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| <h1>Source code for airflow.providers.docker.operators.docker</h1><div class="highlight"><pre> |
| <span></span><span class="c1">#</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"># "License"); 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"># "AS IS" 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">"""Implements Docker operator"""</span> |
| <span class="kn">import</span> <span class="nn">ast</span> |
| <span class="kn">import</span> <span class="nn">io</span> |
| <span class="kn">import</span> <span class="nn">pickle</span> |
| <span class="kn">import</span> <span class="nn">tarfile</span> |
| <span class="kn">from</span> <span class="nn">tempfile</span> <span class="kn">import</span> <span class="n">TemporaryDirectory</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">docker</span> <span class="kn">import</span> <span class="n">APIClient</span><span class="p">,</span> <span class="n">tls</span> <span class="c1"># type: ignore[attr-defined]</span> |
| <span class="kn">from</span> <span class="nn">docker.constants</span> <span class="kn">import</span> <span class="n">DEFAULT_TIMEOUT_SECONDS</span> <span class="c1"># type: ignore[attr-defined]</span> |
| <span class="kn">from</span> <span class="nn">docker.errors</span> <span class="kn">import</span> <span class="n">APIError</span> <span class="c1"># type: ignore[attr-defined]</span> |
| <span class="kn">from</span> <span class="nn">docker.types</span> <span class="kn">import</span> <span class="n">DeviceRequest</span><span class="p">,</span> <span class="n">Mount</span> <span class="c1"># type: ignore[attr-defined]</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.models</span> <span class="kn">import</span> <span class="n">BaseOperator</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.docker.hooks.docker</span> <span class="kn">import</span> <span class="n">DockerHook</span> |
| |
| <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.context</span> <span class="kn">import</span> <span class="n">Context</span> |
| |
| |
| <div class="viewcode-block" id="stringify"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.stringify">[docs]</a><span class="k">def</span> <span class="nf">stringify</span><span class="p">(</span><span class="n">line</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">bytes</span><span class="p">]):</span> |
| <span class="sd">"""Make sure string is returned even if bytes are passed. Docker stream can return bytes."""</span> |
| <span class="n">decode_method</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s1">'decode'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">decode_method</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">decode_method</span><span class="p">(</span><span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8'</span><span class="p">,</span> <span class="n">errors</span><span class="o">=</span><span class="s1">'surrogateescape'</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">line</span></div> |
| |
| |
| <div class="viewcode-block" id="DockerOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator">[docs]</a><span class="k">class</span> <span class="nc">DockerOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Execute a command inside a docker container.</span> |
| |
| <span class="sd"> By default, a temporary directory is</span> |
| <span class="sd"> created on the host and mounted into a container to allow storing files</span> |
| <span class="sd"> that together exceed the default disk size of 10GB in a container.</span> |
| <span class="sd"> In this case The path to the mounted directory can be accessed</span> |
| <span class="sd"> via the environment variable ``AIRFLOW_TMP_DIR``.</span> |
| |
| <span class="sd"> If the volume cannot be mounted, warning is printed and an attempt is made to execute the docker</span> |
| <span class="sd"> command without the temporary folder mounted. This is to make it works by default with remote docker</span> |
| <span class="sd"> engine or when you run docker-in-docker solution and temporary directory is not shared with the</span> |
| <span class="sd"> docker engine. Warning is printed in logs in this case.</span> |
| |
| <span class="sd"> If you know you run DockerOperator with remote engine or via docker-in-docker</span> |
| <span class="sd"> you should set ``mount_tmp_dir`` parameter to False. In this case, you can still use</span> |
| <span class="sd"> ``mounts`` parameter to mount already existing named volumes in your Docker Engine</span> |
| <span class="sd"> to achieve similar capability where you can store files exceeding default disk size</span> |
| <span class="sd"> of the container,</span> |
| |
| <span class="sd"> If a login to a private registry is required prior to pulling the image, a</span> |
| <span class="sd"> Docker connection needs to be configured in Airflow and the connection ID</span> |
| <span class="sd"> be provided with the parameter ``docker_conn_id``.</span> |
| |
| <span class="sd"> :param image: Docker image from which to create the container.</span> |
| <span class="sd"> If image tag is omitted, "latest" will be used. (templated)</span> |
| <span class="sd"> :param api_version: Remote API version. Set to ``auto`` to automatically</span> |
| <span class="sd"> detect the server's version.</span> |
| <span class="sd"> :param command: Command to be run in the container. (templated)</span> |
| <span class="sd"> :param container_name: Name of the container. Optional (templated)</span> |
| <span class="sd"> :param cpus: Number of CPUs to assign to the container.</span> |
| <span class="sd"> This value gets multiplied with 1024. See</span> |
| <span class="sd"> https://docs.docker.com/engine/reference/run/#cpu-share-constraint</span> |
| <span class="sd"> :param docker_url: URL of the host running the docker daemon.</span> |
| <span class="sd"> Default is unix://var/run/docker.sock</span> |
| <span class="sd"> :param environment: Environment variables to set in the container. (templated)</span> |
| <span class="sd"> :param private_environment: Private environment variables to set in the container.</span> |
