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| <div class="section" id="image-build-arguments-reference"> |
| <h1>Image build arguments reference<a class="headerlink" href="#image-build-arguments-reference" title="Permalink to this headline">¶</a></h1> |
| <p>The following build arguments (<code class="docutils literal notranslate"><span class="pre">--build-arg</span></code> in docker build command) can be used for production images. |
| Those arguments are used when you want to customize the image. You can see some examples of it in |
| <a class="reference internal" href="build.html#image-build-pypi"><span class="std std-ref">Building from PyPI packages</span></a>.</p> |
| <div class="section" id="basic-arguments"> |
| <h2>Basic arguments<a class="headerlink" href="#basic-arguments" title="Permalink to this headline">¶</a></h2> |
| <p>Those are the most common arguments that you use when you want to build a custom image.</p> |
| <table class="docutils align-default"> |
| <colgroup> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| <col style="width: 35%" /> |
| </colgroup> |
| <thead> |
| <tr class="row-odd"><th class="head"><p>Build argument</p></th> |
| <th class="head"><p>Default value</p></th> |
| <th class="head"><p>Description</p></th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">PYTHON_BASE_IMAGE</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">python:3.7-slim-buster</span></code></p></td> |
| <td><p>Base python image.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_VERSION</span></code></p></td> |
| <td><p><code class="code docutils literal notranslate"><span class="pre">2.2.5</span></code></p></td> |
| <td><p>version of Airflow.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_EXTRAS</span></code></p></td> |
| <td><p>(see below the table)</p></td> |
| <td><p>Default extras with which airflow is |
| installed.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_AIRFLOW_EXTRAS</span></code></p></td> |
| <td></td> |
| <td><p>Optional additional extras with which |
| airflow is installed.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_HOME</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">/opt/airflow</span></code></p></td> |
| <td><p>Airflow’s HOME (that’s where logs and |
| SQLite databases are stored).</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_USER_HOME_DIR</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">/home/airflow</span></code></p></td> |
| <td><p>Home directory of the Airflow user.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_PIP_VERSION</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">21.3.1</span></code></p></td> |
| <td><p>PIP version used.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">PIP_PROGRESS_BAR</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">on</span></code></p></td> |
| <td><p>Progress bar for PIP installation</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_UID</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">50000</span></code></p></td> |
| <td><p>Airflow user UID.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_CONSTRAINTS_REFERENCE</span></code></p></td> |
| <td></td> |
| <td><p>Reference (branch or tag) from GitHub |
| where constraints file is taken from |
| It can be <code class="docutils literal notranslate"><span class="pre">constraints-main</span></code> or |
| <code class="docutils literal notranslate"><span class="pre">constraints-2-0</span></code> for |
| 2.0.* installation. In case of building |
| specific version you want to point it |
| to specific tag, for example |
| <code class="code docutils literal notranslate"><span class="pre">constraints-2.2.5</span></code>. |
| Auto-detected if empty.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>Before Airflow 2.2, the image also had <code class="docutils literal notranslate"><span class="pre">AIRFLOW_GID</span></code> parameter, but it did not provide any additional |
| functionality - only added confusion - so it has been removed.</p> |
| </div> |
| <p>List of default extras in the production Dockerfile:</p> |
| <ul class="simple"> |
| <li><p>amazon</p></li> |
| <li><p>async</p></li> |
| <li><p>celery</p></li> |
| <li><p>cncf.kubernetes</p></li> |
| <li><p>dask</p></li> |
| <li><p>docker</p></li> |
| <li><p>elasticsearch</p></li> |
| <li><p>ftp</p></li> |
| <li><p>google</p></li> |
| <li><p>google_auth</p></li> |
| <li><p>grpc</p></li> |
| <li><p>hashicorp</p></li> |
| <li><p>http</p></li> |
| <li><p>ldap</p></li> |
| <li><p>microsoft.azure</p></li> |
| <li><p>mysql</p></li> |
| <li><p>odbc</p></li> |
| <li><p>pandas</p></li> |
| <li><p>postgres</p></li> |
| <li><p>redis</p></li> |
| <li><p>sendgrid</p></li> |
| <li><p>sftp</p></li> |
| <li><p>slack</p></li> |
| <li><p>ssh</p></li> |
| <li><p>statsd</p></li> |
| <li><p>virtualenv</p></li> |
| </ul> |
| </div> |
| <div class="section" id="image-optimization-options"> |
| <h2>Image optimization options<a class="headerlink" href="#image-optimization-options" title="Permalink to this headline">¶</a></h2> |
| <p>The main advantage of Customization method of building Airflow image, is that it allows to build highly optimized image because |
| the final image (RUNTIME) might not contain all the dependencies that are needed to build and install all other dependencies |
| (DEV). Those arguments allow to control what is installed in the DEV image and what is installed in RUNTIME one, thus |
| allowing to produce much more optimized images. See <a class="reference internal" href="build.html#image-build-optimized"><span class="std std-ref">Building optimized images</span></a>. |
| for examples of using those arguments.</p> |
| <table class="docutils align-default"> |
| <colgroup> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| </colgroup> |
| <thead> |
| <tr class="row-odd"><th class="head"><p>Build argument</p></th> |
| <th class="head"><p>Default value</p></th> |
