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| <div></div></blockquote> |
| <div class="section" id="provider-packages"> |
| <h1>Provider packages<a class="headerlink" href="#provider-packages" title="Permalink to this heading">¶</a></h1> |
| <p>Apache Airflow 2 is built in modular way. The “Core” of Apache Airflow provides core scheduler |
| functionality which allow you to write some basic tasks, but the capabilities of Apache Airflow can |
| be extended by installing additional packages, called <code class="docutils literal notranslate"><span class="pre">providers</span></code>.</p> |
| <p>Providers can contain operators, hooks, sensor, and transfer operators to communicate with a |
| multitude of external systems, but they can also extend Airflow core with new capabilities.</p> |
| <p>You can install those provider packages separately in order to interface with a given service. The providers |
| for <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span></code> are designed in the way that you can write your own providers easily. The |
| <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span> <span class="pre">Community</span></code> develops and maintain more than 80 provider packages, but you are free to |
| develop your own providers - the providers you build have exactly the same capability as the providers |
| written by the community, so you can release and share those providers with others.</p> |
| <p>If you want to learn how to build your own custom provider, you can find all the information about it at |
| <a class="reference internal" href="howto/create-custom-providers.html"><span class="doc">How to create your own provider</span></a>.</p> |
| <p>The full list of all the community managed providers is available at |
| <a class="reference external" href="https://airflow.apache.org/docs/#providers-packages-docs-apache-airflow-providers-index-html">Providers Index</a>.</p> |
| <p>You can also see index of all the community provider’s operators and hooks in |
| <a class="reference internal" href="operators-and-hooks-ref/index.html"><span class="doc">Operators and Hooks Reference</span></a></p> |
| </div> |
| <div class="section" id="extending-airflow-core-functionality"> |
| <h1>Extending Airflow core functionality<a class="headerlink" href="#extending-airflow-core-functionality" title="Permalink to this heading">¶</a></h1> |
| <p>Providers give you the capability of extending core Airflow with extra capabilities. The Core airflow |
| provides basic and solid functionality of scheduling, the providers extend its capabilities. Here we |
| describe all the custom capabilities.</p> |
| <p>Airflow automatically discovers which providers add those additional capabilities and, once you install |
| provider package and re-start Airflow, those become automatically available to Airflow Users.</p> |
| <p>The summary of all the core functionalities that can be extended are available in |
| <a class="reference internal" href="core-extensions/index.html"><span class="doc">Core Extensions</span></a>.</p> |
| <div class="section" id="configuration"> |
| <h2>Configuration<a class="headerlink" href="#configuration" title="Permalink to this heading">¶</a></h2> |
| <p>Providers can have their own configuration options which allow you to configure how they work:</p> |
| <p>You can see all community-managed providers with their own configuration in |
| <a class="reference internal" href="core-extensions/configurations.html"><span class="doc">Configurations</span></a></p> |
| </div> |
| <div class="section" id="auth-backends"> |
| <h2>Auth backends<a class="headerlink" href="#auth-backends" title="Permalink to this heading">¶</a></h2> |
| <p>The providers can add custom authentication backends, that allow you to configure the way how your |
| web server authenticates your users, integrating it with public or private authentication services.</p> |
| <p>You can see all the authentication backends available via community-managed providers in |
| <a class="reference internal" href="core-extensions/auth-backends.html"><span class="doc">Auth backends</span></a></p> |
| </div> |
| <div class="section" id="custom-connections"> |
| <h2>Custom connections<a class="headerlink" href="#custom-connections" title="Permalink to this heading">¶</a></h2> |
| <p>The providers can add custom connection types, extending connection form and handling custom form field |
| behaviour for the connections defined by the provider.</p> |
| <p>You can see all the custom connections available via community-managed providers in |
| <a class="reference internal" href="core-extensions/connections.html"><span class="doc">Connections</span></a>.</p> |
| </div> |
| <div class="section" id="extra-links"> |
| <h2>Extra links<a class="headerlink" href="#extra-links" title="Permalink to this heading">¶</a></h2> |
| <p>The providers can add extra custom links to operators delivered by the provider. Those will be visible in |
| task details view of the task.</p> |
| <p>You can see all the extra links available via community-managed providers in |
| <a class="reference internal" href="core-extensions/extra-links.html"><span class="doc">Extra Links</span></a>.</p> |
| </div> |
| <div class="section" id="logging"> |
| <h2>Logging<a class="headerlink" href="#logging" title="Permalink to this heading">¶</a></h2> |
| <p>The providers can add additional task logging capabilities. By default <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span></code> saves logs for |
| tasks locally and make them available to Airflow UI via internal http server. However, providers |
| can add extra logging capabilities, where Airflow Logs can be written to a remote service and |
| retrieved from those services.</p> |
| <p>You can see all task loggers available via community-managed providers in |
| <a class="reference internal" href="core-extensions/logging.html"><span class="doc">Writing logs</span></a>.</p> |
| </div> |
| <div class="section" id="secret-backends"> |
| <h2>Secret backends<a class="headerlink" href="#secret-backends" title="Permalink to this heading">¶</a></h2> |
| <p>Airflow has the capability of reading connections, variables and configuration from Secret Backends rather |
| than from its own Database.</p> |
| <p>You can see all the secret backends available via community-managed providers in |