| <span class="sd"> These are not templated, and hidden from the website.</span> |
| <span class="sd"> :param force_pull: Pull the docker image on every run. Default is False.</span> |
| <span class="sd"> :param mem_limit: Maximum amount of memory the container can use.</span> |
| <span class="sd"> Either a float value, which represents the limit in bytes,</span> |
| <span class="sd"> or a string like ``128m`` or ``1g``.</span> |
| <span class="sd"> :param host_tmp_dir: Specify the location of the temporary directory on the host which will</span> |
| <span class="sd"> be mapped to tmp_dir. If not provided defaults to using the standard system temp directory.</span> |
| <span class="sd"> :param network_mode: Network mode for the container.</span> |
| <span class="sd"> It can be one of the following:</span> |
| <span class="sd"> bridge - Create new network stack for the container with default docker bridge network</span> |
| <span class="sd"> None - No networking for this container</span> |
| <span class="sd"> container:<name|id> - Use the network stack of another container specified via <name|id></span> |
| <span class="sd"> host - Use the host network stack. Incompatible with `port_bindings`</span> |
| <span class="sd"> '<network-name>|<network-id>' - Connects the container to user created network</span> |
| <span class="sd"> (using `docker network create` command)</span> |
| <span class="sd"> :param tls_ca_cert: Path to a PEM-encoded certificate authority</span> |
| <span class="sd"> to secure the docker connection.</span> |
| <span class="sd"> :param tls_client_cert: Path to the PEM-encoded certificate</span> |
| <span class="sd"> used to authenticate docker client.</span> |
| <span class="sd"> :param tls_client_key: Path to the PEM-encoded key used to authenticate docker client.</span> |
| <span class="sd"> :param tls_hostname: Hostname to match against</span> |
| <span class="sd"> the docker server certificate or False to disable the check.</span> |
| <span class="sd"> :param tls_ssl_version: Version of SSL to use when communicating with docker daemon.</span> |
| <span class="sd"> :param mount_tmp_dir: Specify whether the temporary directory should be bind-mounted</span> |
| <span class="sd"> from the host to the container. Defaults to True</span> |
| <span class="sd"> :param tmp_dir: Mount point inside the container to</span> |
| <span class="sd"> a temporary directory created on the host by the operator.</span> |
| <span class="sd"> The path is also made available via the environment variable</span> |
| <span class="sd"> ``AIRFLOW_TMP_DIR`` inside the container.</span> |
| <span class="sd"> :param user: Default user inside the docker container.</span> |
| <span class="sd"> :param mounts: List of volumes to mount into the container. Each item should</span> |
| <span class="sd"> be a :py:class:`docker.types.Mount` instance.</span> |
| <span class="sd"> :param entrypoint: Overwrite the default ENTRYPOINT of the image</span> |
| <span class="sd"> :param working_dir: Working directory to</span> |
| <span class="sd"> set on the container (equivalent to the -w switch the docker client)</span> |
| <span class="sd"> :param xcom_all: Push all the stdout or just the last line.</span> |
| <span class="sd"> The default is False (last line).</span> |
| <span class="sd"> :param docker_conn_id: The :ref:`Docker connection id <howto/connection:docker>`</span> |
| <span class="sd"> :param dns: Docker custom DNS servers</span> |
| <span class="sd"> :param dns_search: Docker custom DNS search domain</span> |
| <span class="sd"> :param auto_remove: Auto-removal of the container on daemon side when the</span> |
| <span class="sd"> container's process exits.</span> |
| <span class="sd"> The default is False.</span> |
| <span class="sd"> :param shm_size: Size of ``/dev/shm`` in bytes. The size must be</span> |
| <span class="sd"> greater than 0. If omitted uses system default.</span> |
| <span class="sd"> :param tty: Allocate pseudo-TTY to the container</span> |
| <span class="sd"> This needs to be set see logs of the Docker container.</span> |
| <span class="sd"> :param privileged: Give extended privileges to this container.</span> |
| <span class="sd"> :param cap_add: Include container capabilities</span> |
| <span class="sd"> :param retrieve_output: Should this docker image consistently attempt to pull from and output</span> |
| <span class="sd"> file before manually shutting down the image. Useful for cases where users want a pickle serialized</span> |
| <span class="sd"> output that is not posted to logs</span> |
| <span class="sd"> :param retrieve_output_path: path for output file that will be retrieved and passed to xcom</span> |
| <span class="sd"> :param device_requests: Expose host resources such as GPUs to the container.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DockerOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.template_fields">[docs]</a> <span class="n">template_fields</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="s1">'image'</span><span class="p">,</span> <span class="s1">'command'</span><span class="p">,</span> <span class="s1">'environment'</span><span class="p">,</span> <span class="s1">'container_name'</span><span class="p">)</span></div> |
| <div class="viewcode-block" id="DockerOperator.template_ext"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.template_ext">[docs]</a> <span class="n">template_ext</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="s1">'.sh'</span><span class="p">,</span> |
| <span class="s1">'.bash'</span><span class="p">,</span></div> |
| <span class="p">)</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="o">*</span><span class="p">,</span> |
| <span class="n">image</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">api_version</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">command</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">List</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">container_name</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">cpus</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">1.0</span><span class="p">,</span> |
