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| <h1>Source code for airflow.contrib.operators.kubernetes_pod_operator</h1><div class="highlight"><pre> |
| <span></span><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "License"); you may not use this file except in compliance</span> |
| <span class="c1"># with the License. You may obtain a copy of the License at</span> |
| <span class="c1">#</span> |
| <span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span> |
| <span class="c1">#</span> |
| <span class="c1"># Unless required by applicable law or agreed to in writing,</span> |
| <span class="c1"># software distributed under the License is distributed on an</span> |
| <span class="c1"># "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span> |
| <span class="c1"># KIND, either express or implied. See the License for the</span> |
| <span class="c1"># specific language governing permissions and limitations</span> |
| <span class="c1"># under the License.</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="k">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="k">import</span> <span class="n">BaseOperator</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="k">import</span> <span class="n">apply_defaults</span> |
| <span class="kn">from</span> <span class="nn">airflow.contrib.kubernetes</span> <span class="k">import</span> <span class="n">kube_client</span><span class="p">,</span> <span class="n">pod_generator</span><span class="p">,</span> <span class="n">pod_launcher</span> |
| <span class="kn">from</span> <span class="nn">airflow.contrib.kubernetes.pod</span> <span class="k">import</span> <span class="n">Resources</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.state</span> <span class="k">import</span> <span class="n">State</span> |
| <span class="kn">from</span> <span class="nn">airflow.contrib.kubernetes.volume_mount</span> <span class="k">import</span> <span class="n">VolumeMount</span> <span class="c1"># noqa</span> |
| <span class="kn">from</span> <span class="nn">airflow.contrib.kubernetes.volume</span> <span class="k">import</span> <span class="n">Volume</span> <span class="c1"># noqa</span> |
| <span class="kn">from</span> <span class="nn">airflow.contrib.kubernetes.secret</span> <span class="k">import</span> <span class="n">Secret</span> <span class="c1"># noqa</span> |
| |
| <span class="n">template_fields</span> <span class="o">=</span> <span class="p">(</span><span class="s1">'templates_dict'</span><span class="p">,)</span> |
| <span class="n">template_ext</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">()</span> |
| <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#ffefeb'</span> |
| |
| |
| <div class="viewcode-block" id="KubernetesPodOperator"><a class="viewcode-back" href="../../../../kubernetes.html#airflow.contrib.operators.kubernetes_pod_operator.KubernetesPodOperator">[docs]</a><span class="k">class</span> <span class="nc">KubernetesPodOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Execute a task in a Kubernetes Pod</span> |
| |
| <span class="sd"> :param image: Docker image you wish to launch. Defaults to dockerhub.io,</span> |
| <span class="sd"> but fully qualified URLS will point to custom repositories</span> |
| <span class="sd"> :type image: str</span> |
| <span class="sd"> :param: namespace: the namespace to run within kubernetes</span> |
| <span class="sd"> :type: namespace: str</span> |
| <span class="sd"> :param cmds: entrypoint of the container. (templated)</span> |
| <span class="sd"> The docker images's entrypoint is used if this is not provide.</span> |
| <span class="sd"> :type cmds: list of str</span> |
| <span class="sd"> :param arguments: arguments of to the entrypoint. (templated)</span> |
| <span class="sd"> The docker image's CMD is used if this is not provided.</span> |
| <span class="sd"> :type arguments: list of str</span> |
| <span class="sd"> :param image_pull_policy: Specify a policy to cache or always pull an image</span> |
| <span class="sd"> :type image_pull_policy: str</span> |
| <span class="sd"> :param image_pull_secrets: Any image pull secrets to be given to the pod.</span> |
| <span class="sd"> If more than one secret is required, provide a</span> |
| <span class="sd"> comma separated list: secret_a,secret_b</span> |
| <span class="sd"> :type image_pull_secrets: str</span> |
| <span class="sd"> :param volume_mounts: volumeMounts for launched pod</span> |
| <span class="sd"> :type volume_mounts: list of VolumeMount</span> |
| <span class="sd"> :param volumes: volumes for launched pod. Includes ConfigMaps and PersistentVolumes</span> |
| <span class="sd"> :type volumes: list of Volume</span> |
| <span class="sd"> :param labels: labels to apply to the Pod</span> |
| <span class="sd"> :type labels: dict</span> |
| <span class="sd"> :param startup_timeout_seconds: timeout in seconds to startup the pod</span> |
| <span class="sd"> :type startup_timeout_seconds: int</span> |
| <span class="sd"> :param name: name of the task you want to run,</span> |
| <span class="sd"> will be used to generate a pod id</span> |
| <span class="sd"> :type name: str</span> |
| <span class="sd"> :param env_vars: Environment variables initialized in the container. (templated)</span> |
| <span class="sd"> :type env_vars: dict</span> |
| <span class="sd"> :param secrets: Kubernetes secrets to inject in the container,</span> |
| <span class="sd"> They can be exposed as environment vars or files in a volume.</span> |
| <span class="sd"> :type secrets: list of Secret</span> |
| <span class="sd"> :param in_cluster: run kubernetes client with in_cluster configuration</span> |
| <span class="sd"> :type in_cluster: bool</span> |
| <span class="sd"> :param cluster_context: context that points to kubernetes cluster.</span> |
| <span class="sd"> Ignored when in_cluster is True. If None, current-context is used.</span> |
| <span class="sd"> :type cluster_context: string</span> |
| <span class="sd"> :param get_logs: get the stdout of the container as logs of the tasks</span> |
| <span class="sd"> :type get_logs: bool</span> |
| <span class="sd"> :param affinity: A dict containing a group of affinity scheduling rules</span> |
| <span class="sd"> :type affinity: dict</span> |
