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<blockquote>
<div></div></blockquote>
<div class="section" id="community-providers">
<h1>Community Providers<a class="headerlink" href="#community-providers" title="Permalink to this headline"></a></h1>
<div class="contents local topic" id="contents">
<ul class="simple">
<li><p><a class="reference internal" href="#how-to-creating-a-new-community-provider" id="id1">How-to creating a new community provider</a></p>
<ul>
<li><p><a class="reference internal" href="#initial-code-and-unit-tests" id="id2">Initial Code and Unit Tests</a></p></li>
<li><p><a class="reference internal" href="#update-airflow-validation-tests" id="id3">Update Airflow validation tests</a></p></li>
<li><p><a class="reference internal" href="#integration-tests" id="id4">Integration tests</a></p></li>
<li><p><a class="reference internal" href="#documentation" id="id5">Documentation</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#how-to-update-a-community-provider" id="id6">How-to Update a community provider</a></p></li>
</ul>
</div>
<div class="section" id="how-to-creating-a-new-community-provider">
<h2><a class="toc-backref" href="#id1">How-to creating a new community provider</a><a class="headerlink" href="#how-to-creating-a-new-community-provider" title="Permalink to this headline"></a></h2>
<p>This document gathers the necessary steps to create a new community provider and also guidelines for updating
the existing ones. You should be aware that providers may have distinctions that may not be covered in
this guide. The sequence described was designed to meet the most linear flow possible in order to develop a
new provider.</p>
<p>Another recommendation that will help you is to look for a provider that works similar to yours. That way it will
help you to set up tests and other dependencies.</p>
<p>First, you need to set up your local development environment. See <a class="reference external" href="https://github.com/apache/airflow/blob/master/CONTRIBUTING.rst">Contribution Quick Start</a>
if you did not set up your local environment yet. We recommend using <code class="docutils literal notranslate"><span class="pre">breeze</span></code> to develop locally. This way you
easily be able to have an environment more similar to the one executed by Github CI workflow.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./breeze
</pre></div>
</div>
</div></blockquote>
<p>Using the code above you will set up Docker containers. These containers your local code to internal volumes.
In this way, the changes made in your IDE are already applied to the code inside the container and tests can
be carried out quickly.</p>
<p>In this how-to guide our example provider name will be <code class="docutils literal notranslate"><span class="pre">&lt;NEW_PROVIDER&gt;</span></code>.
When you see this placeholder you must change for your provider name.</p>
<div class="section" id="initial-code-and-unit-tests">
<h3><a class="toc-backref" href="#id2">Initial Code and Unit Tests</a><a class="headerlink" href="#initial-code-and-unit-tests" title="Permalink to this headline"></a></h3>
<p>Most likely you have developed a version of the provider using some local customization and now you need to
transfer this code to the Airflow project. Below is described all the initial code structure that
the provider may need. Understand that not all providers will need all the components described in this structure.