| <span class="n">docker_url</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'unix://var/run/docker.sock'</span><span class="p">,</span> |
| <span class="n">environment</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">private_environment</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">force_pull</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">mem_limit</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">float</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">host_tmp_dir</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">network_mode</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">tls_ca_cert</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">tls_client_cert</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">tls_client_key</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">tls_hostname</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">bool</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">tls_ssl_version</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">mount_tmp_dir</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">tmp_dir</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'/tmp/airflow'</span><span class="p">,</span> |
| <span class="n">user</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</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">mounts</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="n">Mount</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">entrypoint</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">List</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">working_dir</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">xcom_all</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">docker_conn_id</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">dns</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</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">dns_search</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</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">auto_remove</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">shm_size</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">tty</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">privileged</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">cap_add</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Iterable</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">extra_hosts</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</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="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retrieve_output</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">retrieve_output_path</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">timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">DEFAULT_TIMEOUT_SECONDS</span><span class="p">,</span> |
| <span class="n">device_requests</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="n">DeviceRequest</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</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="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">api_version</span> <span class="o">=</span> <span class="n">api_version</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">auto_remove</span> <span class="o">=</span> <span class="n">auto_remove</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">command</span> <span class="o">=</span> <span class="n">command</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">container_name</span> <span class="o">=</span> <span class="n">container_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cpus</span> <span class="o">=</span> <span class="n">cpus</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dns</span> <span class="o">=</span> <span class="n">dns</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dns_search</span> <span class="o">=</span> <span class="n">dns_search</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">docker_url</span> <span class="o">=</span> <span class="n">docker_url</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">environment</span> <span class="o">=</span> <span class="n">environment</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_private_environment</span> <span class="o">=</span> <span class="n">private_environment</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">force_pull</span> <span class="o">=</span> <span class="n">force_pull</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">image</span> <span class="o">=</span> <span class="n">image</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">mem_limit</span> <span class="o">=</span> <span class="n">mem_limit</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">host_tmp_dir</span> <span class="o">=</span> <span class="n">host_tmp_dir</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">network_mode</span> <span class="o">=</span> <span class="n">network_mode</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tls_ca_cert</span> <span class="o">=</span> <span class="n">tls_ca_cert</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tls_client_cert</span> <span class="o">=</span> <span class="n">tls_client_cert</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tls_client_key</span> <span class="o">=</span> <span class="n">tls_client_key</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tls_hostname</span> <span class="o">=</span> <span class="n">tls_hostname</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tls_ssl_version</span> <span class="o">=</span> <span class="n">tls_ssl_version</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">mount_tmp_dir</span> <span class="o">=</span> <span class="n">mount_tmp_dir</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tmp_dir</span> <span class="o">=</span> <span class="n">tmp_dir</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">user</span> <span class="o">=</span> <span class="n">user</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">mounts</span> <span class="o">=</span> <span class="n">mounts</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">entrypoint</span> <span class="o">=</span> <span