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| <li class="toctree-l2"><a class="reference internal" href="#faq-for-custom-providers">FAQ for custom providers</a></li> |
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| <li class="toctree-l1 current"><a class="current reference internal" href="#">How to create your own provider</a><ul> |
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| <blockquote> |
| <div></div></blockquote> |
| <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 heading">¶</a></h1> |
| <div class="section" id="custom-provider-packages"> |
| <h2>Custom provider packages<a class="headerlink" href="#custom-provider-packages" title="Permalink to this heading">¶</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> |
| <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> |
| </div> |
| <div class="section" id="how-to-create-a-provider"> |
| <h2>How to create a provider<a class="headerlink" href="#how-to-create-a-provider" title="Permalink to this heading">¶</a></h2> |
| <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 the 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 v2.10.0.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 the 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 v2.10.0.dev0)"><span>Managing Connections</span></a> for more details.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">secret-backends</span></code> - this field should contain the list of all the secret backends class names that the |
| provider provides. See <a class="reference external" href="/docs/apache-airflow/stable/security/secrets/secrets-backend/index.html" title="(in apache-airflow v2.10.0.dev0)"><span>Secrets Backend</span></a> for description of how |
| to add.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">task-decorators</span></code> - this field should contain the list of dictionaries of name/path where the decorators |
| are available. See <a class="reference external" href="/docs/apache-airflow/stable/howto/create-custom-decorator.html" title="(in apache-airflow v2.10.0.dev0)"><span>Creating Custom @task Decorators</span></a> for description of how to add |
| custom decorators.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">logging</span></code> - this field should contain the list of all the logging handler class names that the |
| provider provides. See <a class="reference external" href="/docs/apache-airflow/stable/administration-and-deployment/logging-monitoring/logging-tasks.html" title="(in apache-airflow v2.10.0.dev0)"><span>Logging for Tasks</span></a> |
| for description of the logging handlers.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">auth-backends</span></code> - this field should contain the authentication backend module names for API/UI. |
| See <a class="reference external" href="/docs/apache-airflow/stable/security/api.html" title="(in apache-airflow v2.10.0.dev0)"><span>API</span></a> for description of the auth backends.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">notifications</span></code> - this field should contain the notification classes. |
| See <a class="reference external" href="/docs/apache-airflow/stable/howto/notifications.html" title="(in apache-airflow v2.10.0.dev0)"><span>Creating a notifier</span></a> for description of the notifications.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">executors</span></code> - this field should contain the executor class names. |
| See <a class="reference external" href="/docs/apache-airflow/stable/core-concepts/executor/index.html" title="(in apache-airflow v2.10.0.dev0)"><span>Executor</span></a> for description of the executors.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">config</span></code> - this field should contain dictionary that should conform to the |
| <code class="docutils literal notranslate"><span class="pre">airflow/config_templates/config.yml.schema.json</span></code> with configuration contributed by the providers |
| See <a class="reference external" href="/docs/apache-airflow/stable/howto/set-config.html" title="(in apache-airflow v2.10.0.dev0)"><span>Setting Configuration Options</span></a> for details about setting configuration.</p></li> |
| </ul> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>Deprecated values</p> |
| <ul class="simple"> |
| <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 v2.10.0.dev0)"><span>Managing Connections</span></a> for more details.</p></li> |
| </ul> |
| </div> |
| <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 v2.10.0.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-docs/11_provider_packages.rst#naming-conventions-for-provider-packages">Naming conventions for provider packages</a></p> |
| </div> |
| <div class="section" id="special-considerations"> |
| <h2>Special considerations<a class="headerlink" href="#special-considerations" title="Permalink to this heading">¶</a></h2> |
| </div> |
| </div> |
| <div class="section" id="optional-provider-features"> |
| <h1>Optional provider features<a class="headerlink" href="#optional-provider-features" title="Permalink to this heading">¶</a></h1> |
| <blockquote> |
| <div><div class="versionadded"> |
| <p><span class="versionmodified added">New in version 2.3.0: </span>This feature is available in Airflow 2.3+.</p> |
| </div> |
| </div></blockquote> |
| <p>Some providers might provide optional features, which are only available when some packages or libraries |
| are installed. Such features will typically result in <code class="docutils literal notranslate"><span class="pre">ImportErrors</span></code>; however, those import errors |
| should be silently ignored rather than pollute the logs of Airflow with false warnings. False warnings |
| are a very bad pattern, as they tend to turn into blind spots, so avoiding false warnings is encouraged. |
| However, until Airflow 2.3, Airflow had no mechanism to selectively ignore “known” ImportErrors. So |
| Airflow 2.1 and 2.2 silently ignored all ImportErrors coming from providers with actually lead to |
| ignoring even important import errors - without giving the clue to Airflow users that there is something |
| missing in provider dependencies.</p> |
| </div> |
| <div class="section" id="using-providers-with-dynamic-task-mapping"> |
| <h1>Using Providers with dynamic task mapping<a class="headerlink" href="#using-providers-with-dynamic-task-mapping" title="Permalink to this heading">¶</a></h1> |
| <p>Airflow 2.3 added <a class="reference external" href="https://cwiki.apache.org/confluence/display/AIRFLOW/AIP-42+Dynamic+Task+Mapping">Dynamic Task Mapping</a> |
| and it added the possibility of assigning a unique key to each task. Which means that when such dynamically |
| mapped task wants to retrieve a value from XCom (for example in case an extra link should calculated) |
