(arrow-site) branch asf-site updated: Updating built site (build 6133ca2e352e5e56b1787cad15ea0bcf159a503d)

[gi...@apache.org]

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


The following commit(s) were added to refs/heads/asf-site by this push:
     new 092b6565028 Updating built site (build 6133ca2e352e5e56b1787cad15ea0bcf159a503d)
092b6565028 is described below

commit 092b656502878dc33cc99f7aa788e125413ba14c
Author: Matt Topol <ma...@voltrondata.com>
AuthorDate: Sun Mar 16 22:04:26 2025 +0000

    Updating built site (build 6133ca2e352e5e56b1787cad15ea0bcf159a503d)
---
 blog/2025/03/16/arrow-go-18.2.0/index.html | 350 +++++++++++++++++++++++++++++
 blog/index.html                            |  30 +++
 feed.xml                                   | 209 ++++++-----------
 release/0.1.0.html                         |   4 +-
 release/0.10.0.html                        |   4 +-
 release/0.11.0.html                        |   4 +-
 release/0.11.1.html                        |   4 +-
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 58 files changed, 563 insertions(+), 246 deletions(-)

diff --git a/blog/2025/03/16/arrow-go-18.2.0/index.html b/blog/2025/03/16/arrow-go-18.2.0/index.html
new file mode 100644
index 00000000000..85c9f9df332
--- /dev/null
+++ b/blog/2025/03/16/arrow-go-18.2.0/index.html
@@ -0,0 +1,350 @@
+<!DOCTYPE html>
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+    <!-- The above meta tags *must* come first in the head; any other head content must come *after* these tags -->
+    
+    <title>Apache Arrow Go 18.2.0 Release | Apache Arrow</title>
+    
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+    <!-- Begin Jekyll SEO tag v2.8.0 -->
+<meta name="generator" content="Jekyll v4.3.3" />
+<meta property="og:title" content="Apache Arrow Go 18.2.0 Release" />
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+<meta property="og:locale" content="en_US" />
+<meta name="description" content="The Apache Arrow team is pleased to announce the v18.2.0 release of Apache Arrow Go. This minor release covers 21 commits from 7 distinct contributors. Highlights Arrow Fixed bitmap ops on 32-bit platforms #277 Allocations by arrow/memory will always be aligned even from the Mallocator #289 Sped up overflow checks for small integers in compute library #303 Parquet The parquet_reader CLI now has an option to dump the column and index offsets #281 Column r [...]
+<meta property="og:description" content="The Apache Arrow team is pleased to announce the v18.2.0 release of Apache Arrow Go. This minor release covers 21 commits from 7 distinct contributors. Highlights Arrow Fixed bitmap ops on 32-bit platforms #277 Allocations by arrow/memory will always be aligned even from the Mallocator #289 Sped up overflow checks for small integers in compute library #303 Parquet The parquet_reader CLI now has an option to dump the column and index offsets #281 C [...]
+<link rel="canonical" href="https://arrow.apache.org/blog/2025/03/16/arrow-go-18.2.0/" />
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+        
+<h1>
+  Apache Arrow Go 18.2.0 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">
+    16 Mar 2025
+  </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>
+
+
+        <!--
+
+-->
+
+<p>The Apache Arrow team is pleased to announce the <a href="https://github.com/apache/arrow-go/releases/tag/v18.2.0">v18.2.0</a> release of Apache Arrow Go. 
