Artifacts Binary Artifacts Git tag Contributors This includes patches from
Apache Parquet that were merged. $ git shortlog -sn
apache-arrow-0.10.0..apache-arrow-0.11.0 166 Wes McKinney 59 Uwe L. Korn 57
Deepak Majeti 54 Kouhei Sutou 50 Krisztián Szűcs 48 An [...]
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Arrow 0.11.1 (19 October 2018) This is a bugfix release to address a Python
packaging issue with zlib that resulted in bug ARROW-3514. Download Source
Artifacts Binary Artifacts Git tag Changelog New Features and Improvements
ARROW-3353 - [Packaging] Build python 3.7 wheels ARROW-3534 - [Python] Update
zlib library in manylinu [...]
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Arrow 0.11.1 (19 October 2018) This is a bugfix release to address a Python
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diff --git a/release/0.12.0.html b/release/0.12.0.html
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<meta property="twitter:title" content="Apache Arrow 0.13.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.13.0 (1 April 2019) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 550
commits from 81 distinct contributors. $ git shortlog -sn
apache-arrow-0.12.0..apache-arrow-0.13.0 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.13.0 (1 April 2019) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 550
commits from 81 distinct contributors. $ git shortlog -sn
apache-arrow-0.12.0..apache-arrow-0.13.0 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.14.0.html b/release/0.14.0.html
index e6071a6c643..d4ae07eb90f 100644
--- a/release/0.14.0.html
+++ b/release/0.14.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.14.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.14.0 (4 July 2019) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 570
commits from 78 distinct contributors. $ git shortlog -sn
apache-arrow-0.13.0..apache-arrow-0.14.0 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.14.0 (4 July 2019) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 570
commits from 78 distinct contributors. $ git shortlog -sn
apache-arrow-0.13.0..apache-arrow-0.14.0 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.14.1.html b/release/0.14.1.html
index e0b9d0d7f59..adb8c17216b 100644
--- a/release/0.14.1.html
+++ b/release/0.14.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.14.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.14.1 (22 July 2019) This is a bugfix release to address a Python wheel
packaging issues and Parquet forward compatibility problems. Download Source
Artifacts Binary Artifacts For CentOS For Debian For Python For Ubuntu Git tag
Contributors This release includes 52 commits from 16 distinct contributors. $
git shortlog - [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.14.1 (22 July 2019) This is a bugfix release to address a Python wheel
packaging issues and Parquet forward compatibility problems. Download Source
Artifacts Binary Artifacts For CentOS For Debian For Python For Ubuntu Git tag
Contributors This release includes 52 commits from 16 distinct contributors. $
git shortlog - [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.15.0.html b/release/0.15.0.html
index d671acf8648..61e5f24a5d9 100644
--- a/release/0.15.0.html
+++ b/release/0.15.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.15.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.15.0 (5 October 2019) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 672
commits from 80 distinct contributors. $ git shortlog -sn
apache-arrow-0.14.0..apache-arrow-0.15 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.15.0 (5 October 2019) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 672
commits from 80 distinct contributors. $ git shortlog -sn
apache-arrow-0.14.0..apache-arrow-0.15 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.15.1.html b/release/0.15.1.html
index ac9f8edde94..13e7554f134 100644
--- a/release/0.15.1.html
+++ b/release/0.15.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.15.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.15.1 (1 November 2019) This is a major release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 41
commits from 13 distinct contributors. $ git shortlog -sn
apache-arrow-0.15.0..apache-arrow-0.15 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.15.1 (1 November 2019) This is a major release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 41
commits from 13 distinct contributors. $ git shortlog -sn
apache-arrow-0.15.0..apache-arrow-0.15 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.16.0.html b/release/0.16.0.html
index 32c6f252754..0f6d4c4e11a 100644
