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<section id="contributing-overview">
<span id="contrib-overview"></span><h1>Contributing Overview<a class="headerlink" href="#contributing-overview" title="Permalink to this heading"></a></h1>
<section id="local-git-conventions">
<span id="git-conventions"></span><h2>Local git conventions<a class="headerlink" href="#local-git-conventions" title="Permalink to this heading"></a></h2>
<p>If you are tracking the Arrow source repository locally, here is a
checklist for using <code class="docutils literal notranslate"><span class="pre">git</span></code>:</p>
<ul>
<li><p>Work off of your <strong>personal fork</strong> of <code class="docutils literal notranslate"><span class="pre">apache/arrow</span></code> and submit pull requests
“upstream”.</p></li>
<li><p>Keep your fork’s <strong>main branch synced</strong> with <code class="docutils literal notranslate"><span class="pre">upstream/main</span></code>.</p></li>
<li><p><strong>Develop on branches</strong>, rather than your own “main” branch.</p></li>
<li><p>It does not matter what you call your branch. Some people like to use the GitHub
issue number as branch name, others use descriptive names.</p></li>
<li><p><strong>Sync your branch</strong> with <code class="docutils literal notranslate"><span class="pre">upstream/main</span></code> <strong>regularly</strong>, as many commits are
merged to main every day.</p></li>
<li><p>It is recommended to use <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">rebase</span></code> rather than <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">merge</span></code>.</p></li>
<li><p>In case there are conflicts, and your local commit history has multiple commits,
you may simplify the conflict resolution process by <strong>squashing your local commits
into a single commit</strong>. Preserving the commit history isn’t as important because
when your feature branch is merged upstream, a squash happens automatically.</p>
<details class="sd-sphinx-override sd-dropdown sd-card sd-mb-3 sd-shadow-md sd-fade-in-slide-down">
<summary class="sd-summary-title sd-card-header">
How to squash local commits?<div class="sd-summary-down docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-down" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M5.22 8.72a.75.75 0 000 1.06l6.25 6.25a.75.75 0 001.06 0l6.25-6.25a.75.75 0 00-1.06-1.06L12 14.44 6.28 8.72a.75.75 0 00-1.06 0z"></path></svg></div>
<div class="sd-summary-up docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-up" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M18.78 15.28a.75.75 0 000-1.06l-6.25-6.25a.75.75 0 00-1.06 0l-6.25 6.25a.75.75 0 101.06 1.06L12 9.56l5.72 5.72a.75.75 0 001.06 0z"></path></svg></div>
</summary><div class="sd-summary-content sd-card-body docutils">
<p class="sd-card-text">Abort the rebase with:</p>
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>git<span class="w"> </span>rebase<span class="w"> </span>--abort
</pre></div>
</div>
<p class="sd-card-text">Following which, the local commits can be squashed interactively by running:</p>
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>git<span class="w"> </span>rebase<span class="w"> </span>--interactive<span class="w"> </span>ORIG_HEAD~n
</pre></div>
</div>
<p class="sd-card-text">Where <code class="docutils literal notranslate"><span class="pre">n</span></code> is the number of commits you have in your local branch. After the squash,
you can try the merge again, and this time conflict resolution should be relatively
straightforward.</p>
<p class="sd-card-text">Once you have an updated local copy, you can push to your remote repo. Note, since your
remote repo still holds the old history, you would need to do a force push. Most pushes
should use <code class="docutils literal notranslate"><span class="pre">--force-with-lease</span></code>:</p>
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>git<span class="w"> </span>push<span class="w"> </span>--force-with-lease<span class="w"> </span>origin<span class="w"> </span>branch
</pre></div>
</div>
<p class="sd-card-text">The option <code class="docutils literal notranslate"><span class="pre">--force-with-lease</span></code> will fail if the remote has commits that are not available
locally, for example if additional commits have been made by a colleague. By using
<code class="docutils literal notranslate"><span class="pre">--force-with-lease</span></code> instead of <code class="docutils literal notranslate"><span class="pre">--force</span></code>, you ensure those commits are not overwritten
and can fetch those changes if desired.</p>
</div>
</details><details class="sd-sphinx-override sd-dropdown sd-card sd-mb-3 sd-shadow-md sd-fade-in-slide-down">
<summary class="sd-summary-title sd-card-header">
Setting rebase to be default<div class="sd-summary-down docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-down" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M5.22 8.72a.75.75 0 000 1.06l6.25 6.25a.75.75 0 001.06 0l6.25-6.25a.75.75 0 00-1.06-1.06L12 14.44 6.28 8.72a.75.75 0 00-1.06 0z"></path></svg></div>
<div class="sd-summary-up docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-up" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M18.78 15.28a.75.75 0 000-1.06l-6.25-6.25a.75.75 0 00-1.06 0l-6.25 6.25a.75.75 0 101.06 1.06L12 9.56l5.72 5.72a.75.75 0 001.06 0z"></path></svg></div>
</summary><div class="sd-summary-content sd-card-body docutils">
<p class="sd-card-text">If you set the following in your repo’s <code class="docutils literal notranslate"><span class="pre">.git/config</span></code>, the <code class="docutils literal notranslate"><span class="pre">--rebase</span></code> option can be
omitted from the <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">pull</span></code> command, as it is implied by default.</p>
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="go">[pull]</span>
<span class="go"> rebase = true</span>
</pre></div>
</div>
</div>
</details></li>
</ul>
</section>
<section id="pull-request-and-review">
<span id="id1"></span><h2>Pull request and review<a class="headerlink" href="#pull-request-and-review" title="Permalink to this heading"></a></h2>
<p>When contributing a patch, use this list as a checklist of Apache Arrow workflow:</p>
<ul class="simple">
<li><p>Submit the patch as a <strong>GitHub pull request</strong> against the <strong>main branch</strong>.</p></li>
<li><p>So that your pull request syncs with the GitHub issue, <strong>prefix your pull request
title with the GitHub issue id</strong> (ex:
<a class="reference external" href="https://github.com/apache/arrow/pull/14867">GH-14866: [C++] Remove internal GroupBy implementation</a>).