+This minor release covers 21 commits from 7 distinct contributors.</p>
+
+<h2 id="highlights">Highlights</h2>
+
+<h3 id="arrow">Arrow</h3>
+
+<ul>
+  <li>Fixed bitmap ops on 32-bit platforms <a href="https://github.com/apache/arrow-go/pull/277">#277</a></li>
+  <li>Allocations by arrow/memory will always be aligned even from the Mallocator <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>Sped up overflow checks for small integers in compute library <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+</ul>
+
+<h3 id="parquet">Parquet</h3>
+
+<ul>
+  <li>The <code class="language-plaintext highlighter-rouge">parquet_reader</code> CLI now has an option to dump the column and index offsets <a href="https://github.com/apache/arrow-go/pull/281">#281</a></li>
+  <li>Column readers now have a <code class="language-plaintext highlighter-rouge">SeekToRow</code> method that will leverage column/index offsets if they exist <a href="https://github.com/apache/arrow-go/pull/283">#283</a></li>
+</ul>
+
+<h2 id="full-changelog">Full Changelog</h2>
+
+<h3 id="whats-changed">What’s Changed</h3>
+<ul>
+  <li>fix(release): fix wrong upload path by @kou in <a href="https://github.com/apache/arrow-go/pull/243">#243</a></li>
+  <li>fix(release): fix svn add command and add script to generate release notes by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/249">#249</a></li>
+  <li>fix(arrow/cdata): move headers into parent Go package by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/251">#251</a></li>
+  <li>chore: Add NOTICE.txt file by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/257">#257</a></li>
+  <li>chore: Update self-hosted arm runner to ubuntu-24.04-arm by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/268">#268</a></li>
+  <li>chore: Drop executable file bit of source files by @jas4711 in <a href="https://github.com/apache/arrow-go/pull/274">#274</a></li>
+  <li>ci: update actions/cache by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/276">#276</a></li>
+  <li>fix(arrow/bitutil): fix bitmap ops on 32-bit platforms by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/277">#277</a></li>
+  <li>feat(internal/encoding): add Discard method to decoders by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/280">#280</a></li>
+  <li>feat(parquet/cmd/parquet_reader): Add command to dump the column and offset indices by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/281">#281</a></li>
+  <li>fix(internal/utils): fix clobbering BP by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/288">#288</a></li>
+  <li>docs(license): update LICENSE.txt by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/290">#290</a></li>
+  <li>feat(parquet/file): Add SeekToRow for Column readers by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/283">#283</a></li>
+  <li>fix(parquet/pqarrow): propagate field id metadata for lists/maps by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/293">#293</a></li>
+  <li>feat: Add arrayApproxEqualString to handle null characters in string. by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/291">#291</a></li>
+  <li>feat(parquet): update comments for <code class="language-plaintext highlighter-rouge">BufferedStreamEnabled</code> by @joechenrh in <a href="https://github.com/apache/arrow-go/pull/295">#295</a></li>
+  <li>fix(arrow/memory): Align allocations always by @lidavidm in <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>feat(parquet): add byte buffer when disable buffered stream by @joechenrh in <a href="https://github.com/apache/arrow-go/pull/302">#302</a></li>
+  <li>perf(overflow): Speed up overflow checks for small integers by @cbandy in <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+  <li>chore: bump version by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/305">#305</a></li>
+  <li>fix(pqarrow): respect list element nullability during conversion by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/311">#311</a></li>
+  <li>chore(testing): Update testing submodules by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/312">#312</a></li>
+</ul>
+
+<h3 id="new-contributors">New Contributors</h3>
+<ul>
+  <li>@singh1203 made their first contribution in <a href="https://github.com/apache/arrow-go/pull/257">#257</a></li>
+  <li>@jas4711 made their first contribution in <a href="https://github.com/apache/arrow-go/pull/274">#274</a></li>
+  <li>@lidavidm made their first contribution in <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>@cbandy made their first contribution in <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+</ul>
+
+<p><strong>Full Changelog</strong>: https://github.com/apache/arrow-go/compare/v18.1.0…v18.2.0</p>
+
+<h2 id="contributors">Contributors</h2>
+<div class="language-console highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="gp">$</span><span class="w"> </span>git shortlog <span class="nt">-sn</span> v18.1.0..v18.2.0
+<span class="go">    13	Matt Topol
+     3	Saurabh Singh
+     2	Ruihao Chen
+     1	Chris Bandy
+     1	David Li
+     1	Simon Josefsson
+     1	Sutou Kouhei
+</span></code></pre></div></div>
+
+      </main>
+    </div>
+
+    <hr/>
+<footer class="footer">
+  <div class="row">
+    <div class="col-md-9">
+      <p>Apache Arrow, Arrow, Apache, the Apache feather logo, and the Apache Arrow project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries.</p>
+      <p>&copy; 2016-2025 The Apache Software Foundation</p>
+    </div>
+    <div class="col-md-3">
+      <a class="d-sm-none d-md-inline pr-2" href="https://www.apache.org/events/current-event.html">
+        <img src="https://www.apache.org/events/current-event-234x60.png"/>
+      </a>
+    </div>
+  </div>
+</footer>
+
+  </div>
+</body>
+</html>
diff --git a/blog/index.html b/blog/index.html
index 7fb24b12093..e5f14d9e29c 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -236,6 +236,36 @@
 
 
   
+  <p>
+    <h3>
+      <a href="/blog/2025/03/16/arrow-go-18.2.0/">Apache Arrow Go 18.2.0 Release</a>
+    </h3>
+    
+    <p>
+    <span class="blog-list-date">
+      16 March 2025
+    </span>
+    </p>
+    
+
+The Apache Arrow team is pleased to announce the v18.2.0 release of Apache Arrow Go. 
