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<h1>Source code for airflow.providers.cncf.kubernetes.utils.pod_launcher</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"># &quot;License&quot;); 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"># &quot;AS IS&quot; 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="sd">&quot;&quot;&quot;Launches PODs&quot;&quot;&quot;</span>
<span class="kn">import</span> <span class="nn">json</span>
<span class="kn">import</span> <span class="nn">math</span>
<span class="kn">import</span> <span class="nn">time</span>
<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span> <span class="k">as</span> <span class="n">dt</span>
<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span>
<span class="kn">import</span> <span class="nn">pendulum</span>
<span class="kn">import</span> <span class="nn">tenacity</span>
<span class="kn">from</span> <span class="nn">kubernetes</span> <span class="kn">import</span> <span class="n">client</span><span class="p">,</span> <span class="n">watch</span>
<span class="kn">from</span> <span class="nn">kubernetes.client.models.v1_pod</span> <span class="kn">import</span> <span class="n">V1Pod</span>
<span class="kn">from</span> <span class="nn">kubernetes.client.rest</span> <span class="kn">import</span> <span class="n">ApiException</span>
<span class="kn">from</span> <span class="nn">kubernetes.stream</span> <span class="kn">import</span> <span class="n">stream</span> <span class="k">as</span> <span class="n">kubernetes_stream</span>
<span class="kn">from</span> <span class="nn">requests.exceptions</span> <span class="kn">import</span> <span class="n">BaseHTTPError</span>
<span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span>
<span class="kn">from</span> <span class="nn">airflow.kubernetes.kube_client</span> <span class="kn">import</span> <span class="n">get_kube_client</span>
<span class="kn">from</span> <span class="nn">airflow.kubernetes.pod_generator</span> <span class="kn">import</span> <span class="n">PodDefaults</span>
<span class="kn">from</span> <span class="nn">airflow.settings</span> <span class="kn">import</span> <span class="n">pod_mutation_hook</span>
<span class="kn">from</span> <span class="nn">airflow.utils.log.logging_mixin</span> <span class="kn">import</span> <span class="n">LoggingMixin</span>
<span class="kn">from</span> <span class="nn">airflow.utils.state</span> <span class="kn">import</span> <span class="n">State</span>
<div class="viewcode-block" id="should_retry_start_pod"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.should_retry_start_pod">[docs]</a><span class="k">def</span> <span class="nf">should_retry_start_pod</span><span class="p">(</span><span class="n">exception</span><span class="p">:</span> <span class="ne">Exception</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Check if an Exception indicates a transient error and warrants retrying&quot;&quot;&quot;</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="n">ApiException</span><span class="p">):</span>
<span class="k">return</span> <span class="n">exception</span><span class="o">.</span><span class="n">status</span> <span class="o">==</span> <span class="mi">409</span>
<span class="k">return</span> <span class="kc">False</span></div>
<div class="viewcode-block" id="PodStatus"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodStatus">[docs]</a><span class="k">class</span> <span class="nc">PodStatus</span><span class="p">:</span>
<span class="sd">&quot;&quot;&quot;Status of the PODs&quot;&quot;&quot;</span>
<div class="viewcode-block" id="PodStatus.PENDING"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodStatus.PENDING">[docs]</a> <span class="n">PENDING</span> <span class="o">=</span> <span class="s1">&#39;pending&#39;</span></div>
<div class="viewcode-block" id="PodStatus.RUNNING"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodStatus.RUNNING">[docs]</a> <span class="n">RUNNING</span> <span class="o">=</span> <span class="s1">&#39;running&#39;</span></div>
<div class="viewcode-block" id="PodStatus.FAILED"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodStatus.FAILED">[docs]</a> <span class="n">FAILED</span> <span class="o">=</span> <span class="s1">&#39;failed&#39;</span></div>
<div class="viewcode-block" id="PodStatus.SUCCEEDED"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodStatus.SUCCEEDED">[docs]</a> <span class="n">SUCCEEDED</span> <span class="o">=</span> <span class="s1">&#39;succeeded&#39;</span></div></div>
<div class="viewcode-block" id="PodLauncher"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher">[docs]</a><span class="k">class</span> <span class="nc">PodLauncher</span><span class="p">(</span><span class="n">LoggingMixin</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Launches PODS&quot;&quot;&quot;</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="n">kube_client</span><span class="p">:</span> <span class="n">client</span><span class="o">.</span><span class="n">CoreV1Api</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">in_cluster</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
<span class="n">cluster_context</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">extract_xcom</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Creates the launcher.</span>
<span class="sd"> :param kube_client: kubernetes client</span>
<span class="sd"> :param in_cluster: whether we are in cluster</span>
<span class="sd"> :param cluster_context: context of the cluster</span>
