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| <div class="section" id="docker-image-for-apache-airflow"> |
| <h1>Docker Image for Apache Airflow<a class="headerlink" href="#docker-image-for-apache-airflow" title="Permalink to this heading">¶</a></h1> |
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| <p>For the ease of deployment in production, the community releases a production-ready reference container |
| image.</p> |
| <p>The Apache Airflow community, releases Docker Images which are <code class="docutils literal notranslate"><span class="pre">reference</span> <span class="pre">images</span></code> for Apache Airflow. |
| Every time a new version of Airflow is released, the images are prepared in the |
| <a class="reference external" href="https://hub.docker.com/r/apache/airflow">apache/airflow DockerHub</a> |
| for all the supported Python versions.</p> |
| <p>You can find the following images there (Assuming Airflow version <code class="code docutils literal notranslate"><span class="pre">2.9.0</span></code>):</p> |
| <ul class="simple"> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:latest</span></code> - the latest released Airflow image with default Python version (3.8 currently)</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:latest-pythonX.Y</span></code> - the latest released Airflow image with specific Python version</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:2.9.0</span></code> - the versioned Airflow image with default Python version (3.8 currently)</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:2.9.0-pythonX.Y</span></code> - the versioned Airflow image with specific Python version</p></li> |
| </ul> |
| <p>Those are “reference” regular images. They contain the most common set of extras, dependencies and providers that are |
| often used by the users and they are good to “try-things-out” when you want to just take Airflow for a spin,</p> |
| <p>You can also use “slim” images that contain only core airflow and are about half the size of the “regular” images |
| but you need to add all the <a class="reference external" href="/docs/apache-airflow/stable/extra-packages-ref.html" title="(in apache-airflow v2.10.0.dev0)"><span>Reference for package extras</span></a> and providers that you need separately |
| via <a class="reference internal" href="build.html#build-build-image"><span class="std std-ref">Building the image</span></a>.</p> |
| <ul class="simple"> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:slim-latest</span></code> - the latest released Airflow image with default Python version (3.8 currently)</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:slim-latest-pythonX.Y</span></code> - the latest released Airflow image with specific Python version</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:slim-2.9.0</span></code> - the versioned Airflow image with default Python version (3.8 currently)</p></li> |
| <li><p><code class="code docutils literal notranslate"><span class="pre">apache/airflow:slim-2.9.0-pythonX.Y</span></code> - the versioned Airflow image with specific Python version</p></li> |
| </ul> |
| <p>The Apache Airflow image provided as convenience package is optimized for size, and |
| it provides just a bare minimal set of the extras and dependencies installed and in most cases |
| you want to either extend or customize the image. You can see all possible extras in <a class="reference external" href="/docs/apache-airflow/stable/extra-packages-ref.html" title="(in apache-airflow v2.10.0.dev0)"><span>Reference for package extras</span></a>. |
| The set of extras used in Airflow Production image are available in the |
| <a class="reference external" href="https://github.com/apache/airflow/blob/2.9.0/Dockerfile">Dockerfile</a>.</p> |
| <p>However, Airflow has more than 60 community-managed providers (installable via extras) and some of the |
| default extras/providers installed are not used by everyone, sometimes others extras/providers |
| are needed, sometimes (very often actually) you need to add your own custom dependencies, |
| packages or even custom providers. You can learn how to do it in <a class="reference internal" href="build.html#build-build-image"><span class="std std-ref">Building the image</span></a>.</p> |
| <p>The production images are build in DockerHub from released version and release candidates. There |
| are also images published from branches but they are used mainly for development and testing purpose. |
| See <a class="reference external" href="https://github.com/apache/airflow/blob/main/contributing-docs/working-with-git#airflow-git-branches">Airflow Git Branching</a> |
| for details.</p> |
| </div> |
| <div class="section" id="fixing-images-at-release-time"> |
| <h1>Fixing images at release time<a class="headerlink" href="#fixing-images-at-release-time" title="Permalink to this heading">¶</a></h1> |
| <p>The released “versioned” reference images are mostly <code class="docutils literal notranslate"><span class="pre">fixed</span></code> when we release Airflow version and we only |
| update them in exceptional circumstances. For example when we find out that there are dependency errors |
| that might prevent important Airflow or embedded provider’s functionalities working. In normal circumstances, |
| the images are not going to change after release, even if new version of Airflow dependencies are released - |
| not even when those versions contain critical security fixes. The process of Airflow releases is designed |
| around upgrading dependencies automatically where applicable but only when we release a new version of Airflow, |
| not for already released versions.</p> |
| </div> |
| <div class="section" id="what-should-i-do-if-my-security-scan-shows-critical-and-high-vulnerabilities-in-the-image"> |
| <h1>What should I do if my security scan shows critical and high vulnerabilities in the image?<a class="headerlink" href="#what-should-i-do-if-my-security-scan-shows-critical-and-high-vulnerabilities-in-the-image" title="Permalink to this heading">¶</a></h1> |
