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Posted to commits@arrow.apache.org by gi...@apache.org on 2021/04/13 13:32:01 UTC

[arrow-site] branch asf-site updated: Updating built site (build c3f5133fb245555bcc5aabb6433907fa68207596)

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github-bot pushed a commit to branch asf-site
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The following commit(s) were added to refs/heads/asf-site by this push:
     new bada50c  Updating built site (build c3f5133fb245555bcc5aabb6433907fa68207596)
bada50c is described below

commit bada50c1c45840c084110ed530b01af707f8c677
Author: Andy Grove <an...@users.noreply.github.com>
AuthorDate: Tue Apr 13 13:31:25 2021 +0000

    Updating built site (build c3f5133fb245555bcc5aabb6433907fa68207596)
---
 .../2021/04/12/ballista-donation}/index.html       | 118 ++++++++-----
 blog/index.html                                    |  15 ++
 docs/c_glib/index.html                             |   4 +-
 feed.xml                                           | 186 ++++++---------------
 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/2.0.0.html                                 |   4 +-
 release/3.0.0.html                                 |   4 +-
 release/index.html                                 |   4 +-
 32 files changed, 197 insertions(+), 238 deletions(-)

diff --git a/release/index.html b/blog/2021/04/12/ballista-donation/index.html
similarity index 66%
copy from release/index.html
copy to blog/2021/04/12/ballista-donation/index.html
index cc25fb1..8e7750d 100644
--- a/release/index.html
+++ b/blog/2021/04/12/ballista-donation/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>Ballista: A Distributed Scheduler for Apache Arrow | Apache Arrow</title>
     
 
     <!-- Begin Jekyll SEO tag v2.7.1 -->
 <meta name="generator" content="Jekyll v4.2.0" />
-<meta property="og:title" content="Releases" />
+<meta property="og:title" content="Ballista: A Distributed Scheduler for Apache Arrow" />
+<meta name="author" content="agrove" />
 <meta property="og:locale" content="en_US" />
-<meta name="description" content="Apache Arrow Releases Navigate to the release page for downloads and the changelog. 3.0.0 (26 January 2021) 2.0.0 (19 October 2020) 1.0.1 (21 August 2020) 1.0.0 (24 July 2020) 0.17.1 (18 May 2020) 0.17.0 (20 April 2020) 0.16.0 (7 February 2020) 0.15.1 (1 November 2019) 0.15.0 (5 October 2019) 0.14.1 (22 July 2019) 0.14.0 (4 July 2019) 0.13.0 (1 April 2019) 0.12.0 (20 January 2019) 0.11.1 (19 October 2018) 0.11.0 (8 October 2018) 0.10.0 (6 August 2018) 0. [...]
-<meta property="og:description" content="Apache Arrow Releases Navigate to the release page for downloads and the changelog. 3.0.0 (26 January 2021) 2.0.0 (19 October 2020) 1.0.1 (21 August 2020) 1.0.0 (24 July 2020) 0.17.1 (18 May 2020) 0.17.0 (20 April 2020) 0.16.0 (7 February 2020) 0.15.1 (1 November 2019) 0.15.0 (5 October 2019) 0.14.1 (22 July 2019) 0.14.0 (4 July 2019) 0.13.0 (1 April 2019) 0.12.0 (20 January 2019) 0.11.1 (19 October 2018) 0.11.0 (8 October 2018) 0.10.0 (6 August 2 [...]
-<link rel="canonical" href="https://arrow.apache.org/release/" />
-<meta property="og:url" content="https://arrow.apache.org/release/" />
+<meta name="description" content="We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow." />
+<meta property="og:description" content="We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow." />
+<link rel="canonical" href="https://arrow.apache.org/blog/2021/04/12/ballista-donation/" />
+<meta property="og:url" content="https://arrow.apache.org/blog/2021/04/12/ballista-donation/" />
 <meta property="og:site_name" content="Apache Arrow" />
 <meta property="og:image" content="https://arrow.apache.org/img/arrow.png" />
 <meta property="og:type" content="article" />
-<meta property="article:published_time" content="2021-04-11T19:21:56-04:00" />
+<meta property="article:published_time" content="2021-04-12T02:00:00-04:00" />
 <meta name="twitter:card" content="summary_large_image" />
 <meta property="twitter:image" content="https://arrow.apache.org/img/arrow.png" />
-<meta property="twitter:title" content="Releases" />
+<meta property="twitter:title" content="Ballista: A Distributed Scheduler for Apache Arrow" />
 <meta name="twitter:site" content="@ApacheArrow" />
+<meta name="twitter:creator" content="@agrove" />
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-{"@type":"BlogPosting","description":"Apache Arrow Releases Navigate to the release page for downloads and the changelog. 3.0.0 (26 January 2021) 2.0.0 (19 October 2020) 1.0.1 (21 August 2020) 1.0.0 (24 July 2020) 0.17.1 (18 May 2020) 0.17.0 (20 April 2020) 0.16.0 (7 February 2020) 0.15.1 (1 November 2019) 0.15.0 (5 October 2019) 0.14.1 (22 July 2019) 0.14.0 (4 July 2019) 0.13.0 (1 April 2019) 0.12.0 (20 January 2019) 0.11.1 (19 October 2018) 0.11.0 (8 October 2018) 0.10.0 (6 August 2018 [...]
+{"@type":"BlogPosting","description":"We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow.","headline":"Ballista: A Distributed Scheduler for Apache Arrow","dateModified":"2021-04-12T02:00:00-04:00","datePublished":"2021-04-12T02:00:00-04:00","mainEntityOfPage":{"@type":"WebPage","@id":"https://arrow.apache.org/blog/2021/04/12/ballista-donation/"},"publisher":{"@type":"Organ [...]
 <!-- End Jekyll SEO tag -->
 
 
@@ -205,47 +207,81 @@
   </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>
+  Ballista: A Distributed Scheduler for Apache Arrow
+</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">
+    12 Apr 2021
+  </span>
+  <br />
+  <span class="badge badge-secondary">By</span>
+  
+    <a class="mr-3" href="https://github.com/andygrove">Andy Grove (agrove) </a>
+  
+
+  
+</p>
+
+
+        <!--
 