--- a/release/0.16.0.html
+++ b/release/0.16.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.16.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.16.0 (7 February 2020) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 709
commits from 99 distinct contributors. $ git shortlog -sn
apache-arrow-0.15.1..apache-arrow-0.1 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.16.0 (7 February 2020) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 709
commits from 99 distinct contributors. $ git shortlog -sn
apache-arrow-0.15.1..apache-arrow-0.1 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.17.0.html b/release/0.17.0.html
index 68da77ab998..39005dae1fc 100644
--- a/release/0.17.0.html
+++ b/release/0.17.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.17.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.17.0 (20 April 2020) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 569
commits from 79 distinct contributors. $ git shortlog -sn
apache-arrow-0.16.0..apache-arrow-0.17. [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.17.0 (20 April 2020) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 569
commits from 79 distinct contributors. $ git shortlog -sn
apache-arrow-0.16.0..apache-arrow-0.17. [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.17.1.html b/release/0.17.1.html
index 33276fb3e7f..22c3c363370 100644
--- a/release/0.17.1.html
+++ b/release/0.17.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.17.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.17.1 (18 May 2020) This is a patch release fixing bugs and regressions
listed in the changelog below. Download Source Artifacts Binary Artifacts For
CentOS For Debian For Python For Ubuntu Git tag Contributors This release
includes 27 commits from 11 distinct contributors. $ git shortlog -sn
apache-arrow-0.17.0..apache [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.17.1 (18 May 2020) This is a patch release fixing bugs and regressions
listed in the changelog below. Download Source Artifacts Binary Artifacts For
CentOS For Debian For Python For Ubuntu Git tag Contributors This release
includes 27 commits from 11 distinct contributors. $ git shortlog -sn
apache-arrow-0.17.0..apache [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.2.0.html b/release/0.2.0.html
index 7f70171224e..c037091e51c 100644
--- a/release/0.2.0.html
+++ b/release/0.2.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="0.2.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.2.0 (18 February 2017) Download Source Artifacts Git tag Changelog
Contributors $ git shortlog -sn apache-arrow-0.1.0..apache-arrow-0.2.0 73 Wes
McKinney 55 Uwe L. Korn 16 Julien Le Dem 4 Bryan Cutler 4 Nong Li 2 Christopher
C. Aycock 2 Jingyuan Wang 2 Kouhei Sutou 2 Laurent Goujon 2 Leif Walsh 1 Emilio
Lahr-Vivaz 1 Ho [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.2.0 (18 February 2017) Download Source Artifacts Git tag Changelog
Contributors $ git shortlog -sn apache-arrow-0.1.0..apache-arrow-0.2.0 73 Wes
McKinney 55 Uwe L. Korn 16 Julien Le Dem 4 Bryan Cutler 4 Nong Li 2 Christopher
C. Aycock 2 Jingyuan Wang 2 Kouhei Sutou 2 Laurent Goujon 2 Leif Walsh 1 Emilio
Lahr-Vivaz 1 Ho [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.3.0.html b/release/0.3.0.html
index 1be63aefda8..bbe9c70ac0d 100644
--- a/release/0.3.0.html
+++ b/release/0.3.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="0.3.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.3.0 (5 May 2017) Read more in the release blog post Download Source
Artifacts Git tag d8db8f8 Changelog Contributors $ git shortlog -sn
apache-arrow-0.2.0..apache-arrow-0.3.0 119 Wes McKinney 55 Kouhei Sutou 18 Uwe
L. Korn 17 Julien Le Dem 9 Phillip Cloud 6 Bryan Cutler 5 Emilio Lahr-Vivaz 5
Philipp Moritz 4 Jeff Knupp [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.3.0 (5 May 2017) Read more in the release blog post Download Source
Artifacts Git tag d8db8f8 Changelog Contributors $ git shortlog -sn
apache-arrow-0.2.0..apache-arrow-0.3.0 119 Wes McKinney 55 Kouhei Sutou 18 Uwe
L. Korn 17 Julien Le Dem 9 Phillip Cloud 6 Bryan Cutler 5 Emilio Lahr-Vivaz 5
Philipp Moritz 4 Jeff Knupp [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.4.0.html b/release/0.4.0.html
index 45705601aea..9f7f1fbc7f2 100644
--- a/release/0.4.0.html
+++ b/release/0.4.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="0.4.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.4.0 (22 May 2017) Read more in the release blog post Download Source
Artifacts Git tag a8f8ba0 Changelog Contributors $ git shortlog -sn
apache-arrow-0.3.0..apache-arrow-0.4.0 28 Wes McKinney 18 Kouhei Sutou 9 Uwe L.