<span class="sd"> :param extract_xcom: whether we should extract xcom</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">()</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">kube_client</span> <span class="ow">or</span> <span class="n">get_kube_client</span><span class="p">(</span><span class="n">in_cluster</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="n">cluster_context</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_watch</span> <span class="o">=</span> <span class="n">watch</span><span class="o">.</span><span class="n">Watch</span><span class="p">()</span>
<span class="bp">self</span><span class="o">.</span><span class="n">extract_xcom</span> <span class="o">=</span> <span class="n">extract_xcom</span>
<div class="viewcode-block" id="PodLauncher.run_pod_async"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.run_pod_async">[docs]</a> <span class="k">def</span> <span class="nf">run_pod_async</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Runs POD asynchronously&quot;&quot;&quot;</span>
<span class="n">pod_mutation_hook</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span>
<span class="n">sanitized_pod</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">api_client</span><span class="o">.</span><span class="n">sanitize_for_serialization</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span>
<span class="n">json_pod</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">sanitized_pod</span><span class="p">,</span> <span class="n">indent</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Pod Creation Request: </span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">json_pod</span><span class="p">)</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">resp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">create_namespaced_pod</span><span class="p">(</span>
<span class="n">body</span><span class="o">=</span><span class="n">sanitized_pod</span><span class="p">,</span> <span class="n">namespace</span><span class="o">=</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</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">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Pod Creation Response: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">resp</span><span class="p">)</span>
<span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">exception</span><span class="p">(</span><span class="s1">&#39;Exception when attempting to create Namespaced Pod: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">json_pod</span><span class="p">)</span>
<span class="k">raise</span> <span class="n">e</span>
<span class="k">return</span> <span class="n">resp</span></div>
<div class="viewcode-block" id="PodLauncher.delete_pod"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.delete_pod">[docs]</a> <span class="k">def</span> <span class="nf">delete_pod</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Deletes POD&quot;&quot;&quot;</span>
<span class="k">try</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">delete_namespaced_pod</span><span class="p">(</span>
<span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</span><span class="p">,</span> <span class="n">body</span><span class="o">=</span><span class="n">client</span><span class="o">.</span><span class="n">V1DeleteOptions</span><span class="p">()</span>
<span class="p">)</span>
<span class="k">except</span> <span class="n">ApiException</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="c1"># If the pod is already deleted</span>
<span class="k">if</span> <span class="n">e</span><span class="o">.</span><span class="n">status</span> <span class="o">!=</span> <span class="mi">404</span><span class="p">:</span>
<span class="k">raise</span></div>
<span class="nd">@tenacity</span><span class="o">.</span><span class="n">retry</span><span class="p">(</span>
<span class="n">stop</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">stop_after_attempt</span><span class="p">(</span><span class="mi">3</span><span class="p">),</span>
<span class="n">wait</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">wait_random_exponential</span><span class="p">(),</span>
<span class="n">reraise</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">retry</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">retry_if_exception</span><span class="p">(</span><span class="n">should_retry_start_pod</span><span class="p">),</span>
<div class="viewcode-block" id="PodLauncher.start_pod"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.start_pod">[docs]</a> <span class="p">)</span>
<span class="k">def</span> <span class="nf">start_pod</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">,</span> <span class="n">startup_timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">120</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Launches the pod synchronously and waits for completion.</span>
<span class="sd"> :param pod:</span>
<span class="sd"> :param startup_timeout: Timeout for startup of the pod (if pod is pending for too long, fails task)</span>
<span class="sd"> :return:</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">resp</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run_pod_async</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span>
<span class="n">curr_time</span> <span class="o">=</span> <span class="n">dt</span><span class="o">.</span><span class="n">now</span><span class="p">()</span>
<span class="k">if</span> <span class="n">resp</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">start_time</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">while</span> <span class="bp">self</span><span class="o">.</span><span class="n">pod_not_started</span><span class="p">(</span><span class="n">pod</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="s2">&quot;Pod not yet started: </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
<span class="n">delta</span> <span class="o">=</span> <span class="n">dt</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> <span class="o">-</span> <span class="n">curr_time</span>
