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| <blockquote> |
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| <div class="section" id="manage-dags-files"> |
| <h1>Manage DAGs files<a class="headerlink" href="#manage-dags-files" title="Permalink to this headline">¶</a></h1> |
| <p>When you create new or modify existing DAG files, it is necessary to deploy them into the environment. This section will describe some basic techniques you can use.</p> |
| <div class="section" id="bake-dags-in-docker-image"> |
| <h2>Bake DAGs in Docker image<a class="headerlink" href="#bake-dags-in-docker-image" title="Permalink to this headline">¶</a></h2> |
| <p>The recommended way to update your DAGs with this chart is to build a new docker image with the latest DAG code:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker build --tag <span class="s2">"my-company/airflow:8a0da78"</span> . -f - <span class="s"><<EOF</span> |
| <span class="s">FROM apache/airflow</span> |
| |
| <span class="s">COPY ./dags/ \${AIRFLOW_HOME}/dags/</span> |
| |
| <span class="s">EOF</span> |
| </pre></div> |
| </div> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>In airflow images prior to version 2.0.2, there was a bug that required you to use |
| a bit longer Dockerfile, to make sure the image remains OpenShift-compatible (i.e dag |
| has root group similarly as other files). In 2.0.2 this has been fixed.</p> |
| </div> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker build --tag <span class="s2">"my-company/airflow:8a0da78"</span> . -f - <span class="s"><<EOF</span> |
| <span class="s">FROM apache/airflow:2.0.2</span> |
| |
| <span class="s">USER root</span> |
| |
| <span class="s">COPY --chown=airflow:root ./dags/ \${AIRFLOW_HOME}/dags/</span> |
| |
| <span class="s">USER airflow</span> |
| |
| <span class="s">EOF</span> |
| </pre></div> |
| </div> |
| <p>Then publish it in the accessible registry:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker push my-company/airflow:8a0da78 |
| </pre></div> |
| </div> |
| <p>Finally, update the Airflow pods with that image:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set images.airflow.repository<span class="o">=</span>my-company/airflow <span class="se">\</span> |
| --set images.airflow.tag<span class="o">=</span>8a0da78 |
| </pre></div> |
| </div> |
| <p>If you are deploying an image with a constant tag, you need to make sure that the image is pulled every time.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set images.airflow.repository<span class="o">=</span>my-company/airflow <span class="se">\</span> |
| --set images.airflow.tag<span class="o">=</span>8a0da78 <span class="se">\</span> |
| --set images.airflow.pullPolicy<span class="o">=</span>Always |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="mounting-dags-using-git-sync-sidecar-with-persistence-enabled"> |
| <h2>Mounting DAGs using Git-Sync sidecar with Persistence enabled<a class="headerlink" href="#mounting-dags-using-git-sync-sidecar-with-persistence-enabled" title="Permalink to this headline">¶</a></h2> |
| <p>This option will use a Persistent Volume Claim with an access mode of <code class="docutils literal notranslate"><span class="pre">ReadWriteMany</span></code>. |
| The scheduler pod will sync DAGs from a git repository onto the PVC every configured number of |
| seconds. The other pods will read the synced DAGs. Not all volume plugins have support for |
| <code class="docutils literal notranslate"><span class="pre">ReadWriteMany</span></code> access mode. |
| Refer <a class="reference external" href="https://kubernetes.io/docs/concepts/storage/persistent-volumes/#access-modes">Persistent Volume Access Modes</a> |
| for details.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set dags.persistence.enabled<span class="o">=</span><span class="nb">true</span> <span class="se">\</span> |
| --set dags.gitSync.enabled<span class="o">=</span><span class="nb">true</span> |
| <span class="c1"># you can also override the other persistence or gitSync values</span> |
| <span class="c1"># by setting the dags.persistence.* and dags.gitSync.* values</span> |
| <span class="c1"># Please refer to values.yaml for details</span> |
| </pre></div> |
| </div> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set dags.persistence.enabled<span class="o">=</span><span class="nb">true</span> <span class="se">\</span> |
| --set dags.gitSync.enabled<span class="o">=</span><span class="nb">true</span> <span class="se">\</span> |
| <span class="c1"># you can also override the other persistence or gitSync values</span> |
| <span class="c1"># by setting the dags.persistence.* and dags.gitSync.* values</span> |
| <span class="c1"># Please refer to values.yaml for details</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="mounting-dags-using-git-sync-sidecar-without-persistence"> |
| <h2>Mounting DAGs using Git-Sync sidecar without Persistence<a class="headerlink" href="#mounting-dags-using-git-sync-sidecar-without-persistence" title="Permalink to this headline">¶</a></h2> |
| <p>This option will use an always running Git-Sync sidecar on every scheduler, webserver (if <code class="docutils literal notranslate"><span class="pre">airflowVersion</span> <span class="pre"><</span> <span class="pre">2.0.0</span></code>) |
| and worker pods. |
| The Git-Sync sidecar containers will sync DAGs from a git repository every configured number of |
| seconds. If you are using the <code class="docutils literal notranslate"><span class="pre">KubernetesExecutor</span></code>, Git-sync will run as an init container on your worker pods.</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set dags.persistence.enabled<span class="o">=</span><span class="nb">false</span> <span class="se">\</span> |