+This minor release covers 21 commits from 7 distinct contributors.
+
+Highlights
+
+Arrow
+
+
+  Fixed bitmap ops on 32-bit platforms #277
+  Allocations by arrow/memory will always be aligned even from the Mallocator #289
+  Sped up overflow checks for small integers...
+    &nbsp;
+    <a href="/blog/2025/03/16/arrow-go-18.2.0/">Read More →</a>
+
+  </p>
+  
+
+  
   <p>
     <h3>
       <a href="/blog/2025/03/10/fast-streaming-inserts-in-duckdb-with-adbc/">Fast Streaming Inserts in DuckDB with ADBC</a>
diff --git a/feed.xml b/feed.xml
index d3b14912694..ae31becfaac 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,75 @@
-<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.3.3">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>2025-03-10T11:46:54-04:00</updated><id>https://arrow.apache.org/feed.xml</id><title type="html">Apache Arrow</title><subtitle>Apache Arrow is the universal columnar fo [...]
+<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.3.3">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>2025-03-16T17:58:22-04:00</updated><id>https://arrow.apache.org/feed.xml</id><title type="html">Apache Arrow</title><subtitle>Apache Arrow is the universal columnar fo [...]
+
+-->
+
+<p>The Apache Arrow team is pleased to announce the <a href="https://github.com/apache/arrow-go/releases/tag/v18.2.0">v18.2.0</a> release of Apache Arrow Go. 
+This minor release covers 21 commits from 7 distinct contributors.</p>
+
+<h2 id="highlights">Highlights</h2>
+
+<h3 id="arrow">Arrow</h3>
+
+<ul>
+  <li>Fixed bitmap ops on 32-bit platforms <a href="https://github.com/apache/arrow-go/pull/277">#277</a></li>
+  <li>Allocations by arrow/memory will always be aligned even from the Mallocator <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>Sped up overflow checks for small integers in compute library <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+</ul>
+
+<h3 id="parquet">Parquet</h3>
+
+<ul>
+  <li>The <code class="language-plaintext highlighter-rouge">parquet_reader</code> CLI now has an option to dump the column and index offsets <a href="https://github.com/apache/arrow-go/pull/281">#281</a></li>
+  <li>Column readers now have a <code class="language-plaintext highlighter-rouge">SeekToRow</code> method that will leverage column/index offsets if they exist <a href="https://github.com/apache/arrow-go/pull/283">#283</a></li>
+</ul>
+
+<h2 id="full-changelog">Full Changelog</h2>
+
+<h3 id="whats-changed">What’s Changed</h3>
+<ul>
+  <li>fix(release): fix wrong upload path by @kou in <a href="https://github.com/apache/arrow-go/pull/243">#243</a></li>
+  <li>fix(release): fix svn add command and add script to generate release notes by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/249">#249</a></li>
+  <li>fix(arrow/cdata): move headers into parent Go package by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/251">#251</a></li>
+  <li>chore: Add NOTICE.txt file by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/257">#257</a></li>
+  <li>chore: Update self-hosted arm runner to ubuntu-24.04-arm by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/268">#268</a></li>
+  <li>chore: Drop executable file bit of source files by @jas4711 in <a href="https://github.com/apache/arrow-go/pull/274">#274</a></li>
+  <li>ci: update actions/cache by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/276">#276</a></li>
+  <li>fix(arrow/bitutil): fix bitmap ops on 32-bit platforms by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/277">#277</a></li>
+  <li>feat(internal/encoding): add Discard method to decoders by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/280">#280</a></li>
+  <li>feat(parquet/cmd/parquet_reader): Add command to dump the column and offset indices by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/281">#281</a></li>
+  <li>fix(internal/utils): fix clobbering BP by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/288">#288</a></li>