| it should always check if the ti_key value passed is not None an only then retrieve the XCom value using |
| XCom.get_value. This allows to keep backwards compatibility with earlier versions of Airflow.</p> |
| <p>Typical code to access XCom Value in providers that want to keep backwards compatibility should look similar to |
| this (note the <code class="docutils literal notranslate"><span class="pre">if</span> <span class="pre">ti_key</span> <span class="pre">is</span> <span class="pre">not</span> <span class="pre">None:</span></code> condition).</p> |
| <blockquote> |
| <div><div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">get_link</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">operator</span><span class="p">:</span> <span class="n">BaseOperator</span><span class="p">,</span> |
| <span class="n">dttm</span><span class="p">:</span> <span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">ti_key</span><span class="p">:</span> <span class="s2">"TaskInstanceKey"</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">):</span> |
| <span class="k">if</span> <span class="n">ti_key</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">job_ids</span> <span class="o">=</span> <span class="n">XCom</span><span class="o">.</span><span class="n">get_value</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s2">"job_id"</span><span class="p">,</span> <span class="n">ti_key</span><span class="o">=</span><span class="n">ti_key</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">assert</span> <span class="n">dttm</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> |
| <span class="n">job_ids</span> <span class="o">=</span> <span class="n">XCom</span><span class="o">.</span><span class="n">get_one</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s2">"job_id"</span><span class="p">,</span> |
| <span class="n">dag_id</span><span class="o">=</span><span class="n">operator</span><span class="o">.</span><span class="n">dag</span><span class="o">.</span><span class="n">dag_id</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="n">operator</span><span class="o">.</span><span class="n">task_id</span><span class="p">,</span> |
| <span class="n">execution_date</span><span class="o">=</span><span class="n">dttm</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">job_ids</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">job_ids</span><span class="p">)</span> <span class="o"><</span> <span class="bp">self</span><span class="o">.</span><span class="n">index</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="n">job_id</span> <span class="o">=</span> <span class="n">job_ids</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">index</span><span class="p">]</span> |
| <span class="k">return</span> <span class="n">BIGQUERY_JOB_DETAILS_LINK_FMT</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">job_id</span><span class="o">=</span><span class="n">job_id</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div></blockquote> |
| <div class="section" id="faq-for-custom-providers"> |
| <h2>FAQ for custom providers<a class="headerlink" href="#faq-for-custom-providers" title="Permalink to this heading">¶</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>Should I name my provider specifically or should it be created in ``airflow.providers`` package?</strong></p> |
| <p>We have quite a number (>80) 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>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">pyproject.toml</span></code> file - 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 compound"> |
| <p class="example-header compound-first"><span class="example-title">airflow/provider_info.schema.json</span></p> |
| <div class="compound-last highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</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="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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">},</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="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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">},</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="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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">},</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="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="nt">"deprecatedVersion"</span><span class="p">:</span><span class="w"> </span><span class="s2">"2.2.0"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"filesystems"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Filesystem module names"</span><span class="p">,</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"transfers"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"how-to-guide"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Path to how-to-guide for the transfer. The path must start with '/docs/'"</span><span class="p">,</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="p">},</span> |
| <span class="w"> </span><span class="nt">"source-integration-name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">,</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Integration name. It must have a matching item in the 'integration' section of any provider."</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"target-integration-name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">,</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Target integration name. It must have a matching item in the 'integration' section of any provider."</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"python-module"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">,</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"List of python modules containing the transfers."</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"additionalProperties"</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</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="s2">"source-integration-name"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"target-integration-name"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"python-module"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"triggers"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"integration-name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">,</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Integration name. It must have a matching item in the 'integration' section of any provider."</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"python-modules"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"List of Python modules containing the triggers."