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| <div class="section" id="kubernetespodoperator"> |
| <span id="howto-operator-kubernetespodoperator"></span><h1>KubernetesPodOperator<a class="headerlink" href="#kubernetespodoperator" title="Permalink to this headline">¶</a></h1> |
| <p>The <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> allows |
| you to create and run Pods on a Kubernetes cluster.</p> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>If you use <a class="reference external" href="https://cloud.google.com/kubernetes-engine/">Google Kubernetes Engine</a>, consider |
| using the |
| <a class="reference external" href="/docs/apache-airflow-providers-google/stable/operators/cloud/kubernetes_engine.html#howto-operator-gkestartpodoperator" title="(in apache-airflow-providers-google v6.5.0)"><span class="xref std std-ref">GKEStartPodOperator</span></a> operator as it |
| simplifies the Kubernetes authorization process.</p> |
| </div> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>The <a class="reference external" href="/docs/apache-airflow/stable/executor/kubernetes.html" title="(in apache-airflow v2.3.0.dev0)"><span class="xref std std-doc">Kubernetes executor</span></a> is <strong>not</strong> required to use this operator.</p> |
| </div> |
| <div class="section" id="how-does-this-operator-work"> |
| <h2>How does this operator work?<a class="headerlink" href="#how-does-this-operator-work" title="Permalink to this headline">¶</a></h2> |
| <p>The <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> uses the |
| Kubernetes API to launch a pod in a Kubernetes cluster. By supplying an |
| image URL and a command with optional arguments, the operator uses the Kube Python Client to generate a Kubernetes API |
| request that dynamically launches those individual pods. |
| Users can specify a kubeconfig file using the <code class="docutils literal notranslate"><span class="pre">config_file</span></code> parameter, otherwise the operator will default |
| to <code class="docutils literal notranslate"><span class="pre">~/.kube/config</span></code>.</p> |
| <p>The <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> enables task-level |
| resource configuration and is optimal for custom Python |
| dependencies that are not available through the public PyPI repository. It also allows users to supply a template |
| YAML file using the <code class="docutils literal notranslate"><span class="pre">pod_template_file</span></code> parameter. |
| Ultimately, it allows Airflow to act a job orchestrator - no matter the language those jobs are written in.</p> |
| </div> |
| <div class="section" id="debugging-kubernetespodoperator"> |
| <h2>Debugging KubernetesPodOperator<a class="headerlink" href="#debugging-kubernetespodoperator" title="Permalink to this headline">¶</a></h2> |
| <p>You can print out the Kubernetes manifest for the pod that would be created at runtime by calling |
| <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator.dry_run" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator.dry_run"><code class="xref py py-meth docutils literal notranslate"><span class="pre">dry_run()</span></code></a> on an instance of the operator.</p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">airflow.providers.cncf.kubernetes.operators.kubernetes_pod</span> <span class="kn">import</span> <span class="p">(</span> |
| <span class="n">KubernetesPodOperator</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">k</span> <span class="o">=</span> <span class="n">KubernetesPodOperator</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="s2">"hello-dry-run"</span><span class="p">,</span> |
| <span class="n">image</span><span class="o">=</span><span class="s2">"debian"</span><span class="p">,</span> |
| <span class="n">cmds</span><span class="o">=</span><span class="p">[</span><span class="s2">"bash"</span><span class="p">,</span> <span class="s2">"-cx"</span><span class="p">],</span> |
| <span class="n">arguments</span><span class="o">=</span><span class="p">[</span><span class="s2">"echo"</span><span class="p">,</span> <span class="s2">"10"</span><span class="p">],</span> |
| <span class="n">labels</span><span class="o">=</span><span class="p">{</span><span class="s2">"foo"</span><span class="p">:</span> <span class="s2">"bar"</span><span class="p">},</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"dry_run_demo"</span><span class="p">,</span> |
| <span class="n">do_xcom_push</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">k</span><span class="o">.</span><span class="n">dry_run</span><span class="p">()</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="how-to-use-cluster-configmaps-secrets-and-volumes-with-pod"> |
| <h2>How to use cluster ConfigMaps, Secrets, and Volumes with Pod?<a class="headerlink" href="#how-to-use-cluster-configmaps-secrets-and-volumes-with-pod" title="Permalink to this headline">¶</a></h2> |
| <p>To add ConfigMaps, Volumes, and other Kubernetes native objects, we recommend that you import the Kubernetes model API |
| like this:</p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">kubernetes.client</span> <span class="kn">import</span> <span class="n">models</span> <span class="k">as</span> <span class="n">k8s</span> |
| </pre></div> |
| </div> |
| <p>With this API object, you can have access to all Kubernetes API objects in the form of python classes. |
| Using this method will ensure correctness |
