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| <div class="section" id="google-cloud-secret-manager-backend"> |
| <span id="id1"></span><h1>Google Cloud Secret Manager Backend<a class="headerlink" href="#google-cloud-secret-manager-backend" title="Permalink to this heading">¶</a></h1> |
| <p>This topic describes how to configure Airflow to use <a class="reference external" href="https://cloud.google.com/secret-manager/docs">Secret Manager</a> as |
| a secret backend and how to manage secrets.</p> |
| <div class="section" id="before-you-begin"> |
| <h2>Before you begin<a class="headerlink" href="#before-you-begin" title="Permalink to this heading">¶</a></h2> |
| <p>Before you start, make sure you have performed the following tasks:</p> |
| <ol class="arabic"> |
| <li><p>Include <code class="docutils literal notranslate"><span class="pre">google</span></code> subpackage as an extra of your Airflow installation</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip install apache-airflow<span class="o">[</span>google<span class="o">]</span> |
| </pre></div> |
| </div> |
| </li> |
| <li><p><a class="reference external" href="https://cloud.google.com/secret-manager/docs/configuring-secret-manager">Configure Secret Manager and your local environment</a>, once per project.</p></li> |
| </ol> |
| </div> |
| <div class="section" id="enabling-the-secret-backend"> |
| <h2>Enabling the secret backend<a class="headerlink" href="#enabling-the-secret-backend" title="Permalink to this heading">¶</a></h2> |
| <p>To enable the secret backend for Google Cloud Secrets Manager to retrieve connection/variables, |
| specify <a class="reference internal" href="../_api/airflow/providers/google/cloud/secrets/secret_manager/index.html#airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend" title="airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend"><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudSecretManagerBackend</span></code></a> |
| as the <code class="docutils literal notranslate"><span class="pre">backend</span></code> in <code class="docutils literal notranslate"><span class="pre">[secrets]</span></code> section of <code class="docutils literal notranslate"><span class="pre">airflow.cfg</span></code>.</p> |
| <p>Here is a sample configuration if you want to use it:</p> |
| <div class="highlight-ini notranslate"><div class="highlight"><pre><span></span><span class="k">[secrets]</span><span class="w"></span> |
| <span class="na">backend</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend</span><span class="w"></span> |
| </pre></div> |
| </div> |
| <p>You can also set this with environment variables.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">export</span> <span class="nv">AIRFLOW__SECRETS__BACKEND</span><span class="o">=</span>airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend |
| </pre></div> |
| </div> |
| <p>You can verify the correct setting of the configuration options with the <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">config</span> <span class="pre">get-value</span></code> command.</p> |
| <div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>airflow config get-value secrets backend |
| <span class="go">airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="backend-parameters"> |
| <h2>Backend parameters<a class="headerlink" href="#backend-parameters" title="Permalink to this heading">¶</a></h2> |
| <p>The next step is to configure backend parameters using the <code class="docutils literal notranslate"><span class="pre">backend_kwargs</span></code> options. You can pass |
| the following parameters:</p> |
| <ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">connections_prefix</span></code>: Specifies the prefix of the secret to read to get Connections. Default: <code class="docutils literal notranslate"><span class="pre">"airflow-connections"</span></code></p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">variables_prefix</span></code>: Specifies the prefix of the secret to read to get Variables. Default: <code class="docutils literal notranslate"><span class="pre">"airflow-variables"</span></code></p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">gcp_key_path</span></code>: Path to Google Cloud Service Account Key file (JSON).</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">gcp_keyfile_dict</span></code>: Dictionary of keyfile parameters.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">gcp_scopes</span></code>: Comma-separated string containing OAuth2 scopes.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">sep</span></code>: Separator used to concatenate connections_prefix and conn_id. Default: <code class="docutils literal notranslate"><span class="pre">"-"</span></code></p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">project_id</span></code>: Project ID to read the secrets from. If not passed, the project ID from credentials will be used.</p></li> |
| </ul> |
| <p>All options should be passed as a JSON dictionary.</p> |
