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| <h1>Source code for airflow.providers.google.cloud.operators.gcs</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">"""This module contains a Google Cloud Storage Bucket operator."""</span> |
| <span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span> |
| |
| <span class="kn">import</span> <span class="nn">datetime</span> |
| <span class="kn">import</span> <span class="nn">subprocess</span> |
| <span class="kn">import</span> <span class="nn">sys</span> |
| <span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span> |
| <span class="kn">from</span> <span class="nn">tempfile</span> <span class="kn">import</span> <span class="n">NamedTemporaryFile</span><span class="p">,</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">Sequence</span> |
| |
| <span class="kn">import</span> <span class="nn">pendulum</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> |
| |
| <span class="kn">from</span> <span class="nn">google.api_core.exceptions</span> <span class="kn">import</span> <span class="n">Conflict</span> |
| <span class="kn">from</span> <span class="nn">google.cloud.exceptions</span> <span class="kn">import</span> <span class="n">GoogleCloudError</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.google.cloud.hooks.gcs</span> <span class="kn">import</span> <span class="n">GCSHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.common.links.storage</span> <span class="kn">import</span> <span class="n">FileDetailsLink</span><span class="p">,</span> <span class="n">StorageLink</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils</span> <span class="kn">import</span> <span class="n">timezone</span> |
| |
| |
| <div class="viewcode-block" id="GCSCreateBucketOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSCreateBucketOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSCreateBucketOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a new bucket. Google Cloud Storage uses a flat namespace,</span> |
| <span class="sd"> so you can't create a bucket with a name that is already in use.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information, see Bucket Naming Guidelines:</span> |
| <span class="sd"> https://cloud.google.com/storage/docs/bucketnaming.html#requirements</span> |
| |
| <span class="sd"> :param bucket_name: The name of the bucket. (templated)</span> |
| <span class="sd"> :param resource: An optional dict with parameters for creating the bucket.</span> |
| <span class="sd"> For information on available parameters, see Cloud Storage API doc:</span> |
| <span class="sd"> https://cloud.google.com/storage/docs/json_api/v1/buckets/insert</span> |
| <span class="sd"> :param storage_class: This defines how objects in the bucket are stored</span> |
| <span class="sd"> and determines the SLA and the cost of storage (templated). Values include</span> |
| |
| <span class="sd"> - ``MULTI_REGIONAL``</span> |
| <span class="sd"> - ``REGIONAL``</span> |
| <span class="sd"> - ``STANDARD``</span> |
| <span class="sd"> - ``NEARLINE``</span> |
| <span class="sd"> - ``COLDLINE``.</span> |
| |
| <span class="sd"> If this value is not specified when the bucket is</span> |
| <span class="sd"> created, it will default to STANDARD.</span> |
| <span class="sd"> :param location: The location of the bucket. (templated)</span> |
| <span class="sd"> Object data for objects in the bucket resides in physical storage</span> |
| <span class="sd"> within this region. Defaults to US.</span> |
| |
| <span class="sd"> .. seealso:: https://developers.google.com/storage/docs/bucket-locations</span> |
| |
| <span class="sd"> :param project_id: The ID of the Google Cloud Project. (templated)</span> |
| <span class="sd"> :param labels: User-provided labels, in key/value pairs.</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| |
| <span class="sd"> The following Operator would create a new bucket ``test-bucket``</span> |
| <span class="sd"> with ``MULTI_REGIONAL`` storage class in ``EU`` region</span> |
| |
| <span class="sd"> .. code-block:: python</span> |
| |
| <span class="sd"> CreateBucket = GoogleCloudStorageCreateBucketOperator(</span> |
| <span class="sd"> task_id="CreateNewBucket",</span> |
| <span class="sd"> bucket_name="test-bucket",</span> |
| <span class="sd"> storage_class="MULTI_REGIONAL",</span> |
| <span class="sd"> location="EU",</span> |
| <span class="sd"> labels={"env": "dev", "team": "airflow"},</span> |
| <span class="sd"> gcp_conn_id="airflow-conn-id",</span> |
| <span class="sd"> )</span> |
| |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSCreateBucketOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSCreateBucketOperator.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">'bucket_name'</span><span class="p">,</span> |
| <span class="s1">'storage_class'</span><span class="p">,</span> |
| <span class="s1">'location'</span><span class="p">,</span> |
| <span class="s1">'project_id'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="GCSCreateBucketOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSCreateBucketOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f0eee4'</span></div> |
| <div class="viewcode-block" id="GCSCreateBucketOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSCreateBucketOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">StorageLink</span><span class="p">(),)</span></div> |
| |
| <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">bucket_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">resource</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">storage_class</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'MULTI_REGIONAL'</span><span class="p">,</span> |