| <p>We often hear questions that our users use various security scanners on the image and find out that |
| there are some critical and high vulnerabilities in the image - not coming from Airflow but for some other |
| components. In general, this is normal and expected that such vulnerabilities are found in the image after |
| it’s been released and fixed - precisely because we are NOT updating the images after they are released as |
| explained above. Also sometimes even the latest releases contain vulnerabilities that are not yet fixed |
| in the base image we use or in the dependencies we use and cannot upgrade, because some of our providers |
| have limits and did not manage to upgrade yet and we have no control over that. So it is possible |
| that even the most recent release of our image there are some High and Critical vulnerabilities that |
| are not yet fixed.</p> |
| <p><strong>What can you do in such case?</strong></p> |
| <p>First of all - you should know what you should NOT do.</p> |
| <p>Do NOT send private email to the Airflow Security Team with scan results and asking what to do. |
| The Security team at Airflow takes care exclusively about undisclosed vulnerabilities in Airflow itself, not |
| in the dependencies or in the base image. The security email should only be used to report privately any |
| security issues that can be exploited via Airflow. This is nicely explained in our |
| <a class="reference external" href="https://github.com/apache/airflow/security/policy">Security Policy</a> where you can find more details |
| including the need to provide reproducible scenarios and submitting ONE issue per email. NEVER submit multiple |
| vulnerabilities in one email - those are rejected immediately, as they make the process of handling the issue |
| way harder for everyone, including the reporters.</p> |
| <p>Also DO NOT open a GitHub Issue with the scan results and asking what to do. The GitHub Issues are for |
| reporting bugs and feature requests to Airflow itself, not for asking for help with the security scans on |
| 3rd party components.</p> |
| <p>So what are your options?</p> |
| <p>You have four options:</p> |
| <ol class="arabic simple"> |
| <li><p>Build your own custom image following the examples we share there - using the latest base image and |
| possibly manually bumping dependencies you want to bump. There are quite a few examples |
| in <a class="reference internal" href="build.html#build-build-image"><span class="std std-ref">Building the image</span></a> which you can follow. You can use “slim” image as a base |
| for your images and rather than basing your image on the “reference” image that has a number of extras |
| and providers installed, you can only install what you actually need and upgrade some dependencies that |
| otherwise would not be possible to upgrade - because some of the provider libraries have limits and |
| did not manage to upgrade yet and we have no control over that. This is the most flexible way to |
| build your image and you can build your process to combine it with quickly upgrading to latest Airflow |
| versions (see point 2. below).</p></li> |
| <li><p>Wait for a new version of Airflow and upgrade to it. Airflow images are updated to latest “non-conflicting” |
| dependencies and use latest “base” image at release time, so what you have in the reference images |
| at the moment we publish the image / release the version is what is “latest and greatest” |
| available at the moment with the base platform we use (Debian Bookworm is the reference image we use). |
| This is one of good strategies you can take - build a process to upgrade your Airflow version regularly |
| - quickly after it has been released by the community, this will help you to keep up with the latest |
| security fixes in the dependencies.</p></li> |
| <li><p>If the base platform we use (currently Debian Bookworm) does not contain the latest versions you want |
| and you want to use other base images, you can take a look at what system dependencies are installed |
| and scripts in the latest <code class="docutils literal notranslate"><span class="pre">Dockerfile</span></code> of airflow and take inspiration from it and build your own image |
| or copy it and modify it to your needs. See the |
| <a class="reference external" href="https://github.com/apache/airflow/blob/2.9.0/Dockerfile">Dockerfile</a> for the latest version.</p></li> |
| <li><p>Research if the vulnerability affects you or not. Even if there is a dependency with high or critical |
| vulnerability, it does not mean that it can be exploited in Airflow (or specifically in the way you are |
| using Airflow). If you do have a reproducible scenario how a vulnerability can be exploited in Airflow, you should - |
| of course - privately report it to the security team. But if you do not have reproducible |
| scenario, please do some research and try to understand the impact of the vulnerability on Airflow. That |
| research might result in a public GitHub Discussion where you can discuss the impact of the |
| vulnerability if you research will indicate Airflow might not be impacted or private security email if |
| you find a reproducible scenario on how to exploit it.</p></li> |
| </ol> |
| <p><strong>How do I discuss publicly about public CVEs in the image?</strong></p> |
| <p>The security scans report public vulnerabilities in 3rd-party components of Airflow. Since those are |
| already public vulnerabilities, this is something you can talk about but others also are talking about. |
| So you can do research on your own first. Try to find discussions about the issues, how others were handling |
| it and possibly even try to explore, whether the vulnerability can be exploited in Airflow or not. |
| This is a very valuable contribution to the community you can do in order to help others to |
| understand the impact of the vulnerability on Airflow. We highly appreciate our commercial users do it, |
| because Airflow is maintained by volunteers, so if you or your company can spend some time and skills of |
