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| <div class="section" id="production-guide"> |
| <h1>Production Guide<a class="headerlink" href="#production-guide" title="Permalink to this headline">¶</a></h1> |
| <p>The following are things to consider when using this Helm chart in a production environment.</p> |
| <div class="section" id="database"> |
| <h2>Database<a class="headerlink" href="#database" title="Permalink to this headline">¶</a></h2> |
| <p>You will want to use an external database instead of the one deployed with the chart by default. |
| Both <strong>PostgreSQL</strong> and <strong>MySQL</strong> are supported. Supported versions can be |
| found on the <a class="reference external" href="/docs/apache-airflow/stable/howto/set-up-database.html" title="(in apache-airflow v2.2.2)"><span class="xref std std-doc">Set up a Database Backend</span></a> page.</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="c1"># Don't deploy postgres</span> |
| <span class="nt">postgresql</span><span class="p">:</span> |
| <span class="nt">enabled</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">false</span> |
| |
| <span class="c1"># Use an external database</span> |
| <span class="nt">data</span><span class="p">:</span> |
| <span class="nt">metadataConnection</span><span class="p">:</span> |
| <span class="nt">user</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| <span class="nt">pass</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| <span class="nt">protocol</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">postgresql</span> <span class="c1"># or 'mysql'</span> |
| <span class="nt">host</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| <span class="nt">port</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| <span class="nt">db</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="pgbouncer"> |
| <span id="production-guide-pgbouncer"></span><h2>PgBouncer<a class="headerlink" href="#pgbouncer" title="Permalink to this headline">¶</a></h2> |
| <p>If you are using PostgreSQL as your database, you will likely want to enable <a class="reference external" href="https://www.pgbouncer.org/">PgBouncer</a> as well. |
| Airflow can open a lot of database connections due to its distributed nature and using a connection pooler can significantly |
| reduce the number of open connections on the database.</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">pgbouncer</span><span class="p">:</span> |
| <span class="nt">enabled</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">true</span> |
| </pre></div> |
| </div> |
| <p>Depending on the size of you Airflow instance, you may want to adjust the following as well (defaults are shown):</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">pgbouncer</span><span class="p">:</span> |
| <span class="c1"># The maximum number of connections to PgBouncer</span> |
| <span class="nt">maxClientConn</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">100</span> |
| <span class="c1"># The maximum number of server connections to the metadata database from PgBouncer</span> |
| <span class="nt">metadataPoolSize</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">10</span> |
| <span class="c1"># The maximum number of server connections to the result backend database from PgBouncer</span> |
| <span class="nt">resultBackendPoolSize</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">5</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="webserver-secret-key"> |
| <h2>Webserver Secret Key<a class="headerlink" href="#webserver-secret-key" title="Permalink to this headline">¶</a></h2> |
| <p>You should set a static webserver secret key when deploying with this chart as it will help ensure |
| your Airflow components only restart when necessary.</p> |
| <div class="admonition warning"> |
| <p class="admonition-title">Warning</p> |
| <p>You should use a different secret key for every instance you run, as this key is used to sign |
| session cookies and perform other security related functions!</p> |
| </div> |
| <p>First, generate a strong secret key:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python3 -c <span class="s1">'import secrets; print(secrets.token_hex(16))'</span> |
| </pre></div> |
| </div> |
| <p>Now add the secret to your values file:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">webserverSecretKey</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain"><secret_key></span> |
| </pre></div> |
| </div> |
| <p>Alternatively, create a kubernetes Secret and use <code class="docutils literal notranslate"><span class="pre">webserverSecretKeySecretName</span></code>:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">webserverSecretKeySecretName</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">my-webserver-secret</span> |
| <span class="c1"># where the random key is under `webserver-secret-key` in the k8s Secret</span> |
| </pre></div> |
| </div> |
| <p>Example to create a kubernetes Secret from <code class="docutils literal notranslate"><span class="pre">kubectl</span></code>:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>kubectl create secret generic my-webserver-secret --from-literal<span class="o">=</span><span class="s2">"webserver-secret-key=</span><span class="k">$(</span>python3 -c <span class="s1">'import secrets; print(secrets.token_hex(16))'</span><span class="k">)</span><span class="s2">"</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="extending-and-customizing-airflow-image"> |
