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<li class="toctree-l1"><a class="reference internal" href="../index.html">Home</a></li>
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<li class="toctree-l1 current"><a class="reference internal" href="index.html">Quick start</a><ul class="current">
<li class="toctree-l2"><a class="reference internal" href="local.html">Running Airflow locally</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">Running Airflow in Docker</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#before-you-begin">Before you begin</a></li>
<li class="toctree-l3"><a class="reference internal" href="#docker-compose-yaml"><code class="docutils literal notranslate"><span class="pre">docker-compose.yaml</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="#initializing-environment">Initializing Environment</a></li>
<li class="toctree-l3"><a class="reference internal" href="#running-airflow">Running Airflow</a></li>
<li class="toctree-l3"><a class="reference internal" href="#accessing-the-environment">Accessing the environment</a><ul>
<li class="toctree-l4"><a class="reference internal" href="#running-the-cli-commands">Running the CLI commands</a></li>
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<li class="toctree-l3"><a class="reference internal" href="#cleaning-up">Cleaning up</a></li>
<li class="toctree-l3"><a class="reference internal" href="#notes">Notes</a></li>
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<blockquote>
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<div class="section" id="running-airflow-in-docker">
<h1>Running Airflow in Docker<a class="headerlink" href="#running-airflow-in-docker" title="Permalink to this headline"></a></h1>
<p>This quick-start guide will allow you to quickly start Airflow with <a class="reference internal" href="../executor/celery.html"><span class="doc">CeleryExecutor</span></a> in Docker. This is the fastest way to start Airflow.</p>
<div class="section" id="before-you-begin">
<h2>Before you begin<a class="headerlink" href="#before-you-begin" title="Permalink to this headline"></a></h2>
<p>Follow these steps to install the necessary tools.</p>
<ol class="arabic simple">
<li><p>Install <a class="reference external" href="https://docs.docker.com/engine/installation/">Docker Community Edition (CE)</a> on your workstation. Depending on the OS, you may need to configure your Docker instance to use 4.00 GB of memory for all containers to run properly. Please refer to the Resources section if using <a class="reference external" href="https://docs.docker.com/docker-for-windows/#resources">Docker for Windows</a> or <a class="reference external" href="https://docs.docker.com/docker-for-mac/#resources">Docker for Mac</a> for more information.</p></li>
<li><p>Install <a class="reference external" href="https://docs.docker.com/compose/install/">Docker Compose</a> v1.27.0 and newer on your workstation.</p></li>
</ol>
<p>Older versions of <code class="docutils literal notranslate"><span class="pre">docker-compose</span></code> do not support all features required by <code class="docutils literal notranslate"><span class="pre">docker-compose.yaml</span></code> file, so double check that it meets the minimum version requirements.</p>
</div>
<div class="section" id="docker-compose-yaml">
<h2><code class="docutils literal notranslate"><span class="pre">docker-compose.yaml</span></code><a class="headerlink" href="#docker-compose-yaml" title="Permalink to this headline"></a></h2>
<p>To deploy Airflow on Docker Compose, you should fetch <a class="reference external" href="../docker-compose.yaml">docker-compose.yaml</a>.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>curl -LfO <span class="s1">&#39;https://airflow.apache.org/docs/apache-airflow/2.0.2/docker-compose.yaml&#39;</span>
</pre></div>
</div>
<p>This file contains several service definitions:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">airflow-scheduler</span></code> - The <a class="reference internal" href="../scheduler.html"><span class="doc">scheduler</span></a> monitors all tasks and DAGs, then triggers the
task instances once their dependencies are complete.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">airflow-webserver</span></code> - The webserver available at <code class="docutils literal notranslate"><span class="pre">http://localhost:8080</span></code>.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">airflow-worker</span></code> - The worker that executes the tasks given by the scheduler.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">airflow-init</span></code> - The initialization service.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">flower</span></code> - <a class="reference external" href="https://flower.readthedocs.io/en/latest/">The flower app</a> for monitoring the environment. It is available at <code class="docutils literal notranslate"><span class="pre">http://localhost:8080</span></code>.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">postgres</span></code> - The database.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">redis</span></code> - <a class="reference external" href="https://redis.io/">The redis</a> - broker that forwards messages from scheduler to worker.</p></li>
</ul>
<p>All these services allow you to run Airflow with <a class="reference internal" href="../executor/celery.html"><span class="doc">CeleryExecutor</span></a>. For more information, see <a class="reference internal" href="../concepts.html#architecture"><span class="std std-ref">Basic Airflow architecture</span></a>.</p>
<p>Some directories in the container are mounted, which means that their contents are synchronized between your computer and the container.</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">./dags</span></code> - you can put your DAG files here.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">./logs</span></code> - contains logs from task execution and scheduler.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">./plugins</span></code> - you can put your <a class="reference internal" href="../plugins.html"><span class="doc">custom plugins</span></a> here.</p></li>
</ul>
</div>
<div class="section" id="initializing-environment">
<h2>Initializing Environment<a class="headerlink" href="#initializing-environment" title="Permalink to this headline"></a></h2>
