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| <h1>Source code for airflow.providers.yandex.operators.yandexcloud_dataproc</h1><div class="highlight"><pre> |
| <span></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="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Union</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.yandex.hooks.yandexcloud_dataproc</span> <span class="kn">import</span> <span class="n">DataprocHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.decorators</span> <span class="kn">import</span> <span class="n">apply_defaults</span> |
| |
| |
| <div class="viewcode-block" id="DataprocCreateClusterOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateClusterOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocCreateClusterOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Creates Yandex.Cloud Data Proc cluster.</span> |
| |
| <span class="sd"> :param folder_id: ID of the folder in which cluster should be created.</span> |
| <span class="sd"> :type folder_id: Optional[str]</span> |
| <span class="sd"> :param cluster_name: Cluster name. Must be unique inside the folder.</span> |
| <span class="sd"> :type cluster_name: Optional[str]</span> |
| <span class="sd"> :param cluster_description: Cluster description.</span> |
| <span class="sd"> :type cluster_description: str</span> |
| <span class="sd"> :param cluster_image_version: Cluster image version. Use default.</span> |
| <span class="sd"> :type cluster_image_version: str</span> |
| <span class="sd"> :param ssh_public_keys: List of SSH public keys that will be deployed to created compute instances.</span> |
| <span class="sd"> :type ssh_public_keys: Optional[Union[str, Iterable[str]]]</span> |
| <span class="sd"> :param subnet_id: ID of the subnetwork. All Data Proc cluster nodes will use one subnetwork.</span> |
| <span class="sd"> :type subnet_id: str</span> |
| <span class="sd"> :param services: List of services that will be installed to the cluster. Possible options:</span> |
| <span class="sd"> HDFS, YARN, MAPREDUCE, HIVE, TEZ, ZOOKEEPER, HBASE, SQOOP, FLUME, SPARK, SPARK, ZEPPELIN, OOZIE</span> |
| <span class="sd"> :type services: Iterable[str]</span> |
| <span class="sd"> :param s3_bucket: Yandex.Cloud S3 bucket to store cluster logs.</span> |
| <span class="sd"> Jobs will not work if the bucket is not specified.</span> |
| <span class="sd"> :type s3_bucket: Optional[str]</span> |
| <span class="sd"> :param zone: Availability zone to create cluster in.</span> |
| <span class="sd"> Currently there are ru-central1-a, ru-central1-b and ru-central1-c.</span> |
| <span class="sd"> :type zone: str</span> |
| <span class="sd"> :param service_account_id: Service account id for the cluster.</span> |
| <span class="sd"> Service account can be created inside the folder.</span> |
| <span class="sd"> :type service_account_id: Optional[str]</span> |
| <span class="sd"> :param masternode_resource_preset: Resources preset (CPU+RAM configuration)</span> |
| <span class="sd"> for the master node of the cluster.</span> |
| <span class="sd"> :type masternode_resource_preset: str</span> |
| <span class="sd"> :param masternode_disk_size: Masternode storage size in GiB.</span> |
| <span class="sd"> :type masternode_disk_size: int</span> |
| <span class="sd"> :param masternode_disk_type: Masternode storage type. Possible options: network-ssd, network-hdd.</span> |
| <span class="sd"> :type masternode_disk_type: str</span> |
| <span class="sd"> :param datanode_resource_preset: Resources preset (CPU+RAM configuration)</span> |
| <span class="sd"> for the data nodes of the cluster.</span> |
| <span class="sd"> :type datanode_resource_preset: str</span> |
| <span class="sd"> :param datanode_disk_size: Datanodes storage size in GiB.</span> |
| <span class="sd"> :type datanode_disk_size: int</span> |
| <span class="sd"> :param datanode_disk_type: Datanodes storage type. Possible options: network-ssd, network-hdd.</span> |
| <span class="sd"> :type datanode_disk_type: str</span> |
| <span class="sd"> :param computenode_resource_preset: Resources preset (CPU+RAM configuration)</span> |
| <span class="sd"> for the compute nodes of the cluster.</span> |
| <span class="sd"> :type computenode_resource_preset: str</span> |
| <span class="sd"> :param computenode_disk_size: Computenodes storage size in GiB.</span> |
| <span class="sd"> :type computenode_disk_size: int</span> |
| <span class="sd"> :param computenode_disk_type: Computenodes storage type. Possible options: network-ssd, network-hdd.</span> |
| <span class="sd"> :type computenode_disk_type: str</span> |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type connection_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <span class="c1"># pylint: disable=too-many-instance-attributes</span> |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="c1"># pylint: disable=too-many-locals</span> |
| <span class="nd">@apply_defaults</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">folder_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">cluster_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">cluster_description</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">''</span><span class="p">,</span> |
| <span class="n">cluster_image_version</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'1.1'</span><span class="p">,</span> |
| <span class="n">ssh_public_keys</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">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">subnet_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">services</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="p">(</span><span class="s1">'HDFS'</span><span class="p">,</span> <span class="s1">'YARN'</span><span class="p">,</span> <span class="s1">'MAPREDUCE'</span><span class="p">,</span> <span class="s1">'HIVE'</span><span class="p">,</span> <span class="s1">'SPARK'</span><span class="p">),</span> |
| <span class="n">s3_bucket</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">zone</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'ru-central1-b'</span><span class="p">,</span> |
| <span class="n">service_account_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">masternode_resource_preset</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'s2.small'</span><span class="p">,</span> |
| <span class="n">masternode_disk_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">15</span><span class="p">,</span> |
| <span class="n">masternode_disk_type</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'network-ssd'</span><span class="p">,</span> |
| <span class="n">datanode_resource_preset</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'s2.small'</span><span class="p">,</span> |
| <span class="n">datanode_disk_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">15</span><span class="p">,</span> |
| <span class="n">datanode_disk_type</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'network-ssd'</span><span class="p">,</span> |
| <span class="n">datanode_count</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> |