| <h2>Extending and customizing Airflow Image<a class="headerlink" href="#extending-and-customizing-airflow-image" title="Permalink to this headline">¶</a></h2> |
| <p>The Apache Airflow community, releases Docker Images which are <code class="docutils literal notranslate"><span class="pre">reference</span> <span class="pre">images</span></code> for Apache Airflow. |
| However, Airflow has more than 60 community managed providers (installable via extras) and some of the |
| default extras/providers installed are not used by everyone, sometimes others extras/providers |
| are needed, sometimes (very often actually) you need to add your own custom dependencies, |
| packages or even custom providers, or add custom tools and binaries that are needed in |
| your deployment.</p> |
| <p>In Kubernetes and Docker terms this means that you need another image with your specific requirements. |
| This is why you should learn how to build your own <code class="docutils literal notranslate"><span class="pre">Docker</span></code> (or more properly <code class="docutils literal notranslate"><span class="pre">Container</span></code>) image.</p> |
| <p>Typical scenarios where you would like to use your custom image:</p> |
| <ul class="simple"> |
| <li><p>Adding <code class="docutils literal notranslate"><span class="pre">apt</span></code> packages</p></li> |
| <li><p>Adding <code class="docutils literal notranslate"><span class="pre">PyPI</span></code> packages</p></li> |
| <li><p>Adding binary resources necessary for your deployment</p></li> |
| <li><p>Adding custom tools needed in your deployment</p></li> |
| </ul> |
| <p>See <a class="reference external" href="https://airflow.apache.org/docs/docker-stack/build.html">Building the image</a> for more |
| details on how you can extend and customize the Airflow image.</p> |
| </div> |
| <div class="section" id="managing-dag-files"> |
| <h2>Managing DAG Files<a class="headerlink" href="#managing-dag-files" title="Permalink to this headline">¶</a></h2> |
| <p>See <a class="reference internal" href="manage-dags-files.html"><span class="doc">Manage DAGs files</span></a>.</p> |
| <div class="section" id="knownhosts"> |
| <span id="production-guide-knownhosts"></span><h3>knownHosts<a class="headerlink" href="#knownhosts" title="Permalink to this headline">¶</a></h3> |
| <p>If you are using <code class="docutils literal notranslate"><span class="pre">dags.gitSync.sshKeySecret</span></code>, you should also set <code class="docutils literal notranslate"><span class="pre">dags.gitSync.knownHosts</span></code>. Here we will show the process |
| for GitHub, but the same can be done for any provider:</p> |
| <p>Grab GitHub’s public key:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ssh-keyscan -t rsa github.com > github_public_key |
| </pre></div> |
| </div> |
| <p>Next, print the fingerprint for the public key:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ssh-keygen -lf github_public_key |
| </pre></div> |
| </div> |
| <p>Compare that output with <a class="reference external" href="https://docs.github.com/en/github/authenticating-to-github/githubs-ssh-key-fingerprints">GitHub’s SSH key fingerprints</a>.</p> |
| <p>They match, right? Good. Now, add the public key to your values. It’ll look something like this:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">dags</span><span class="p">:</span> |
| <span class="nt">gitSync</span><span class="p">:</span> |
| <span class="nt">knownHosts</span><span class="p">:</span> <span class="p p-Indicator">|</span> |
| <span class="no">github.com ssh-rsa AAAA...FAaQ==</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="accessing-the-airflow-ui"> |
| <h2>Accessing the Airflow UI<a class="headerlink" href="#accessing-the-airflow-ui" title="Permalink to this headline">¶</a></h2> |
| <p>How you access the Airflow UI will depend on your environment, however the chart does support various options:</p> |
| <div class="section" id="ingress"> |
| <h3>Ingress<a class="headerlink" href="#ingress" title="Permalink to this headline">¶</a></h3> |
| <p>You can create and configure <code class="docutils literal notranslate"><span class="pre">Ingress</span></code> objects. See the <a class="reference internal" href="parameters-ref.html#parameters-ingress"><span class="std std-ref">Ingress chart parameters</span></a>. |
| For more information on <code class="docutils literal notranslate"><span class="pre">Ingress</span></code>, see the |
| <a class="reference external" href="https://kubernetes.io/docs/concepts/services-networking/ingress/">Kubernetes Ingress documentation</a>.</p> |
| </div> |
| <div class="section" id="loadbalancer-service"> |
| <h3>LoadBalancer Service<a class="headerlink" href="#loadbalancer-service" title="Permalink to this headline">¶</a></h3> |
| <p>You can change the Service type for the webserver to be <code class="docutils literal notranslate"><span class="pre">LoadBalancer</span></code>, and set any necessary annotations:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">webserver</span><span class="p">:</span> |
| <span class="nt">service</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">LoadBalancer</span> |
| <span class="nt">annotations</span><span class="p">:</span> <span class="p p-Indicator">{}</span> |
| </pre></div> |
| </div> |
| <p>For more information on <code class="docutils literal notranslate"><span class="pre">LoadBalancer</span></code> Services, see the <a class="reference external" href="https://kubernetes.io/docs/concepts/services-networking/service/#loadbalancer">Kubernetes LoadBalancer Service Documentation</a>.</p> |