Korn 3 Brian Hulette 3 Emilio Lahr-Vivaz 3 Philipp Moritz 3 Phillip Cloud 2
Julien Le Dem 1 Bryan Cutle [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.4.0 (22 May 2017) Read more in the release blog post Download Source
Artifacts Git tag a8f8ba0 Changelog Contributors $ git shortlog -sn
apache-arrow-0.3.0..apache-arrow-0.4.0 28 Wes McKinney 18 Kouhei Sutou 9 Uwe L.
Korn 3 Brian Hulette 3 Emilio Lahr-Vivaz 3 Philipp Moritz 3 Phillip Cloud 2
Julien Le Dem 1 Bryan Cutle [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.4.1.html b/release/0.4.1.html
index ed203b415c2..01772faf082 100644
--- a/release/0.4.1.html
+++ b/release/0.4.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="0.4.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.4.1 (9 June 2017) This is primarily a bug fix release, but also
includes some packaging and documentation improvements. Read more in the
release blog post. Download Source Artifacts Git tag 46315431 Changelog New
Features and Improvements ARROW-1020 - [Format] Add additional language to
Schema.fbs to clarify naive vs. [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.4.1 (9 June 2017) This is primarily a bug fix release, but also
includes some packaging and documentation improvements. Read more in the
release blog post. Download Source Artifacts Git tag 46315431 Changelog New
Features and Improvements ARROW-1020 - [Format] Add additional language to
Schema.fbs to clarify naive vs. [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.5.0.html b/release/0.5.0.html
index fe39a8d6cb5..3fe08dee74b 100644
--- a/release/0.5.0.html
+++ b/release/0.5.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.5.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.5.0 (23 July 2017) This is a major release, with expanded features in
the supported languages and additional integration test coverage between Java
and C++. Read more in the release blog post. Download Source Artifacts Git tag
Contributors $ git shortlog -sn apache-arrow-0.4.1..apache-arrow-0.5.0 42 Wes
McKinney 22 Uwe [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.5.0 (23 July 2017) This is a major release, with expanded features in
the supported languages and additional integration test coverage between Java
and C++. Read more in the release blog post. Download Source Artifacts Git tag
Contributors $ git shortlog -sn apache-arrow-0.4.1..apache-arrow-0.5.0 42 Wes
McKinney 22 Uwe [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.6.0.html b/release/0.6.0.html
index cd7956da48c..944131df483 100644
--- a/release/0.6.0.html
+++ b/release/0.6.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.6.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.6.0 (14 August 2017) This is a major release. Read more in the release
blog post. Download Source Artifacts Git tag Contributors $ git shortlog -sn
apache-arrow-0.5.0..apache-arrow-0.6.0 48 Wes McKinney 7 siddharth 5 Matt
Darwin 5 Max Risuhin 5 Philipp Moritz 4 Kouhei Sutou 3 Bryan Cutler 2 Emilio
Lahr-Vivaz 2 Li Jin 2 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.6.0 (14 August 2017) This is a major release. Read more in the release
blog post. Download Source Artifacts Git tag Contributors $ git shortlog -sn
apache-arrow-0.5.0..apache-arrow-0.6.0 48 Wes McKinney 7 siddharth 5 Matt
Darwin 5 Max Risuhin 5 Philipp Moritz 4 Kouhei Sutou 3 Bryan Cutler 2 Emilio
Lahr-Vivaz 2 Li Jin 2 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.7.0.html b/release/0.7.0.html
index 367d43bd3f2..3c1952b33f7 100644
--- a/release/0.7.0.html
+++ b/release/0.7.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.7.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.7.0 (17 September 2017) This is a major release. Read more in the
release blog post. Download Source Artifacts Git tag Contributors $ git
shortlog -sn apache-arrow-0.6.0..apache-arrow-0.7.0 58 Wes McKinney 14 Kouhei
Sutou 11 Philipp Moritz 7 Phillip Cloud 6 siddharth 5 Uwe L. Korn 2 Bryan
Cutler 2 HorimotoYasuhiro 2 La [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.7.0 (17 September 2017) This is a major release. Read more in the
release blog post. Download Source Artifacts Git tag Contributors $ git
shortlog -sn apache-arrow-0.6.0..apache-arrow-0.7.0 58 Wes McKinney 14 Kouhei
Sutou 11 Philipp Moritz 7 Phillip Cloud 6 siddharth 5 Uwe L. Korn 2 Bryan
Cutler 2 HorimotoYasuhiro 2 La [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.7.1.html b/release/0.7.1.html