+  <li>docs(license): update LICENSE.txt by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/290">#290</a></li>
+  <li>feat(parquet/file): Add SeekToRow for Column readers by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/283">#283</a></li>
+  <li>fix(parquet/pqarrow): propagate field id metadata for lists/maps by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/293">#293</a></li>
+  <li>feat: Add arrayApproxEqualString to handle null characters in string. by @singh1203 in <a href="https://github.com/apache/arrow-go/pull/291">#291</a></li>
+  <li>feat(parquet): update comments for <code class="language-plaintext highlighter-rouge">BufferedStreamEnabled</code> by @joechenrh in <a href="https://github.com/apache/arrow-go/pull/295">#295</a></li>
+  <li>fix(arrow/memory): Align allocations always by @lidavidm in <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>feat(parquet): add byte buffer when disable buffered stream by @joechenrh in <a href="https://github.com/apache/arrow-go/pull/302">#302</a></li>
+  <li>perf(overflow): Speed up overflow checks for small integers by @cbandy in <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+  <li>chore: bump version by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/305">#305</a></li>
+  <li>fix(pqarrow): respect list element nullability during conversion by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/311">#311</a></li>
+  <li>chore(testing): Update testing submodules by @zeroshade in <a href="https://github.com/apache/arrow-go/pull/312">#312</a></li>
+</ul>
+
+<h3 id="new-contributors">New Contributors</h3>
+<ul>
+  <li>@singh1203 made their first contribution in <a href="https://github.com/apache/arrow-go/pull/257">#257</a></li>
+  <li>@jas4711 made their first contribution in <a href="https://github.com/apache/arrow-go/pull/274">#274</a></li>
+  <li>@lidavidm made their first contribution in <a href="https://github.com/apache/arrow-go/pull/289">#289</a></li>
+  <li>@cbandy made their first contribution in <a href="https://github.com/apache/arrow-go/pull/303">#303</a></li>
+</ul>
+
+<p><strong>Full Changelog</strong>: https://github.com/apache/arrow-go/compare/v18.1.0…v18.2.0</p>
+
+<h2 id="contributors">Contributors</h2>
+<div class="language-console highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="gp">$</span><span class="w"> </span>git shortlog <span class="nt">-sn</span> v18.1.0..v18.2.0
+<span class="go">    13	Matt Topol
+     3	Saurabh Singh
+     2	Ruihao Chen
+     1	Chris Bandy
+     1	David Li
+     1	Simon Josefsson
+     1	Sutou Kouhei
+</span></code></pre></div></div>]]></content><author><name>pmc</name></author><category term="release" /><summary type="html"><![CDATA[The Apache Arrow team is pleased to announce the v18.2.0 release of Apache Arrow Go. This minor release covers 21 commits from 7 distinct contributors. Highlights Arrow Fixed bitmap ops on 32-bit platforms #277 Allocations by arrow/memory will always be aligned even from the Mallocator #289 Sped up overflow checks for small integers in compute library #30 [...]
 
 -->
 <style>
@@ -1035,138 +1106,4 @@ This minor release covers 32 commits from 6 distinct contributors.</p>
       <p>これはCSVがParquet・ORCよりも高速に結果を転送できるということではありません。CSVとParquet・ORCの転送性能を比べるときは、通常、この特徴よりもここで説明している他の4つの特徴の影響の方が大きいです。 <a href="#fnref:4" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
     </li>
   </ol>
-</div>]]></content><author><name>Ian Cook, David Li, Matt Topol, Sutou Kouhei [訳]</name></author><category term="application" /><summary type="html"><![CDATA[Arrowはシリアライズ・デシリアライズのオーバーヘッドを削減することでクエリー結果の転送を高速にします。これに関するArrowフォーマットの5つの特徴を説明します。]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://arrow.apache.org/img/arrow-result-transfer/part-1-share-image.png" /><media:content medium="image" url="https://arrow.apache.org/img/arrow-result-transfer/part-1-sh [...]