| <th class="head"><p>Description</p></th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">UPGRADE_TO_NEWER_DEPENDENCIES</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">false</span></code></p></td> |
| <td><p>If set to true, the dependencies are |
| upgraded to newer versions matching |
| setup.py before installation.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_PYTHON_DEPS</span></code></p></td> |
| <td></td> |
| <td><p>Optional python packages to extend |
| the image with some extra dependencies.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">DEV_APT_COMMAND</span></code></p></td> |
| <td><p>(see Dockerfile)</p></td> |
| <td><p>Dev apt command executed before dev deps |
| are installed in the Build image.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_DEV_APT_COMMAND</span></code></p></td> |
| <td></td> |
| <td><p>Additional Dev apt command executed |
| before dev dep are installed |
| in the Build image. Should start with |
| <code class="docutils literal notranslate"><span class="pre">&&</span></code>.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">DEV_APT_DEPS</span></code></p></td> |
| <td><p>(see Dockerfile)</p></td> |
| <td><p>Dev APT dependencies installed |
| in the Build image.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_DEV_APT_DEPS</span></code></p></td> |
| <td></td> |
| <td><p>Additional apt dev dependencies |
| installed in the Build image.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_DEV_APT_ENV</span></code></p></td> |
| <td></td> |
| <td><p>Additional env variables defined |
| when installing dev deps.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">RUNTIME_APT_COMMAND</span></code></p></td> |
| <td><p>(see Dockerfile)</p></td> |
| <td><p>Runtime apt command executed before deps |
| are installed in the Main image.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_RUNTIME_APT_COMMAND</span></code></p></td> |
| <td></td> |
| <td><p>Additional Runtime apt command executed |
| before runtime dep are installed |
| in the Main image. Should start with |
| <code class="docutils literal notranslate"><span class="pre">&&</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">RUNTIME_APT_DEPS</span></code></p></td> |
| <td><p>(see Dockerfile)</p></td> |
| <td><p>Runtime APT dependencies installed |
| in the Main image.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_RUNTIME_APT_DEPS</span></code></p></td> |
| <td></td> |
| <td><p>Additional apt runtime dependencies |
| installed in the Main image.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">ADDITIONAL_RUNTIME_APT_ENV</span></code></p></td> |
| <td></td> |
| <td><p>Additional env variables defined |
| when installing runtime deps.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">INSTALL_MYSQL_CLIENT</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">true</span></code></p></td> |
| <td><p>Whether MySQL client should be installed |
| The mysql extra is removed from extras |
| if the client is not installed.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">INSTALL_MSSQL_CLIENT</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">true</span></code></p></td> |
| <td><p>Whether MsSQL client should be installed</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="installing-airflow-using-different-methods"> |
| <h2>Installing Airflow using different methods<a class="headerlink" href="#installing-airflow-using-different-methods" title="Permalink to this headline">¶</a></h2> |
| <p>Those parameters are useful only if you want to install Airflow using different installation methods than the default |
| (installing from PyPI packages).</p> |
| <p>This is usually only useful if you have your own fork of Airflow and want to build the images locally from |
| those sources - either locally or directly from GitHub sources. This way you do not need to release your |
| Airflow and Providers via PyPI - they can be installed directly from sources or from GitHub repository. |
| Another option of installation is to build Airflow from previously prepared binary Python packages which might |
| be useful if you need to build Airflow in environments that require high levels of security.</p> |
| <dl class="simple"> |
| <dt>You can see some examples of those in:</dt><dd><ul class="simple"> |
| <li><p><a class="reference internal" href="build.html#image-build-github"><span class="std std-ref">Building from GitHub</span></a>,</p></li> |
| <li><p><a class="reference internal" href="build.html#image-build-custom"><span class="std std-ref">Using custom installation sources</span></a>,</p></li> |
| <li><p><a class="reference internal" href="build.html#image-build-secure-environments"><span class="std std-ref">Build images in security restricted environments</span></a></p></li> |
| </ul> |
| </dd> |
| </dl> |
| <table class="docutils align-default"> |
| <colgroup> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| </colgroup> |
| <thead> |
| <tr class="row-odd"><th class="head"><p>Build argument</p></th> |
| <th class="head"><p>Default value</p></th> |
| <th class="head"><p>Description</p></th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_INSTALLATION_METHOD</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">apache-airflow</span></code></p></td> |
| <td><p>Installation method of Apache Airflow. |
| <code class="docutils literal notranslate"><span class="pre">apache-airflow</span></code> for installation from |
| PyPI. It can be GitHub repository URL |
| including branch or tag to install from |
| that repository or "." to install from |
| local sources. Installing from sources |
| requires appropriate values of the |
| <code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_FROM</span></code> and |
| <code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_TO</span></code> variables (see |
| below)</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_FROM</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">empty</span></code></p></td> |