 -->
 
-<h1 id="apache-arrow-releases">Apache Arrow Releases</h1>
+<p>We are excited to announce that <a href="https://github.com/apache/arrow/tree/master/rust/ballista">Ballista</a> has been donated 
+to the Apache Arrow project.</p>
 
-<p>Navigate to the release page for downloads and the changelog.</p>
+<p>Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built
+on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as
+first-class citizens without paying a penalty for serialization costs.</p>
+
+<p>The foundational technologies in Ballista are:</p>
 
 <ul>
-  <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>
+  <li><a href="https://arrow.apache.org/">Apache Arrow</a> memory model and compute kernels for efficient processing of data.</li>
+  <li><a href="https://github.com/apache/arrow/tree/master/rust/datafusion">Apache Arrow DataFusion</a> query planning and 
+execution framework, extended by Ballista to provide distributed planning and execution.</li>
+  <li><a href="https://arrow.apache.org/blog/2019/10/13/introducing-arrow-flight/">Apache Arrow Flight Protocol</a> for efficient
+data transfer between processes.</li>
+  <li><a href="https://developers.google.com/protocol-buffers">Google Protocol Buffers</a> for serializing query plans.</li>
+  <li><a href="https://www.docker.com/">Docker</a> for packaging up executors along with user-defined code.</li>
 </ul>
 
+<p>Ballista can be deployed as a standalone cluster and also supports <a href="https://kubernetes.io/">Kubernetes</a>. In either
+case, the scheduler can be configured to use <a href="https://etcd.io/">etcd</a> as a backing store to (eventually) provide
+redundancy in the case of a scheduler failing.</p>
+
+<h2 id="status">Status</h2>
+
+<p>The Ballista project is at an early stage of development. However, it is capable of running complex analytics queries 
+in a distributed cluster with reasonable performance (comparable to more established distributed query frameworks).</p>
+
+<p>One of the benefits of Ballista being part of the Arrow codebase is that there is now an opportunity to push parts of 
+the scheduler down to DataFusion so that is possible to seamlessly scale across cores in DataFusion, and across nodes 
+in Ballista, using the same unified query scheduler.</p>
+
+<h2 id="contributors-welcome">Contributors Welcome!</h2>
 
-    </main>
+<p>If you are excited about being able to use Rust for distributed compute and ETL and would like to contribute to this 
+work then there are many ways to get involved. The simplest way to get started is to try out Ballista against your own 
+datasets and file bug reports for any issues that you find. You could also check out the current 
+<a href="https://issues.apache.org/jira/issues/?jql=project%20%3D%20ARROW%20AND%20component%20%3D%20%22Rust%20-%20Ballista%22">list of issues</a> and have a go at fixing one.</p>
+
+<p>The <a href="https://github.com/apache/arrow/blob/master/rust/README.md#arrow-rust-community">Arrow Rust Community</a>
+section of the Rust README provides information on other ways to interact with the Ballista contributors and 
+maintainers.</p>
+
+
+      </main>
+    </div>
 
     <hr/>
 <footer class="footer">
diff --git a/blog/index.html b/blog/index.html
index 67c4501..93bac52 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -215,6 +215,21 @@
   
   <p>
     <h3>
+      <a href="/blog/2021/04/12/ballista-donation/">Ballista: A Distributed Scheduler for Apache Arrow</a>
+    </h3>
+    
+    <p>
+    <span class="blog-list-date">
+      12 April 2021
+    </span>
+    </p>
+    We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported...
+  </p>
+  
+
+  
+  <p>
+    <h3>
       <a href="/blog/2021/01/25/3.0.0-release/">Apache Arrow 3.0.0 Release</a>
     </h3>
     
diff --git a/docs/c_glib/index.html b/docs/c_glib/index.html
index f5807f1..38fbe50 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.png" />
 <meta property="og:type" content="article" />
-<meta property="article:published_time" content="2021-04-11T19:21:56-04:00" />
+<meta property="article:published_time" content="2021-04-13T09:31:10-04:00" />
 <meta name="twitter:card" content="summary_large_image" />
 <meta property="twitter:image" content="https://arrow.apache.org/img/arrow.png" />
 <meta property="twitter:title" content="Apache Arrow GLib (C)" />
 <meta name="twitter:site" content="@ApacheArrow" />
 <script type="application/ld+json">
-{"@type":"BlogPosting","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 GLib","headline":"Apache Arrow GLib (C)","dateModified":"2021-04-11T19:21:56-04:00","datePublished":"2021-04-11T19:21: [...]
+{"@type":"BlogPosting","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 GLib","headline":"Apache Arrow GLib (C)","dateModified":"2021-04-13T09:31:10-04:00","datePublished":"2021-04-13T09:31: [...]
 <!-- End Jekyll SEO tag -->
 