Similarly <strong>prefix your pull request name with the JIRA issue id</strong> (ex:
<a class="reference external" href="https://github.com/apache/arrow/pull/4225">ARROW-767: [C++] Filesystem abstraction</a>)
in case the issue is still located in Jira.</p></li>
<li><p>Give the pull request a <strong>clear, brief description</strong>: when the pull request is
merged, this will be retained in the extended commit message.</p></li>
<li><p>Make sure that your code <strong>passes the unit tests</strong>. You can find instructions how
to run the unit tests for each Arrow component in its respective README file.</p></li>
</ul>
<p>Core developers and others with a stake in the part of the project your change
affects will review, request changes, and hopefully indicate their approval
in the end. To make the review process smooth for everyone, try to</p>
<ul>
<li><p><strong>Break your work into small, single-purpose patches if possible.</strong></p>
<p>It’s much harder to merge in a large change with a lot of disjoint features,
and particularly if you’re new to the project, smaller changes are much easier
for maintainers to accept.</p>
</li>
<li><p><strong>Add new unit tests for your code.</strong></p></li>
<li><p><strong>Follow the style guides</strong> for the part(s) of the project you’re modifying.</p>
<p>Some languages (C++ and Python, for example) run a lint check in
continuous integration. For all languages, see their respective developer
documentation and READMEs for style guidance.</p>
</li>
<li><p>Try to make it look as if the codebase has a single author,
and emulate any conventions you see, whether or not they are officially
documented or checked.</p></li>
</ul>
<p>When tests are passing and the pull request has been approved by the interested
parties, a <a class="reference external" href="https://arrow.apache.org/committers/">committer</a>
will merge the pull request. This is done with a
<strong>command-line utility that does a squash merge</strong>.</p>
<details class="sd-sphinx-override sd-dropdown sd-card sd-mb-3 sd-shadow-md sd-fade-in-slide-down">
<summary class="sd-summary-title sd-card-header">
Details on squash merge<div class="sd-summary-down docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-down" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M5.22 8.72a.75.75 0 000 1.06l6.25 6.25a.75.75 0 001.06 0l6.25-6.25a.75.75 0 00-1.06-1.06L12 14.44 6.28 8.72a.75.75 0 00-1.06 0z"></path></svg></div>
<div class="sd-summary-up docutils">
<svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-up" viewBox="0 0 24 24" aria-hidden="true"><path fill-rule="evenodd" d="M18.78 15.28a.75.75 0 000-1.06l-6.25-6.25a.75.75 0 00-1.06 0l-6.25 6.25a.75.75 0 101.06 1.06L12 9.56l5.72 5.72a.75.75 0 001.06 0z"></path></svg></div>
</summary><div class="sd-summary-content sd-card-body docutils">
<p class="sd-card-text">A pull request is merged with a squash merge so that all of your commits will be
registered as a single commit to the main branch; this simplifies the
connection between GitHub issues and commits, makes it easier to bisect
history to identify where changes were introduced, and helps us be able to
cherry-pick individual patches onto a maintenance branch.</p>
<p class="sd-card-text">Your pull request will appear in the GitHub interface to have been “merged”.