| <td><p>Sources of Airflow. Set it to "." when |
| you install Airflow from local sources</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_TO</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">/empty</span></code></p></td> |
| <td><p>Target for Airflow sources. Set to |
| "/opt/airflow" when you install Airflow |
| from local sources.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_WWW_FROM</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">empty</span></code></p></td> |
| <td><p>Sources of Airflow WWW files used for |
| asset compilation. Set it to |
| "./airflow/www" when |
| you install Airflow from local sources</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_SOURCES_WWW_TO</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">/empty</span></code></p></td> |
| <td><p>Target for Airflow files used for |
| asset compilation. Set it to |
| "/opt/airflow/airflow/www" when |
| you install Airflow from local sources.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_VERSION_SPECIFICATION</span></code></p></td> |
| <td></td> |
| <td><p>Optional - might be used for using limit |
| for Airflow version installation - for |
| example <code class="docutils literal notranslate"><span class="pre"><2.0.2</span></code> for automated builds.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">INSTALL_PROVIDERS_FROM_SOURCES</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">false</span></code></p></td> |
| <td><p>If set to <code class="docutils literal notranslate"><span class="pre">true</span></code> and image is built |
| from sources, all provider packages are |
| installed from sources rather than from |
| packages. It has no effect when |
| installing from PyPI or GitHub repo.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_CONSTRAINTS_LOCATION</span></code></p></td> |
| <td></td> |
| <td><p>If not empty, it will override the |
| source of the constraints with the |
| specified URL or file. Note that the |
| file has to be in docker context so |
| it's best to place such file in |
| one of the folders included in |
| <code class="docutils literal notranslate"><span class="pre">.dockerignore</span></code> file.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">INSTALL_FROM_DOCKER_CONTEXT_FILES</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">false</span></code></p></td> |
| <td><p>If set to true, Airflow, providers and |
| all dependencies are installed from |
| from locally built/downloaded |
| .whl and .tar.gz files placed in the |
| <code class="docutils literal notranslate"><span class="pre">docker-context-files</span></code>. In certain |
| corporate environments, this is required |
| to install airflow from such pre-vetted |
| packages rather than from PyPI. For this |
| to work, also set <code class="docutils literal notranslate"><span class="pre">INSTALL_FROM_PYPI</span></code>. |
| Note that packages starting with |
| <code class="docutils literal notranslate"><span class="pre">apache?airflow</span></code> glob are treated |
| differently than other packages. All |
| <code class="docutils literal notranslate"><span class="pre">apache?airflow</span></code> packages are |
| installed with dependencies limited by |
| airflow constraints. All other packages |
| are installed without dependencies |
| 'as-is'. If you wish to install airflow |
| via 'pip download' with all dependencies |
| downloaded, you have to rename the |
| apache airflow and provider packages to |
| not start with <code class="docutils literal notranslate"><span class="pre">apache?airflow</span></code> glob.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="pre-caching-pip-dependencies"> |
| <h2>Pre-caching PIP dependencies<a class="headerlink" href="#pre-caching-pip-dependencies" title="Permalink to this headline">¶</a></h2> |
| <p>When image is build from PIP, by default pre-caching of PIP dependencies is used. This is in order to speed-up incremental |
| builds during development. When pre-cached PIP dependencies are used and <code class="docutils literal notranslate"><span class="pre">setup.py</span></code> or <code class="docutils literal notranslate"><span class="pre">setup.cfg</span></code> changes, the |
| PIP dependencies are already pre-installed, thus resulting in much faster image rebuild. This is purely an optimization |
| of time needed to build the images and should be disabled if you want to install Airflow from |
| docker context files.</p> |
| <table class="docutils align-default"> |
| <colgroup> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| <col style="width: 33%" /> |
| </colgroup> |
| <thead> |
| <tr class="row-odd"><th class="head"><p>Build argument</p></th> |
| <th class="head"><p>Default value</p></th> |
| <th class="head"><p>Description</p></th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_BRANCH</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">main</span></code></p></td> |
| <td><p>the branch from which PIP dependencies |
| are pre-installed initially.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_REPO</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">apache/airflow</span></code></p></td> |
| <td><p>the repository from which PIP |
| dependencies are pre-installed.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">AIRFLOW_PRE_CACHED_PIP_PACKAGES</span></code></p></td> |
| <td><p><code class="docutils literal notranslate"><span class="pre">false</span></code></p></td> |
| <td><p>Allows to pre-cache airflow PIP packages |
| from the GitHub of Apache Airflow |
| This allows to optimize iterations for |
| Image builds and speeds up CI builds.</p></td> |
| </tr> |
| </tbody> |
| </table> |
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| <li><a class="reference internal" href="#installing-airflow-using-different-methods">Installing Airflow using different methods</a></li> |
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