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| <div class="section" id="provider-packages"> |
| <h1>Provider packages<a class="headerlink" href="#provider-packages" title="Permalink to this headline">¶</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 60 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>The full list of 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 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 headline">¶</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 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="auth-backends"> |
| <h2>Auth backends<a class="headerlink" href="#auth-backends" title="Permalink to this headline">¶</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 headline">¶</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 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 headline">¶</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 headline">¶</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 via providers |
| you 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 headline">¶</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 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> |
| <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 headline">¶</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 headline">¶</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"> |
| <h2>Community maintained providers<a class="headerlink" href="#community-maintained-providers" title="Permalink to this headline">¶</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 |
| 60 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 v2.4.0.dev0)"><span>Installation</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 <a class="reference internal" href="howto/create-update-providers.html"><span class="doc">Community Providers</span></a>.</p> |
| </div> |
| <div class="section" id="custom-provider-packages"> |
| <span id="providers-community-maintained-providers"></span><h2>Custom provider packages<a class="headerlink" href="#custom-provider-packages" title="Permalink to this headline">¶</a></h2> |
| <p>You can develop and release your own providers. Your custom operators, hooks, sensors, transfer operators |
| can be packaged together in a standard airflow package and installed using the same mechanisms. |
| Moreover they can also use the same mechanisms to extend the Airflow Core with auth backends, |
| custom connections, logging, secret backends and extra operator links as described in the previous chapter.</p> |
| </div> |
| </div> |
| <div class="section" id="how-to-create-your-own-provider"> |
| <h1>How to create your own provider<a class="headerlink" href="#how-to-create-your-own-provider" title="Permalink to this headline">¶</a></h1> |
| <p>As mentioned in the <a class="reference external" href="http://airflow.apache.org/docs/apache-airflow-providers/index.html">Providers</a> |
| documentation, custom providers can extend Airflow core - they can add extra links to operators as well |
| as custom connections. You can use build your own providers and install them as packages if you would like |
| to use the mechanism for your own, custom providers.</p> |
| <p>Adding a provider to Airflow is just a matter of building a Python package and adding the right meta-data to |
| the package. We are using standard mechanism of python to define |
| <a class="reference external" href="https://docs.python.org/3/library/importlib.metadata.html#entry-points">entry points</a> . Your package |
| needs to define appropriate entry-point <code class="docutils literal notranslate"><span class="pre">apache_airflow_provider</span></code> which has to point to a callable |
| implemented by your package and return a dictionary containing the list of discoverable capabilities |
| of your package. The dictionary has to follow the |
| <a class="reference external" href="https://github.com/apache/airflow/blob/main/airflow/provider_info.schema.json">json-schema specification</a>.</p> |
| <p>Most of the schema provides extension point for the documentation (which you might want to also use for |
| your own purpose) but the important fields from the extensibility point of view are those:</p> |
| <p>Displaying package information in CLI/API:</p> |
| <ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">package-name</span></code> - Name of the package for the provider.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">name</span></code> - Human-friendly name of the provider.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">description</span></code> - Additional description of the provider.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">version</span></code> - List of versions of the package (in reverse-chronological order). The first version in the |
| list is the current package version. It is taken from the version of package installed, not from the |
| provider_info information.</p></li> |
| </ul> |
| <p>Exposing customized functionality to the Airflow's core:</p> |
| <ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">extra-links</span></code> - this field should contain the list of all operator class names that are adding extra links |
| capability. See <a class="reference external" href="/docs/apache-airflow/stable/howto/define_extra_link.html" title="(in apache-airflow v2.4.0.dev0)"><span>Define an operator extra link</span></a> for description of how to add extra link |
| capability to the operators of yours.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">connection-types</span></code> - this field should contain the list of all connection types together with hook |
| class names implementing those custom connection types (providing custom extra fields and |