| and type safety. While we have removed almost all Kubernetes convenience classes, we have kept the |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">Secret</span></code> class to simplify the process of generating secret volumes/env variables.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.py</span><a class="example-header-button viewcode-button reference internal" href="_modules/airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">secret_file</span> <span class="o">=</span> <span class="n">Secret</span><span class="p">(</span><span class="s1">'volume'</span><span class="p">,</span> <span class="s1">'/etc/sql_conn'</span><span class="p">,</span> <span class="s1">'airflow-secrets'</span><span class="p">,</span> <span class="s1">'sql_alchemy_conn'</span><span class="p">)</span> |
| <span class="n">secret_env</span> <span class="o">=</span> <span class="n">Secret</span><span class="p">(</span><span class="s1">'env'</span><span class="p">,</span> <span class="s1">'SQL_CONN'</span><span class="p">,</span> <span class="s1">'airflow-secrets'</span><span class="p">,</span> <span class="s1">'sql_alchemy_conn'</span><span class="p">)</span> |
| <span class="n">secret_all_keys</span> <span class="o">=</span> <span class="n">Secret</span><span class="p">(</span><span class="s1">'env'</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="s1">'airflow-secrets-2'</span><span class="p">)</span> |
| <span class="n">volume_mount</span> <span class="o">=</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1VolumeMount</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="s1">'test-volume'</span><span class="p">,</span> <span class="n">mount_path</span><span class="o">=</span><span class="s1">'/root/mount_file'</span><span class="p">,</span> <span class="n">sub_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">read_only</span><span class="o">=</span><span class="kc">True</span> |
| <span class="p">)</span> |
| |
| <span class="n">configmaps</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1EnvFromSource</span><span class="p">(</span><span class="n">config_map_ref</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1ConfigMapEnvSource</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'test-configmap-1'</span><span class="p">)),</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1EnvFromSource</span><span class="p">(</span><span class="n">config_map_ref</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1ConfigMapEnvSource</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'test-configmap-2'</span><span class="p">)),</span> |
| <span class="p">]</span> |
| |
| <span class="n">volume</span> <span class="o">=</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1Volume</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="s1">'test-volume'</span><span class="p">,</span> |
| <span class="n">persistent_volume_claim</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1PersistentVolumeClaimVolumeSource</span><span class="p">(</span><span class="n">claim_name</span><span class="o">=</span><span class="s1">'test-volume'</span><span class="p">),</span> |
| <span class="p">)</span> |
| |
| <span class="n">port</span> <span class="o">=</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1ContainerPort</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'http'</span><span class="p">,</span> <span class="n">container_port</span><span class="o">=</span><span class="mi">80</span><span class="p">)</span> |
| |
| <span class="n">init_container_volume_mounts</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1VolumeMount</span><span class="p">(</span><span class="n">mount_path</span><span class="o">=</span><span class="s1">'/etc/foo'</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">'test-volume'</span><span class="p">,</span> <span class="n">sub_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">read_only</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> |
| <span class="p">]</span> |
| |
| <span class="n">init_environments</span> <span class="o">=</span> <span class="p">[</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1EnvVar</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'key1'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="s1">'value1'</span><span class="p">),</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1EnvVar</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'key2'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="s1">'value2'</span><span class="p">)]</span> |
| |
| <span class="n">init_container</span> <span class="o">=</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1Container</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="s2">"init-container"</span><span class="p">,</span> |
| <span class="n">image</span><span class="o">=</span><span class="s2">"ubuntu:16.04"</span><span class="p">,</span> |
| <span class="n">env</span><span class="o">=</span><span class="n">init_environments</span><span class="p">,</span> |
| <span class="n">volume_mounts</span><span class="o">=</span><span class="n">init_container_volume_mounts</span><span class="p">,</span> |
| <span class="n">command</span><span class="o">=</span><span class="p">[</span><span class="s2">"bash"</span><span class="p">,</span> <span class="s2">"-cx"</span><span class="p">],</span> |
| <span class="n">args</span><span class="o">=</span><span class="p">[</span><span class="s2">"echo 10"</span><span class="p">],</span> |
| <span class="p">)</span> |
| |
| <span class="n">affinity</span> <span class="o">=</span> <span class="n">k8s</span><span class="o">.</span><span class="n">V1Affinity</span><span class="p">(</span> |
| <span class="n">node_affinity</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1NodeAffinity</span><span class="p">(</span> |
| <span class="n">preferred_during_scheduling_ignored_during_execution</span><span class="o">=</span><span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1PreferredSchedulingTerm</span><span class="p">(</span> |
| <span class="n">weight</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> |