</span><span class="p">,</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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"additionalProperties"</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</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="s2">"integration-name"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"python-modules"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">},</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="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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="s2">"connection-type"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"hook-class-name"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"auth-managers"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Auth managers module names"</span><span class="p">,</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"notifications"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Notification class names"</span><span class="p">,</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"executors"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"Executor class names"</span><span class="p">,</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"config"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"additionalProperties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"null"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"options"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"additionalProperties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"$ref"</span><span class="p">:</span><span class="w"> </span><span class="s2">"#/definitions/option"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"renamed"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"previous_name"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">},</span> |
| <span class="w"> </span><span class="nt">"version"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">}</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="s2">"description"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"options"</span> |
| <span class="w"> </span><span class="p">],</span> |
| <span class="w"> </span><span class="nt">"additionalProperties"</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="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="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="nt">"items"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">},</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"string"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"definitions"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"option"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"properties"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"null"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"version_added"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"null"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">{</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="p">,</span> |
| <span class="w"> </span><span class="nt">"enum"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"boolean"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"integer"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"float"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"example"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"null"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"number"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"default"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="p">[</span> |
| <span class="w"> </span><span class="s2">"string"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"null"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"number"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="w"> </span><span class="p">},</span> |
| <span class="w"> </span><span class="nt">"sensitive"</span><span class="p">:</span><span class="w"> </span><span class="p">{</span> |
| <span class="w"> </span><span class="nt">"type"</span><span class="p">:</span><span class="w"> </span><span class="s2">"boolean"</span><span class="p">,</span> |
| <span class="w"> </span><span class="nt">"description"</span><span class="p">:</span><span class="w"> </span><span class="s2">"When true, this option is sensitive and can be specified using AIRFLOW__{section}___{name}__SECRET or AIRFLOW__{section}___{name}_CMD environment variables. See: airflow.configuration.AirflowConfigParser.sensitive_config_values"</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="s2">"description"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"version_added"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"type"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"example"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"default"</span> |
| <span class="w"> </span><span class="p">],</span> |
| <span class="w"> </span><span class="nt">"additional_properties"</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span> |
| <span class="w"> </span><span class="p">}</span> |
| <span class="w"> </span><span class="p">},</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="s2">"name"</span><span class="p">,</span> |
| <span class="w"> </span><span class="s2">"description"</span> |
| <span class="w"> </span><span class="p">]</span> |
| <span class="p">}</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Example <code class="docutils literal notranslate"><span class="pre">pyproject.toml</span></code>:</p> |
| <div class="highlight-toml notranslate"><div class="highlight"><pre><span></span><span class="k">[project.entry-points.</span><span class="s2">"apache_airflow_provider"</span><span class="k">]</span> |
| <span class="n">provider_info</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s2">"airflow.providers.myproviderpackage.get_provider_info:get_provider_info"</span> |
| </pre></div> |
| </div> |
| <p>Example <code class="docutils literal notranslate"><span class="pre">myproviderpackage/get_provider_info.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>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>The answer depends on the provider. We have a policy for that in the |
| <a class="reference external" href="https://github.com/apache/airflow/blob/main/PROVIDERS.rst">PROVIDERS.rst</a> developer documentation.</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> |
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| <li><a class="reference internal" href="#how-to-create-a-provider">How to create a provider</a></li> |
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| </ul> |
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| <li><a class="reference internal" href="#optional-provider-features">Optional provider features</a></li> |
| <li><a class="reference internal" href="#using-providers-with-dynamic-task-mapping">Using Providers with dynamic task mapping</a><ul> |
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