| custom field behaviour). This field is available as of Airflow 2.2.0 and it replaces deprecated |
| <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code>. See <a class="reference external" href="/docs/apache-airflow/stable/howto/connection.html" title="(in apache-airflow v2.4.0.dev0)"><span>Managing Connections</span></a> for more details</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> (deprecated) - this field should contain the list of all hook class names that provide |
| custom connection types with custom extra fields and field behaviour. The <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> array |
| is deprecated as of Airflow 2.2.0 (for optimization reasons) and will be removed in Airflow 3. If your |
| providers are targeting Airflow 2.2.0+ you do not have to include the <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> array, if |
| you want to also target earlier versions of Airflow 2, you should include both <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> and |
| <code class="docutils literal notranslate"><span class="pre">connection-types</span></code> arrays. See <a class="reference external" href="/docs/apache-airflow/stable/howto/connection.html" title="(in apache-airflow v2.4.0.dev0)"><span>Managing Connections</span></a> for more details.</p></li> |
| </ul> |
| <p>When your providers are installed you can query the installed providers and their capabilities with the |
| <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">providers</span></code> command. This way you can verify if your providers are properly recognized and whether |
| they define the extensions properly. See <a class="reference external" href="/docs/apache-airflow/stable/cli-and-env-variables-ref.html" title="(in apache-airflow v2.4.0.dev0)"><span>Command Line Interface and Environment Variables Reference</span></a> for details of available CLI |
| sub-commands.</p> |
| <p>When you write your own provider, consider following the |
| <a class="reference external" href="https://github.com/apache/airflow/blob/main/CONTRIBUTING.rst#naming-conventions-for-provider-packages">Naming conventions for provider packages</a></p> |
| </div> |
| <div class="section" id="faq-for-airflow-and-providers"> |
| <h1>FAQ for Airflow and Providers<a class="headerlink" href="#faq-for-airflow-and-providers" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="upgrading-airflow-2-0-and-providers"> |
| <h2>Upgrading Airflow 2.0 and Providers<a class="headerlink" href="#upgrading-airflow-2-0-and-providers" title="Permalink to this headline">¶</a></h2> |
| <p><strong>When upgrading to a new Airflow version such as 2.0, but possibly 2.0.1 and beyond, is the best practice |
| to also upgrade provider packages at the same time?</strong></p> |
| <p>It depends on your use case. If you have automated or semi-automated verification of your installation, |
| that you can run a new version of Airflow including all provider packages, then definitely go for it. |
| If you rely more on manual testing, it is advised that you upgrade in stages. Depending on your choice |
| you can either upgrade all used provider packages first, and then upgrade Airflow Core or the other way |
| round. The first approach - when you first upgrade all providers is probably safer, as you can do it |
| incrementally, step-by-step replacing provider by provider in your environment.</p> |
| </div> |
| <div class="section" id="customizing-provider-packages"> |
| <h2>Customizing Provider Packages<a class="headerlink" href="#customizing-provider-packages" title="Permalink to this headline">¶</a></h2> |
| <p><strong>I have an older version of my provider package which we have lightly customized and is working |
| fine with my MSSQL installation. I am upgrading my Airflow version. Do I need to upgrade my provider, |
| or can I keep it as it is?</strong></p> |
| <p>It depends on the scope of customization. There is no need to upgrade the provider packages to later |
| versions unless you want to upgrade to Airflow version that introduces backwards-incompatible changes. |
| Generally speaking, with Airflow 2 we are following the <a class="reference external" href="https://semver.org/">Semver</a> approach where |
| we will introduce backwards-incompatible changes in Major releases, so all your modifications (as long |
| as you have not used internal Airflow classes) should work for All Airflow 2.* versions.</p> |
| </div> |
| <div class="section" id="creating-your-own-providers"> |
| <h2>Creating your own providers<a class="headerlink" href="#creating-your-own-providers" title="Permalink to this headline">¶</a></h2> |
| <p><strong>When I write my own provider, do I need to do anything special to make it available to others?</strong></p> |
| <p>You do not need to do anything special besides creating the <code class="docutils literal notranslate"><span class="pre">apache_airflow_provider</span></code> entry point |
| returning properly formatted meta-data - dictionary with <code class="docutils literal notranslate"><span class="pre">extra-links</span></code> and <code class="docutils literal notranslate"><span class="pre">connection-types</span></code> fields |
| (and deprecated <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> field if you are also targeting versions of Airflow before 2.2.0).</p> |
| <p>Anyone who runs airflow in an environment that has your Python package installed will be able to use the |
| package as a provider package.</p> |
| <p><strong>What do I need to do to turn a package into a provider?</strong></p> |
| <p>You need to do the following to turn an existing Python package into a provider (see below for examples):</p> |