class="n">entrypoint</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">working_dir</span> <span class="o">=</span> <span class="n">working_dir</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">xcom_all</span> <span class="o">=</span> <span class="n">xcom_all</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">docker_conn_id</span> <span class="o">=</span> <span class="n">docker_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">shm_size</span> <span class="o">=</span> <span class="n">shm_size</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tty</span> <span class="o">=</span> <span class="n">tty</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">privileged</span> <span class="o">=</span> <span class="n">privileged</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cap_add</span> <span class="o">=</span> <span class="n">cap_add</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">extra_hosts</span> <span class="o">=</span> <span class="n">extra_hosts</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">cli</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">container</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">retrieve_output</span> <span class="o">=</span> <span class="n">retrieve_output</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">retrieve_output_path</span> <span class="o">=</span> <span class="n">retrieve_output_path</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> <span class="o">=</span> <span class="n">timeout</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">device_requests</span> <span class="o">=</span> <span class="n">device_requests</span> |
| |
| <div class="viewcode-block" id="DockerOperator.get_hook"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.get_hook">[docs]</a> <span class="k">def</span> <span class="nf">get_hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">DockerHook</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves hook for the operator.</span> |
| |
| <span class="sd"> :return: The Docker Hook</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="n">DockerHook</span><span class="p">(</span> |
| <span class="n">docker_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">docker_conn_id</span><span class="p">,</span> |
| <span class="n">base_url</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">docker_url</span><span class="p">,</span> |
| <span class="n">version</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">api_version</span><span class="p">,</span> |
| <span class="n">tls</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">__get_tls_config</span><span class="p">(),</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">_run_image</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">List</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">"""Run a Docker container with the provided image"""</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">'Starting docker container from image </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">image</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">cli</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">"The 'cli' should be initialized before!"</span><span class="p">)</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">mount_tmp_dir</span><span class="p">:</span> |
| <span class="k">with</span> <span class="n">TemporaryDirectory</span><span class="p">(</span><span class="n">prefix</span><span class="o">=</span><span class="s1">'airflowtmp'</span><span class="p">,</span> <span class="nb">dir</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">host_tmp_dir</span><span class="p">)</span> <span class="k">as</span> <span class="n">host_tmp_dir_generated</span><span class="p">:</span> |
| <span class="n">tmp_mount</span> <span class="o">=</span> <span class="n">Mount</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tmp_dir</span><span class="p">,</span> <span class="n">host_tmp_dir_generated</span><span class="p">,</span> <span class="s2">"bind"</span><span class="p">)</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">_run_image_with_mounts</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mounts</span> <span class="o">+</span> <span class="p">[</span><span class="n">tmp_mount</span><span class="p">],</span> <span class="n">add_tmp_variable</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> |
| <span class="k">except</span> <span class="n">APIError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">host_tmp_dir_generated</span> <span class="ow">in</span> <span class="nb">str</span><span class="p">(</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">warning</span><span class="p">(</span> |
| <span class="s2">"Using remote engine or docker-in-docker and mounting temporary "</span> |
| <span class="s2">"volume from host is not supported. Falling back to "</span> |
| <span class="s2">"`mount_tmp_dir=False` mode. You can set `mount_tmp_dir` parameter"</span> |
| <span class="s2">" to False to disable mounting and remove the warning"</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_image_with_mounts</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mounts</span><span class="p">,</span> <span class="n">add_tmp_variable</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> |
| <span class="k">raise</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_image_with_mounts</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mounts</span><span class="p">,</span> <span class="n">add_tmp_variable</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">_run_image_with_mounts</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">target_mounts</span><span class="p">,</span> <span class="n">add_tmp_variable</span><span class="p">:</span> <span class="nb">bool</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">List</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="k">if</span> <span class="n">add_tmp_variable</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">environment</span><span class="p">[</span><span class="s1">'AIRFLOW_TMP_DIR'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">tmp_dir</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">environment</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s1">'AIRFLOW_TMP_DIR'</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="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">"The 'cli' should be initialized before!"</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">container</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">create_container</span><span class="p">(</span> |