If you still have doubts about building your provider, we recommend that you read the initial provider guide and
open a issue on Github so the community can help you.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>airflow/
├── providers/&lt;NEW_PROVIDER&gt;/
│ ├── __init__.py
│ ├── example_dags/
│ │ ├── __init__.py
│ │ └── example_&lt;NEW_PROVIDER&gt;.py
│ ├── hooks/
│ │ ├── __init__.py
│ │ └── &lt;NEW_PROVIDER&gt;.py
│ ├── operators/
│ │ ├── __init__.py
│ │ └── &lt;NEW_PROVIDER&gt;.py
│ ├── sensors/
│ │ ├── __init__.py
│ │ └── &lt;NEW_PROVIDER&gt;.py
│ └── transfers/
│ ├── __init__.py
│ └── &lt;NEW_PROVIDER&gt;.py
└── tests/providers/&lt;NEW_PROVIDER&gt;/
├── __init__.py
├── hooks/
│ ├── __init__.py
│ └── test_&lt;NEW_PROVIDER&gt;.py
├── operators/
│ ├── __init__.py
│ ├── test_&lt;NEW_PROVIDER&gt;.py
│ └── test_&lt;NEW_PROVIDER&gt;_system.py
├── sensors/
│ ├── __init__.py
│ └── test_&lt;NEW_PROVIDER&gt;.py
└── transfers/
├── __init__.py
└── test_&lt;NEW_PROVIDER&gt;.py
</pre></div>
</div>
</div></blockquote>
<p>Considering that you have already transferred your provider's code to the above structure, it will now be necessary
to create unit tests for each component you created. The example below I have already set up an environment using
breeze and I'll run unit tests for my Hook.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>root@fafd8d630e46:/opt/airflow# python -m pytest tests/providers/&lt;NEW_PROVIDER&gt;/hook/&lt;NEW_PROVIDER&gt;.py
</pre></div>
</div>
</div></blockquote>
</div>
<div class="section" id="update-airflow-validation-tests">
<h3><a class="toc-backref" href="#id3">Update Airflow validation tests</a><a class="headerlink" href="#update-airflow-validation-tests" title="Permalink to this headline"></a></h3>
<p>There are some tests that Airflow performs to ensure consistency that is related to the providers.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>airflow/scripts/in_container/
└── run_install_and_test_provider_packages.sh
tests/core/
└── test_providers_manager.py
</pre></div>
</div>
</div></blockquote>
<p>Change expected number of providers, hooks and connections if needed in <code class="docutils literal notranslate"><span class="pre">run_install_and_test_provider_packages.sh</span></code> file.</p>
<p>Add your provider information in the following variables in <code class="docutils literal notranslate"><span class="pre">test_providers_manager.py</span></code>:</p>
<ul class="simple">
<li><p>add your provider to <code class="docutils literal notranslate"><span class="pre">ALL_PROVIDERS</span></code> list;</p></li>
<li><p>add your provider into <code class="docutils literal notranslate"><span class="pre">CONNECTIONS_LIST</span></code> if your provider create a new connection type.</p></li>
</ul>
</div>
<div class="section" id="integration-tests">
<h3><a class="toc-backref" href="#id4">Integration tests</a><a class="headerlink" href="#integration-tests" title="Permalink to this headline"></a></h3>
<p>See <a class="reference external" href="https://github.com/apache/airflow/blob/master/TESTING.rst#airflow-integration-tests">Airflow Integration Tests</a></p>
</div>
<div class="section" id="documentation">
<h3><a class="toc-backref" href="#id5">Documentation</a><a class="headerlink" href="#documentation" title="Permalink to this headline"></a></h3>
<p>An important part of building a new provider is the documentation.
Some steps for documentation occurs automatically by <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code> see <a class="reference external" href="https://github.com/apache/airflow/blob/master/CONTRIBUTORS_QUICK_START.rst#pre-commit">Installing pre-commit guide</a></p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>airflow/
├── INSTALL
├── CONTRIBUTING.rst
├── setup.py
├── docs/
│ ├── spelling_wordlist.txt
│ ├── apache-airflow/
│ │ └── extra-packages-ref.rst
│ ├── integration-logos/&lt;NEW_PROVIDER&gt;/
│ │ └── &lt;NEW_PROVIDER&gt;.png
│ └── apache-airflow-providers-&lt;NEW_PROVIDER&gt;/
│ ├── index.rst
│ ├── commits.rst
│ ├── connections.rst
│ └── operators/
│ └── &lt;NEW_PROVIDER&gt;.rst
└── providers/
├── dependencies.json
└── &lt;NEW_PROVIDER&gt;/
├── provider.yaml
└── CHANGELOG.rst
</pre></div>
</div>
</div></blockquote>
<p>Files automatically updated by pre-commit:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">airflow/providers/dependencies.json</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">INSTALL</span></code></p></li>
</ul>
<p>Files automatically created when the provider is released:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">docs/apache-airflow-providers-&lt;NEW_PROVIDER&gt;/commits.rst</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">/airflow/providers/&lt;NEW_PROVIDER&gt;/CHANGELOG</span></code></p></li>
</ul>
<p>There is a chance that your provider's name is not a common English word.