| <a class="reference internal" href="core-extensions/secrets-backends.html"><span class="doc">Secret backends</span></a>.</p> |
| </div> |
| <div class="section" id="notifications"> |
| <h2>Notifications<a class="headerlink" href="#notifications" title="Permalink to this heading">¶</a></h2> |
| <p>The providers can add custom notifications, that allow you to configure the way how you would like to receive |
| notifications about the status of your tasks/DAGs.</p> |
| <p>You can see all the notifications available via community-managed providers in |
| <a class="reference internal" href="core-extensions/notifications.html"><span class="doc">Notifications</span></a>.</p> |
| </div> |
| </div> |
| <div class="section" id="installing-and-upgrading-providers"> |
| <h1>Installing and upgrading providers<a class="headerlink" href="#installing-and-upgrading-providers" title="Permalink to this heading">¶</a></h1> |
| <p>Separate provider packages give the possibilities that were not available in 1.10:</p> |
| <ol class="arabic simple"> |
| <li><p>You can upgrade to latest version of particular providers without the need of Apache Airflow core upgrade.</p></li> |
| <li><p>You can downgrade to previous version of particular provider in case the new version introduces |
| some problems, without impacting the main Apache Airflow core package.</p></li> |
| <li><p>You can release and upgrade/downgrade provider packages incrementally, independent from each other. This |
| means that you can incrementally validate each of the provider package update in your environment, |
| following the usual tests you have in your environment.</p></li> |
| </ol> |
| </div> |
| <div class="section" id="types-of-providers"> |
| <h1>Types of providers<a class="headerlink" href="#types-of-providers" title="Permalink to this heading">¶</a></h1> |
| <p>Providers have the same capacity - no matter if they are provided by the community or if they are |
| third-party providers. This chapter explains how community managed providers are versioned and released |
| and how you can create your own providers.</p> |
| <div class="section" id="community-maintained-providers"> |
| <span id="providers-community-maintained-providers"></span><h2>Community maintained providers<a class="headerlink" href="#community-maintained-providers" title="Permalink to this heading">¶</a></h2> |
| <p>From the point of view of the community, Airflow is delivered in multiple, separate packages. |
| The core of Airflow scheduling system is delivered as <code class="docutils literal notranslate"><span class="pre">apache-airflow</span></code> package and there are more than |
| 80 provider packages which can be installed separately as so called <code class="docutils literal notranslate"><span class="pre">Airflow</span> <span class="pre">Provider</span> <span class="pre">packages</span></code>. |
| Those packages are available as <code class="docutils literal notranslate"><span class="pre">apache-airflow-providers</span></code> packages - for example there is an |
| <code class="docutils literal notranslate"><span class="pre">apache-airflow-providers-amazon</span></code> or <code class="docutils literal notranslate"><span class="pre">apache-airflow-providers-google</span></code> package).</p> |
| <p>Community maintained providers are released and versioned separately from the Airflow releases. We are |
| following the <a class="reference external" href="https://semver.org/">Semver</a> versioning scheme for the packages. Some versions of the |
| provider packages might depend on particular versions of Airflow, but the general approach we have is that |
| unless there is a good reason, new version of providers should work with recent versions of Airflow 2.x. |
| Details will vary per-provider and if there is a limitation for particular version of particular provider, |
| constraining the Airflow version used, it will be included as limitation of dependencies in the provider |
| package.</p> |
| <p>Each community provider has corresponding extra which can be used when installing airflow to install the |
| provider together with <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span></code> - for example you can install airflow with those extras: |
| <code class="docutils literal notranslate"><span class="pre">apache-airflow[google,amazon]</span></code> (with correct constraints -see <a class="reference external" href="/docs/apache-airflow/stable/installation/index.html" title="(in apache-airflow v2.10.0.dev0)"><span>Installation of Airflow™</span></a>) and you |
| will install the appropriate versions of the <code class="docutils literal notranslate"><span class="pre">apache-airflow-providers-amazon</span></code> and |
| <code class="docutils literal notranslate"><span class="pre">apache-airflow-providers-google</span></code> packages together with <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span></code>.</p> |
| <p>Some of the community providers have cross-provider dependencies as well. Those are not required |
| dependencies, they might simply enable certain features (for example transfer operators often create |
| dependency between different providers. Again, the general approach here is that the providers are backwards |
| compatible, including cross-dependencies. Any kind of breaking changes and requirements on particular versions of other |
| provider packages are automatically documented in the release notes of every provider.</p> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>For Airflow 1.10 We also provided <code class="docutils literal notranslate"><span class="pre">apache-airflow-backport-providers</span></code> packages that could be installed |
| with those versions Those were the same providers as for 2.0 but automatically back-ported to work for |
| Airflow 1.10. The last release of backport providers was done on March 17, 2021 and the backport |
| providers will no longer be released, since Airflow 1.10 has reached End-Of-Life as of June 17, 2021.</p> |
| </div> |
| <p>If you want to contribute to <code class="docutils literal notranslate"><span class="pre">Apache</span> <span class="pre">Airflow</span></code>, you can see how to build and extend community |
| managed providers in |
| <code class="docutils literal notranslate"><span class="pre">https://github.com/apache/airflow/blob/main/airflow/providers/MANAGING_PROVIDERS_LIFECYCLE.rst</span></code>.</p> |
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