<p>Before starting Airflow for the first time, You need to prepare your environment, i.e. create the necessary files, directories and initialize the database.</p>
<p>On <strong>Linux</strong>, the mounted volumes in container use the native Linux filesystem user/group permissions, so you have to make sure the container and host computer have matching file permissions.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>mkdir ./dags ./logs ./plugins
<span class="nb">echo</span> -e <span class="s2">&quot;AIRFLOW_UID=</span><span class="k">$(</span>id -u<span class="k">)</span><span class="s2">\nAIRFLOW_GID=0&quot;</span> &gt; .env
</pre></div>
</div>
<p>On <strong>all operating systems</strong>, you need to run database migrations and create the first user account. To do it, run.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker-compose up airflow-init
</pre></div>
</div>
<p>After initialization is complete, you should see a message like below.</p>
<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>airflow-init_1 | Upgrades done
airflow-init_1 | Admin user airflow created
airflow-init_1 | 2.0.2
start_airflow-init_1 exited with code 0
</pre></div>
</div>
<p>The account created has the login <code class="docutils literal notranslate"><span class="pre">airflow</span></code> and the password <code class="docutils literal notranslate"><span class="pre">airflow</span></code>.</p>
</div>
<div class="section" id="running-airflow">
<h2>Running Airflow<a class="headerlink" href="#running-airflow" title="Permalink to this headline"></a></h2>
<p>Now you can start all services:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker-compose up
</pre></div>
</div>
<p>In the second terminal you can check the condition of the containers and make sure that no containers are in unhealthy condition:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>$ docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
247ebe6cf87a apache/airflow:2.0.2 <span class="s2">&quot;/usr/bin/dumb-init …&quot;</span> <span class="m">3</span> minutes ago Up <span class="m">3</span> minutes <span class="m">8080</span>/tcp compose_airflow-worker_1
ed9b09fc84b1 apache/airflow:2.0.2 <span class="s2">&quot;/usr/bin/dumb-init …&quot;</span> <span class="m">3</span> minutes ago Up <span class="m">3</span> minutes <span class="m">8080</span>/tcp compose_airflow-scheduler_1
65ac1da2c219 apache/airflow:2.0.2 <span class="s2">&quot;/usr/bin/dumb-init …&quot;</span> <span class="m">3</span> minutes ago Up <span class="m">3</span> minutes <span class="o">(</span>healthy<span class="o">)</span> <span class="m">0</span>.0.0.0:5555-&gt;5555/tcp, <span class="m">8080</span>/tcp compose_flower_1
7cb1fb603a98 apache/airflow:2.0.2 <span class="s2">&quot;/usr/bin/dumb-init …&quot;</span> <span class="m">3</span> minutes ago Up <span class="m">3</span> minutes <span class="o">(</span>healthy<span class="o">)</span> <span class="m">0</span>.0.0.0:8080-&gt;8080/tcp compose_airflow-webserver_1
74f3bbe506eb postgres:13 <span class="s2">&quot;docker-entrypoint.s…&quot;</span> <span class="m">18</span> minutes ago Up <span class="m">17</span> minutes <span class="o">(</span>healthy<span class="o">)</span> <span class="m">5432</span>/tcp compose_postgres_1
0bd6576d23cb redis:latest <span class="s2">&quot;docker-entrypoint.s…&quot;</span> <span class="m">10</span> hours ago Up <span class="m">17</span> minutes <span class="o">(</span>healthy<span class="o">)</span> <span class="m">0</span>.0.0.0:6379-&gt;6379/tcp compose_redis_1
</pre></div>
</div>
</div>
<div class="section" id="accessing-the-environment">
<h2>Accessing the environment<a class="headerlink" href="#accessing-the-environment" title="Permalink to this headline"></a></h2>
<p>After starting Airflow, you can interact with it in 3 ways;</p>
<ul class="simple">
<li><p>by running <a class="reference internal" href="../usage-cli.html"><span class="doc">CLI commands</span></a>.</p></li>
<li><p>via a browser using <a class="reference internal" href="../ui.html"><span class="doc">the web interface</span></a>.</p></li>
<li><p>using <a class="reference internal" href="../stable-rest-api-ref.html"><span class="doc">the REST API</span></a>.</p></li>
</ul>
<div class="section" id="running-the-cli-commands">
<h3>Running the CLI commands<a class="headerlink" href="#running-the-cli-commands" title="Permalink to this headline"></a></h3>
<p>You can also run <a class="reference internal" href="../usage-cli.html"><span class="doc">CLI commands</span></a>, but you have to do it in one of the defined <code class="docutils literal notranslate"><span class="pre">airflow-*</span></code> services. For example, to run <code class="docutils literal notranslate"><span class="pre">airflow</span> <span class="pre">info</span></code>, run the following command:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker-compose run airflow-worker airflow info
</pre></div>
</div>
<p>If you have Linux or Mac OS, you can make your work easier and download a optional wrapper scripts that will allow you to run commands with a simpler command.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>curl -LfO <span class="s1">&#39;https://airflow.apache.org/docs/apache-airflow/2.0.2/airflow.sh&#39;</span>
chmod +x airflow.sh
</pre></div>
</div>
<p>Now you can run commands easier.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./airflow.sh info
</pre></div>
</div>
<p>You can also use <code class="docutils literal notranslate"><span class="pre">bash</span></code> as parameter to enter interactive bash shell in the container or <code class="docutils literal notranslate"><span class="pre">python</span></code> to enter
python container.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./airflow.sh bash
</pre></div>
</div>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./airflow.sh python
</pre></div>
</div>
</div>
<div class="section" id="accessing-the-web-interface">
<h3>Accessing the web interface<a class="headerlink" href="#accessing-the-web-interface" title="Permalink to this headline"></a></h3>
<p>Once the cluster has started up, you can log in to the web interface and try to run some tasks.</p>
<p>The webserver available at: <code class="docutils literal notranslate"><span class="pre">http://localhost:8080</span></code>.