 
diff --git a/feed.xml b/feed.xml
index 36ba98c..f091a8d 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,49 @@
-<?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>2021-04-11T19:21:56-04:00</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>2021-04-13T09:31:10-04:00</updated><id>https://arrow.apache.org/feed.xml</id><title type="html">Apache Arrow</title><subtitle>Apache Arrow is a cross-language developm [...]
+
+--&gt;
+
+&lt;p&gt;We are excited to announce that &lt;a href=&quot;https://github.com/apache/arrow/tree/master/rust/ballista&quot;&gt;Ballista&lt;/a&gt; has been donated 
+to the Apache Arrow project.&lt;/p&gt;
+
+&lt;p&gt;Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built
+on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as
+first-class citizens without paying a penalty for serialization costs.&lt;/p&gt;
+
+&lt;p&gt;The foundational technologies in Ballista are:&lt;/p&gt;
+
+&lt;ul&gt;
+  &lt;li&gt;&lt;a href=&quot;https://arrow.apache.org/&quot;&gt;Apache Arrow&lt;/a&gt; memory model and compute kernels for efficient processing of data.&lt;/li&gt;
+  &lt;li&gt;&lt;a href=&quot;https://github.com/apache/arrow/tree/master/rust/datafusion&quot;&gt;Apache Arrow DataFusion&lt;/a&gt; query planning and 
+execution framework, extended by Ballista to provide distributed planning and execution.&lt;/li&gt;
+  &lt;li&gt;&lt;a href=&quot;https://arrow.apache.org/blog/2019/10/13/introducing-arrow-flight/&quot;&gt;Apache Arrow Flight Protocol&lt;/a&gt; for efficient
+data transfer between processes.&lt;/li&gt;
+  &lt;li&gt;&lt;a href=&quot;https://developers.google.com/protocol-buffers&quot;&gt;Google Protocol Buffers&lt;/a&gt; for serializing query plans.&lt;/li&gt;
+  &lt;li&gt;&lt;a href=&quot;https://www.docker.com/&quot;&gt;Docker&lt;/a&gt; for packaging up executors along with user-defined code.&lt;/li&gt;
+&lt;/ul&gt;
+
+&lt;p&gt;Ballista can be deployed as a standalone cluster and also supports &lt;a href=&quot;https://kubernetes.io/&quot;&gt;Kubernetes&lt;/a&gt;. In either
+case, the scheduler can be configured to use &lt;a href=&quot;https://etcd.io/&quot;&gt;etcd&lt;/a&gt; as a backing store to (eventually) provide
+redundancy in the case of a scheduler failing.&lt;/p&gt;
+
+&lt;h2 id=&quot;status&quot;&gt;Status&lt;/h2&gt;
+
+&lt;p&gt;The Ballista project is at an early stage of development. However, it is capable of running complex analytics queries 
+in a distributed cluster with reasonable performance (comparable to more established distributed query frameworks).&lt;/p&gt;
+
+&lt;p&gt;One of the benefits of Ballista being part of the Arrow codebase is that there is now an opportunity to push parts of 
+the scheduler down to DataFusion so that is possible to seamlessly scale across cores in DataFusion, and across nodes 
+in Ballista, using the same unified query scheduler.&lt;/p&gt;
+
+&lt;h2 id=&quot;contributors-welcome&quot;&gt;Contributors Welcome!&lt;/h2&gt;
+
+&lt;p&gt;If you are excited about being able to use Rust for distributed compute and ETL and would like to contribute to this 
+work then there are many ways to get involved. The simplest way to get started is to try out Ballista against your own 
+datasets and file bug reports for any issues that you find. You could also check out the current 
+&lt;a href=&quot;https://issues.apache.org/jira/issues/?jql=project%20%3D%20ARROW%20AND%20component%20%3D%20%22Rust%20-%20Ballista%22&quot;&gt;list of issues&lt;/a&gt; and have a go at fixing one.&lt;/p&gt;
+
+&lt;p&gt;The &lt;a href=&quot;https://github.com/apache/arrow/blob/master/rust/README.md#arrow-rust-community&quot;&gt;Arrow Rust Community&lt;/a&gt;
+section of the Rust README provides information on other ways to interact with the Ballista contributors and 
+maintainers.&lt;/p&gt;</content><author><name>agrove</name></author><category term="application" /><summary type="html">We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as first-class citizens without paying a penalty for serializat [...]
 
 --&gt;
 