-
--->
-
-<p><em>This is the first in a series of posts that aims to demystify the use of Arrow as a data interchange format for databases and query engines.</em></p>
-
-<!--
-
--->
-
-<p>Posts in this series:</p>
-
-<ol>
-  <li><a href="/blog/2025/01/10/arrow-result-transfer/">How the Apache Arrow Format Accelerates Query Result Transfer</a></li>
-  <li><a href="/blog/2025/02/28/data-wants-to-be-free/">Data Wants to Be Free: Fast Data Exchange with Apache Arrow</a></li>
-</ol>
-
-<p><img src="/img/arrow-result-transfer/part-1-banner.png" width="100%" class="img-responsive" alt="" aria-hidden="true" /></p>
-
-<p>“Why is this taking so long?”</p>
-
-<p>This is a question that data practitioners often ponder while waiting for query results. It’s a question with many possible answers. Maybe your data source is poorly partitioned. Maybe your SaaS data warehouse is undersized. Maybe the query optimizer failed to translate your SQL statement into an efficient execution plan.</p>
-
-<p>But surprisingly often, the answer is that you are using an inefficient protocol to transfer query results to the client. In a <a href="https://www.vldb.org/pvldb/vol10/p1022-muehleisen.pdf" target="_blank">2017 paper</a>, Mark Raasveldt and Hannes Mühleisen observed that query result transfer time often dominates query execution time, especially for larger results. However, the bottleneck is not where you might expect.</p>
-
-<p>Transferring a query result from a source to a destination involves three steps:</p>
-
-<ol>
-  <li>At the source, serialize the result from its original format into a transfer format.</li>
-  <li>Transmit the data over the network in the transfer format.<sup id="fnref:1"><a href="#fn:1" class="footnote" rel="footnote" role="doc-noteref">1</a></sup></li>
-  <li>At the destination, deserialize the transfer format into the target format.</li>
-</ol>
-
-<p>In the era of slower networks, the transmission step was usually the bottleneck, so there was little incentive to speed up the serialization and deserialization steps. Instead, the emphasis was on making the transferred data smaller, typically using compression, to reduce the transmission time. It was during this era that the most widely used database connectivity APIs (ODBC and JDBC) and database client protocols (such as the MySQL client/server protocol and the PostgreSQL frontend/b [...]
-
-<p>Yet many query results today continue to flow through legacy APIs and protocols that add massive serialization and deserialization (“ser/de”) overheads by forcing data into inefficient transfer formats. In a <a href="https://www.vldb.org/pvldb/vol14/p534-li.pdf" target="_blank">2021 paper</a>, Tianyu Li et al. presented an example using ODBC and the PostgreSQL protocol in which 99.996% of total query time was spent on ser/de. That is arguably an extreme case, but we have observed 90%  [...]
-
-<p>Enter Arrow.</p>
-
-<p>The Apache Arrow open source project defines a <a href="https://arrow.apache.org/docs/format/Columnar.html" target="_blank">data format</a> that is designed to speed up—and in many cases eliminate—ser/de in query result transfer. Since its creation in 2016, the Arrow format and the multi-language toolbox built around it have gained widespread use, but the technical details of how Arrow is able to slash ser/de overheads remain poorly understood. To help address this, we outline five ke [...]
-
-<h3 id="1-the-arrow-format-is-columnar">1. The Arrow format is columnar.</h3>
-
-<p>Columnar (column-oriented) data formats hold the values for each column in contiguous blocks of memory. This is in contrast to row-oriented data formats, which hold the values for each row in contiguous blocks of memory.</p>
-
-<figure style="text-align: center;">
-  <img src="/img/arrow-result-transfer/part-1-figure-1-row-vs-column-layout.png" width="100%" class="img-responsive" alt="Figure 1: An illustration of row-oriented and column-oriented physical memory layouts of a table containing three columns and five rows." />
-  <figcaption>Figure 1: An illustration of row-oriented and column-oriented physical memory layouts of a table containing three columns and five rows.</figcaption>
-</figure>
-
-<p>High-performance analytic databases, data warehouses, query engines, and storage systems have converged on columnar architecture because it speeds up the most common types of analytic queries. Examples of modern columnar query systems include Amazon Redshift, Apache DataFusion, ClickHouse, Databricks Photon Engine, DuckDB, Google BigQuery, Microsoft Azure Synapse Analytics, OpenText Analytics Database (Vertica), Snowflake, and Voltron Data Theseus.</p>
-
-<p>Likewise, many destinations for analytic query results (such as business intelligence tools, data application platforms, dataframe libraries, and machine learning platforms) use columnar architecture. Examples of columnar business intelligence tools include Amazon QuickSight, Domo, GoodData, Power BI, Qlik Sense, Spotfire, and Tableau. Examples of columnar dataframe libraries include cuDF, pandas, and Polars.</p>
-
-<p>So it is increasingly common for both the source format and the target format of a query result to be columnar formats. The most efficient way to transfer data between a columnar source and a columnar target is to use a columnar transfer format. This eliminates the need for a time-consuming transpose of the data from columns to rows at the source during the serialization step and another time-consuming transpose of the data from rows to columns at the destination during the deserializ [...]