| <span class="sd"> :param node_selectors: A dict containing a group of scheduling rules</span> |
| <span class="sd"> :type node_selectors: dict</span> |
| <span class="sd"> :param config_file: The path to the Kubernetes config file</span> |
| <span class="sd"> :type config_file: str</span> |
| <span class="sd"> :param xcom_push: If xcom_push is True, the content of the file</span> |
| <span class="sd"> /airflow/xcom/return.json in the container will also be pushed to an</span> |
| <span class="sd"> XCom when the container completes.</span> |
| <span class="sd"> :type xcom_push: bool</span> |
| <span class="sd"> :param hostnetwork: If True enable host networking on the pod</span> |
| <span class="sd"> :type hostnetwork: bool</span> |
| <span class="sd"> :param tolerations: A list of kubernetes tolerations</span> |
| <span class="sd"> :type tolerations: list tolerations</span> |
| <span class="sd"> """</span> |
| <span class="n">template_fields</span> <span class="o">=</span> <span class="p">(</span><span class="s1">'cmds'</span><span class="p">,</span> <span class="s1">'arguments'</span><span class="p">,</span> <span class="s1">'env_vars'</span><span class="p">,</span> <span class="s1">'config_file'</span><span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">):</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="n">kube_client</span><span class="o">.</span><span class="n">get_kube_client</span><span class="p">(</span><span class="n">in_cluster</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">in_cluster</span><span class="p">,</span> |
| <span class="n">cluster_context</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_context</span><span class="p">,</span> |
| <span class="n">config_file</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config_file</span><span class="p">)</span> |
| <span class="n">gen</span> <span class="o">=</span> <span class="n">pod_generator</span><span class="o">.</span><span class="n">PodGenerator</span><span class="p">()</span> |
| |
| <span class="k">for</span> <span class="n">mount</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">volume_mounts</span><span class="p">:</span> |
| <span class="n">gen</span><span class="o">.</span><span class="n">add_mount</span><span class="p">(</span><span class="n">mount</span><span class="p">)</span> |
| <span class="k">for</span> <span class="n">volume</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">volumes</span><span class="p">:</span> |
| <span class="n">gen</span><span class="o">.</span><span class="n">add_volume</span><span class="p">(</span><span class="n">volume</span><span class="p">)</span> |
| |
| <span class="n">pod</span> <span class="o">=</span> <span class="n">gen</span><span class="o">.</span><span class="n">make_pod</span><span class="p">(</span> |
| <span class="n">namespace</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">namespace</span><span class="p">,</span> |
| <span class="n">image</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">image</span><span class="p">,</span> |
| <span class="n">pod_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> |
| <span class="n">cmds</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cmds</span><span class="p">,</span> |
| <span class="n">arguments</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">arguments</span><span class="p">,</span> |
| <span class="n">labels</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">labels</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">pod</span><span class="o">.</span><span class="n">service_account_name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_account_name</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">secrets</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">secrets</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">envs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env_vars</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">image_pull_policy</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">image_pull_policy</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">image_pull_secrets</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">image_pull_secrets</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">annotations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotations</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">resources</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">resources</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">affinity</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">affinity</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">node_selectors</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">node_selectors</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">hostnetwork</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hostnetwork</span> |
| <span class="n">pod</span><span class="o">.</span><span class="n">tolerations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">tolerations</span> |
| |
| <span class="n">launcher</span> <span class="o">=</span> <span class="n">pod_launcher</span><span class="o">.</span><span class="n">PodLauncher</span><span class="p">(</span><span class="n">kube_client</span><span class="o">=</span><span class="n">client</span><span class="p">,</span> |
| <span class="n">extract_xcom</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">)</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="p">(</span><span class="n">final_state</span><span class="p">,</span> <span class="n">result</span><span class="p">)</span> <span class="o">=</span> <span class="n">launcher</span><span class="o">.</span><span class="n">run_pod</span><span class="p">(</span> |
| <span class="n">pod</span><span class="p">,</span> |
| <span class="n">startup_timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">startup_timeout_seconds</span><span class="p">,</span> |
| <span class="n">get_logs</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_logs</span><span class="p">)</span> |
| <span class="k">finally</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_delete_operator_pod</span><span class="p">:</span> |