| <p>For example, if you want to set parameter <code class="docutils literal notranslate"><span class="pre">connections_prefix</span></code> to <code class="docutils literal notranslate"><span class="pre">"example-connections-prefix"</span></code> and parameter <code class="docutils literal notranslate"><span class="pre">variables_prefix</span></code> to <code class="docutils literal notranslate"><span class="pre">"example-variables-prefix"</span></code>, your configuration file should look like this:</p> |
| <div class="highlight-ini notranslate"><div class="highlight"><pre><span></span><span class="k">[secrets]</span><span class="w"></span> |
| <span class="na">backend</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">airflow.providers.google.cloud.secrets.secret_manager.CloudSecretManagerBackend</span><span class="w"></span> |
| <span class="na">backend_kwargs</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">{"connections_prefix": "example-connections-prefix", "variables_prefix": "example-variables-prefix"}</span><span class="w"></span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="set-up-credentials"> |
| <h2>Set-up credentials<a class="headerlink" href="#set-up-credentials" title="Permalink to this heading">¶</a></h2> |
| <p>You can configure the credentials in three ways:</p> |
| <ul class="simple"> |
| <li><p>By default, Application Default Credentials (ADC) is used obtain credentials.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">gcp_key_path</span></code> option in <code class="docutils literal notranslate"><span class="pre">backend_kwargs</span></code> option - allows you to configure authorizations with a service account stored in local file.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">gcp_keyfile_dict</span></code> option in <code class="docutils literal notranslate"><span class="pre">backend_kwargs</span></code> option - allows you to configure authorizations with a service account stored in Airflow configuration.</p></li> |
| </ul> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>For more information about the Application Default Credentials (ADC), see:</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p><a class="reference external" href="https://google-auth.readthedocs.io/en/latest/reference/google.auth.html#google.auth.default">google.auth.default</a></p></li> |
| <li><p><a class="reference external" href="https://cloud.google.com/docs/authentication/production">Setting Up Authentication for Server to Server Production Applications</a></p></li> |
| </ul> |
| </div></blockquote> |
| </div> |
| </div> |
| <div class="section" id="managing-secrets"> |
| <h2>Managing secrets<a class="headerlink" href="#managing-secrets" title="Permalink to this heading">¶</a></h2> |
| <p>If you want to configure a connection, you need to save it as a <a class="reference external" href="/docs/apache-airflow/stable/howto/connection.html#generating-connection-uri" title="(in apache-airflow v2.5.0.dev0)"><span class="xref std std-ref">connection URI representation</span></a>. |
| Variables should be saved as plain text.</p> |
| <p>In order to manage secrets, you can use the <code class="docutils literal notranslate"><span class="pre">gcloud</span></code> tool or other supported tools. For more information, take a look at: |
| <a class="reference external" href="https://cloud.google.com/secret-manager/docs/creating-and-accessing-secrets">Managing secrets</a> in Google Cloud Documentation.</p> |
| <p>The name of the secret must fit the following formats:</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p>for connections: <code class="docutils literal notranslate"><span class="pre">[connections_prefix][sep][connection_name]</span></code></p></li> |
| <li><p>for variables: <code class="docutils literal notranslate"><span class="pre">[variables_prefix][sep][variable_name]</span></code></p></li> |
| <li><p>for Airflow config: <code class="docutils literal notranslate"><span class="pre">[config_prefix][sep][config_name]</span></code></p></li> |
| </ul> |
| </div></blockquote> |
| <p>where:</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">connections_prefix</span></code> - fixed value defined in the <code class="docutils literal notranslate"><span class="pre">connections_prefix</span></code> parameter in backend configuration. Default: <code class="docutils literal notranslate"><span class="pre">airflow-connections</span></code>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">variables_prefix</span></code> - fixed value defined in the <code class="docutils literal notranslate"><span class="pre">variables_prefix</span></code> parameter in backend configuration. Default: <code class="docutils literal notranslate"><span class="pre">airflow-variables</span></code>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">config_prefix</span></code> - fixed value defined in the <code class="docutils literal notranslate"><span class="pre">config_prefix</span></code> parameter in backend configuration. Default: <code class="docutils literal notranslate"><span class="pre">airflow-config</span></code>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">sep</span></code> - fixed value defined in the <code class="docutils literal notranslate"><span class="pre">sep</span></code> parameter in backend configuration. Default: <code class="docutils literal notranslate"><span class="pre">-</span></code>.</p></li> |