-
-<p>Arrow is a columnar data format. The column-oriented layout of data in the Arrow format is similar—and in many cases identical—to the layout of data in many widely used columnar source systems and destination systems.</p>
-
-<h3 id="2-the-arrow-format-is-self-describing-and-type-safe">2. The Arrow format is self-describing and type-safe.</h3>
-
-<p>In a self-describing data format, the schema (the names and types of the columns) and other metadata that describe the data’s structure are included with the data. A self-describing format provides the receiving system with all the information it needs to safely and efficiently process the data. By contrast, when a format is not self-describing, the receiving system must scan the data to infer its schema and structure (a slow and error-prone process) or obtain the schema separately.</p>
-
-<p>An important property of some self-describing data formats is the ability to enforce type safety. When a format enforces type safety, it guarantees that data values conform to their specified types, thereby allowing the receiving system to rule out the possibility of type errors when processing the data. By contrast, when a format does not enforce type safety, the receiving system must check the validity of each individual value in the data (a computationally expensive process) or han [...]
-
-<p>When reading data from a non-self-describing, type-unsafe format (such as CSV), all this scanning, inferring, and checking contributes to large deserialization overheads. Worse, such formats can lead to ambiguities, debugging trouble, maintenance challenges, and security vulnerabilities.</p>
-
-<p>The Arrow format is self-describing and enforces type safety. Furthermore, Arrow’s type system is similar to—and in many cases identical to or a superset of—the type systems of many widely used data sources and destinations. This includes most columnar data systems and many row-oriented systems such as Apache Spark and various relational databases. When using the Arrow format, these systems can quickly and safely convert data values between their native types and the corresponding Arr [...]
-
-<h3 id="3-the-arrow-format-enables-zero-copy">3. The Arrow format enables zero-copy.</h3>
-
-<p>A zero-copy operation is one in which data is transferred from one medium to another without creating any intermediate copies. When a data format supports zero-copy operations, this implies that its structure in memory is the same as its structure on disk or on the network. So, for example, the data can be read off the network directly into a usable structure in memory without performing any intermediate copies or conversions.</p>
-
-<p>The Arrow format supports zero-copy operations. To hold sets of data values, Arrow defines a column-oriented tabular data structure called a <a href="https://arrow.apache.org/docs/format/Columnar.html#serialization-and-interprocess-communication-ipc" target="_blank">record batch</a>. Arrow record batches can be held in memory, sent over a network, or stored on disk. The binary structure remains the same regardless of which medium a record batch is on and which system generated it. To  [...]
-
-<p>As a result of these design choices, Arrow can serve not only as a transfer format but also as an in-memory format and on-disk format. This is in contrast to text-based formats such as JSON and CSV and serialized binary formats such as Protocol Buffers and Thrift, which encode data values using dedicated structural syntax. To load data from these formats into a usable in-memory structure, the data must be parsed and decoded. This is also in contrast to binary formats such as Parquet a [...]
-
-<p>This means that at the source system, if data exists in memory or on disk in Arrow format, that data can be transmitted over the network in Arrow format without any serialization. And at the destination system, Arrow-formatted data can be read off the network into memory or into Arrow files on disk without any deserialization.</p>
-
-<p>The Arrow format was designed to be highly efficient as an in-memory format for analytic operations. Because of this, many columnar data systems have been built using Arrow as their in-memory format. These include Apache DataFusion, cuDF, Dremio, InfluxDB, Polars, Velox, and Voltron Data Theseus. When one of these systems is the source or destination of a transfer, ser/de overheads can be fully eliminated. With most other columnar data systems, the proprietary in-memory formats they u [...]
-
-<h3 id="4-the-arrow-format-enables-streaming">4. The Arrow format enables streaming.</h3>
-
-<p>A streamable data format is one that can be processed sequentially, one chunk at a time, without waiting for the full dataset. When data is being transmitted in a streamable format, the receiving system can begin processing it as soon as the first chunk arrives. This can speed up data transfer in several ways: transfer time can overlap with processing time; the receiving system can use memory more efficiently; and multiple streams can be transferred in parallel, speeding up transmissi [...]
-
-<p>CSV is an example of a streamable data format, because the column names (if included) are in a header at the top of the file, and the lines in the file can be processed sequentially. Parquet and ORC are examples of data formats that do not enable streaming, because the schema and other metadata, which are required to process the data, are held in a footer at the bottom of the file, making it necessary to download the entire file (or seek to the end of the file and download the footer  [...]