| </div> |
| </div> |
| <div class="section" id="logging"> |
| <h2>Logging<a class="headerlink" href="#logging" title="Permalink to this headline">¶</a></h2> |
| <p>Depending on your choice of executor, task logs may not work out of the box. All logging choices can be found |
| at <a class="reference internal" href="manage-logs.html"><span class="doc">Manage logs</span></a>.</p> |
| </div> |
| <div class="section" id="metrics"> |
| <h2>Metrics<a class="headerlink" href="#metrics" title="Permalink to this headline">¶</a></h2> |
| <p>The chart can support sending metrics to an existing StatsD instance or provide a Prometheus endpoint.</p> |
| <div class="section" id="prometheus"> |
| <h3>Prometheus<a class="headerlink" href="#prometheus" title="Permalink to this headline">¶</a></h3> |
| <p>The metrics endpoint is available at <code class="docutils literal notranslate"><span class="pre">svc/{{</span> <span class="pre">.Release.Name</span> <span class="pre">}}-statsd:9102/metrics</span></code>.</p> |
| </div> |
| <div class="section" id="external-statsd"> |
| <h3>External StatsD<a class="headerlink" href="#external-statsd" title="Permalink to this headline">¶</a></h3> |
| <p>To use an external StatsD instance:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">statsd</span><span class="p">:</span> |
| <span class="nt">enabled</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">false</span> |
| <span class="nt">config</span><span class="p">:</span> |
| <span class="nt">metrics</span><span class="p">:</span> <span class="c1"># or 'scheduler' for Airflow 1</span> |
| <span class="nt">statsd_on</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">true</span> |
| <span class="nt">statsd_host</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| <span class="nt">statsd_port</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">...</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="celery-backend"> |
| <h2>Celery Backend<a class="headerlink" href="#celery-backend" title="Permalink to this headline">¶</a></h2> |
| <p>If you are using <code class="docutils literal notranslate"><span class="pre">CeleryExecutor</span></code> or <code class="docutils literal notranslate"><span class="pre">CeleryKubernetesExecutor</span></code>, you can bring your own Celery backend.</p> |
| <p>By default, the chart will deploy Redis. However, you can use any supported Celery backend instead:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">redis</span><span class="p">:</span> |
| <span class="nt">enabled</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">false</span> |
| <span class="nt">data</span><span class="p">:</span> |
| <span class="nt">brokerUrl</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">redis://redis-user:password@redis-host:6379/0</span> |
| </pre></div> |
| </div> |
| <p>For more information about setting up a Celery broker, refer to the |
| exhaustive <a class="reference external" href="http://docs.celeryproject.org/en/latest/getting-started/">Celery documentation on the topic</a>.</p> |
| </div> |
| <div class="section" id="security-context-constraints"> |
| <h2>Security Context Constraints<a class="headerlink" href="#security-context-constraints" title="Permalink to this headline">¶</a></h2> |
| <p>A <code class="docutils literal notranslate"><span class="pre">Security</span> <span class="pre">Context</span> <span class="pre">Constraint</span></code> (SCC) is a OpenShift construct that works as a RBAC rule however it targets Pods instead of users. |
| When defining a SCC, one can control actions and resources a POD can perform or access during startup and runtime.</p> |
| <p>The SCCs are split into different levels or categories with the <code class="docutils literal notranslate"><span class="pre">restricted</span></code> SCC being the default one assigned to Pods. |
| When deploying Airflow to OpenShift, one can leverage the SCCs and allow the Pods to start containers utilizing the <code class="docutils literal notranslate"><span class="pre">anyuid</span></code> SCC.</p> |
| <p>In order to enable the usage of SCCs, one must set the parameter <a class="reference internal" href="parameters-ref.html#parameters-kubernetes"><span class="std std-ref">rbac.createSCCRoleBinding</span></a> to <code class="docutils literal notranslate"><span class="pre">true</span></code> as shown below:</p> |
| <div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">rbac</span><span class="p">:</span> |
| <span class="nt">create</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">true</span> |
| <span class="nt">createSCCRoleBinding</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">true</span> |
| </pre></div> |
| </div> |
| <p>In this chart, SCCs are bound to the Pods via RoleBindings meaning that the option <code class="docutils literal notranslate"><span class="pre">rbac.create</span></code> must also be set to <code class="docutils literal notranslate"><span class="pre">true</span></code> in order to fully enable the SCC usage.</p> |
| <p>For more information about SCCs and what can be achieved with this construct, please refer to <a class="reference external" href="https://docs.openshift.com/container-platform/latest/authentication/managing-security-context-constraints.html#scc-prioritization_configuring-internal-oauth/">Managing security context constraints</a>.</p> |
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