| </ul> |
| </div></blockquote> |
| <p>The Cloud Secrets Manager secret name should follow the pattern <code class="docutils literal notranslate"><span class="pre">^[a-zA-Z0-9-_]*$</span></code>.</p> |
| <p>If you have the default backend configuration and you want to create a connection with <code class="docutils literal notranslate"><span class="pre">conn_id</span></code> |
| equals <code class="docutils literal notranslate"><span class="pre">first-connection</span></code>, you should create secret named <code class="docutils literal notranslate"><span class="pre">airflow-connections-first-connection</span></code>. |
| You can do it with the gcloud tools as in the example below.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>$ <span class="nb">echo</span> <span class="s2">"mysql://example.org"</span> <span class="p">|</span> gcloud beta secrets create <span class="se">\</span> |
| airflow-connections-first-connection <span class="se">\</span> |
| --data-file<span class="o">=</span>- <span class="se">\</span> |
| --replication-policy<span class="o">=</span>automatic |
| Created version <span class="o">[</span><span class="m">1</span><span class="o">]</span> of the secret <span class="o">[</span>airflow-variables-first-connection<span class="o">]</span>. |
| </pre></div> |
| </div> |
| <p>If you have the default backend configuration and you want to create a variable named <code class="docutils literal notranslate"><span class="pre">first-variable</span></code>, |
| you should create a secret named <code class="docutils literal notranslate"><span class="pre">airflow-variables-first-variable</span></code>. You can do it with the gcloud |
| command as in the example below.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>$ <span class="nb">echo</span> <span class="s2">"secret_content"</span> <span class="p">|</span> gcloud beta secrets create <span class="se">\</span> |
| airflow-variables-first-variable <span class="se">\</span> |
| --data-file<span class="o">=</span>-<span class="se">\</span> |
| --replication-policy<span class="o">=</span>automatic |
| Created version <span class="o">[</span><span class="m">1</span><span class="o">]</span> of the secret <span class="o">[</span>airflow-variables-first-variable<span class="o">]</span>. |
| </pre></div> |
| </div> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>If only key of the connection should be hidden there is an option to store |
| only that key in Cloud Secret Manager and not entire connection. For more details take |
| a look at <a class="reference internal" href="../connections/gcp.html#howto-connection-gcp"><span class="std std-ref">Google Cloud Connection</span></a>.</p> |
| </div> |
| <div class="section" id="checking-configuration"> |
| <h3>Checking configuration<a class="headerlink" href="#checking-configuration" title="Permalink to this heading">¶</a></h3> |
| <p>You can use the <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">connections</span> <span class="pre">get</span></code> command to check if the connection is correctly read from the backend secret:</p> |
| <div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>airflow connections get first-connection |
| <span class="go">Id: null</span> |
| <span class="go">Connection Id: first-connection</span> |
| <span class="go">Connection Type: mysql</span> |
| <span class="go">Host: example.org</span> |
| <span class="go">Schema: ''</span> |
| <span class="go">Login: null</span> |
| <span class="go">Password: null</span> |
| <span class="go">Port: null</span> |
| <span class="go">Is Encrypted: null</span> |
| <span class="go">Is Extra Encrypted: null</span> |
| <span class="go">Extra: {}</span> |
| <span class="go">URI: mysql://example.org</span> |
| </pre></div> |
| </div> |
| <p>To check the variables is correctly read from the backend secret, you can use <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">variables</span> <span class="pre">get</span></code>:</p> |
| <div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>airflow variables get first-variable |
| <span class="go">secret_content</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="clean-up"> |
| <h3>Clean up<a class="headerlink" href="#clean-up" title="Permalink to this heading">¶</a></h3> |
| <p>To avoid incurring charges to your Google Cloud account for the resources used in this guide, |
| delete secrets by running <code class="docutils literal notranslate"><span class="pre">gcloud</span> <span class="pre">beta</span> <span class="pre">secrets</span> <span class="pre">delete</span></code>:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>gcloud beta secrets delete airflow-connections-first-connection |
| gcloud beta secrets delete airflow-variables-first-variable |
| </pre></div> |
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