| <span class="n">launcher</span><span class="o">.</span><span class="n">delete_pod</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">final_state</span> <span class="o">!=</span> <span class="n">State</span><span class="o">.</span><span class="n">SUCCESS</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="s1">'Pod returned a failure: </span><span class="si">{state}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">state</span><span class="o">=</span><span class="n">final_state</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">result</span> |
| <span class="k">except</span> <span class="n">AirflowException</span> <span class="k">as</span> <span class="n">ex</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'Pod Launching failed: </span><span class="si">{error}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">error</span><span class="o">=</span><span class="n">ex</span><span class="p">))</span> |
| |
| <span class="nd">@apply_defaults</span> |
| <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">namespace</span><span class="p">,</span> |
| <span class="n">image</span><span class="p">,</span> |
| <span class="n">name</span><span class="p">,</span> |
| <span class="n">cmds</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">arguments</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">volume_mounts</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">volumes</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">env_vars</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">secrets</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">in_cluster</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">cluster_context</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">labels</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">startup_timeout_seconds</span><span class="o">=</span><span class="mi">120</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="n">image_pull_policy</span><span class="o">=</span><span class="s1">'IfNotPresent'</span><span class="p">,</span> |
| <span class="n">annotations</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">resources</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">affinity</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">config_file</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">xcom_push</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">node_selectors</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">image_pull_secrets</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">service_account_name</span><span class="o">=</span><span class="s2">"default"</span><span class="p">,</span> |
| <span class="n">is_delete_operator_pod</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">hostnetwork</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">tolerations</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="o">*</span><span class="n">args</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span> |
| <span class="nb">super</span><span class="p">(</span><span class="n">KubernetesPodOperator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">image</span> <span class="o">=</span> <span class="n">image</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">namespace</span> <span class="o">=</span> <span class="n">namespace</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cmds</span> <span class="o">=</span> <span class="n">cmds</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">arguments</span> <span class="o">=</span> <span class="n">arguments</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">startup_timeout_seconds</span> <span class="o">=</span> <span class="n">startup_timeout_seconds</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">env_vars</span> <span class="o">=</span> <span class="n">env_vars</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">volume_mounts</span> <span class="o">=</span> <span class="n">volume_mounts</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">volumes</span> <span class="o">=</span> <span class="n">volumes</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">secrets</span> <span class="o">=</span> <span class="n">secrets</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">in_cluster</span> <span class="o">=</span> <span class="n">in_cluster</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_context</span> <span class="o">=</span> <span class="n">cluster_context</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">get_logs</span> <span class="o">=</span> <span class="n">get_logs</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">image_pull_policy</span> <span class="o">=</span> <span class="n">image_pull_policy</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">node_selectors</span> <span class="o">=</span> <span class="n">node_selectors</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">annotations</span> <span class="o">=</span> <span class="n">annotations</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">affinity</span> <span class="o">=</span> <span class="n">affinity</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">xcom_push</span> <span class="o">=</span> <span class="n">xcom_push</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">resources</span> <span class="o">=</span> <span class="n">resources</span> <span class="ow">or</span> <span class="n">Resources</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">config_file</span> <span class="o">=</span> <span class="n">config_file</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">image_pull_secrets</span> <span class="o">=</span> <span class="n">image_pull_secrets</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">service_account_name</span> <span class="o">=</span> <span class="n">service_account_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">is_delete_operator_pod</span> <span class="o">=</span> <span class="n">is_delete_operator_pod</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hostnetwork</span> <span class="o">=</span> <span class="n">hostnetwork</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tolerations</span> <span class="o">=</span> <span class="n">tolerations</span> <span class="ow">or</span> <span class="p">[]</span></div> |
| </pre></div> |
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