| <span class="n">command</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">format_command</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">command</span><span class="p">),</span> |
| <span class="n">name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">container_name</span><span class="p">,</span> |
| <span class="n">environment</span><span class="o">=</span><span class="p">{</span><span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">environment</span><span class="p">,</span> <span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">_private_environment</span><span class="p">},</span> |
| <span class="n">host_config</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">create_host_config</span><span class="p">(</span> |
| <span class="n">auto_remove</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">mounts</span><span class="o">=</span><span class="n">target_mounts</span><span class="p">,</span> |
| <span class="n">network_mode</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">network_mode</span><span class="p">,</span> |
| <span class="n">shm_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">shm_size</span><span class="p">,</span> |
| <span class="n">dns</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dns</span><span class="p">,</span> |
| <span class="n">dns_search</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dns_search</span><span class="p">,</span> |
| <span class="n">cpu_shares</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cpus</span> <span class="o">*</span> <span class="mi">1024</span><span class="p">)),</span> |
| <span class="n">mem_limit</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">mem_limit</span><span class="p">,</span> |
| <span class="n">cap_add</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cap_add</span><span class="p">,</span> |
| <span class="n">extra_hosts</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">extra_hosts</span><span class="p">,</span> |
| <span class="n">privileged</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">privileged</span><span class="p">,</span> |
| <span class="n">device_requests</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">device_requests</span><span class="p">,</span> |
| <span class="p">),</span> |
| <span class="n">image</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">image</span><span class="p">,</span> |
| <span class="n">user</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">user</span><span class="p">,</span> |
| <span class="n">entrypoint</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">format_command</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">entrypoint</span><span class="p">),</span> |
| <span class="n">working_dir</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">working_dir</span><span class="p">,</span> |
| <span class="n">tty</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">tty</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">logstream</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">attach</span><span class="p">(</span><span class="n">container</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</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">stream</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">start</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">])</span> |
| |
| <span class="n">log_lines</span> <span class="o">=</span> <span class="p">[]</span> |
| <span class="k">for</span> <span class="n">log_chunk</span> <span class="ow">in</span> <span class="n">logstream</span><span class="p">:</span> |
| <span class="n">log_chunk</span> <span class="o">=</span> <span class="n">stringify</span><span class="p">(</span><span class="n">log_chunk</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> |
| <span class="n">log_lines</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">log_chunk</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="s2">"</span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">log_chunk</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">cli</span><span class="o">.</span><span class="n">wait</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">])</span> |
| <span class="k">if</span> <span class="n">result</span><span class="p">[</span><span class="s1">'StatusCode'</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="n">joined_log_lines</span> <span class="o">=</span> <span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">log_lines</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">'Docker container failed: </span><span class="si">{</span><span class="nb">repr</span><span class="p">(</span><span class="n">result</span><span class="p">)</span><span class="si">}</span><span class="s1"> lines </span><span class="si">{</span><span class="n">joined_log_lines</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">retrieve_output</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_attempt_to_retrieve_result</span><span class="p">()</span> |
| <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">do_xcom_push</span><span class="p">:</span> |
| <span class="n">log_parameters</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s1">'container'</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">],</span> |
| <span class="s1">'stdout'</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="s1">'stderr'</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="s1">'stream'</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="p">}</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">xcom_all</span><span class="p">:</span> |