<span class="k">if</span> <span class="n">delta</span><span class="o">.</span><span class="n">total_seconds</span><span class="p">()</span> <span class="o">&gt;=</span> <span class="n">startup_timeout</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">&quot;Pod took too long to start&quot;</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span></div>
<div class="viewcode-block" id="PodLauncher.monitor_pod"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.monitor_pod">[docs]</a> <span class="k">def</span> <span class="nf">monitor_pod</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">,</span> <span class="n">get_logs</span><span class="p">:</span> <span class="nb">bool</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="n">State</span><span class="p">,</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]]:</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Monitors a pod and returns the final state</span>
<span class="sd"> :param pod: pod spec that will be monitored</span>
<span class="sd"> :param get_logs: whether to read the logs locally</span>
<span class="sd"> :return: Tuple[State, Optional[str]]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="n">get_logs</span><span class="p">:</span>
<span class="n">read_logs_since_sec</span> <span class="o">=</span> <span class="kc">None</span>
<span class="n">last_log_time</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
<span class="n">logs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">read_pod_logs</span><span class="p">(</span><span class="n">pod</span><span class="p">,</span> <span class="n">timestamps</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">since_seconds</span><span class="o">=</span><span class="n">read_logs_since_sec</span><span class="p">)</span>
<span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">logs</span><span class="p">:</span>
<span class="n">timestamp</span><span class="p">,</span> <span class="n">message</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">parse_log_line</span><span class="p">(</span><span class="n">line</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">))</span>
<span class="n">last_log_time</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">timestamp</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">base_container_is_running</span><span class="p">(</span><span class="n">pod</span><span class="p">):</span>
<span class="k">break</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="s1">&#39;Pod </span><span class="si">%s</span><span class="s1"> log read interrupted&#39;</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
<span class="k">if</span> <span class="n">last_log_time</span><span class="p">:</span>
<span class="n">delta</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">now</span><span class="p">()</span> <span class="o">-</span> <span class="n">last_log_time</span>
<span class="c1"># Prefer logs duplication rather than loss</span>
<span class="n">read_logs_since_sec</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">ceil</span><span class="p">(</span><span class="n">delta</span><span class="o">.</span><span class="n">total_seconds</span><span class="p">())</span>
<span class="n">result</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">extract_xcom</span><span class="p">:</span>
<span class="k">while</span> <span class="bp">self</span><span class="o">.</span><span class="n">base_container_is_running</span><span class="p">(</span><span class="n">pod</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Container </span><span class="si">%s</span><span class="s1"> has state </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">State</span><span class="o">.</span><span class="n">RUNNING</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
<span class="n">result</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_extract_xcom</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
<span class="n">result</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
<span class="k">while</span> <span class="bp">self</span><span class="o">.</span><span class="n">pod_is_running</span><span class="p">(</span><span class="n">pod</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Pod </span><span class="si">%s</span><span class="s1"> has state </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">State</span><span class="o">.</span><span class="n">RUNNING</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_task_status</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">read_pod</span><span class="p">(</span><span class="n">pod</span><span class="p">)),</span> <span class="n">result</span></div>
<div class="viewcode-block" id="PodLauncher.parse_log_line"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.parse_log_line">[docs]</a> <span class="k">def</span> <span class="nf">parse_log_line</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">line</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Parse K8s log line and returns the final state</span>
<span class="sd"> :param line: k8s log line</span>
<span class="sd"> :type line: str</span>
<span class="sd"> :return: timestamp and log message</span>
<span class="sd"> :rtype: Tuple[str, str]</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">split_at</span> <span class="o">=</span> <span class="n">line</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">)</span>
<span class="k">if</span> <span class="n">split_at</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Log not in &quot;</span><span class="se">{{</span><span class="s1">timestamp</span><span class="se">}}</span><span class="s1"> </span><span class="se">{{</span><span class="s1">log</span><span class="se">}}</span><span class="s1">&quot; format. Got: </span><span class="si">{</span><span class="n">line</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="n">timestamp</span> <span class="o">=</span> <span class="n">line</span><span class="p">[:</span><span class="n">split_at</span><span class="p">]</span>