@@ -1931,141 +1976,4 @@ has reached consensus to move forward after addressing various design
 questions and concerns.&lt;/li&gt;
   &lt;li&gt;Guidelines for the use of “unsafe” in the Rust implementation are being
 &lt;a href=&quot;https://mail-archives.apache.org/mod_mbox/arrow-dev/202001.mbox/%3cMN2PR19MB347050FB22046485C0B2525EDD380@MN2PR19MB3470.namprd19.prod.outlook.com%3e&quot;&gt;discussed&lt;/a&gt;.&lt;/li&gt;
-&lt;/ul&gt;</content><author><name>pmc</name></author><category term="release" /><summary type="html">The Apache Arrow team is pleased to announce the 0.16.0 release. This covers about 4 months of development work and includes 735 resolved issues from 99 distinct contributors. See the Install Page to learn how to get the libraries for your platform. The release notes below are not exhaustive and only expose selected highlights of the release. Many other bugfixes and improvements have bee [...]
-
---&gt;
-
-&lt;p&gt;この1.5年、Apache Arrowコミュニティーは&lt;strong&gt;Flight&lt;/strong&gt;の設計と実装を進めてきました。Flightは高速なデータトランスポートを実現するための新しいクライアント・サーバー型のフレームワークです。Flightを使うとネットワーク越しに大きなデータセットを送る処理を簡単に実現できます。Flightは特定用途向けに設計されたものではないため、幅広い用途で利用できます。&lt;/p&gt;
-
-&lt;p&gt;Flightの実装は、まず、&lt;a href=&quot;https://grpc.io/&quot;&gt;gRPC&lt;/a&gt;を使ったArrow列指向フォーマット(つまり「Arrowレコードバッチ」)のトランスポートの最適化に注力しました。gRPCはGoogleが開発しているHTTP/2ベースのRPCライブラリー・フレームワークで、広く利用されています。gRPCも特定用途向けではなく幅広い用途で使えるように設計されています。これまでFlightをgRPCベースで実装することに注力してきましたが、gRPCでだけ使えるようにしたいわけではありません。&lt;/p&gt;
-
-&lt;p&gt;Flightと他のデータトランスポートフレームワークとの大きな違いは並列転送機能です。クライアントとサーバークラスター間で同時にデータをストリームで転送できます。この機能により、簡単にスケーラブルなデータサービスを開発できます。スケーラブルなデータサービスとはクライアント数が増えても大丈夫なサービスです。&lt;/p&gt;
-
-&lt;p&gt;Apache Arrow 0.15.0でC++(Pytonバインディングあり)とJavaでFlightを使えるようになっています。 現時点ではベータユーザー向けです。ベータユーザーとはFlight内部の低レベルの改良によりAPIやプロトコルが変わっても適応できるユーザーのことです。&lt;/p&gt;
-
-&lt;h2 id=&quot;モチベーション&quot;&gt;モチベーション&lt;/h2&gt;
-
-&lt;p&gt;多くの人がネットワーク越しに大きなデータセットにアクセスすることに関して困っています。リモートのデータサービスからデータセットを読むためのさまざまな転送プロトコルやツールがたくさんあります。たとえばODBCやJDBCです。この10年、ファイルベースでデータを保管することが多くなりました。このときにはCSVやAvroやParquetといったフォーマットがよく使われます。しかし、この方法ではデシリアライズする前に生データをローカルのホストに転送しなければいけないという問題があります。&lt;/p&gt;
-
-&lt;p&gt;Apache Arrowの初期からやってきた作業によりさまざまな方法でデータトランスポートを加速できます。&lt;a href=&quot;https://github.com/apache/arrow/blob/master/docs/source/format/Columnar.rst&quot;&gt;Arrow列指向フォーマット&lt;/a&gt;には次の重要な機能があります。&lt;/p&gt;
-
-&lt;ul&gt;
-  &lt;li&gt;表形式データの「転送用の」表現です。この表現はデータ受信側でデシリアライズが必要ありません。&lt;/li&gt;
-  &lt;li&gt;標準で「バッチをストリーム送信」するためのモードがあります。このモードでは、大きなデータセットを複数の行ごとにまとめて転送します。(Arrowの用語では「レコードバッチ」と呼んでいます。)この記事では「データストリーム」について話します。データストリームとはApache Arrowプロジェクトのバイナリープロトコルを使った一連のArrowレコードバッチです。&lt;/li&gt;
-  &lt;li&gt;このフォーマットはプログラミング言語に依存していません。このフォーマットは現在11のプログラミング言語がサポートしています。サポートしているプログラミング言語は増え続けています。&lt;/li&gt;
-&lt;/ul&gt;
-
-&lt;p&gt;ODBCのような標準的なプロトコルの各実装は、通常、それぞれ独自の転送用バイナリープロトコルを実装します。これらのプロトコルは各ライブラリーの公開インターフェイスの表現と相互に変換しなければいけません。ODBC・JDBCライブラリーのパフォーマンスは場合によって大きく異なります。&lt;/p&gt;
-
-&lt;p&gt;私たちのFlightの設計で目指していることは、データサービス用の新しいプロトコルを作ることです。このプロトコルは転送用のデータ表現にも開発者向けの公開APIにもArrow列指向フォーマットを使います。こうすることで、データトランスポート関連のシリアライズコストを減らし、分散データシステム全体を効率化できます。さらに、すでに別の用途にApache Arrowを使っているシステム間では非常に効率的にデータをやりとりできます。&lt;/p&gt;
-
-&lt;h2 id=&quot;flightの基礎&quot;&gt;Flightの基礎&lt;/h2&gt;
-
-&lt;p&gt;Arrow Flightライブラリーはデータストリームを送受信できるサービスを実装するための開発者向けフレームワークを提供します。Flightサーバーは次の基本的なリクエストをサポートしています。&lt;/p&gt;
-
-&lt;ul&gt;
-  &lt;li&gt;&lt;strong&gt;Handshake&lt;/strong&gt;:クライアントが認証済みかを確認するシンプルなリクエスト。いくつかのケースでは、以降のリクエストのために実装定義のセッショントークンを確立します。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;ListFlights&lt;/strong&gt;:利用可能なデータストリームのリストを返します。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;GetSchema&lt;/strong&gt;:データストリームのスキーマを返します。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;GetFlightInfo&lt;/strong&gt;:対象のデータセット用の「アクセスプラン」を返します。複数のデータストリームを消費しなければいけないかもしれません。このリクエストにはシリアライズしたカスタムコマンドを含めることができます。たとえば、アプリケーション固有のパラメーターを含めることができます。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;DoGet&lt;/strong&gt;:クライアントにデータストリームを送信します。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;DoPut&lt;/strong&gt;: クライアントからデータストリームを受信します。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;DoAction&lt;/strong&gt;:実装依存のアクションを実行し、結果を返します。つまり、一般的な関数呼び出しです。&lt;/li&gt;
-  &lt;li&gt;&lt;strong&gt;ListActions&lt;/strong&gt;:利用可能なアクションの種類を返します。&lt;/li&gt;
-&lt;/ul&gt;
-
-&lt;p&gt;gRPCの「双方向の」ストリーミングサポート(&lt;a href=&quot;https://grpc.io/docs/guides/concepts/&quot;&gt;HTTP/2ストリーミング&lt;/a&gt;上に実装されています)を活用して、リクエスト処理中でもデータとメタデータをクライアント・サーバー間でやりとりできます。&lt;/p&gt;
-
-&lt;p&gt;単純なFlightの構成は1台のサーバーとそのサーバーに接続し&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoGet&lt;/code&gt;リクエストをするクライアントという構成です。&lt;/p&gt;
-
-&lt;div align=&quot;center&quot;&gt;
-&lt;img src=&quot;/img/20191014_flight_simple.png&quot; alt=&quot;Flight Simple Architecture&quot; width=&quot;50%&quot; class=&quot;img-responsive&quot; /&gt;
-&lt;/div&gt;
-
-&lt;h2 id=&quot;grpcごしのデータスループットの最適化&quot;&gt;gRPCごしのデータスループットの最適化&lt;/h2&gt;
-
-&lt;p&gt;gRPCのような汎用メッセージングライブラリーを使うことには多くの利点があります。汎用ライブラリーはすでに多数の問題を解決しているからです。gRPCの場合はGoogleが多数の問題を解決していました。しかし、大きなデータセットのトランスポート性能を改善するためにいくつかの処理を改善する必要がありました。多くのgRPCユーザーは比較的小さなメッセージしか扱っていないからです。&lt;/p&gt;
-