index b5614bdf62d..b97ae86c967 100644
--- a/release/0.7.1.html
+++ b/release/0.7.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.7.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.7.1 (1 October 2017) This is a minor bug release. It was motivated by
ARROW-1601, but see the complete changelog. Download Source Artifacts Git tag
Contributors $ git shortlog -sn apache-arrow-0.7.0..apache-arrow-0.7.1 14 Wes
McKinney 6 Kouhei Sutou 3 siddharth 2 Paul Taylor 2 Uwe L. Korn 1 Amir
Malekpour 1 Bryan Cutle [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.7.1 (1 October 2017) This is a minor bug release. It was motivated by
ARROW-1601, but see the complete changelog. Download Source Artifacts Git tag
Contributors $ git shortlog -sn apache-arrow-0.7.0..apache-arrow-0.7.1 14 Wes
McKinney 6 Kouhei Sutou 3 siddharth 2 Paul Taylor 2 Uwe L. Korn 1 Amir
Malekpour 1 Bryan Cutle [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.8.0.html b/release/0.8.0.html
index 1f9d518a5fd..3684c682b4b 100644
--- a/release/0.8.0.html
+++ b/release/0.8.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.8.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.8.0 (18 December 2017) This is a major release. Download Source
Artifacts Git tag Contributors $ git shortlog -sn
apache-arrow-0.7.1..apache-arrow-0.8.0 90 Wes McKinney 23 Phillip Cloud 21
Kouhei Sutou 13 Licht-T 12 Korn, Uwe 12 Philipp Moritz 12 Uwe L. Korn 10 Bryan
Cutler 5 Li Jin 5 Robert Nishihara 4 Paul Taylor 4 s [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.8.0 (18 December 2017) This is a major release. Download Source
Artifacts Git tag Contributors $ git shortlog -sn
apache-arrow-0.7.1..apache-arrow-0.8.0 90 Wes McKinney 23 Phillip Cloud 21
Kouhei Sutou 13 Licht-T 12 Korn, Uwe 12 Philipp Moritz 12 Uwe L. Korn 10 Bryan
Cutler 5 Li Jin 5 Robert Nishihara 4 Paul Taylor 4 s [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/0.9.0.html b/release/0.9.0.html
index b65059a2136..2eb72d12f47 100644
--- a/release/0.9.0.html
+++ b/release/0.9.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 0.9.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 0.9.0 (21 March 2018) This is a major release. Download Source Artifacts
Git tag Contributors $ git shortlog -sn apache-arrow-0.8.0..apache-arrow-0.9.0
52 Wes McKinney 52 Antoine Pitrou 25 Uwe L. Korn 14 Paul Taylor 13 Kouhei Sutou
13 Phillip Cloud 9 Robert Nishihara 9 Korn, Uwe 9 Jim Crist 8 Brian Hulette 7
Philipp Mori [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 0.9.0 (21 March 2018) This is a major release. Download Source Artifacts
Git tag Contributors $ git shortlog -sn apache-arrow-0.8.0..apache-arrow-0.9.0
52 Wes McKinney 52 Antoine Pitrou 25 Uwe L. Korn 14 Paul Taylor 13 Kouhei Sutou
13 Phillip Cloud 9 Robert Nishihara 9 Korn, Uwe 9 Jim Crist 8 Brian Hulette 7
Philipp Mori [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/1.0.0.html b/release/1.0.0.html
index 3a48ed1fd5e..5653bb11c86 100644
--- a/release/1.0.0.html
+++ b/release/1.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 1.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 1.0.0 (24 July 2020) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 771
commits from 100 distinct contributors. $ git shortlog -sn
apache-arrow-0.17.0..apache-arrow-1.0.0 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 1.0.0 (24 July 2020) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 771
commits from 100 distinct contributors. $ git shortlog -sn
apache-arrow-0.17.0..apache-arrow-1.0.0 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/1.0.1.html b/release/1.0.1.html
index 4724f1bf67c..581a2a2de25 100644
--- a/release/1.0.1.html
+++ b/release/1.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 1.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 1.0.1 (21 August 2020) This is a patch release addressing bugs in the
1.0.0 release. Download Source Artifacts Binary Artifacts For CentOS For Debian
For Python For Ubuntu Git tag Contributors This release includes 39 commits
from 15 distinct contributors. $ git shortlog -sn
apache-arrow-1.0.0..apache-arrow-1.0.1 9 Krisz [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 1.0.1 (21 August 2020) This is a patch release addressing bugs in the
1.0.0 release. Download Source Artifacts Binary Artifacts For CentOS For Debian
For Python For Ubuntu Git tag Contributors This release includes 39 commits