<span class="n">message</span> <span class="o">=</span> <span class="n">line</span><span class="p">[</span><span class="n">split_at</span> <span class="o">+</span> <span class="mi">1</span> <span class="p">:]</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span>
<span class="k">return</span> <span class="n">timestamp</span><span class="p">,</span> <span class="n">message</span></div>
<div class="viewcode-block" id="PodLauncher._task_status"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher._task_status">[docs]</a> <span class="k">def</span> <span class="nf">_task_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">event</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Event: </span><span class="si">%s</span><span class="s1"> had an event of type </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">event</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">event</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">phase</span><span class="p">)</span>
<span class="n">status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">process_status</span><span class="p">(</span><span class="n">event</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">event</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">phase</span><span class="p">)</span>
<span class="k">return</span> <span class="n">status</span></div>
<div class="viewcode-block" id="PodLauncher.pod_not_started"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.pod_not_started">[docs]</a> <span class="k">def</span> <span class="nf">pod_not_started</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Tests if pod has not started&quot;&quot;&quot;</span>
<span class="n">state</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_task_status</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">read_pod</span><span class="p">(</span><span class="n">pod</span><span class="p">))</span>
<span class="k">return</span> <span class="n">state</span> <span class="o">==</span> <span class="n">State</span><span class="o">.</span><span class="n">QUEUED</span></div>
<div class="viewcode-block" id="PodLauncher.pod_is_running"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.pod_is_running">[docs]</a> <span class="k">def</span> <span class="nf">pod_is_running</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Tests if pod is running&quot;&quot;&quot;</span>
<span class="n">state</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_task_status</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">read_pod</span><span class="p">(</span><span class="n">pod</span><span class="p">))</span>
<span class="k">return</span> <span class="n">state</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="n">State</span><span class="o">.</span><span class="n">SUCCESS</span><span class="p">,</span> <span class="n">State</span><span class="o">.</span><span class="n">FAILED</span><span class="p">)</span></div>
<div class="viewcode-block" id="PodLauncher.base_container_is_running"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.base_container_is_running">[docs]</a> <span class="k">def</span> <span class="nf">base_container_is_running</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Tests if base container is running&quot;&quot;&quot;</span>
<span class="n">event</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">read_pod</span><span class="p">(</span><span class="n">pod</span><span class="p">)</span>
<span class="n">status</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="nb">iter</span><span class="p">(</span><span class="nb">filter</span><span class="p">(</span><span class="k">lambda</span> <span class="n">s</span><span class="p">:</span> <span class="n">s</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="s1">&#39;base&#39;</span><span class="p">,</span> <span class="n">event</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">container_statuses</span><span class="p">)),</span> <span class="kc">None</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">status</span><span class="p">:</span>
<span class="k">return</span> <span class="kc">False</span>
<span class="k">return</span> <span class="n">status</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">running</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span></div>
<span class="nd">@tenacity</span><span class="o">.</span><span class="n">retry</span><span class="p">(</span><span class="n">stop</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">stop_after_attempt</span><span class="p">(</span><span class="mi">3</span><span class="p">),</span> <span class="n">wait</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">wait_exponential</span><span class="p">(),</span> <span class="n">reraise</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<div class="viewcode-block" id="PodLauncher.read_pod_logs"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.read_pod_logs">[docs]</a> <span class="k">def</span> <span class="nf">read_pod_logs</span><span class="p">(</span>
<span class="bp">self</span><span class="p">,</span>
<span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">,</span>
<span class="n">tail_lines</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">timestamps</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
<span class="n">since_seconds</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
<span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Reads log from the POD&quot;&quot;&quot;</span>