| <ul class="simple"> |
| <li><p>Add the <code class="docutils literal notranslate"><span class="pre">apache_airflow_provider</span></code> entry point in the <code class="docutils literal notranslate"><span class="pre">setup.cfg</span></code> - this tells airflow where to get |
| the required provider metadata</p></li> |
| <li><p>Create the function that you refer to in the first step as part of your package: this functions returns a |
| dictionary that contains all meta-data about your provider package</p></li> |
| <li><p>If you want Airflow to link to documentation of your Provider in the providers page, make sure |
| to add "project-url/documentation" <a class="reference external" href="https://peps.python.org/pep-0621/#example">metadata</a> to your package. |
| This will also add link to your documentation in PyPI.</p></li> |
| <li><p>note that the dictionary should be compliant with <code class="docutils literal notranslate"><span class="pre">airflow/provider_info.schema.json</span></code> JSON-schema |
| specification. The community-managed providers have more fields there that are used to build |
| documentation, but the requirement for runtime information only contains several fields which are defined |
| in the schema:</p></li> |
| </ul> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header"><span class="example-title">airflow/provider_info.schema.json</span></p> |
| <div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"$schema"</span><span class="p">:</span><span class="w"> </span><span class="s2">"http://json-schema.org/draft-07/schema#"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"object"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"package-name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Package name available under which the package is available in the PyPI repository."</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Provider name"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Information about the package in RST format"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"hook-class-names"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Hook class names that provide connection types to core (deprecated by connection-types)"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"deprecated"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"The hook-class-names property has been deprecated in favour of connection-types which is more performant version allowing to only import individual Hooks rather than all hooks at once"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"deprecatedVersion"</span><span class="p">:</span><span class="w"> </span><span class="s2">"2.2.0"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"connection-types"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Map of connection types mapped to hook class names."</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"object"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"connection-type"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Type of connection defined by the provider"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"hook-class-name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Hook class name that implements the connection type"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"required"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">"connection-type"</span><span class="p">,</span><span class="w"> </span><span class="s2">"hook-class-name"</span><span class="p">]</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"extra-links"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Operator class names that provide extra link functionality"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"secrets-backends"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Secrets Backend class names"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"logging"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Logging Task Handlers class names"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"auth-backends"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"API Auth Backend module names"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"task-decorators"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"array"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Apply custom decorators to the TaskFlow API. Can be accessed by users via '@task.<name>'"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"path"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">}</span><span class="w"></span> |
| <span class="w"> </span><span class="p">},</span><span class="w"></span> |
| <span class="w"> </span><span class="nt">"required"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="w"></span> |
| <span class="w"> </span><span class="s2">"name"</span><span class="p">,</span><span class="w"></span> |
| <span class="w"> </span><span class="s2">"description"</span><span class="w"></span> |
| <span class="w"> </span><span class="p">]</span><span class="w"></span> |
| <span class="p">}</span><span class="w"></span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Example <code class="docutils literal notranslate"><span class="pre">setup.cfg</span></code>:</p> |
| <div class="highlight-cfg notranslate"><div class="highlight"><pre><span></span><span class="k">[options.entry_points]</span><span class="w"></span> |
| <span class="c1"># the function get_provider_info is defined in myproviderpackage.somemodule</span><span class="w"></span> |
| <span class="na">apache_airflow_provider</span><span class="o">=</span><span class="w"></span> |