| --set dags.gitSync.enabled<span class="o">=</span><span class="nb">true</span> |
| <span class="c1"># you can also override the other gitSync values</span> |
| <span class="c1"># by setting the dags.gitSync.* values</span> |
| <span class="c1"># Refer values.yaml for details</span> |
| </pre></div> |
| </div> |
| <p>When using <code class="docutils literal notranslate"><span class="pre">apache-airflow>=2.0.0</span></code>, <a class="reference external" href="/docs/apache-airflow/stable/dag-serialization.html#dag-serialization" title="(in apache-airflow v2.2.0.dev0)"><span class="xref std std-ref">DAG Serialization</span></a> is enabled by default, |
| hence Webserver does not need access to DAG files, so <code class="docutils literal notranslate"><span class="pre">git-sync</span></code> sidecar is not run on Webserver.</p> |
| </div> |
| <div class="section" id="mounting-dags-from-an-externally-populated-pvc"> |
| <h2>Mounting DAGs from an externally populated PVC<a class="headerlink" href="#mounting-dags-from-an-externally-populated-pvc" title="Permalink to this headline">¶</a></h2> |
| <p>In this approach, Airflow will read the DAGs from a PVC which has <code class="docutils literal notranslate"><span class="pre">ReadOnlyMany</span></code> or <code class="docutils literal notranslate"><span class="pre">ReadWriteMany</span></code> access mode. You will have to ensure that the PVC is populated/updated with the required DAGs(this won’t be handled by the chart). You can pass in the name of the volume claim to the chart</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow <span class="se">\</span> |
| --set dags.persistence.enabled<span class="o">=</span><span class="nb">true</span> <span class="se">\</span> |
| --set dags.persistence.existingClaim<span class="o">=</span>my-volume-claim |
| --set dags.gitSync.enabled<span class="o">=</span><span class="nb">false</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="mounting-dags-from-a-private-github-repo-using-git-sync-sidecar"> |
| <h2>Mounting DAGs from a private Github repo using Git-Sync sidecar<a class="headerlink" href="#mounting-dags-from-a-private-github-repo-using-git-sync-sidecar" title="Permalink to this headline">¶</a></h2> |
| <p>Create a private repo on Github if you have not created one already.</p> |
| <p>Then create your ssh keys:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ssh-keygen -t rsa -b <span class="m">4096</span> -C <span class="s2">"your_email@example.com"</span> |
| </pre></div> |
| </div> |
| <p>Add the public key to your private repo (under <code class="docutils literal notranslate"><span class="pre">Settings</span> <span class="pre">></span> <span class="pre">Deploy</span> <span class="pre">keys</span></code>).</p> |
| <p>You have to convert the private ssh key to a base64 string. You can convert the private ssh key file like so:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>base64 <my-private-ssh-key> -w <span class="m">0</span> > temp.txt |
| </pre></div> |
| </div> |
| <p>Then copy the string from the <code class="docutils literal notranslate"><span class="pre">temp.txt</span></code> file. You’ll add it to your <code class="docutils literal notranslate"><span class="pre">override-values.yaml</span></code> next.</p> |
| <p>In this example, you will create a yaml file called <code class="docutils literal notranslate"><span class="pre">override-values.yaml</span></code> to override values in the |
| <code class="docutils literal notranslate"><span class="pre">values.yaml</span></code> file, instead of using <code class="docutils literal notranslate"><span class="pre">--set</span></code>:</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">enabled</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">true</span> |
| <span class="nt">repo</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">ssh://git@github.com/<username>/<private-repo-name>.git</span> |
| <span class="nt">branch</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain"><branch-name></span> |
| <span class="nt">subPath</span><span class="p">:</span> <span class="s">""</span> |
| <span class="nt">sshKeySecret</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">airflow-ssh-secret</span> |
| <span class="nt">extraSecrets</span><span class="p">:</span> |
| <span class="nt">airflow-ssh-secret</span><span class="p">:</span> |
| <span class="nt">data</span><span class="p">:</span> <span class="p p-Indicator">|</span> |
| <span class="no">gitSshKey: '<base64-converted-ssh-private-key>'</span> |
| </pre></div> |
| </div> |
| <p>Don’t forget to copy in your private key base64 string.</p> |
| <p>Finally, from the context of your Airflow Helm chart directory, you can install Airflow:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>helm upgrade --install airflow apache-airflow/airflow -f override-values.yaml |
| </pre></div> |
| </div> |
| <p>If you have done everything correctly, Git-Sync will pick up the changes you make to the DAGs |
| in your private Github repo.</p> |
| <p>You should take this a step further and set <code class="docutils literal notranslate"><span class="pre">dags.gitSync.knownHosts</span></code> so you are not susceptible to man-in-the-middle |
| attacks. This process is documented in the <a class="reference internal" href="production-guide.html#production-guide-knownhosts"><span class="std std-ref">production guide</span></a>.</p> |
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