<span class="n">additional_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">if</span> <span class="n">since_seconds</span><span class="p">:</span>
<span class="n">additional_kwargs</span><span class="p">[</span><span class="s1">&#39;since_seconds&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">since_seconds</span>
<span class="k">if</span> <span class="n">tail_lines</span><span class="p">:</span>
<span class="n">additional_kwargs</span><span class="p">[</span><span class="s1">&#39;tail_lines&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tail_lines</span>
<span class="k">try</span><span class="p">:</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">read_namespaced_pod_log</span><span class="p">(</span>
<span class="n">name</span><span class="o">=</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
<span class="n">namespace</span><span class="o">=</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</span><span class="p">,</span>
<span class="n">container</span><span class="o">=</span><span class="s1">&#39;base&#39;</span><span class="p">,</span>
<span class="n">follow</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">timestamps</span><span class="o">=</span><span class="n">timestamps</span><span class="p">,</span>
<span class="n">_preload_content</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="o">**</span><span class="n">additional_kwargs</span><span class="p">,</span>
<span class="p">)</span>
<span class="k">except</span> <span class="n">BaseHTTPError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;There was an error reading the kubernetes API: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span></div>
<span class="nd">@tenacity</span><span class="o">.</span><span class="n">retry</span><span class="p">(</span><span class="n">stop</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">stop_after_attempt</span><span class="p">(</span><span class="mi">3</span><span class="p">),</span> <span class="n">wait</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">wait_exponential</span><span class="p">(),</span> <span class="n">reraise</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<div class="viewcode-block" id="PodLauncher.read_pod_events"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.read_pod_events">[docs]</a> <span class="k">def</span> <span class="nf">read_pod_events</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Reads events from the POD&quot;&quot;&quot;</span>
<span class="k">try</span><span class="p">:</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">list_namespaced_event</span><span class="p">(</span>
<span class="n">namespace</span><span class="o">=</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</span><span class="p">,</span> <span class="n">field_selector</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;involvedObject.name=</span><span class="si">{</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">&quot;</span>
<span class="p">)</span>
<span class="k">except</span> <span class="n">BaseHTTPError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;There was an error reading the kubernetes API: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span></div>
<span class="nd">@tenacity</span><span class="o">.</span><span class="n">retry</span><span class="p">(</span><span class="n">stop</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">stop_after_attempt</span><span class="p">(</span><span class="mi">3</span><span class="p">),</span> <span class="n">wait</span><span class="o">=</span><span class="n">tenacity</span><span class="o">.</span><span class="n">wait_exponential</span><span class="p">(),</span> <span class="n">reraise</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<div class="viewcode-block" id="PodLauncher.read_pod"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.read_pod">[docs]</a> <span class="k">def</span> <span class="nf">read_pod</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Read POD information&quot;&quot;&quot;</span>
<span class="k">try</span><span class="p">:</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">read_namespaced_pod</span><span class="p">(</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</span><span class="p">)</span>
<span class="k">except</span> <span class="n">BaseHTTPError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;There was an error reading the kubernetes API: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span></div>
<div class="viewcode-block" id="PodLauncher._extract_xcom"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher._extract_xcom">[docs]</a> <span class="k">def</span> <span class="nf">_extract_xcom</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pod</span><span class="p">:</span> <span class="n">V1Pod</span><span class="p">):</span>
<span class="n">resp</span> <span class="o">=</span> <span class="n">kubernetes_stream</span><span class="p">(</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">connect_get_namespaced_pod_exec</span><span class="p">,</span>
<span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
<span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">namespace</span><span class="p">,</span>
<span class="n">container</span><span class="o">=</span><span class="n">PodDefaults</span><span class="o">.</span><span class="n">SIDECAR_CONTAINER_NAME</span><span class="p">,</span>
<span class="n">command</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;/bin/sh&#39;</span><span class="p">],</span>
<span class="n">stdin</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">stdout</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">stderr</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