| <span class="n">location</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'US'</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">labels</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">bucket_name</span> <span class="o">=</span> <span class="n">bucket_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">resource</span> <span class="o">=</span> <span class="n">resource</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">storage_class</span> <span class="o">=</span> <span class="n">storage_class</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">location</span> <span class="o">=</span> <span class="n">location</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="n">project_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSCreateBucketOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSCreateBucketOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">StorageLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> <span class="ow">or</span> <span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">create_bucket</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">,</span> |
| <span class="n">resource</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">resource</span><span class="p">,</span> |
| <span class="n">storage_class</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">storage_class</span><span class="p">,</span> |
| <span class="n">location</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="n">labels</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">labels</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">except</span> <span class="n">Conflict</span><span class="p">:</span> <span class="c1"># HTTP 409</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">"Bucket </span><span class="si">%s</span><span class="s2"> already exists"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="GCSListObjectsOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSListObjectsOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSListObjectsOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> List all objects from the bucket with the given string prefix and delimiter in name.</span> |
| |
| <span class="sd"> This operator returns a python list with the name of objects which can be used by</span> |
| <span class="sd"> XCom in the downstream task.</span> |
| |
| <span class="sd"> :param bucket: The Google Cloud Storage bucket to find the objects. (templated)</span> |
| <span class="sd"> :param prefix: Prefix string which filters objects whose name begin with</span> |
| <span class="sd"> this prefix. (templated)</span> |
| <span class="sd"> :param delimiter: The delimiter by which you want to filter the objects. (templated)</span> |
| <span class="sd"> For e.g to lists the CSV files from in a directory in GCS you would use</span> |
| <span class="sd"> delimiter='.csv'.</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| |
| <span class="sd"> **Example**:</span> |
| <span class="sd"> The following Operator would list all the Avro files from ``sales/sales-2017``</span> |
| <span class="sd"> folder in ``data`` bucket. ::</span> |
| |
| <span class="sd"> GCS_Files = GoogleCloudStorageListOperator(</span> |
| <span class="sd"> task_id='GCS_Files',</span> |
| <span class="sd"> bucket='data',</span> |
| <span class="sd"> prefix='sales/sales-2017/',</span> |
| <span class="sd"> delimiter='.avro',</span> |
| <span class="sd"> gcp_conn_id=google_cloud_conn_id</span> |
| <span class="sd"> )</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSListObjectsOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSListObjectsOperator.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">'bucket'</span><span class="p">,</span> |
| <span class="s1">'prefix'</span><span class="p">,</span> |
| <span class="s1">'delimiter'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GCSListObjectsOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSListObjectsOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f0eee4'</span></div> |
| |
| <div class="viewcode-block" id="GCSListObjectsOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSListObjectsOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">StorageLink</span><span class="p">(),)</span></div> |
| |
| <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">bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">prefix</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">delimiter</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">bucket</span> <span class="o">=</span> <span class="n">bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span> <span class="o">=</span> <span class="n">prefix</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delimiter</span> <span class="o">=</span> <span class="n">delimiter</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSListObjectsOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSListObjectsOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="nb">list</span><span class="p">:</span> |
| |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</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">'Getting list of the files. Bucket: </span><span class="si">%s</span><span class="s1">; Delimiter: </span><span class="si">%s</span><span class="s1">; Prefix: </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">bucket</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delimiter</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">StorageLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">hook</span><span class="o">.</span><span class="n">list</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">prefix</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delimiter</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="GCSDeleteObjectsOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteObjectsOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSDeleteObjectsOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes objects from a Google Cloud Storage bucket, either</span> |