In this case is necessary to add it to the file <code class="docutils literal notranslate"><span class="pre">docs/spelling_wordlist.txt</span></code>. This file begin with capitalized words and
lowercase in the second block.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>Namespace
Neo4j
Nextdoor
&lt;NEW_PROVIDER&gt; <span class="o">(</span>new line<span class="o">)</span>
Nones
NotFound
Nullable
...
neo4j
neq
networkUri
&lt;NEW_PROVIDER&gt; <span class="o">(</span>new line<span class="o">)</span>
nginx
nobr
nodash
</pre></div>
</div>
</div></blockquote>
<p>Add your provider dependencies into <strong>PROVIDER_REQUIREMENTS</strong> variable in <code class="docutils literal notranslate"><span class="pre">setup.py</span></code>. If your provider doesn't have
any dependency add a empty list.</p>
<blockquote>
<div><div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">PROVIDERS_REQUIREMENTS</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">{</span>
<span class="o">...</span>
<span class="s1">&#39;microsoft.winrm&#39;</span><span class="p">:</span> <span class="n">winrm</span><span class="p">,</span>
<span class="s1">&#39;mongo&#39;</span><span class="p">:</span> <span class="n">mongo</span><span class="p">,</span>
<span class="s1">&#39;mysql&#39;</span><span class="p">:</span> <span class="n">mysql</span><span class="p">,</span>
<span class="s1">&#39;neo4j&#39;</span><span class="p">:</span> <span class="n">neo4j</span><span class="p">,</span>
<span class="s1">&#39;&lt;NEW_PROVIDER&gt;&#39;</span><span class="p">:</span> <span class="p">[],</span>
<span class="s1">&#39;odbc&#39;</span><span class="p">:</span> <span class="n">odbc</span><span class="p">,</span>
<span class="o">...</span>
<span class="p">}</span>
</pre></div>
</div>
</div></blockquote>
<p>In the <code class="docutils literal notranslate"><span class="pre">CONTRIBUTING.rst</span></code> adds:</p>
<ul class="simple">
<li><p>your provider name in the list in the <strong>Extras</strong> section</p></li>
<li><p>your provider dependencies in the <strong>Provider Packages</strong> section table, only if your provider has external dependencies.</p></li>
</ul>
<p>In the <code class="docutils literal notranslate"><span class="pre">docs/apache-airflow-providers-&lt;NEW_PROVIDER&gt;/connections.rst</span></code>:</p>
<ul class="simple">
<li><p>add information how to configure connection for your provider.</p></li>
</ul>
<p>In the <code class="docutils literal notranslate"><span class="pre">docs/apache-airflow-providers-&lt;NEW_PROVIDER&gt;/operators/&lt;NEW_PROVIDER&gt;.rst</span></code>:</p>
<ul>
<li><p>add information how to use the Operator. It's important to add examples and additional information if your Operator has extra-parameters.</p>
<div class="highlight-RST notranslate"><div class="highlight"><pre><span></span><span class="p">..</span> <span class="nt">_howto/operator:</span>NewProviderOperator:
<span class="gh">NewProviderOperator</span>
<span class="gh">===================</span>
Use the <span class="na">:class:</span><span class="nv">`~airflow.providers.&lt;NEW_PROVIDER&gt;.operators.NewProviderOperator`</span> to do something
amazing with Airflow!
<span class="gh">Using the Operator</span>
<span class="gh">^^^^^^^^^^^^^^^^^^</span>
The NewProviderOperator requires a <span class="s">``connection_id``</span> and this other awesome parameter.