| <span class="n">computenode_resource_preset</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'s2.small'</span><span class="p">,</span> |
| <span class="n">computenode_disk_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">15</span><span class="p">,</span> |
| <span class="n">computenode_disk_type</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'network-ssd'</span><span class="p">,</span> |
| <span class="n">computenode_count</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> |
| <span class="n">connection_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="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">folder_id</span> <span class="o">=</span> <span class="n">folder_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_name</span> <span class="o">=</span> <span class="n">cluster_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_description</span> <span class="o">=</span> <span class="n">cluster_description</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_image_version</span> <span class="o">=</span> <span class="n">cluster_image_version</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">ssh_public_keys</span> <span class="o">=</span> <span class="n">ssh_public_keys</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">subnet_id</span> <span class="o">=</span> <span class="n">subnet_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">services</span> <span class="o">=</span> <span class="n">services</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">s3_bucket</span> <span class="o">=</span> <span class="n">s3_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">zone</span> <span class="o">=</span> <span class="n">zone</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">service_account_id</span> <span class="o">=</span> <span class="n">service_account_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">masternode_resource_preset</span> <span class="o">=</span> <span class="n">masternode_resource_preset</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">masternode_disk_size</span> <span class="o">=</span> <span class="n">masternode_disk_size</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">masternode_disk_type</span> <span class="o">=</span> <span class="n">masternode_disk_type</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">datanode_resource_preset</span> <span class="o">=</span> <span class="n">datanode_resource_preset</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">datanode_disk_size</span> <span class="o">=</span> <span class="n">datanode_disk_size</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">datanode_disk_type</span> <span class="o">=</span> <span class="n">datanode_disk_type</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">datanode_count</span> <span class="o">=</span> <span class="n">datanode_count</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">computenode_resource_preset</span> <span class="o">=</span> <span class="n">computenode_resource_preset</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">computenode_disk_size</span> <span class="o">=</span> <span class="n">computenode_disk_size</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">computenode_disk_type</span> <span class="o">=</span> <span class="n">computenode_disk_type</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">computenode_count</span> <span class="o">=</span> <span class="n">computenode_count</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocCreateClusterOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateClusterOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">operation_result</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">create_cluster</span><span class="p">(</span> |
| <span class="n">folder_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">folder_id</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_name</span><span class="p">,</span> |
| <span class="n">cluster_description</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_description</span><span class="p">,</span> |
| <span class="n">cluster_image_version</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_image_version</span><span class="p">,</span> |
| <span class="n">ssh_public_keys</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ssh_public_keys</span><span class="p">,</span> |
| <span class="n">subnet_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">subnet_id</span><span class="p">,</span> |
| <span class="n">services</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">services</span><span class="p">,</span> |
| <span class="n">s3_bucket</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">s3_bucket</span><span class="p">,</span> |
| <span class="n">zone</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">zone</span><span class="p">,</span> |
| <span class="n">service_account_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">service_account_id</span><span class="p">,</span> |
| <span class="n">masternode_resource_preset</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">masternode_resource_preset</span><span class="p">,</span> |
| <span class="n">masternode_disk_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">masternode_disk_size</span><span class="p">,</span> |
| <span class="n">masternode_disk_type</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">masternode_disk_type</span><span class="p">,</span> |
| <span class="n">datanode_resource_preset</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">datanode_resource_preset</span><span class="p">,</span> |
| <span class="n">datanode_disk_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">datanode_disk_size</span><span class="p">,</span> |
| <span class="n">datanode_disk_type</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">datanode_disk_type</span><span class="p">,</span> |
| <span class="n">datanode_count</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">datanode_count</span><span class="p">,</span> |
| <span class="n">computenode_resource_preset</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">computenode_resource_preset</span><span class="p">,</span> |
| <span class="n">computenode_disk_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">computenode_disk_size</span><span class="p">,</span> |
| <span class="n">computenode_disk_type</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">computenode_disk_type</span><span class="p">,</span> |
| <span class="n">computenode_count</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">computenode_count</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="n">operation_result</span><span class="o">.</span><span class="n">response</span><span class="o">.</span><span class="n">id</span><span class="p">)</span> |
| <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DataprocDeleteClusterOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocDeleteClusterOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocDeleteClusterOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Deletes Yandex.Cloud Data Proc cluster.</span> |