from 15 distinct contributors. $ git shortlog -sn
apache-arrow-1.0.0..apache-arrow-1.0.1 9 Krisz [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/10.0.0.html b/release/10.0.0.html
index c56d685120e..d724a22239e 100644
--- a/release/10.0.0.html
+++ b/release/10.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 10.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 10.0.0 (26 October 2022) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 536 commits from 100 distinct contributors.
$ git shortlog -s [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 10.0.0 (26 October 2022) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 536 commits from 100 distinct contributors.
$ git shortlog -s [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/10.0.1.html b/release/10.0.1.html
index bc332a3d206..2a30fc40bad 100644
--- a/release/10.0.1.html
+++ b/release/10.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 10.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 10.0.1 (22 November 2022) This is a patch release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 34 commits from 15 distinct contributors. $
git shortlog -sn [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 10.0.1 (22 November 2022) This is a patch release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 34 commits from 15 distinct contributors. $
git shortlog -sn [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/11.0.0.html b/release/11.0.0.html
index cb8c7ae69c1..6dfc065dcf6 100644
--- a/release/11.0.0.html
+++ b/release/11.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 11.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 11.0.0 (26 January 2023) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 516 commits from 95 distinct contributors. $
git shortlog -sn [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 11.0.0 (26 January 2023) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 516 commits from 95 distinct contributors. $
git shortlog -sn [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/12.0.0.html b/release/12.0.0.html
index 4b1ead449e0..a6eb0f3349d 100644
--- a/release/12.0.0.html
+++ b/release/12.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 12.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 12.0.0 (2 May 2023) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For AlmaLinux For
Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 531 commits from 97 distinct contributors. $
git shortlog -sn apac [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 12.0.0 (2 May 2023) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For AlmaLinux For
Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 531 commits from 97 distinct contributors. $
git shortlog -sn apac [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/12.0.1.html b/release/12.0.1.html
index 775e2c64aff..48012c57876 100644
--- a/release/12.0.1.html
+++ b/release/12.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 12.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 12.0.1 (13 June 2023) This is a patch release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 32 commits from 12 distinct contributors. $
git shortlog -sn apa [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 12.0.1 (13 June 2023) This is a patch release covering more than 1
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 32 commits from 12 distinct contributors. $
git shortlog -sn apa [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/13.0.0.html b/release/13.0.0.html
index 3962ca7f23f..c928baab61f 100644
--- a/release/13.0.0.html
+++ b/release/13.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 13.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 13.0.0 (23 August 2023) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 608 commits from 108 distinct contributors.
$ git shortlog -sn [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 13.0.0 (23 August 2023) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 608 commits from 108 distinct contributors.
$ git shortlog -sn [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/14.0.0.html b/release/14.0.0.html
index a284943b75a..e370a0a9fbb 100644
--- a/release/14.0.0.html
+++ b/release/14.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 14.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 14.0.0 (1 November 2023) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 612 commits from 116 distinct contributors.