-
-<p>Arrow is a streamable data format. A dataset can be represented in Arrow as a sequence of record batches that all have the same schema. Arrow defines a <a href="https://arrow.apache.org/docs/format/Columnar.html#ipc-streaming-format" target="_blank">streaming format</a> consisting of the schema followed by one or more record batches. A system receiving an Arrow stream can process the record batches sequentially as they arrive.</p>
-
-<figure style="text-align: center;">
-  <img src="/img/arrow-result-transfer/part-1-figure-2-arrow-stream.png" width="100%" class="img-responsive" alt="Figure 2: An illustration of an Arrow stream transmitting data from a table with three columns. The first record batch contains the values for the first three rows, the second record batch contains the values for the next three rows, and so on. Actual Arrow record batches might contain thousands to millions of rows." />
-  <figcaption>Figure 2: An illustration of an Arrow stream transmitting data from a table with three columns. The first record batch contains the values for the first three rows, the second record batch contains the values for the next three rows, and so on. Actual Arrow record batches might contain thousands to millions of rows.</figcaption>
-</figure>
-
-<h3 id="5-the-arrow-format-is-universal">5. The Arrow format is universal.</h3>
-
-<p>Arrow has emerged as a de facto standard format for working with tabular data in memory. The Arrow format is a language-independent open standard. Libraries are available for working with Arrow data in languages including C, C++, C#, Go, Java, JavaScript, Julia, MATLAB, Python, R, Ruby, Rust, and Swift. Applications developed in virtually any mainstream language can add support for sending or receiving data in Arrow format. Data does not need to pass through a specific language runtim [...]
-
-<p>Arrow’s universality allows it to address a fundamental problem in speeding up real-world data systems: Performance improvements are inherently constrained by a system’s bottlenecks. This problem is known as <a href="https://www.geeksforgeeks.org/computer-organization-amdahls-law-and-its-proof/" target="_blank">Amdahl’s law</a>. In real-world data pipelines, query results often flow through multiple stages, incurring ser/de overheads at each stage. If, for example, your data pipeline  [...]
-
-<p>Arrow’s ability to operate efficiently in virtually any technology stack helps to solve this problem. Does your data flow from a Scala-based distributed backend with NVIDIA GPU-accelerated workers to a Jetty-based HTTP server then to a Rails-powered feature engineering app which users interact with through a Node.js-based machine learning framework with a Pyodide-based browser front end? No problem; Arrow libraries are available to eliminate ser/de overheads between all of those compo [...]
-
-<h3 id="conclusion">Conclusion</h3>
-
-<p>As more commercial and open source tools have added support for Arrow, fast query result transfer with low or no ser/de overheads has become increasingly common. Today, commercial data platforms and query engines including Databricks, Dremio, Google BigQuery, InfluxDB, Snowflake, and Voltron Data Theseus and open source databases and query engines including Apache DataFusion, Apache Doris, Apache Spark, ClickHouse, and DuckDB can all transfer query results in Arrow format. The speedup [...]
-
-<ul>
-  <li>Apache Doris: <a href="https://doris.apache.org/blog/arrow-flight-sql-in-apache-doris-for-10x-faster-data-transfer" target="_blank">faster “by a factor ranging from 20 to several hundreds”</a></li>
-  <li>Google BigQuery: <a href="https://medium.com/google-cloud/announcing-google-cloud-bigquery-version-1-17-0-1fc428512171" target="_blank">up to “31x faster”</a></li>
-  <li>Dremio: <a href="https://www.dremio.com/press-releases/dremio-announces-support-for-apache-arrow-flight-high-performance-data-transfer/" target="_blank">“more than 10 times faster”</a></li>
-  <li>DuckDB: <a href="https://duckdb.org/2023/08/04/adbc.html#benchmark-adbc-vs-odbc" target="_blank">“38x” faster</a></li>
-  <li>Snowflake: <a href="https://www.snowflake.com/en/blog/fetching-query-results-from-snowflake-just-got-a-lot-faster-with-apache-arrow/" target="_blank">“up to a 10x” faster</a></li>
-</ul>
-
-<p>On the receiving side, data practitioners can maximize speedups by using Arrow-based tools and Arrow libraries, interfaces, and protocols. In 2025, as more projects and vendors implement support for the <a href="https://arrow.apache.org/adbc/" target="_blank">ADBC</a> standard, we expect to see accelerating growth in the number of tools that can receive query results in Arrow format.</p>
-
-<p>Stay tuned for upcoming posts in this series, which will compare the Arrow format to other data formats and describe the protocols and APIs that clients can use to fetch results in Arrow format.</p>
-
-<hr />
-
-<div class="footnotes" role="doc-endnotes">
-  <ol>
-    <li id="fn:1">
-      <p>The transfer format may also be called the wire format or serialization format. <a href="#fnref:1" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
-    </li>
-    <li id="fn:2">
-      <p>From the 1990s to today, increases in network performance outpaced increases in CPU performance. For example, in the late 1990s, a mainstream desktop CPU could perform roughly 1 GFLOPS and a typical WAN connection speed was 56 Kb/s. Today, a mainstream desktop CPU can perform roughly 100 GFLOPS and WAN connection speeds of around 1 Gb/s are common. So while CPU performance increased by about 100x, network speed increased by about 10,000x. <a href="#fnref:2" class="reversefootnot [...]