| <span class="k">return</span> <span class="p">[</span><span class="n">stringify</span><span class="p">(</span><span class="n">line</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">logs</span><span class="p">(</span><span class="o">**</span><span class="n">log_parameters</span><span class="p">)]</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">lines</span> <span class="o">=</span> <span class="p">[</span><span class="n">stringify</span><span class="p">(</span><span class="n">line</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">logs</span><span class="p">(</span><span class="o">**</span><span class="n">log_parameters</span><span class="p">,</span> <span class="n">tail</span><span class="o">=</span><span class="mi">1</span><span class="p">)]</span> |
| <span class="k">return</span> <span class="n">lines</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="k">if</span> <span class="n">lines</span> <span class="k">else</span> <span class="kc">None</span> |
| <span class="k">except</span> <span class="ne">StopIteration</span><span class="p">:</span> |
| <span class="c1"># handle the case when there is not a single line to iterate on</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="k">finally</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">auto_remove</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">remove_container</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">])</span> |
| |
| <span class="k">def</span> <span class="nf">_attempt_to_retrieve_result</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Attempts to pull the result of the function from the expected file using docker's</span> |
| <span class="sd"> get_archive function.</span> |
| <span class="sd"> If the file is not yet ready, returns None</span> |
| <span class="sd"> :return:</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="nf">copy_from_docker</span><span class="p">(</span><span class="n">container_id</span><span class="p">,</span> <span class="n">src</span><span class="p">):</span> |
| <span class="n">archived_result</span><span class="p">,</span> <span class="n">stat</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">get_archive</span><span class="p">(</span><span class="n">container_id</span><span class="p">,</span> <span class="n">src</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">stat</span><span class="p">[</span><span class="s1">'size'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="c1"># 0 byte file, it can't be anything else than None</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="c1"># no need to port to a file since we intend to deserialize</span> |
| <span class="n">file_standin</span> <span class="o">=</span> <span class="n">io</span><span class="o">.</span><span class="n">BytesIO</span><span class="p">(</span><span class="sa">b</span><span class="s2">""</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">archived_result</span><span class="p">))</span> |
| <span class="n">tar</span> <span class="o">=</span> <span class="n">tarfile</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">fileobj</span><span class="o">=</span><span class="n">file_standin</span><span class="p">)</span> |
| <span class="n">file</span> <span class="o">=</span> <span class="n">tar</span><span class="o">.</span><span class="n">extractfile</span><span class="p">(</span><span class="n">stat</span><span class="p">[</span><span class="s1">'name'</span><span class="p">])</span> |
| <span class="n">lib</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s1">'pickling_library'</span><span class="p">,</span> <span class="n">pickle</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">lib</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">file</span><span class="o">.</span><span class="n">read</span><span class="p">())</span> |
| |
| <span class="k">try</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">copy_from_docker</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">],</span> <span class="bp">self</span><span class="o">.</span><span class="n">retrieve_output_path</span><span class="p">)</span> |
| <span class="k">except</span> <span class="n">APIError</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DockerOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">:</span> <span class="s1">'Context'</span><span class="p">)</span> <span class="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cli</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_cli</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">cli</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">"The 'cli' should be initialized before!"</span><span class="p">)</span> |
| |
| <span class="c1"># Pull the docker image if `force_pull` is set or image does not exist locally</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">force_pull</span> <span class="ow">or</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">images</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">image</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">'Pulling docker image </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">image</span><span class="p">)</span> |
| <span class="n">latest_status</span> <span class="o">=</span> <span class="p">{}</span> |
| <span class="k">for</span> <span class="n">output</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">pull</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">image</span><span class="p">,</span> <span class="n">stream</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">decode</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="nb">str</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="s2">"</span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">output</span><span class="p">)</span> |
| <span class="k">continue</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">output</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span> <span class="ow">and</span> <span class="s1">'status'</span> <span class="ow">in</span> <span class="n">output</span><span class="p">:</span> |
| <span class="n">output_status</span> <span class="o">=</span> <span class="n">output</span><span class="p">[</span><span class="s2">"status"</span><span class="p">]</span> |