| <span class="n">preference</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1NodeSelectorTerm</span><span class="p">(</span> |
| <span class="n">match_expressions</span><span class="o">=</span><span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1NodeSelectorRequirement</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s2">"disktype"</span><span class="p">,</span> <span class="n">operator</span><span class="o">=</span><span class="s2">"In"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="p">[</span><span class="s2">"ssd"</span><span class="p">])</span> |
| <span class="p">]</span> |
| <span class="p">),</span> |
| <span class="p">)</span> |
| <span class="p">]</span> |
| <span class="p">),</span> |
| <span class="n">pod_affinity</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1PodAffinity</span><span class="p">(</span> |
| <span class="n">required_during_scheduling_ignored_during_execution</span><span class="o">=</span><span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1WeightedPodAffinityTerm</span><span class="p">(</span> |
| <span class="n">weight</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> |
| <span class="n">pod_affinity_term</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1PodAffinityTerm</span><span class="p">(</span> |
| <span class="n">label_selector</span><span class="o">=</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1LabelSelector</span><span class="p">(</span> |
| <span class="n">match_expressions</span><span class="o">=</span><span class="p">[</span> |
| <span class="n">k8s</span><span class="o">.</span><span class="n">V1LabelSelectorRequirement</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s2">"security"</span><span class="p">,</span> <span class="n">operator</span><span class="o">=</span><span class="s2">"In"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="s2">"S1"</span><span class="p">)</span> |
| <span class="p">]</span> |
| <span class="p">),</span> |
| <span class="n">topology_key</span><span class="o">=</span><span class="s2">"failure-domain.beta.kubernetes.io/zone"</span><span class="p">,</span> |
| <span class="p">),</span> |
| <span class="p">)</span> |
| <span class="p">]</span> |
| <span class="p">),</span> |
| <span class="p">)</span> |
| |
| <span class="n">tolerations</span> <span class="o">=</span> <span class="p">[</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1Toleration</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s2">"key"</span><span class="p">,</span> <span class="n">operator</span><span class="o">=</span><span class="s2">"Equal"</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="s2">"value"</span><span class="p">)]</span> |
| |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="difference-between-kubernetespodoperator-and-kubernetes-object-spec"> |
| <h2>Difference between <code class="docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code> and Kubernetes object spec<a class="headerlink" href="#difference-between-kubernetespodoperator-and-kubernetes-object-spec" title="Permalink to this headline">¶</a></h2> |
| <p>The <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> can be considered |
| a substitute for a Kubernetes object spec definition that is able |
| to be run in the Airflow scheduler in the DAG context. If using the operator, there is no need to create the |
| equivalent YAML/JSON object spec for the Pod you would like to run. |
| The YAML file can still be provided with the <code class="docutils literal notranslate"><span class="pre">pod_template_file</span></code> or even the Pod Spec constructed in Python via |
| the <code class="docutils literal notranslate"><span class="pre">full_pod_spec</span></code> parameter which requires a Kubernetes <code class="docutils literal notranslate"><span class="pre">V1Pod</span></code>.</p> |
| </div> |
| <div class="section" id="how-to-use-private-images-container-registry"> |
| <h2>How to use private images (container registry)?<a class="headerlink" href="#how-to-use-private-images-container-registry" title="Permalink to this headline">¶</a></h2> |
| <p>By default, the <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> will |
| look for images hosted publicly on Dockerhub. |
| To pull images from a private registry (such as ECR, GCR, Quay, or others), you must create a |
| Kubernetes Secret that represents the credentials for accessing images from the private registry that is ultimately |
| specified in the <code class="docutils literal notranslate"><span class="pre">image_pull_secrets</span></code> parameter.</p> |
| <p>Create the Secret using <code class="docutils literal notranslate"><span class="pre">kubectl</span></code>:</p> |
| <div class="highlight-none notranslate"><div class="highlight"><pre><span></span>kubectl create secret docker-registry testquay \ |
| --docker-server=quay.io \ |
| --docker-username=<Profile name> \ |
| --docker-password=<password> |
| </pre></div> |
| </div> |
| <p>Then use it in your pod like so:</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.py</span><a class="example-header-button viewcode-button reference internal" href="_modules/airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">quay_k8s</span> <span class="o">=</span> <span class="n">KubernetesPodOperator</span><span class="p">(</span> |
| <span class="n">namespace</span><span class="o">=</span><span class="s1">'default'</span><span class="p">,</span> |
| <span class="n">image</span><span class="o">=</span><span class="s1">'quay.io/apache/bash'</span><span class="p">,</span> |
| <span class="n">image_pull_secrets</span><span class="o">=</span><span class="p">[</span><span class="n">k8s</span><span class="o">.</span><span class="n">V1LocalObjectReference</span><span class="p">(</span><span class="s1">'testquay'</span><span class="p">)],</span> |