$ git shortlog -s [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 14.0.0 (1 November 2023) This is a major release covering more than 2
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 612 commits from 116 distinct contributors.
$ git shortlog -s [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/14.0.1.html b/release/14.0.1.html
index 80724340c05..2032f3362e9 100644
--- a/release/14.0.1.html
+++ b/release/14.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 14.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 14.0.1 (10 November 2023) This is a patch release covering more than 0
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 5 commits from 3 distinct contributors. $
git shortlog -sn a [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 14.0.1 (10 November 2023) This is a patch release covering more than 0
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 5 commits from 3 distinct contributors. $
git shortlog -sn a [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/2.0.0.html b/release/2.0.0.html
index 96699041569..e54d8f69c35 100644
--- a/release/2.0.0.html
+++ b/release/2.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 2.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 2.0.0 (19 October 2020) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 511
commits from 81 distinct contributors. $ git shortlog -sn
apache-arrow-1.0.0..apache-arrow-2.0.0 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 2.0.0 (19 October 2020) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 511
commits from 81 distinct contributors. $ git shortlog -sn
apache-arrow-1.0.0..apache-arrow-2.0.0 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/3.0.0.html b/release/3.0.0.html
index 71a399dfae2..70301702ca8 100644
--- a/release/3.0.0.html
+++ b/release/3.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 3.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 3.0.0 (26 January 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 648
commits from 106 distinct contributors. $ git shortlog -sn
apache-arrow-2.0.0..apache-arrow-3.0. [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 3.0.0 (26 January 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 648
commits from 106 distinct contributors. $ git shortlog -sn
apache-arrow-2.0.0..apache-arrow-3.0. [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/4.0.0.html b/release/4.0.0.html
index 3198c2a0b9a..2e296232b06 100644
--- a/release/4.0.0.html
+++ b/release/4.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 4.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 4.0.0 (26 April 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 719
commits from 114 distinct contributors. $ git shortlog -sn
apache-arrow-3.0.0..apache-arrow-4.0.0 [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 4.0.0 (26 April 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 719
commits from 114 distinct contributors. $ git shortlog -sn
apache-arrow-3.0.0..apache-arrow-4.0.0 [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/4.0.1.html b/release/4.0.1.html
index 4ec4cf0168b..c7b93623ee0 100644
--- a/release/4.0.1.html
+++ b/release/4.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 4.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 4.0.1 (26 May 2021) This is a patch release covering a month of
development and addressing small but important bugs in the different
implementations. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 21
commits from 13 distinct contributors. [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 4.0.1 (26 May 2021) This is a patch release covering a month of
development and addressing small but important bugs in the different
implementations. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 21
commits from 13 distinct contributors. [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/5.0.0.html b/release/5.0.0.html
index 7b44e3faddd..9b13d5ad5af 100644
--- a/release/5.0.0.html
+++ b/release/5.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 5.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 5.0.0 (29 July 2021) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 684
commits from 99 distinct contributors in 2 Arrow repositories. 77 David Li 43
Krisztián Szűcs 42 An [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 5.0.0 (29 July 2021) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For CentOS For
Debian For Python For Ubuntu Git tag Contributors This release includes 684
commits from 99 distinct contributors in 2 Arrow repositories. 77 David Li 43
Krisztián Szűcs 42 An [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/6.0.0.html b/release/6.0.0.html
index da79aca10be..ddc3d45a75a 100644
--- a/release/6.0.0.html
+++ b/release/6.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 6.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 6.0.0 (26 October 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 592
commits from 88 distinct contributors. 58 David Li 56 Antoine Pitrou 46 Neal
Richardson 42 Sutou [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 6.0.0 (26 October 2021) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For CentOS
For Debian For Python For Ubuntu Git tag Contributors This release includes 592
commits from 88 distinct contributors. 58 David Li 56 Antoine Pitrou 46 Neal
Richardson 42 Sutou [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/6.0.1.html b/release/6.0.1.html
index 9c43af95fc3..db597736d7d 100644
--- a/release/6.0.1.html
+++ b/release/6.0.1.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 6.0.1 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 6.0.1 (18 November 2021) This is a patch release covering more than 0
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 34 commits from 16 distinct contributors. $
git shortlog -sn [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 6.0.1 (18 November 2021) This is a patch release covering more than 0
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 34 commits from 16 distinct contributors. $
git shortlog -sn [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/7.0.0.html b/release/7.0.0.html
index f367e09b35b..bbb6241f791 100644
--- a/release/7.0.0.html
+++ b/release/7.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 7.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 7.0.0 (3 February 2022) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 650 commits from 105 distinct contributors.