| <span class="k">if</span> <span class="s1">'id'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">output</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="s2">"</span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">output_status</span><span class="p">)</span> |
| <span class="k">continue</span> |
| |
| <span class="n">output_id</span> <span class="o">=</span> <span class="n">output</span><span class="p">[</span><span class="s2">"id"</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">latest_status</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">output_id</span><span class="p">)</span> <span class="o">!=</span> <span class="n">output_status</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="s2">"</span><span class="si">%s</span><span class="s2">: </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">output_id</span><span class="p">,</span> <span class="n">output_status</span><span class="p">)</span> |
| <span class="n">latest_status</span><span class="p">[</span><span class="n">output_id</span><span class="p">]</span> <span class="o">=</span> <span class="n">output_status</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_image</span><span class="p">()</span></div> |
| |
| <span class="k">def</span> <span class="nf">_get_cli</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">APIClient</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">docker_conn_id</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_hook</span><span class="p">()</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">tls_config</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_tls_config</span><span class="p">()</span> |
| <span class="k">return</span> <span class="n">APIClient</span><span class="p">(</span> |
| <span class="n">base_url</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">docker_url</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">api_version</span><span class="p">,</span> <span class="n">tls</span><span class="o">=</span><span class="n">tls_config</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">timeout</span> |
| <span class="p">)</span> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="DockerOperator.format_command"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.format_command">[docs]</a> <span class="k">def</span> <span class="nf">format_command</span><span class="p">(</span><span class="n">command</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]])</span> <span class="o">-></span> <span class="n">Union</span><span class="p">[</span><span class="n">List</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">"""</span> |
| <span class="sd"> Retrieve command(s). if command string starts with [, it returns the command list)</span> |
| |
| <span class="sd"> :param command: Docker command or entrypoint</span> |
| |
| <span class="sd"> :return: the command (or commands)</span> |
| <span class="sd"> :rtype: str | List[str]</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">command</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="ow">and</span> <span class="n">command</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="s1">'['</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">ast</span><span class="o">.</span><span class="n">literal_eval</span><span class="p">(</span><span class="n">command</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">command</span></div> |
| |
| <div class="viewcode-block" id="DockerOperator.on_kill"><a class="viewcode-back" href="../../../../../_api/airflow/providers/docker/operators/docker/index.html#airflow.providers.docker.operators.docker.DockerOperator.on_kill">[docs]</a> <span class="k">def</span> <span class="nf">on_kill</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">cli</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">'Stopping docker container'</span><span class="p">)</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">container</span> <span class="ow">is</span> <span class="kc">None</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">'Not attempting to kill container as it was not created'</span><span class="p">)</span> |
| <span class="k">return</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cli</span><span class="o">.</span><span class="n">stop</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">container</span><span class="p">[</span><span class="s1">'Id'</span><span class="p">])</span></div> |
| |
| <span class="k">def</span> <span class="nf">__get_tls_config</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="n">tls</span><span class="o">.</span><span class="n">TLSConfig</span><span class="p">]:</span> |
| <span class="n">tls_config</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">tls_ca_cert</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">tls_client_cert</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">tls_client_key</span><span class="p">:</span> |
| <span class="c1"># Ignore type error on SSL version here - it is deprecated and type annotation is wrong</span> |
| <span class="c1"># it should be string</span> |
| <span class="n">tls_config</span> <span class="o">=</span> <span class="n">tls</span><span class="o">.</span><span class="n">TLSConfig</span><span class="p">(</span> |
| <span class="n">ca_cert</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">tls_ca_cert</span><span class="p">,</span> |
| <span class="n">client_cert</span><span class="o">=</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tls_client_cert</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">tls_client_key</span><span class="p">),</span> |
| <span class="n">verify</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">ssl_version</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">tls_ssl_version</span><span class="p">,</span> |
| <span class="n">assert_hostname</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">tls_hostname</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">docker_url</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">docker_url</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'tcp://'</span><span class="p">,</span> <span class="s1">'https://'</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">tls_config</span></div> |
| </pre></div> |
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