-    </li>
-    <li id="fn:3">
-      <p>This does not imply that Arrow is faster than Parquet or ORC in other applications such as archival storage. An upcoming post in this series will compare the Arrow format to these and other formats in more technical detail and describe how they often complement each other. <a href="#fnref:3" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
-    </li>
-    <li id="fn:4">
-      <p>This does not imply that CSV will transfer results faster than Parquet or ORC. When comparing the transfer performance of CSV to Parquet or ORC, the other attributes described here will typically outweigh this one. <a href="#fnref:4" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
-    </li>
-  </ol>
-</div>]]></content><author><name>Ian Cook, David Li, Matt Topol</name></author><category term="application" /><summary type="html"><![CDATA[Arrow speeds up query result transfer by slashing (de)serialization overheads. We outline five key attributes of the Arrow format that enable this.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://arrow.apache.org/img/arrow-result-transfer/part-1-share-image.png" /><media:content medium="image" url="https://arrow. [...]
\ No newline at end of file
+</div>]]></content><author><name>Ian Cook, David Li, Matt Topol, Sutou Kouhei [訳]</name></author><category term="application" /><summary type="html"><![CDATA[Arrowはシリアライズ・デシリアライズのオーバーヘッドを削減することでクエリー結果の転送を高速にします。これに関するArrowフォーマットの5つの特徴を説明します。]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://arrow.apache.org/img/arrow-result-transfer/part-1-share-image.png" /><media:content medium="image" url="https://arrow.apache.org/img/arrow-result-transfer/part-1-sh [...]
\ No newline at end of file
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diff --git a/release/0.11.1.html b/release/0.11.1.html
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index aded276ec2f..05368656a20 100644
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index b1b3a7a365a..a4233dc0496 100644
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index 8b2c7efea51..b3bf3f523e7 100644
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diff --git a/release/0.14.1.html b/release/0.14.1.html
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diff --git a/release/0.2.0.html b/release/0.2.0.html
index 0bcb9c1d849..5a5540abc8e 100644
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diff --git a/release/0.3.0.html b/release/0.3.0.html
index df3928a95ff..02dd22efeb5 100644
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diff --git a/release/0.4.0.html b/release/0.4.0.html
index 4f3f7df9128..073171740d0 100644
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diff --git a/release/0.4.1.html b/release/0.4.1.html
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diff --git a/release/0.5.0.html b/release/0.5.0.html
index e6f716f589f..c498bd5f4bd 100644
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diff --git a/release/0.6.0.html b/release/0.6.0.html
index 70e192bfb37..75bb83bc054 100644
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diff --git a/release/0.7.0.html b/release/0.7.0.html
index 8bdd2efab0d..3d97cc416bf 100644
--- a/release/0.7.0.html
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diff --git a/release/0.7.1.html b/release/0.7.1.html
index da8a2f9fb0c..c88240290cb 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" />
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diff --git a/release/0.8.0.html b/release/0.8.0.html
index 40140ac3e47..8f131bf9f6b 100644
--- a/release/0.8.0.html
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@@ -20,13 +20,13 @@
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+<meta property="article:published_time" content="2025-03-16T17:58:22-04:00" />
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diff --git a/release/0.9.0.html b/release/0.9.0.html
index 573cd181742..aac8af09b17 100644
--- a/release/0.9.0.html
+++ b/release/0.9.0.html
@@ -20,13 +20,13 @@
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 <meta property="og:image" content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png" />
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+<meta property="article:published_time" content="2025-03-16T17:58:22-04:00" />
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diff --git a/release/1.0.0.html b/release/1.0.0.html
index ffa527fd594..cef7beca3ff 100644
--- a/release/1.0.0.html
+++ b/release/1.0.0.html
@@ -20,13 +20,13 @@
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-<meta property="article:published_time" content="2025-03-10T11:46:54-04:00" />
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diff --git a/release/8.0.0.html b/release/8.0.0.html
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diff --git a/release/9.0.0.html b/release/9.0.0.html
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