The default account has the login <code class="docutils literal notranslate"><span class="pre">airflow</span></code> and the password <code class="docutils literal notranslate"><span class="pre">airflow</span></code>.</p>
</div>
<div class="section" id="sending-requests-to-the-rest-api">
<h3>Sending requests to the REST API<a class="headerlink" href="#sending-requests-to-the-rest-api" title="Permalink to this headline"></a></h3>
<p><a class="reference external" href="https://tools.ietf.org/html/rfc7617https://en.wikipedia.org/wiki/Basic_access_authentication">Basic username password authentication</a> is currently
supported for the REST API, which means you can use common tools to send requests to the API.</p>
<p>The webserver available at: <code class="docutils literal notranslate"><span class="pre">http://localhost:8080</span></code>.
The default account has the login <code class="docutils literal notranslate"><span class="pre">airflow</span></code> and the password <code class="docutils literal notranslate"><span class="pre">airflow</span></code>.</p>
<p>Here is a sample <code class="docutils literal notranslate"><span class="pre">curl</span></code> command, which sends a request to retrieve a pool list:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nv">ENDPOINT_URL</span><span class="o">=</span><span class="s2">&quot;http://localhost:8080/&quot;</span>
curl -X GET <span class="se">\</span>
--user <span class="s2">&quot;airflow:airflow&quot;</span> <span class="se">\</span>
<span class="s2">&quot;</span><span class="si">${</span><span class="nv">ENDPOINT_URL</span><span class="si">}</span><span class="s2">/api/v1/pools&quot;</span>
</pre></div>
</div>
</div>
</div>
<div class="section" id="cleaning-up">
<h2>Cleaning up<a class="headerlink" href="#cleaning-up" title="Permalink to this headline"></a></h2>
<p>To stop and delete containers, delete volumes with database data and download images, run:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker-compose down --volumes --rmi all
</pre></div>
</div>
</div>
<div class="section" id="notes">
<h2>Notes<a class="headerlink" href="#notes" title="Permalink to this headline"></a></h2>
<p>By default, the Docker Compose file uses the latest Airflow image (<a class="reference external" href="https://hub.docker.com/r/apache/airflow">apache/airflow</a>). If you need, you can <a class="reference external" href="/docs/docker-stack/index.html" title="(in docker-stack vdevel)"><span class="xref std std-doc">customize and extend it</span></a>.</p>
</div>
<div class="section" id="what-s-next">
<h2>What's Next?<a class="headerlink" href="#what-s-next" title="Permalink to this headline"></a></h2>
<p>From this point, you can head to the <a class="reference internal" href="../tutorial.html"><span class="doc">Tutorial</span></a> section for further examples or the <a class="reference internal" href="../howto/index.html"><span class="doc">How-to Guides</span></a> section if you're ready to get your hands dirty.</p>
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<li><a class="reference internal" href="#before-you-begin">Before you begin</a></li>
<li><a class="reference internal" href="#docker-compose-yaml"><code class="docutils literal notranslate"><span class="pre">docker-compose.yaml</span></code></a></li>
<li><a class="reference internal" href="#initializing-environment">Initializing Environment</a></li>
<li><a class="reference internal" href="#running-airflow">Running Airflow</a></li>
<li><a class="reference internal" href="#accessing-the-environment">Accessing the environment</a><ul>
<li><a class="reference internal" href="#running-the-cli-commands">Running the CLI commands</a></li>
<li><a class="reference internal" href="#accessing-the-web-interface">Accessing the web interface</a></li>
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