In the commit message of that commit, the merge tool adds the pull request
description, a link back to the pull request, and attribution to the contributor
and any co-authors.</p>
</div>
</details></section>
<section id="experimental-repositories">
<h2>Experimental repositories<a class="headerlink" href="#experimental-repositories" title="Permalink to this heading"></a></h2>
<p>Apache Arrow has an explicit policy over developing experimental repositories
in the context of
<a class="reference external" href="https://grep.codeconsult.ch/2020/04/07/rules-for-revolutionaries-2000-edition/">rules for revolutionaries</a>.</p>
<p>The main motivation for this policy is to offer a lightweight mechanism to
conduct experimental work, with the necessary creative freedom, within the ASF
and the Apache Arrow governance model. This policy allows committers to work on
new repositories, as they offer many important tools to manage it (e.g. github
issues, “watch”, “github stars” to measure overall interest).</p>
<section id="process">
<h3>Process<a class="headerlink" href="#process" title="Permalink to this heading"></a></h3>
<ul class="simple">
<li><p>A committer <em>may</em> initiate experimental work by creating a separate git
repository within the Apache Arrow (e.g. via <a class="reference external" href="https://selfserve.apache.org/">selfserve</a>)
and announcing it on the mailing list, together with its goals, and a link to the
newly created repository.</p></li>
<li><p>The committer <em>must</em> initiate an email thread with the sole purpose of
presenting updates to the community about the status of the repo.</p></li>
<li><p>There <em>must not</em> be official releases from the repository.</p></li>
<li><p>Any decision to make the experimental repo official in any way, whether by merging or migrating, <em>must</em> be discussed and voted on in the mailing list.</p></li>
<li><p>The committer is responsible for managing issues, documentation, CI of the repository,
including licensing checks.</p></li>
<li><p>The committer decides when the repository is archived.</p></li>
</ul>
</section>
<section id="repository-management">
<h3>Repository management<a class="headerlink" href="#repository-management" title="Permalink to this heading"></a></h3>
<ul class="simple">
<li><p>The repository <em>must</em> be under <code class="docutils literal notranslate"><span class="pre">apache/</span></code></p></li>
<li><p>The repository’s name <em>must</em> be prefixed by <code class="docutils literal notranslate"><span class="pre">arrow-experimental-</span></code></p></li>
<li><p>The committer has full permissions over the repository (within possible in ASF)</p></li>
<li><p>Push / merge permissions <em>must only</em> be granted to Apache Arrow committers</p></li>
</ul>
</section>
<section id="development-process">
<h3>Development process<a class="headerlink" href="#development-process" title="Permalink to this heading"></a></h3>
<ul class="simple">
<li><p>The repository must follow the ASF requirements about 3rd party code.</p></li>
<li><p>The committer decides how to manage issues, PRs, etc.</p></li>
</ul>
</section>
<section id="divergences">
<h3>Divergences<a class="headerlink" href="#divergences" title="Permalink to this heading"></a></h3>
<ul class="simple">
<li><p>If any of the “must” above fails to materialize and no correction measure
is taken by the committer upon request, the PMC <em>should</em> take ownership
and decide what to do.</p></li>
</ul>
</section>
</section>
<section id="guidance-for-specific-features">
<span id="specific-features"></span><h2>Guidance for specific features<a class="headerlink" href="#guidance-for-specific-features" title="Permalink to this heading"></a></h2>
<p>From time to time the community has discussions on specific types of features
and improvements that they expect to support. This section outlines decisions
that have been made in this regard.</p>
<section id="endianness">
<h3>Endianness<a class="headerlink" href="#endianness" title="Permalink to this heading"></a></h3>
<p>The Arrow format allows setting endianness. Due to the popularity of
little endian architectures most of implementation assume little endian by
default. There has been some effort to support big endian platforms as well.
Based on a <a class="reference external" href="https://mail-archives.apache.org/mod_mbox/arrow-dev/202009.mbox/%3cCAK7Z5T--HHhr9Dy43PYhD6m-XoU4qoGwQVLwZsG-kOxXjPTyZA&#64;mail.gmail.com%3e">mailing-list discussion</a>,
the requirements for a new platform are:</p>
<ol class="arabic simple">
<li><p>A robust (non-flaky, returning results in a reasonable time) Continuous
Integration setup.</p></li>
<li><p>Benchmarks for performance critical parts of the code to demonstrate
no regression.</p></li>
</ol>
<p>Furthermore, for big-endian support, there are two levels that an
implementation can support:</p>
<ol class="arabic simple">
<li><p>Native endianness (all Arrow communication happens with processes of the
same endianness). This includes ancillary functionality such as reading
and writing various file formats, such as Parquet.</p></li>
<li><p>Cross endian support (implementations will do byte reordering when
appropriate for <a class="reference internal" href="../format/Columnar.html#format-ipc"><span class="std std-ref">IPC</span></a> and <a class="reference internal" href="../format/Flight.html#flight-rpc"><span class="std std-ref">Flight</span></a>
messages).</p></li>
</ol>
<p>The decision on what level to support is based on maintainers’ preferences for
complexity and technical risk. In general all implementations should be open
to native endianness support (provided the CI and performance requirements
are met). Cross endianness support is a question for individual maintainers.</p>
<p>The current implementations aiming for cross endian support are:</p>
<ol class="arabic simple">
<li><p>C++</p></li>
</ol>
<p>Implementations that do not intend to implement cross endian support:</p>
<ol class="arabic simple">
<li><p>Java</p></li>
</ol>
<p>For other libraries, a discussion to gather consensus on the mailing-list
should be had before submitting PRs.</p>
</section>
</section>
</section>
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