| |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> :param cluster_id: ID of the cluster to remove. (templated)</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DataprocDeleteClusterOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocDeleteClusterOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'cluster_id'</span><span class="p">]</span></div> |
| |
| <span class="nd">@apply_defaults</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">connection_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">cluster_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="o">**</span><span class="n">kwargs</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">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocDeleteClusterOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocDeleteClusterOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">)</span> |
| <span class="n">connection_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">delete_cluster</span><span class="p">(</span><span class="n">cluster_id</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DataprocCreateHiveJobOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateHiveJobOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocCreateHiveJobOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Runs Hive job in Data Proc cluster.</span> |
| |
| <span class="sd"> :param query: Hive query.</span> |
| <span class="sd"> :type query: Optional[str]</span> |
| <span class="sd"> :param query_file_uri: URI of the script that contains Hive queries. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type query_file_uri: Optional[str]</span> |
| <span class="sd"> :param properties: A mapping of property names to values, used to configure Hive.</span> |
| <span class="sd"> :type properties: Optional[Dist[str, str]]</span> |
| <span class="sd"> :param script_variables: Mapping of query variable names to values.</span> |
| <span class="sd"> :type script_variables: Optional[Dist[str, str]]</span> |
| <span class="sd"> :param continue_on_failure: Whether to continue executing queries if a query fails.</span> |
| <span class="sd"> :type continue_on_failure: bool</span> |
| <span class="sd"> :param name: Name of the job. Used for labeling.</span> |
| <span class="sd"> :type name: str</span> |
| <span class="sd"> :param cluster_id: ID of the cluster to run job in.</span> |
| <span class="sd"> Will try to take the ID from Dataproc Hook object if ot specified. (templated)</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type connection_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DataprocCreateHiveJobOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateHiveJobOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'cluster_id'</span><span class="p">]</span></div> |
| |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="nd">@apply_defaults</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">query</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">query_file_uri</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">script_variables</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">continue_on_failure</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">properties</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">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'Hive job'</span><span class="p">,</span> |
| <span class="n">cluster_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">connection_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="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">query</span> <span class="o">=</span> <span class="n">query</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">query_file_uri</span> <span class="o">=</span> <span class="n">query_file_uri</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">script_variables</span> <span class="o">=</span> <span class="n">script_variables</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">continue_on_failure</span> <span class="o">=</span> <span class="n">continue_on_failure</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">properties</span> <span class="o">=</span> <span class="n">properties</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocCreateHiveJobOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateHiveJobOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">)</span> |
| <span class="n">connection_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">create_hive_job</span><span class="p">(</span> |
| <span class="n">query</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">query</span><span class="p">,</span> |
| <span class="n">query_file_uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">query_file_uri</span><span class="p">,</span> |
| <span class="n">script_variables</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">script_variables</span><span class="p">,</span> |
| <span class="n">continue_on_failure</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">continue_on_failure</span><span class="p">,</span> |
| <span class="n">properties</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">properties</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">name</span><span class="p">,</span> |
| <span class="n">cluster_id</span><span class="o">=</span><span class="n">cluster_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="DataprocCreateMapReduceJobOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateMapReduceJobOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocCreateMapReduceJobOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Runs Mapreduce job in Data Proc cluster.</span> |
| |
| <span class="sd"> :param main_jar_file_uri: URI of jar file with job.</span> |
| <span class="sd"> Can be placed in HDFS or S3. Can be specified instead of main_class.</span> |
| <span class="sd"> :type main_class: Optional[str]</span> |
| <span class="sd"> :param main_class: Name of the main class of the job. Can be specified instead of main_jar_file_uri.</span> |
| <span class="sd"> :type main_class: Optional[str]</span> |
| <span class="sd"> :param file_uris: URIs of files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type file_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param archive_uris: URIs of archive files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param jar_file_uris: URIs of JAR files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param properties: Properties for the job.</span> |
| <span class="sd"> :type properties: Optional[Dist[str, str]]</span> |
| <span class="sd"> :param args: Arguments to be passed to the job.</span> |
| <span class="sd"> :type args: Optional[Iterable[str]]</span> |
| <span class="sd"> :param name: Name of the job. Used for labeling.</span> |
| <span class="sd"> :type name: str</span> |
| <span class="sd"> :param cluster_id: ID of the cluster to run job in.</span> |
| <span class="sd"> Will try to take the ID from Dataproc Hook object if ot specified. (templated)</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type connection_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DataprocCreateMapReduceJobOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateMapReduceJobOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'cluster_id'</span><span class="p">]</span></div> |