| <span class="w"> </span><span class="na">provider_info</span><span class="o">=</span><span class="s">myproviderpackage.somemodule:get_provider_info</span><span class="w"></span> |
| </pre></div> |
| </div> |
| <p>Example <code class="docutils literal notranslate"><span class="pre">myproviderpackage/somemodule.py</span></code>:</p> |
| <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">get_provider_info</span><span class="p">():</span> |
| <span class="k">return</span> <span class="p">{</span> |
| <span class="s2">"package-name"</span><span class="p">:</span> <span class="s2">"my-package-name"</span><span class="p">,</span> |
| <span class="s2">"name"</span><span class="p">:</span> <span class="s2">"name"</span><span class="p">,</span> |
| <span class="s2">"description"</span><span class="p">:</span> <span class="s2">"a description"</span><span class="p">,</span> |
| <span class="s2">"hook-class-names"</span><span class="p">:</span> <span class="p">[</span> |
| <span class="s2">"myproviderpackage.hooks.source.SourceHook"</span><span class="p">,</span> |
| <span class="p">],</span> |
| <span class="p">}</span> |
| </pre></div> |
| </div> |
| <p><strong>How do provider packages work under the hood?</strong></p> |
| <p>When running Airflow with your provider package, there will be (at least) three components to your airflow installation:</p> |
| <ul class="simple"> |
| <li><p>The installation itself (for example, a <code class="docutils literal notranslate"><span class="pre">venv</span></code> where you installed airflow with <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">apache-airflow</span></code>) |
| together with the related files (e.g. <code class="docutils literal notranslate"><span class="pre">dags</span></code> folder)</p></li> |
| <li><p>The <code class="docutils literal notranslate"><span class="pre">apache-airflow</span></code> package</p></li> |
| <li><p>Your own <code class="docutils literal notranslate"><span class="pre">myproviderpackage</span></code> package that is independent of <code class="docutils literal notranslate"><span class="pre">apache-airflow</span></code> or your airflow installation, which |
| can be a local Python package (that you install via <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">-e</span> <span class="pre">/path/to/my-package</span></code>), a normal pip package |
| (<code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">myproviderpackage</span></code>), or any other type of Python package</p></li> |
| </ul> |
| <p>In the <code class="docutils literal notranslate"><span class="pre">myproviderpackage</span></code> package you need to add the entry point and provide the appropriate metadata as described above. |
| If you have done that, airflow does the following at runtime:</p> |
| <ul class="simple"> |
| <li><p>Loop through ALL packages installed in your environment / <code class="docutils literal notranslate"><span class="pre">venv</span></code></p></li> |
| <li><p>For each package, if the package's <code class="docutils literal notranslate"><span class="pre">setup.cfg</span></code> has a section <code class="docutils literal notranslate"><span class="pre">[options.entry_points]</span></code>, and if that section has a value |
| for <code class="docutils literal notranslate"><span class="pre">apache_airflow_provider</span></code>, then get the value for <code class="docutils literal notranslate"><span class="pre">provider_info</span></code>, e.g. <code class="docutils literal notranslate"><span class="pre">myproviderpackage.somemodule:get_provider_info</span></code></p></li> |
| <li><p>That value works like an import statement: <code class="docutils literal notranslate"><span class="pre">myproviderpackage.somemodule:get_provider_info</span></code> translates to something like |
| <code class="docutils literal notranslate"><span class="pre">from</span> <span class="pre">myproviderpackage.somemodule</span> <span class="pre">import</span> <span class="pre">get_provider_info</span></code>, and the <code class="docutils literal notranslate"><span class="pre">get_provider_info</span></code> that is being imported should be a |
| callable, i.e. a function</p></li> |
| <li><p>This function should return a dictionary with metadata</p></li> |
| <li><p>If you have custom connection types as part of your package, that metadata will including a field called <code class="docutils literal notranslate"><span class="pre">hook-class-names</span></code> |
| which should be a list of strings of your custom hooks - those strings should also be in an import-like format, e.g. |
| <code class="docutils literal notranslate"><span class="pre">myproviderpackage.hooks.source.SourceHook</span></code> means that there is a class <code class="docutils literal notranslate"><span class="pre">SourceHook</span></code> in <code class="docutils literal notranslate"><span class="pre">myproviderpackage/hooks/source.py</span></code> |
| - airflow then imports these hooks and looks for the functions <code class="docutils literal notranslate"><span class="pre">get_ui_field_behaviour</span></code> and <code class="docutils literal notranslate"><span class="pre">get_connection_form_widgets</span></code> |
| (both optional) as well as the attributes <code class="docutils literal notranslate"><span class="pre">conn_type</span></code> and <code class="docutils literal notranslate"><span class="pre">hook_name</span></code> to create the custom connection type in the airflow UI</p></li> |
| </ul> |
| <p><strong>Should I name my provider specifically or should it be created in ``airflow.providers`` package?</strong></p> |
| <p>We have quite a number (>60) of providers managed by the community and we are going to maintain them |