You can see an example below:
<span class="p">..</span> <span class="ow">exampleinclude</span><span class="p">::</span> /../../airflow/providers/&lt;NEW_PROVIDER&gt;/example_dags/example_&lt;NEW_PROVIDER&gt;.py
<span class="nc">:language:</span> python
<span class="nc">:start-after:</span> [START howto_operator_&lt;NEW_PROVIDER&gt;]
<span class="nc">:end-before:</span> [END howto_operator_&lt;NEW_PROVIDER&gt;]
</pre></div>
</div>
</li>
</ul>
<p>In the <code class="docutils literal notranslate"><span class="pre">docs/apache-airflow-providers-new_provider/index.rst</span></code>:</p>
<ul class="simple">
<li><p>add all information of the purpose of your provider. It is recommended to check with another provider to help you complete this document as best as possible.</p></li>
</ul>
<p>In the <code class="docutils literal notranslate"><span class="pre">airflow/providers/&lt;NEW_PROVIDER&gt;/provider.yaml</span></code> add information of your provider:</p>
<blockquote>
<div><div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">package-name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">apache-airflow-providers-&lt;NEW_PROVIDER&gt;</span>
<span class="nt">name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">&lt;NEW_PROVIDER&gt;</span>
<span class="nt">description</span><span class="p">:</span> <span class="p p-Indicator">|</span>
<span class="no">`&lt;NEW_PROVIDER&gt; &lt;https://example.io/&gt;`__</span>
<span class="nt">versions</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">1.0.0</span>
<span class="nt">integrations</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="nt">integration-name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">&lt;NEW_PROVIDER&gt;</span>
<span class="nt">external-doc-url</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">https://www.example.io/</span>
<span class="nt">logo</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">/integration-logos/&lt;NEW_PROVIDER&gt;/&lt;NEW_PROVIDER&gt;.png</span>
<span class="nt">how-to-guide</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">/docs/apache-airflow-providers-&lt;NEW_PROVIDER&gt;/operators/&lt;NEW_PROVIDER&gt;.rst</span>
<span class="nt">tags</span><span class="p">:</span> <span class="p p-Indicator">[</span><span class="nv">service</span><span class="p p-Indicator">]</span>
<span class="nt">operators</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="nt">integration-name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">&lt;NEW_PROVIDER&gt;</span>
<span class="nt">python-modules</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">airflow.providers.&lt;NEW_PROVIDER&gt;.operators.&lt;NEW_PROVIDER&gt;</span>
<span class="nt">hooks</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="nt">integration-name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">&lt;NEW_PROVIDER&gt;</span>
<span class="nt">python-modules</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">airflow.providers.&lt;NEW_PROVIDER&gt;.hooks.&lt;NEW_PROVIDER&gt;</span>
<span class="nt">sensors</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="nt">integration-name</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">&lt;NEW_PROVIDER&gt;</span>
<span class="nt">python-modules</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">airflow.providers.&lt;NEW_PROVIDER&gt;.sensors.&lt;NEW_PROVIDER&gt;</span>
<span class="nt">hook-class-names</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="l l-Scalar l-Scalar-Plain">airflow.providers.&lt;NEW_PROVIDER&gt;.hooks.&lt;NEW_PROVIDER&gt;.NewProviderHook</span>
</pre></div>
</div>
</div></blockquote>
<p>You only need to add <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> in case you have some hooks that have customized UI behavior.
For more information see <a class="reference external" href="http://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html#custom-connection-types">Custom connection types</a></p>
<p>After changing and creating these files you can build the documentation locally. The two commands below will
serve to accomplish this. The first will build your provider's documentation. The second will ensure that the
main Airflow documentation that involves some steps with the providers is also working.</p>
<blockquote>
<div><div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./breeze build-docs -- --package-filter apache-airflow-providers-&lt;NEW_PROVIDER&gt;
./breeze build-docs -- --package-filter apache-airflow
</pre></div>
</div>
</div></blockquote>
</div>
</div>
<div class="section" id="how-to-update-a-community-provider">
<h2><a class="toc-backref" href="#id6">How-to Update a community provider</a><a class="headerlink" href="#how-to-update-a-community-provider" title="Permalink to this headline"></a></h2>
<p>See <a class="reference external" href="https://github.com/apache/airflow/blob/master/dev/README_RELEASE_PROVIDER_PACKAGES.md#provider-packages-versioning">Provider packages versioning</a></p>
</div>
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