$ git shortlog -sn [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 7.0.0 (3 February 2022) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 650 commits from 105 distinct contributors.
$ git shortlog -sn [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/8.0.0.html b/release/8.0.0.html
index 7bdb642a9ce..bb4f218b75d 100644
--- a/release/8.0.0.html
+++ b/release/8.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 8.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 8.0.0 (6 May 2022) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For AlmaLinux For
Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 636 commits from 127 distinct contributors.
$ git shortlog -sn apac [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 8.0.0 (6 May 2022) This is a major release covering more than 3 months
of development. Download Source Artifacts Binary Artifacts For AlmaLinux For
Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 636 commits from 127 distinct contributors.
$ git shortlog -sn apac [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/9.0.0.html b/release/9.0.0.html
index e9e99dbb34a..815ef743fd1 100644
--- a/release/9.0.0.html
+++ b/release/9.0.0.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Apache Arrow 9.0.0 Release" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow 9.0.0 (3 August 2022) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 529 commits from 114 distinct contributors.
$ git shortlog -sn a [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow 9.0.0 (3 August 2022) This is a major release covering more than 3
months of development. Download Source Artifacts Binary Artifacts For AlmaLinux
For Amazon Linux For CentOS For C# For Debian For Python For Ubuntu Git tag
Contributors This release includes 529 commits from 114 distinct contributors.
$ git shortlog -sn a [...]
<!-- End Jekyll SEO tag -->
diff --git a/release/index.html b/release/index.html
index 0dc7657d7fc..de011cc1eb9 100644
--- a/release/index.html
+++ b/release/index.html
@@ -20,13 +20,13 @@
<meta property="og:site_name" content="Apache Arrow" />
<meta property="og:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="og:type" content="article" />
-<meta property="article:published_time" content="2023-11-10T10:17:43-05:00" />
+<meta property="article:published_time" content="2023-11-10T11:50:37-05:00" />
<meta name="twitter:card" content="summary_large_image" />
<meta property="twitter:image"
content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png";
/>
<meta property="twitter:title" content="Releases" />
<meta name="twitter:site" content="@ApacheArrow" />
<script type="application/ld+json">
-{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T10:17:43-05:00","datePublished":"2023-11-10T10:17:43-05:00","description":"Apache
Arrow Releases Navigate to the release page for downloads and the changelog.
14.0.1 (10 November 2023) 14.0.0 (1 November 2023) 13.0.0 (23 August 2023)
12.0.1 (13 June 2023) 12.0.0 (2 May 2023) 11.0.0 (26 January 2023) 10.0.1 (22
November 2022) 10.0.0 (26 October 2022) 9.0.0 (3 August 2022) 8.0.0 (6 May
2022) 7.0.0 (3 February [...]
+{"@context":"https://schema.org","@type":"BlogPosting","dateModified":"2023-11-10T11:50:37-05:00","datePublished":"2023-11-10T11:50:37-05:00","description":"Apache
Arrow Releases Navigate to the release page for downloads and the changelog.
14.0.1 (10 November 2023) 14.0.0 (1 November 2023) 13.0.0 (23 August 2023)
12.0.1 (13 June 2023) 12.0.0 (2 May 2023) 11.0.0 (26 January 2023) 10.0.1 (22
November 2022) 10.0.0 (26 October 2022) 9.0.0 (3 August 2022) 8.0.0 (6 May
2022) 7.0.0 (3 February [...]
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