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| <div class="section" id="checking-airflow-health-status"> |
| <h1>Checking Airflow Health Status<a class="headerlink" href="#checking-airflow-health-status" title="Permalink to this headline">¶</a></h1> |
| <p>Airflow has two methods to check the health of components - HTTP checks and CLI checks. All available checks are |
| accessible through the CLI, but only some are accessible through HTTP due to the role of the component being checked |
| and the tools being used to monitor the deployment.</p> |
| <p>For example, when running on Kubernetes, use <a class="reference external" href="https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-startup-probes/">a Liveness probes</a> (<code class="docutils literal notranslate"><span class="pre">livenessProbe</span></code> property) |
| with <a class="reference internal" href="#check-health-cli-checks-for-scheduler"><span class="std std-ref">CLI checks</span></a> on the scheduler deployment to restart it when it fails. |
| For the webserver, you can configure the readiness probe (<code class="docutils literal notranslate"><span class="pre">readinessProbe</span></code> property) using <a class="reference internal" href="#check-health-http-endpoint"><span class="std std-ref">Health Check Endpoint</span></a>.</p> |
| <p>For an example for a Docker Compose environment, see the <code class="docutils literal notranslate"><span class="pre">docker-compose.yaml</span></code> file available in the <a class="reference internal" href="../start/docker.html"><span class="doc">Running Airflow in Docker</span></a>.</p> |
| <div class="section" id="health-check-endpoint"> |
| <span id="check-health-http-endpoint"></span><h2>Health Check Endpoint<a class="headerlink" href="#health-check-endpoint" title="Permalink to this headline">¶</a></h2> |
| <p>To check the health status of your Airflow instance, you can simply access the endpoint |
| <code class="docutils literal notranslate"><span class="pre">/health</span></code>. It will return a JSON object in which a high-level glance is provided.</p> |
| <div class="highlight-JSON notranslate"><div class="highlight"><pre><span></span><span class="p">{</span> |
| <span class="nt">"metadatabase"</span><span class="p">:{</span> |
| <span class="nt">"status"</span><span class="p">:</span><span class="s2">"healthy"</span> |
| <span class="p">},</span> |
| <span class="nt">"scheduler"</span><span class="p">:{</span> |
| <span class="nt">"status"</span><span class="p">:</span><span class="s2">"healthy"</span><span class="p">,</span> |
| <span class="nt">"latest_scheduler_heartbeat"</span><span class="p">:</span><span class="s2">"2018-12-26 17:15:11+00:00"</span> |
| <span class="p">}</span> |
| <span class="p">}</span> |
| </pre></div> |
| </div> |
| <ul class="simple"> |
| <li><p>The <code class="docutils literal notranslate"><span class="pre">status</span></code> of each component can be either “healthy” or “unhealthy”</p> |
| <ul> |
| <li><p>The status of <code class="docutils literal notranslate"><span class="pre">metadatabase</span></code> depends on whether a valid connection can be initiated with the database</p></li> |
| <li><p>The status of <code class="docutils literal notranslate"><span class="pre">scheduler</span></code> depends on when the latest scheduler heartbeat was received</p> |
| <ul> |
| <li><p>If the last heartbeat was received more than 30 seconds (default value) earlier than the current time, the scheduler is |
| considered unhealthy</p></li> |
| <li><p>This threshold value can be specified using the option <code class="docutils literal notranslate"><span class="pre">scheduler_health_check_threshold</span></code> within the |
| <code class="docutils literal notranslate"><span class="pre">[scheduler]</span></code> section in <code class="docutils literal notranslate"><span class="pre">airflow.cfg</span></code></p></li> |
| <li><p>If you run more than one scheduler, only the state of one scheduler will be reported, i.e. only one working scheduler is enough |
| for the scheduler state to be considered healthy</p></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <p>Please keep in mind that the HTTP response code of <code class="docutils literal notranslate"><span class="pre">/health</span></code> endpoint <strong>should not</strong> be used to determine the health |
| status of the application. The return code is only indicative of the state of the rest call (200 for success).</p> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>For this check to work, at least one working web server is required. Suppose you use this check for scheduler |