-&lt;p&gt;一番よくサポートされているgRPCを使う方法はサービスを&lt;a href=&quot;https://github.com/protocolbuffers/protobuf&quot;&gt;Protocol Buffers&lt;/a&gt;(「Protobuf」と呼ばれることもあります)の&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;.proto&lt;/code&gt;ファイルで定義する方法です。gRPCのProtobufプラグインはgRPCサービスのスタブを生成します。このスタブを使ってアプリケーションを実装します。RPCコマンドとデータメッセージは&lt;a href=&quot;https://developers.google.com/protocol-buffers/docs/encoding&quot;&gt;Protobufワイヤーフォーマット&lt;/a&gt;を使ってシリアライズします。Flightでは「普通のgRPCとProtocol  [...]
-
-&lt;p&gt;Flightの中の主要なデータ関連のProtobufの型は&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;FlightData&lt;/code&gt;と呼ばれています。一般的にProtobufメッセージの読み書きにはコストがかかります。そのため、C++でもJavaでもgRPCにいくつか次のような低レベルの最適化を実装しています。&lt;/p&gt;
-
-&lt;ul&gt;
-  &lt;li&gt;&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;FlightData&lt;/code&gt;用のProtobufワイヤーフォーマットを生成します。&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;FlightData&lt;/code&gt;には送信対象のArrowレコードバッチが含まれていますが、メモリーコピー・シリアライズ処理は一切ありません。&lt;/li&gt;
-  &lt;li&gt;Protobufで表現された&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;FlightData&lt;/code&gt;からメモリーコピー・デシリアライズ処理なしでArrowレコードバッチを再構築できます。実際には、Protocol Bufersライブラリーにエンコードされたデータペイロードを触らせないようにしています。&lt;/li&gt;
-&lt;/ul&gt;
-
-&lt;p&gt;Protobufを使うがProtobufのメッセージパースのオーバーヘッドはなくしたいという両立できない2つのことを両立させようとしているということです。Flight実装は上述の最適化をして高速化しています。素のgRPCクライアントでもFlightサービスとやりとりできますが、素のgRPCクライアントにはこのような最適化はないので、Protobufライブラリーを使って&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;FlightData&lt;/code&gt;をデシリアライズすることになります。そのため、素のgRPCクライアントを使うといくらか性能が落ちます。&lt;/p&gt;
-
-&lt;p&gt;FlightのC++実装でのデータスループットベンチマークの結果での絶対的な性能ですが、どちらもローカルホストで動いているサーバー・クライアント間のTCPスループットは2-3GB/sを上回っていました。ただし、TLSは無効にした状態です。このベンチマークは約4秒で12GBのデータを転送できることを示しています。&lt;/p&gt;
-
-&lt;div class=&quot;language-shell highlighter-rouge&quot;&gt;&lt;div class=&quot;highlight&quot;&gt;&lt;pre class=&quot;highlight&quot;&gt;&lt;code&gt;&lt;span class=&quot;nv&quot;&gt;$ &lt;/span&gt;./arrow-flight-benchmark &lt;span class=&quot;nt&quot;&gt;--records_per_stream&lt;/span&gt; 100000000
-Bytes &lt;span class=&quot;nb&quot;&gt;read&lt;/span&gt;: 12800000000
-Nanos: 3900466413
-Speed: 3129.63 MB/s
-&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;
-
-&lt;p&gt;この結果から次の2つのことを言えます。1つはFlightとgRPCを使うと相対的に小さなオーバーヘッドはあるということです。もう1つは多くの実際のFlightアプリケーションではネットワークの帯域がボトルネックになりそうということです。&lt;/p&gt;
-
-&lt;h2 id=&quot;水平方向のスケーラビリティ並列データアクセスとパーティション化したデータアクセス&quot;&gt;水平方向のスケーラビリティ:並列データアクセスとパーティション化したデータアクセス&lt;/h2&gt;
-
-&lt;p&gt;分散型のデータベースシステムの多くは「コーディネーター」を通してクライアントのリクエストを処理するアーキテクチャーパターンを使っています。クライアントへのデータセットを複数回転送するという明らかに効率に課題がある点はさておき、巨大なデータセットへのアクセスに対するスケーラビリティの問題もあります。&lt;/p&gt;
-
-&lt;p&gt;Flightで次のようなシステムを作れるようにしました。それはこのようなボトルネックに取り組まずに水平方向にスケーラブルなデータサービスを作れるシステムです。&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;GetFlightInfo&lt;/code&gt; RPCを使ったクライアントのリクエストは &lt;strong&gt;エンドポイント&lt;/strong&gt; のリストを返します。返ってくる各エンドポイントにはサーバーの位置と &lt;strong&gt;チケット&lt;/strong&gt; の情報が入っています。チケットはデータセットの一部を取得する&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoGet&lt;/code&gt;リクエストに入れてサーバーに送ります。データセット全体にアクセスするためにはすべてのエンドポイントを処理する必要があります。どのエンドポイ [...]
-
-&lt;p&gt;この複数エンドポイントパターンにはたくさんの利点があります。&lt;/p&gt;
-
-&lt;ul&gt;
-  &lt;li&gt;複数のクライアントが複数のエンドポイントから並列にデータを読み込めます。&lt;/li&gt;
-  &lt;li&gt;&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;GetFlightInfo&lt;/code&gt;「プランニング」リクエストを提供するサービスは兄弟サービスに処理を移譲できます。これにより、データの局所性の利点を得られたり、単純にロードバランスしやすくなったりします。&lt;/li&gt;
-  &lt;li&gt;分散クラスター中のノードは異なる役割を引き受けることができます。たとえば、クラスター内の一部のノードはクエリープランニングに責任を持つかもしれません。一方、他のノードはデータストリームリクエスト(&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoGet&lt;/code&gt;または&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoPut&lt;/code&gt;)だけを処理するかもしれません。&lt;/li&gt;
-&lt;/ul&gt;
-
-&lt;p&gt;次の図はサービスの役割を分けた複数ノードアーキテクチャーの例です。&lt;/p&gt;
-
-&lt;div align=&quot;center&quot;&gt;
-&lt;img src=&quot;/img/20191014_flight_complex.png&quot; alt=&quot;Flight Complex Architecture&quot; width=&quot;60%&quot; class=&quot;img-responsive&quot; /&gt;
-&lt;/div&gt;
-
-&lt;h2 id=&quot;アクションアプリケーション固有のロジックでflightを拡張&quot;&gt;アクション:アプリケーション固有のロジックでFlightを拡張&lt;/h2&gt;
-
-&lt;p&gt;&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;GetFlightInfo&lt;/code&gt;リクエストはデータセットをリクエストするときにシリアライズしたコマンドを中身を気にせずに送ることができますが、クライアントはデータストリームの送受信以外の操作をサーバーに依頼できなければいけないかもしれません。たとえば、クライアントは特定のデータセットをメモリー上に「ピン止め」することを要求するかもしれません。ピン止めすることで他のクライアントからの後続のリクエストを高速に処理できます。&lt;/p&gt;
-
-&lt;p&gt;Flightサービスは追加で「アクション」を定義できます。&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoAction&lt;/code&gt; RPCでアクションを実行できます。アクションリクエストには実行したいアクションの名前と追加情報が入っています。追加情報は省略可能です。アクションの結果はgRPCストリームです。このgRPCストリーム中には任意の結果を入れられます。&lt;/p&gt;
-
-&lt;p&gt;いくつかアクションの例を紹介します。&lt;/p&gt;
-
-&lt;ul&gt;
-  &lt;li&gt;メタデータを見つけるアクション。組み込みの&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;ListFlights&lt;/code&gt; RPCでも提供されている機能ですが、&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;ListFlights&lt;/code&gt;の機能で不十分な場合はアクションで実現できます。&lt;/li&gt;
-  &lt;li&gt;セッション固有のパラメーターを設定するアクション。&lt;/li&gt;
-&lt;/ul&gt;
-
-&lt;p&gt;サーバーはアクションを1つも実装しなくてもよいことに注意してください。また、アクションは結果を返さなくてもよいです。&lt;/p&gt;
-
-&lt;h2 id=&quot;暗号化と認証&quot;&gt;暗号化と認証&lt;/h2&gt;
-
-&lt;p&gt;Flightは組み込みで暗号化をサポートしています。gRPCの組み込みのTLS/OpenSSLの機能を使っています。&lt;/p&gt;
-