<span class="n">tty</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="n">_preload_content</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="p">)</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">result</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_exec_pod_command</span><span class="p">(</span><span class="n">resp</span><span class="p">,</span> <span class="sa">f</span><span class="s1">&#39;cat </span><span class="si">{</span><span class="n">PodDefaults</span><span class="o">.</span><span class="n">XCOM_MOUNT_PATH</span><span class="si">}</span><span class="s1">/return.json&#39;</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_exec_pod_command</span><span class="p">(</span><span class="n">resp</span><span class="p">,</span> <span class="s1">&#39;kill -s SIGINT 1&#39;</span><span class="p">)</span>
<span class="k">finally</span><span class="p">:</span>
<span class="n">resp</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
<span class="k">if</span> <span class="n">result</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Failed to extract xcom from pod: </span><span class="si">{</span><span class="n">pod</span><span class="o">.</span><span class="n">metadata</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="k">return</span> <span class="n">result</span></div>
<div class="viewcode-block" id="PodLauncher._exec_pod_command"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher._exec_pod_command">[docs]</a> <span class="k">def</span> <span class="nf">_exec_pod_command</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">resp</span><span class="p">,</span> <span class="n">command</span><span class="p">):</span>
<span class="k">if</span> <span class="n">resp</span><span class="o">.</span><span class="n">is_open</span><span class="p">():</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Running command... </span><span class="si">%s</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">command</span><span class="p">)</span>
<span class="n">resp</span><span class="o">.</span><span class="n">write_stdin</span><span class="p">(</span><span class="n">command</span> <span class="o">+</span> <span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="k">while</span> <span class="n">resp</span><span class="o">.</span><span class="n">is_open</span><span class="p">():</span>
<span class="n">resp</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">timeout</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="k">if</span> <span class="n">resp</span><span class="o">.</span><span class="n">peek_stdout</span><span class="p">():</span>
<span class="k">return</span> <span class="n">resp</span><span class="o">.</span><span class="n">read_stdout</span><span class="p">()</span>
<span class="k">if</span> <span class="n">resp</span><span class="o">.</span><span class="n">peek_stderr</span><span class="p">():</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">resp</span><span class="o">.</span><span class="n">read_stderr</span><span class="p">())</span>
<span class="k">break</span>
<span class="k">return</span> <span class="kc">None</span></div>
<div class="viewcode-block" id="PodLauncher.process_status"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/cncf/kubernetes/utils/pod_launcher/index.html#airflow.providers.cncf.kubernetes.utils.pod_launcher.PodLauncher.process_status">[docs]</a> <span class="k">def</span> <span class="nf">process_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">job_id</span><span class="p">,</span> <span class="n">status</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Process status information for the JOB&quot;&quot;&quot;</span>
<span class="n">status</span> <span class="o">=</span> <span class="n">status</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
<span class="k">if</span> <span class="n">status</span> <span class="o">==</span> <span class="n">PodStatus</span><span class="o">.</span><span class="n">PENDING</span><span class="p">:</span>
<span class="k">return</span> <span class="n">State</span><span class="o">.</span><span class="n">QUEUED</span>
<span class="k">elif</span> <span class="n">status</span> <span class="o">==</span> <span class="n">PodStatus</span><span class="o">.</span><span class="n">FAILED</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Event with job id </span><span class="si">%s</span><span class="s1"> Failed&#39;</span><span class="p">,</span> <span class="n">job_id</span><span class="p">)</span>
<span class="k">return</span> <span class="n">State</span><span class="o">.</span><span class="n">FAILED</span>
<span class="k">elif</span> <span class="n">status</span> <span class="o">==</span> <span class="n">PodStatus</span><span class="o">.</span><span class="n">SUCCEEDED</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Event with job id </span><span class="si">%s</span><span class="s1"> Succeeded&#39;</span><span class="p">,</span> <span class="n">job_id</span><span class="p">)</span>
<span class="k">return</span> <span class="n">State</span><span class="o">.</span><span class="n">SUCCESS</span>
<span class="k">elif</span> <span class="n">status</span> <span class="o">==</span> <span class="n">PodStatus</span><span class="o">.</span><span class="n">RUNNING</span><span class="p">:</span>
<span class="k">return</span> <span class="n">State</span><span class="o">.</span><span class="n">RUNNING</span>
<span class="k">else</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Event: Invalid state </span><span class="si">%s</span><span class="s1"> on job </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">status</span><span class="p">,</span> <span class="n">job_id</span><span class="p">)</span>
<span class="k">return</span> <span class="n">State</span><span class="o">.</span><span class="n">FAILED</span></div></div>
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