| monitoring, then in case of failure of the web server, you will lose the ability to monitor scheduler, which means |
| that it can be restarted even if it is in good condition. For greater confidence, consider using <a class="reference internal" href="#check-health-cli-checks-for-scheduler"><span class="std std-ref">CLI Check for Scheduler</span></a>.</p> |
| </div> |
| </div> |
| <div class="section" id="cli-check-for-scheduler"> |
| <span id="check-health-cli-checks-for-scheduler"></span><h2>CLI Check for Scheduler<a class="headerlink" href="#cli-check-for-scheduler" title="Permalink to this headline">¶</a></h2> |
| <p>Scheduler creates an entry in the table <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.jobs.base_job.BaseJob</span></code> with information about the host and |
| timestamp (heartbeat) at startup, and then updates it regularly. You can use this to check if the scheduler is |
| working correctly. To do this, you can use the <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">jobs</span> <span class="pre">checks</span></code> command. On failure, the command will exit |
| with a non-zero error code.</p> |
| <p>To check if the local scheduler is still working properly, run:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>airflow <span class="nb">jobs</span> check --job-type SchedulerJob --hostname <span class="s2">"</span><span class="k">$(</span>hostname<span class="k">)</span><span class="s2">"</span> |
| </pre></div> |
| </div> |
| <p>To check if any scheduler is running when you are using high availability, run:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>airflow <span class="nb">jobs</span> check --job-type SchedulerJob --allow-multiple --limit <span class="m">100</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="cli-check-for-database"> |
| <h2>CLI Check for Database<a class="headerlink" href="#cli-check-for-database" title="Permalink to this headline">¶</a></h2> |
| <p>To verify that the database is working correctly, you can use the <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">db</span> <span class="pre">check</span></code> command. On failure, the command will exit |
| with a non-zero error code.</p> |
| </div> |
| <div class="section" id="http-monitoring-for-celery-cluster"> |
| <h2>HTTP monitoring for Celery Cluster<a class="headerlink" href="#http-monitoring-for-celery-cluster" title="Permalink to this headline">¶</a></h2> |
| <p>You can use Flower to monitor the health of the Celery cluster. It also provides an HTTP API that you can use to build a health check for your environment.</p> |
| <p>For details about installation, see: <a class="reference internal" href="../executor/celery.html#executor-celeryexecutor"><span class="std std-ref">Celery Executor</span></a>. For details about usage, see: <a class="reference external" href="https://flower.readthedocs.io/en/stable/">The Flower project documentation</a>.</p> |
| </div> |
| <div class="section" id="cli-check-for-celery-workers"> |
| <h2>CLI Check for Celery Workers<a class="headerlink" href="#cli-check-for-celery-workers" title="Permalink to this headline">¶</a></h2> |
| <p>To verify that the database is working correctly, you can use the <code class="docutils literal notranslate"><span class="pre">celery</span> <span class="pre">inspect</span> <span class="pre">ping</span></code> command. On failure, the command will exit |
| with a non-zero error code.</p> |
| <p>To check if the worker running on the local host is working correctly, run:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>celery --app airflow.executors.celery_executor.app inspect ping -d celery@<span class="si">${</span><span class="nv">HOSTNAME</span><span class="si">}</span> |
| </pre></div> |
| </div> |
| <p>To check if the all workers in the cluster running is working correctly, run:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>celery --app airflow.executors.celery_executor.app inspect ping |
| </pre></div> |
| </div> |
| <p>For more information, see: <a class="reference external" href="https://docs.celeryproject.org/en/stable/userguide/monitoring.html#monitoring-control">Management Command-line Utilities (inspect/control)</a> and <a class="reference external" href="https://docs.celeryproject.org/en/stable/userguide/workers.html">Workers Guide</a> in the Celery documentation.</p> |
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