-&lt;p&gt;クライアント側・サーバー側ともに拡張可能な認証ハンドラーがあります。この認証ハンドラーを使えば、ユーザー名とパスワードのようなシンプルな認証スキーマも使えますし、ケルベロスのような複雑な認証も使えます。Flightプロトコルには組み込みの&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;BasicAuth&lt;/code&gt;機能がついています。そのため、追加の開発なしでそのままユーザー名とパスワードの認証を実現できます。&lt;/p&gt;
-
-&lt;h2 id=&quot;ミドルウェアとトレース&quot;&gt;ミドルウェアとトレース&lt;/h2&gt;
-
-&lt;p&gt;gRPCには「インターセプター」というコンセプトがあります。インターセプターを使うと開発者が定義した「ミドルウェア」を開発できます。ミドルウェアを使うと届いたリクエストと送るリクエストに介在することができます。このような処理をするフレームワークに&lt;a href=&quot;https://opentracing.io/&quot;&gt;OpenTracing&lt;/a&gt;があります。&lt;/p&gt;
-
-&lt;p&gt;ミドルウェアの機能は最近Flightに追加された機能です。そのため、今のところはmasterブランチでしか使えません。&lt;/p&gt;
-
-&lt;h2 id=&quot;grpcを使っているがgrpcだけではない&quot;&gt;gRPCを使っているがgRPCだけではない&lt;/h2&gt;
-
-&lt;p&gt;&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;DoGet&lt;/code&gt;リクエストでサーバーの位置を指定する方法にはRFC 3986準拠のURIを使っています。たとえば、TLSを使ったgRPCは&lt;code class=&quot;language-plaintext highlighter-rouge&quot;&gt;grpc+tls://$HOST:$PORT&lt;/code&gt;というように指定します。&lt;/p&gt;
-
-&lt;p&gt;Flightサーバーの「コマンド」レイヤーにgRPCを使っているのは妥当だと思っていますが、&lt;a href=&quot;https://en.wikipedia.org/wiki/Remote_direct_memory_access&quot;&gt;RDMA&lt;/a&gt;のようなTCP以外のデータトランスポート層もサポートしたくなるかもしれません。設計・開発時間が必要になりますが、おそらく、TCP以外のプロトコル上でデータを転送するときでもgRPCを使えるでしょう。&lt;/p&gt;
-
-&lt;h2 id=&quot;はじめかたと今後の話&quot;&gt;はじめかたと今後の話&lt;/h2&gt;
-
-&lt;p&gt;Flightユーザー向けのドキュメントは作成中です。しかし、このライブラリーはベータユーザー向けには十分に使い物になります。ベータユーザーとは今後1年で発生するだろう軽微なAPI・プロトコルの変更に耐えられるユーザーです。&lt;/p&gt;
-
-&lt;p&gt;Flightをためす簡単な方法はPython APIを使う方法です。なぜならカスタムサーバーもカスタムクライアントもすべてPythonだけで定義できるからです。なにもコンパイルする必要はありません。Arrowのコードにある&lt;a href=&quot;https://github.com/apache/arrow/tree/apache-arrow-0.15.0/python/examples/flight&quot;&gt;PythonでのFlightクライアントとサーバーの例&lt;/a&gt;を参考にできます。&lt;/p&gt;
-
-&lt;p&gt;実際に使っている例もあります。Dremioは&lt;a href=&quot;https://github.com/dremio-hub/dremio-flight-connector&quot;&gt;Arrow Flightベースの&lt;/a&gt;コネクターを開発しました。このコネクターは&lt;a href=&quot;https://www.dremio.com/is-time-to-replace-odbc-jdbc/&quot;&gt;ODBCよりも20-50倍よい性能を発揮する&lt;/a&gt;ことを示しました。ArrowのコントリビューターであるRyan MurrayはApache Sparkユーザー向けにFlight対応エンドポイントに接続する&lt;a href=&quot;https://github.com/rymurr/flight-spark-source&quot;&gt;データソース実装&lt;/a&gt;を作りました。&lt;/p&gt;
-
-&lt;p&gt;最後に今後の話をします。gRPCではない(あるいはTCPではない)データトランスポートをサポートできないか研究開発を進めるかもしれません。Flightの開発が進むとユーザーが使えるFlight対応サービスが増えていくでしょう。Flightは開発フレームワークなので、ユーザーが使うAPIは高レベルなAPIだけになるようにするつもりです。高レベルなAPIではFlightの詳細と特定のFlightアプリケーションに関連する詳細を隠します。&lt;/p&gt;</content><author><name>wesm</name></author><category term="application" /><category term="translation" /><summary type="html">この1.5年、Apache ArrowコミュニティーはFlightの設計と実装を進めてきました。Flightは高速なデータトランスポートを実現するための新しいクライアント・サーバー型のフレームワークです。Flightを使うとネットワーク�
 ��しに大きなデータセ [...]
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+&lt;/ul&gt;</content><author><name>pmc</name></author><category term="release" /><summary type="html">The Apache Arrow team is pleased to announce the 0.16.0 release. This covers about 4 months of development work and includes 735 resolved issues from 99 distinct contributors. See the Install Page to learn how to get the libraries for your platform. The release notes below are not exhaustive and only expose selected highlights of the release. Many other bugfixes and improvements have bee [...]
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diff --git a/release/0.1.0.html b/release/0.1.0.html
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diff --git a/release/0.10.0.html b/release/0.10.0.html
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diff --git a/release/0.11.0.html b/release/0.11.0.html
index 4509645..0a55649 100644
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+{"@type":"BlogPosting","description":"Apache 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 Antoine Pitrou 38 Korn, Uwe 29 Pindikura Ravindra 21 praveenbingo 9 Vivekanand Vellanki 8 Philipp Moritz 8 Sebastien Bine [...]
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diff --git a/release/0.11.1.html b/release/0.11.1.html
index d17dfb7..fd165e9 100644
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-{"@type":"BlogPosting","description":"Apache 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 manylinux1 image ARROW-3546 - [Python] Provide testing setup to verify wheel binaries work in one or more common Linux distribu [...]
+{"@type":"BlogPosting","description":"Apache 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 manylinux1 image ARROW-3546 - [Python] Provide testing setup to verify wheel binaries work in one or more common Linux distribu [...]
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diff --git a/release/0.12.0.html b/release/0.12.0.html
index 7a8b8d6..999fefb 100644
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-{"@type":"BlogPosting","description":"Apache Arrow 0.12.0 (20 January 2019) This is a major release covering more than 3 months of development. Download Source Artifacts Binary Artifacts Git tag 8ca41384b5324bfd0ef3d3ed3f728e1d10ed73f0 Contributors This release includes 601 commits from 77 distinct contributors. $ git shortlog -sn apache-arrow-0.11.0..apache-arrow-0.12.0 94 Kouhei Sutou 76 Wes McKinney 61 Antoine Pitrou 60 Krisztián Szűcs 25 Pindikura Ravindra 25 Yosuke Shiro 21 Romain F [...]