| security researchers to help the community to understand the impact of the vulnerability on Airflow, it |
| could be a fantastic contribution to the community and way to give back to the project that your company uses |
| for free.</p> |
| <p>You are free to discuss it publicly, open a <a class="reference external" href="https://github.com/apache/airflow/discussions">GitHub Discussion</a> |
| mentioning your findings and research you’ve done so far. Ideally (as a way to contribute to Airflow) you |
| should explain the findings of your own security team in your company to help to research and understand |
| the impact of the vulnerability on Airflow (and your way of using it). |
| Again - strong suggestion is to open ONE discussion per vulnerability. You should NOT post scan results in |
| bulk - this is not helpful for a discussion, and you will not get meaningful answers if you will attempt to |
| discuss all the issues in one discussion thread.</p> |
| <p>Yes - we know it’s the easy way to copy & paste your result and ask others what to do, but doing it is |
| going to likely result in silence because such actions in the community as seen as pretty selfish way of |
| getting your problems solved by tapping into time of other volunteers, without spending your time on making it |
| easier for them to help. If you really want to get help from the community, focus your discussion on |
| particular CVE, provide your findings - including analyzing your report in detail and finding which |
| binaries and base images exactly are causing the scanner to report the vulnerability. Remember that only |
| you have access to your scanner and you should bring as much helpful information so that others can |
| comment on it. Show that you have done your homework and that you bring valuable information to the community.</p> |
| <p>Opening a GitHub Discussion for this kind of issues is also a great way to communicate with the |
| maintainers and security team in an open and transparent way - without reverting to the private security |
| mailing list (which serves different purpose as explained above). If after such a discussion there will be |
| a way to remove such a vulnerability from the scanned image - great, you can even contribute a PR to the |
| Dockerfile to remove the vulnerability from the image. Maybe such a discussion will lead to a PR to allow |
| Airflow to upgrade to newer dependency that fixes the vulnerability or remove it altogether, or maybe |
| there is already a way to mitigate it or maybe there is already a PR that someone works on to fix it. |
| All this can (and should) be discussed publicly and transparently in a GitHub Discussion, not via private |
| security email, nor GitHub Issues which are exclusively about Airflow Issues not 3rd-party components |
| public security issues.</p> |
| </div> |
| <div class="section" id="support"> |
| <h1>Support<a class="headerlink" href="#support" title="Permalink to this heading">¶</a></h1> |
| <p>The reference Docker Image supports the following platforms and database:</p> |
| <div class="section" id="intel-platform-x86-64"> |
| <h2>Intel platform (x86_64)<a class="headerlink" href="#intel-platform-x86-64" title="Permalink to this heading">¶</a></h2> |
| <ul class="simple"> |
| <li><p>Postgres Client</p></li> |
| <li><p>MySQL Client</p></li> |
| <li><p>MSSQL Client</p></li> |
| </ul> |
| </div> |
| <div class="section" id="arm-platform-aarch64"> |
| <h2>ARM platform (aarch64)<a class="headerlink" href="#arm-platform-aarch64" title="Permalink to this heading">¶</a></h2> |
| <p>ARM support is experimental, might change any time.</p> |
| <ul class="simple"> |
| <li><p>Postgres Client</p></li> |
| <li><p>MySQL Client (MySQL 8)</p></li> |
| <li><p>MSSQL Client</p></li> |
| </ul> |
| <p>Note that MySQL on arm has experimental support through MariaDB client library.</p> |
| </div> |
| </div> |
| <div class="section" id="usage"> |
| <h1>Usage<a class="headerlink" href="#usage" title="Permalink to this heading">¶</a></h1> |
| <p>The <span class="target" id="index-0"></span><a class="reference external" href="/docs/apache-airflow/stable/cli-and-env-variables-ref.html#envvar-AIRFLOW_HOME" title="(in apache-airflow v2.10.0.dev0)"><code class="xref std std-envvar docutils literal notranslate"><span class="pre">AIRFLOW_HOME</span></code></a> is set by default to <code class="docutils literal notranslate"><span class="pre">/opt/airflow/</span></code> - this means that DAGs |
| are by default in the <code class="docutils literal notranslate"><span class="pre">/opt/airflow/dags</span></code> folder and logs are in the <code class="docutils literal notranslate"><span class="pre">/opt/airflow/logs</span></code></p> |
| <p>The working directory is <code class="docutils literal notranslate"><span class="pre">/opt/airflow</span></code> by default.</p> |
| <p>If no <span class="target" id="index-1"></span><code class="xref std std-envvar docutils literal notranslate"><span class="pre">AIRFLOW__DATABASE__SQL_ALCHEMY_CONN</span></code> variable is set then SQLite database is created in |
| <code class="docutils literal notranslate"><span class="pre">${AIRFLOW_HOME}/airflow.db</span></code>.</p> |
| <p>For example commands that start Airflow see: <a class="reference internal" href="entrypoint.html#entrypoint-commands"><span class="std std-ref">Executing commands</span></a>.</p> |
| <p>Airflow requires many components to function as it is a distributed application. You may therefore also be interested |
| in launching Airflow in the Docker Compose environment, see: <a class="reference external" href="/docs/apache-airflow/stable/howto/docker-compose/index.html" title="(in apache-airflow v2.10.0.dev0)"><span>Running Airflow in Docker</span></a>.</p> |
| <p>You can use this image in <a class="reference external" href="/docs/helm-chart/stable/index.html" title="(in helm-chart v1.14.0)"><span class="xref std std-doc">Helm Chart</span></a> as well.</p> |
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