| |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="nd">@apply_defaults</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">main_class</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">main_jar_file_uri</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">jar_file_uris</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">archive_uris</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">file_uris</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">args</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">properties</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">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'Mapreduce job'</span><span class="p">,</span> |
| <span class="n">cluster_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">connection_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="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">main_class</span> <span class="o">=</span> <span class="n">main_class</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">main_jar_file_uri</span> <span class="o">=</span> <span class="n">main_jar_file_uri</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span> <span class="o">=</span> <span class="n">jar_file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span> <span class="o">=</span> <span class="n">archive_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span> <span class="o">=</span> <span class="n">file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">args</span> <span class="o">=</span> <span class="n">args</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">properties</span> <span class="o">=</span> <span class="n">properties</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocCreateMapReduceJobOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateMapReduceJobOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">)</span> |
| <span class="n">connection_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">create_mapreduce_job</span><span class="p">(</span> |
| <span class="n">main_class</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">main_class</span><span class="p">,</span> |
| <span class="n">main_jar_file_uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">main_jar_file_uri</span><span class="p">,</span> |
| <span class="n">jar_file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span><span class="p">,</span> |
| <span class="n">archive_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span><span class="p">,</span> |
| <span class="n">file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span><span class="p">,</span> |
| <span class="n">args</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">args</span><span class="p">,</span> |
| <span class="n">properties</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">properties</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">name</span><span class="p">,</span> |
| <span class="n">cluster_id</span><span class="o">=</span><span class="n">cluster_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="DataprocCreateSparkJobOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateSparkJobOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocCreateSparkJobOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Runs Spark job in Data Proc cluster.</span> |
| |
| <span class="sd"> :param main_jar_file_uri: URI of jar file with job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type main_class: Optional[str]</span> |
| <span class="sd"> :param main_class: Name of the main class of the job.</span> |
| <span class="sd"> :type main_class: Optional[str]</span> |
| <span class="sd"> :param file_uris: URIs of files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type file_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param archive_uris: URIs of archive files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param jar_file_uris: URIs of JAR files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param properties: Properties for the job.</span> |
| <span class="sd"> :type properties: Optional[Dist[str, str]]</span> |
| <span class="sd"> :param args: Arguments to be passed to the job.</span> |
| <span class="sd"> :type args: Optional[Iterable[str]]</span> |
| <span class="sd"> :param name: Name of the job. Used for labeling.</span> |
| <span class="sd"> :type name: str</span> |
| <span class="sd"> :param cluster_id: ID of the cluster to run job in.</span> |
| <span class="sd"> Will try to take the ID from Dataproc Hook object if ot specified. (templated)</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type connection_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DataprocCreateSparkJobOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateSparkJobOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'cluster_id'</span><span class="p">]</span></div> |
| |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="nd">@apply_defaults</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">main_class</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">main_jar_file_uri</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">jar_file_uris</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">archive_uris</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">file_uris</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">args</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">properties</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">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'Spark job'</span><span class="p">,</span> |
| <span class="n">cluster_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">connection_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="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">main_class</span> <span class="o">=</span> <span class="n">main_class</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">main_jar_file_uri</span> <span class="o">=</span> <span class="n">main_jar_file_uri</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span> <span class="o">=</span> <span class="n">jar_file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span> <span class="o">=</span> <span class="n">archive_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span> <span class="o">=</span> <span class="n">file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">args</span> <span class="o">=</span> <span class="n">args</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">properties</span> <span class="o">=</span> <span class="n">properties</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocCreateSparkJobOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreateSparkJobOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">)</span> |
| <span class="n">connection_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">create_spark_job</span><span class="p">(</span> |
| <span class="n">main_class</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">main_class</span><span class="p">,</span> |