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diff --git a/release/0.13.0.html b/release/0.13.0.html
index 82b3cd9..7bf7b65 100644
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-{"@type":"BlogPosting","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 56 Wes McKinney 55 Kouhei Sutou 31 Antoine Pitrou 31 François Saint-Jacques 31 Korn, Uwe 30 Krisztián Szűcs 28 Andy Gr [...]
+{"@type":"BlogPosting","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 56 Wes McKinney 55 Kouhei Sutou 31 Antoine Pitrou 31 François Saint-Jacques 31 Korn, Uwe 30 Krisztián Szűcs 28 Andy Gr [...]
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diff --git a/release/0.14.0.html b/release/0.14.0.html
index d5c78a0..f717541 100644
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-{"@type":"BlogPosting","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 67 Antoine Pitrou 62 Wes McKinney 37 Sebastien Binet 34 Sutou Kouhei 25 Kouhei Sutou 24 Neal Richardson 22 Romain Franc [...]
+{"@type":"BlogPosting","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 67 Antoine Pitrou 62 Wes McKinney 37 Sebastien Binet 34 Sutou Kouhei 25 Kouhei Sutou 24 Neal Richardson 22 Romain Franc [...]
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diff --git a/release/0.14.1.html b/release/0.14.1.html
index 3d057e4..4e3d015 100644
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+{"@type":"BlogPosting","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 -sn apache-arrow-0.14.0..apache-arrow-0.14.1 15 Sutou Kouhei 10 Krisztián Szűcs 5 Antoine Pitrou 5 Wes McKinney 2 David  [...]
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diff --git a/release/0.15.0.html b/release/0.15.0.html
index 606690c..dc0cf33 100644
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-{"@type":"BlogPosting","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-0.15.0 96 Wes McKinney 63 Antoine Pitrou 59 tianchen 55 Sutou Kouhei 46 liyafan82 38 Neal Richardson 34 Joris Van den Bossc [...]
+{"@type":"BlogPosting","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-0.15.0 96 Wes McKinney 63 Antoine Pitrou 59 tianchen 55 Sutou Kouhei 46 liyafan82 38 Neal Richardson 34 Joris Van den Bossc [...]
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diff --git a/release/0.15.1.html b/release/0.15.1.html
index 95b5ef4..c667deb 100644
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-{"@type":"BlogPosting","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-0.15.1 10 Wes McKinney 10 Antoine Pitrou 7 Krisztián Szűcs 2 tianchen92 2 Joris Van den Bossche 2 Sutou Kouhei 2 Anthony Ab [...]
+{"@type":"BlogPosting","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-0.15.1 10 Wes McKinney 10 Antoine Pitrou 7 Krisztián Szűcs 2 tianchen92 2 Joris Van den Bossche 2 Sutou Kouhei 2 Anthony Ab [...]
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diff --git a/release/0.16.0.html b/release/0.16.0.html
index 80f624b..48a9e6a 100644
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-{"@type":"BlogPosting","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-0.16.0 84 Antoine Pitrou 80 Sutou Kouhei 50 Neal Richardson 47 Krisztián Szűcs 44 Joris Van den Bossche 41 Wes McKinney 32 [...]
+{"@type":"BlogPosting","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-0.16.0 84 Antoine Pitrou 80 Sutou Kouhei 50 Neal Richardson 47 Krisztián Szűcs 44 Joris Van den Bossche 41 Wes McKinney 32 [...]
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diff --git a/release/0.17.0.html b/release/0.17.0.html
index 25a1338..f0ec061 100644
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+{"@type":"BlogPosting","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-0.17.0 80 Antoine Pitrou 78 Krisztián Szűcs 58 Wes McKinney 55 Neal Richardson 39 Sutou Kouhei 30 Benjamin Kietzman 26 Joris [...]
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diff --git a/release/0.17.1.html b/release/0.17.1.html
index 3bbfbb8..ffe440b 100644
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+{"@type":"BlogPosting","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-arrow-0.17.1 9 Krisztián Szűcs 4 Sutou Kouhei 3 Neal Richardson 3 Wes McKinney 2 Antoine Pitrou 1 Eric Erhardt 1 Joris [...]
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diff --git a/release/0.2.0.html b/release/0.2.0.html
index 43c82a7..8f2c028 100644
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diff --git a/release/0.3.0.html b/release/0.3.0.html
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+{"@type":"BlogPosting","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 4 Johan Mabille 4 Max Risuhin 3 Miki Tebeka 3 Steven Phillips 2 Brian Hulette 2 Jeff Reback 2 Leif Walsh 1 Deepak Maje [...]
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diff --git a/release/0.4.0.html b/release/0.4.0.html
index 19d6430..8120b95 100644
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diff --git a/release/0.4.1.html b/release/0.4.1.html
index b72ec5f..6fbffc3 100644
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+{"@type":"BlogPosting","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. localized Timestamp values ARROW-1034 - [Python] Enable creation of binary wheels on Windows / MSVC ARROW-1049 - [java] [...]