| <span class="n">cmds</span><span class="o">=</span><span class="p">[</span><span class="s2">"bash"</span><span class="p">,</span> <span class="s2">"-cx"</span><span class="p">],</span> |
| <span class="n">arguments</span><span class="o">=</span><span class="p">[</span><span class="s2">"echo"</span><span class="p">,</span> <span class="s2">"10"</span><span class="p">,</span> <span class="s2">"echo pwd"</span><span class="p">],</span> |
| <span class="n">labels</span><span class="o">=</span><span class="p">{</span><span class="s2">"foo"</span><span class="p">:</span> <span class="s2">"bar"</span><span class="p">},</span> |
| <span class="n">name</span><span class="o">=</span><span class="s2">"airflow-private-image-pod"</span><span class="p">,</span> |
| <span class="n">is_delete_operator_pod</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">in_cluster</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"task-two"</span><span class="p">,</span> |
| <span class="n">get_logs</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="how-does-xcom-work"> |
| <h2>How does XCom work?<a class="headerlink" href="#how-does-xcom-work" title="Permalink to this headline">¶</a></h2> |
| <p>The <a class="reference internal" href="_api/airflow/providers/cncf/kubernetes/operators/kubernetes_pod/index.html#airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator" title="airflow.providers.cncf.kubernetes.operators.kubernetes_pod.KubernetesPodOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code></a> handles |
| XCom values differently than other operators. In order to pass a XCom value |
| from your Pod you must specify the <code class="docutils literal notranslate"><span class="pre">do_xcom_push</span></code> as <code class="docutils literal notranslate"><span class="pre">True</span></code>. This will create a sidecar container that runs |
| alongside the Pod. The Pod must write the XCom value into this location at the <code class="docutils literal notranslate"><span class="pre">/airflow/xcom/return.json</span></code> path.</p> |
| <p>See the following example on how this occurs:</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.py</span><a class="example-header-button viewcode-button reference internal" href="_modules/airflow/providers/cncf/kubernetes/example_dags/example_kubernetes.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">write_xcom</span> <span class="o">=</span> <span class="n">KubernetesPodOperator</span><span class="p">(</span> |
| <span class="n">namespace</span><span class="o">=</span><span class="s1">'default'</span><span class="p">,</span> |
| <span class="n">image</span><span class="o">=</span><span class="s1">'alpine'</span><span class="p">,</span> |
| <span class="n">cmds</span><span class="o">=</span><span class="p">[</span><span class="s2">"sh"</span><span class="p">,</span> <span class="s2">"-c"</span><span class="p">,</span> <span class="s2">"mkdir -p /airflow/xcom/;echo '[1,2,3,4]' > /airflow/xcom/return.json"</span><span class="p">],</span> |
| <span class="n">name</span><span class="o">=</span><span class="s2">"write-xcom"</span><span class="p">,</span> |
| <span class="n">do_xcom_push</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">is_delete_operator_pod</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">in_cluster</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"write-xcom"</span><span class="p">,</span> |
| <span class="n">get_logs</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">pod_task_xcom_result</span> <span class="o">=</span> <span class="n">BashOperator</span><span class="p">(</span> |
| <span class="n">bash_command</span><span class="o">=</span><span class="s2">"echo </span><span class="se">\"</span><span class="s2">{{ task_instance.xcom_pull('write-xcom')[0] }}</span><span class="se">\"</span><span class="s2">"</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"pod_task_xcom_result"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>XCOMs will be pushed only for tasks marked as <code class="docutils literal notranslate"><span class="pre">State.SUCCESS</span></code>.</p> |
| </div> |
| </div> |
| <div class="section" id="reference"> |
| <h2>Reference<a class="headerlink" href="#reference" title="Permalink to this headline">¶</a></h2> |
| <p>For further information, look at:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://kubernetes.io/docs/home/">Kubernetes Documentation</a></p></li> |
| <li><p><a class="reference external" href="https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/">Pull an Image from a Private Registry</a></p></li> |
| </ul> |
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| <li><a class="reference internal" href="#how-does-this-operator-work">How does this operator work?</a></li> |
| <li><a class="reference internal" href="#debugging-kubernetespodoperator">Debugging KubernetesPodOperator</a></li> |
| <li><a class="reference internal" href="#how-to-use-cluster-configmaps-secrets-and-volumes-with-pod">How to use cluster ConfigMaps, Secrets, and Volumes with Pod?</a></li> |
| <li><a class="reference internal" href="#difference-between-kubernetespodoperator-and-kubernetes-object-spec">Difference between <code class="docutils literal notranslate"><span class="pre">KubernetesPodOperator</span></code> and Kubernetes object spec</a></li> |
| <li><a class="reference internal" href="#how-to-use-private-images-container-registry">How to use private images (container registry)?</a></li> |
| <li><a class="reference internal" href="#how-does-xcom-work">How does XCom work?</a></li> |
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