| <span class="n">main_jar_file_uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">main_jar_file_uri</span><span class="p">,</span> |
| <span class="n">jar_file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span><span class="p">,</span> |
| <span class="n">archive_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span><span class="p">,</span> |
| <span class="n">file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span><span class="p">,</span> |
| <span class="n">args</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">args</span><span class="p">,</span> |
| <span class="n">properties</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">properties</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">name</span><span class="p">,</span> |
| <span class="n">cluster_id</span><span class="o">=</span><span class="n">cluster_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="DataprocCreatePysparkJobOperator"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreatePysparkJobOperator">[docs]</a><span class="k">class</span> <span class="nc">DataprocCreatePysparkJobOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""Runs Pyspark job in Data Proc cluster.</span> |
| |
| <span class="sd"> :param main_python_file_uri: URI of python file with job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type main_python_file_uri: Optional[str]</span> |
| <span class="sd"> :param python_file_uris: URIs of python files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type python_file_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param file_uris: URIs of files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type file_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param archive_uris: URIs of archive files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param jar_file_uris: URIs of JAR files used in the job. Can be placed in HDFS or S3.</span> |
| <span class="sd"> :type archive_uris: Optional[Iterable[str]]</span> |
| <span class="sd"> :param properties: Properties for the job.</span> |
| <span class="sd"> :type properties: Optional[Dist[str, str]]</span> |
| <span class="sd"> :param args: Arguments to be passed to the job.</span> |
| <span class="sd"> :type args: Optional[Iterable[str]]</span> |
| <span class="sd"> :param name: Name of the job. Used for labeling.</span> |
| <span class="sd"> :type name: str</span> |
| <span class="sd"> :param cluster_id: ID of the cluster to run job in.</span> |
| <span class="sd"> Will try to take the ID from Dataproc Hook object if ot specified. (templated)</span> |
| <span class="sd"> :type cluster_id: Optional[str]</span> |
| <span class="sd"> :param connection_id: ID of the Yandex.Cloud Airflow connection.</span> |
| <span class="sd"> :type connection_id: Optional[str]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DataprocCreatePysparkJobOperator.template_fields"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreatePysparkJobOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'cluster_id'</span><span class="p">]</span></div> |
| |
| <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="nd">@apply_defaults</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">main_python_file_uri</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">python_file_uris</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">jar_file_uris</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">archive_uris</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">file_uris</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">args</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">properties</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">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'Pyspark job'</span><span class="p">,</span> |
| <span class="n">cluster_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">connection_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="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">main_python_file_uri</span> <span class="o">=</span> <span class="n">main_python_file_uri</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">python_file_uris</span> <span class="o">=</span> <span class="n">python_file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span> <span class="o">=</span> <span class="n">jar_file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span> <span class="o">=</span> <span class="n">archive_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span> <span class="o">=</span> <span class="n">file_uris</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">args</span> <span class="o">=</span> <span class="n">args</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">properties</span> <span class="o">=</span> <span class="n">properties</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="o">=</span> <span class="n">connection_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataprocHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <div class="viewcode-block" id="DataprocCreatePysparkJobOperator.execute"><a class="viewcode-back" href="../../../../../_api/airflow/providers/yandex/operators/yandexcloud_dataproc/index.html#airflow.providers.yandex.operators.yandexcloud_dataproc.DataprocCreatePysparkJobOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">)</span> |
| <span class="n">connection_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_id</span> <span class="ow">or</span> <span class="n">context</span><span class="p">[</span><span class="s1">'task_instance'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_pull</span><span class="p">(</span> |
| <span class="n">key</span><span class="o">=</span><span class="s1">'yandexcloud_connection_id'</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span> <span class="o">=</span> <span class="n">DataprocHook</span><span class="p">(</span> |
| <span class="n">connection_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">create_pyspark_job</span><span class="p">(</span> |
| <span class="n">main_python_file_uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">main_python_file_uri</span><span class="p">,</span> |
| <span class="n">python_file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">python_file_uris</span><span class="p">,</span> |
| <span class="n">jar_file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar_file_uris</span><span class="p">,</span> |
| <span class="n">archive_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">archive_uris</span><span class="p">,</span> |
| <span class="n">file_uris</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">file_uris</span><span class="p">,</span> |
| <span class="n">args</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">args</span><span class="p">,</span> |
| <span class="n">properties</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">properties</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">name</span><span class="p">,</span> |
| <span class="n">cluster_id</span><span class="o">=</span><span class="n">cluster_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| </pre></div> |
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