| together with Apache Airflow. All those providers have well-defined structured and follow the |
| naming conventions we defined and they are all in <code class="docutils literal notranslate"><span class="pre">airflow.providers</span></code> package. If your intention is |
| to contribute your provider, then you should follow those conventions and make a PR to Apache Airflow |
| to contribute to it. But you are free to use any package name as long as there are no conflicts with other |
| names, so preferably choose package that is in your "domain".</p> |
| <p><strong>Is there a convention for a connection id and type?</strong></p> |
| <p>Very good question. Glad that you asked. We usually follow the convention <code class="docutils literal notranslate"><span class="pre"><NAME>_default</span></code> for connection |
| id and just <code class="docutils literal notranslate"><span class="pre"><NAME></span></code> for connection type. Few examples:</p> |
| <ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">google_cloud_default</span></code> id and <code class="docutils literal notranslate"><span class="pre">google_cloud_platform</span></code> type</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">aws_default</span></code> id and <code class="docutils literal notranslate"><span class="pre">aws</span></code> type</p></li> |
| </ul> |
| <p>You should follow this convention. It is important, to use unique names for connection type, |
| so it should be unique for your provider. If two providers try to add connection with the same type |
| only one of them will succeed.</p> |
| <p><strong>Can I contribute my own provider to Apache Airflow?</strong></p> |
| <p>Of course, but it's better to check at developer's mailing list whether such contribution will be accepted by |
| the Community, before investing time to make the provider compliant with community requirements. |
| The Community only accepts providers that are generic enough, are well documented, fully covered by tests |
| and with capabilities of being tested by people in the community. So we might not always be in the |
| position to accept such contributions.</p> |
| <p>After you think that your provider matches the expected values above, you can read |
| <a class="reference internal" href="howto/create-update-providers.html"><span class="doc">Community Providers</span></a> to check all prerequisites for a new |
| community Provider and discuss it at the <a class="reference external" href="http://airflow.apache.org/community/">Devlist</a>.</p> |
| <p>However, in case you have your own, specific provider, which you can maintain on your own or by your |
| team, you are free to publish the providers in whatever form you find appropriate. The custom and |
| community-managed providers have exactly the same capabilities.</p> |
| <p><strong>Can I advertise my own provider to Apache Airflow users and share it with others as package in PyPI?</strong></p> |
| <p>Absolutely! We have an <a class="reference external" href="https://airflow.apache.org/ecosystem/">Ecosystem</a> area on our website where |
| we share non-community managed extensions and work for Airflow. Feel free to make a PR to the page and |
| add we will evaluate and merge it when we see that such provider can be useful for the community of |
| Airflow users.</p> |
| <p><strong>Can I charge for the use of my provider?</strong></p> |
| <p>This is something that is outside of our control and domain. As an Apache project, we are |
| commercial-friendly and there are many businesses built around Apache Airflow and many other |
| Apache projects. As a community, we provide all the software for free and this will never |
| change. What 3rd-party developers are doing is not under control of Apache Airflow community.</p> |
| </div> |
| <div class="section" id="using-backport-providers-in-airflow-1-10"> |
| <h2>Using Backport Providers in Airflow 1.10<a class="headerlink" href="#using-backport-providers-in-airflow-1-10" title="Permalink to this headline">¶</a></h2> |
| <p><strong>I have an Airflow version (1.10.12) running and it is stable. However, because of a Cloud provider change, |
| I would like to upgrade the provider package. If I don't need to upgrade the Airflow version anymore, |
| how do I know that this provider version is compatible with my Airflow version?</strong></p> |
| <p>We have Backport Providers are compatible with 1.10 but they stopped being released on |
| March 17, 2021. Since then, no new changes to providers for Airflow 2.0 are going to be |
| released as backport packages. It's the highest time to upgrade to Airflow 2.0.</p> |
| <p>When it comes to compatibility of providers with different Airflow 2 versions, each |
| provider package will keep its own dependencies, and while we expect those providers to be generally |
| backwards-compatible, particular versions of particular providers might introduce dependencies on |
| specific Airflow versions.</p> |
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| <li><a class="reference internal" href="#auth-backends">Auth backends</a></li> |
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| <li><a class="reference internal" href="#types-of-providers">Types of providers</a><ul> |
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| <li><a class="reference internal" href="#customizing-provider-packages">Customizing Provider Packages</a></li> |
| <li><a class="reference internal" href="#creating-your-own-providers">Creating your own providers</a></li> |
| <li><a class="reference internal" href="#using-backport-providers-in-airflow-1-10">Using Backport Providers in Airflow 1.10</a></li> |
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