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diff --git a/release/0.5.0.html b/release/0.5.0.html
index f98f5cf..89dfcea 100644
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+{"@type":"BlogPosting","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 L. Korn 12 Kouhei Sutou 9 Max Risuhin 9 Phillip Cloud 6 Philipp Moritz 5 Steven Phillips 3 Julien Le Dem 2 Bryan Cutle [...]
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diff --git a/release/0.6.0.html b/release/0.6.0.html
index f0dcbe9..332c328 100644
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+{"@type":"BlogPosting","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 Robert Nishihara 1 Antony Mayi 1 Marco Neumann 1 Stepan Kadlec 1 Steven Phillips 1 Yeolar 1 fjetter 1 rendel Changelog [...]
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diff --git a/release/0.7.0.html b/release/0.7.0.html
index 42e5bfa..b40dc36 100644
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+{"@type":"BlogPosting","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 Laurent Goujon 2 Li Jin 2 Max Risuhin 2 fjetter 1 Antony Mayi 1 Brecht Machiels 1 Fritz Obermeyer 1 Gonzalo Ortiz 1 Jeff  [...]
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diff --git a/release/0.7.1.html b/release/0.7.1.html
index 65dc489..e427eee 100644
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+{"@type":"BlogPosting","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 Cutler 1 Deepak Majeti 1 Kentaro Hayashi 1 Korn, Uwe 1 Li Jin 1 Rene Sugar 1 Tom Augspurger 1 Wataru Shimizu 1 m-nakamura145 [...]
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diff --git a/release/0.8.0.html b/release/0.8.0.html
index 8bda143..1ad8ce6 100644
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+{"@type":"BlogPosting","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 siddharth 3 Max Risuhin 3 Stephanie 2 Rene Sugar 2 Heimir Sverrisson 2 Brian Hulette 2 Yuliya Feldman 2 dhirschf 2 Matth [...]
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diff --git a/release/0.9.0.html b/release/0.9.0.html
index 1e4cefa..9aae58f 100644
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+{"@type":"BlogPosting","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 Moritz 6 Panchen Xue 6 yosuke shiro 5 Mitar 5 Bryan Cutler 4 siddharth 3 Adam Seibert 3 Licht-T 3 moriyoshi 2 rvernica 2 Si [...]
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diff --git a/release/1.0.0.html b/release/1.0.0.html
index 586970e..93b899d 100644
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+{"@type":"BlogPosting","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-1.0.0 125 Wes McKinney 72 Neal Richardson 61 Antoine Pitrou 56 Sutou Kouhei 55 Krisztián Szűcs 30 Joris Van den Bossche 24 Be [...]
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diff --git a/release/1.0.1.html b/release/1.0.1.html
index 5a72f00..0aa82fb 100644
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diff --git a/release/2.0.0.html b/release/2.0.0.html
index 3425f41..92ecbef 100644
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+{"@type":"BlogPosting","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 68 Jorge C. Leitao 48 Antoine Pitrou 40 Krisztián Szűcs 34 alamb 33 Neal Richardson 30 Andy Grove 25 Benjamin Kietzman [...]
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diff --git a/release/3.0.0.html b/release/3.0.0.html
index ae2bb9e..c4c46d9 100644
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-{"@type":"BlogPosting","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-3.0.0 71 Jorge C. Leitao 64 Sutou Kouhei 48 Antoine Pitrou 48 Heres, Daniel 27 Andy Grove 27 Neville Dipale 24 Joris Van de [...]
+{"@type":"BlogPosting","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-3.0.0 71 Jorge C. Leitao 64 Sutou Kouhei 48 Antoine Pitrou 48 Heres, Daniel 27 Andy Grove 27 Neville Dipale 24 Joris Van de [...]
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diff --git a/release/index.html b/release/index.html
index cc25fb1..f4e00de 100644
--- a/release/index.html
+++ b/release/index.html
@@ -20,13 +20,13 @@
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-{"@type":"BlogPosting","description":"Apache Arrow Releases Navigate to the release page for downloads and the changelog. 3.0.0 (26 January 2021) 2.0.0 (19 October 2020) 1.0.1 (21 August 2020) 1.0.0 (24 July 2020) 0.17.1 (18 May 2020) 0.17.0 (20 April 2020) 0.16.0 (7 February 2020) 0.15.1 (1 November 2019) 0.15.0 (5 October 2019) 0.14.1 (22 July 2019) 0.14.0 (4 July 2019) 0.13.0 (1 April 2019) 0.12.0 (20 January 2019) 0.11.1 (19 October 2018) 0.11.0 (8 October 2018) 0.10.0 (6 August 2018 [...]
+{"@type":"BlogPosting","description":"Apache Arrow Releases Navigate to the release page for downloads and the changelog. 3.0.0 (26 January 2021) 2.0.0 (19 October 2020) 1.0.1 (21 August 2020) 1.0.0 (24 July 2020) 0.17.1 (18 May 2020) 0.17.0 (20 April 2020) 0.16.0 (7 February 2020) 0.15.1 (1 November 2019) 0.15.0 (5 October 2019) 0.14.1 (22 July 2019) 0.14.0 (4 July 2019) 0.13.0 (1 April 2019) 0.12.0 (20 January 2019) 0.11.1 (19 October 2018) 0.11.0 (8 October 2018) 0.10.0 (6 August 2018 [...]
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