| <span class="sd"> from an explicit list of object names or all objects</span> |
| <span class="sd"> matching a prefix.</span> |
| |
| <span class="sd"> :param bucket_name: The GCS bucket to delete from</span> |
| <span class="sd"> :param objects: List of objects to delete. These should be the names</span> |
| <span class="sd"> of objects in the bucket, not including gs://bucket/</span> |
| <span class="sd"> :param prefix: Prefix of objects to delete. All objects matching this</span> |
| <span class="sd"> prefix in the bucket will be deleted.</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSDeleteObjectsOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteObjectsOperator.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">'bucket_name'</span><span class="p">,</span> |
| <span class="s1">'prefix'</span><span class="p">,</span> |
| <span class="s1">'objects'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</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">bucket_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">objects</span><span class="p">:</span> <span class="nb">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="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">prefix</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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="bp">self</span><span class="o">.</span><span class="n">bucket_name</span> <span class="o">=</span> <span class="n">bucket_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">objects</span> <span class="o">=</span> <span class="n">objects</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">prefix</span> <span class="o">=</span> <span class="n">prefix</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <span class="k">if</span> <span class="n">objects</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">prefix</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">err_message</span> <span class="o">=</span> <span class="s2">"(Task </span><span class="si">{task_id}</span><span class="s2">) Either object or prefix should be set. Both are None."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
| <span class="o">**</span><span class="n">kwargs</span> |
| <span class="p">)</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">err_message</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> |
| |
| <div class="viewcode-block" id="GCSDeleteObjectsOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteObjectsOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">objects</span><span class="p">:</span> |
| <span class="n">objects</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">objects</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">objects</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">list</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">prefix</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">"Deleting </span><span class="si">%s</span><span class="s2"> objects from </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">objects</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">)</span> |
| <span class="k">for</span> <span class="n">object_name</span> <span class="ow">in</span> <span class="n">objects</span><span class="p">:</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">,</span> <span class="n">object_name</span><span class="o">=</span><span class="n">object_name</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="GCSBucketCreateAclEntryOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSBucketCreateAclEntryOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSBucketCreateAclEntryOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a new ACL entry on the specified bucket.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:GCSBucketCreateAclEntryOperator`</span> |
| |
| <span class="sd"> :param bucket: Name of a bucket.</span> |
| <span class="sd"> :param entity: The entity holding the permission, in one of the following forms:</span> |
| <span class="sd"> user-userId, user-email, group-groupId, group-email, domain-domain,</span> |
| <span class="sd"> project-team-projectId, allUsers, allAuthenticatedUsers</span> |
| <span class="sd"> :param role: The access permission for the entity.</span> |
| <span class="sd"> Acceptable values are: "OWNER", "READER", "WRITER".</span> |
| <span class="sd"> :param user_project: (Optional) The project to be billed for this request.</span> |
| <span class="sd"> Required for Requester Pays buckets.</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <span class="c1"># [START gcs_bucket_create_acl_template_fields]</span> |
| <div class="viewcode-block" id="GCSBucketCreateAclEntryOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSBucketCreateAclEntryOperator.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">'bucket'</span><span class="p">,</span> |
| <span class="s1">'entity'</span><span class="p">,</span> |
| <span class="s1">'role'</span><span class="p">,</span> |
| <span class="s1">'user_project'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <span class="c1"># [END gcs_bucket_create_acl_template_fields]</span> |
| <div class="viewcode-block" id="GCSBucketCreateAclEntryOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSBucketCreateAclEntryOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">StorageLink</span><span class="p">(),)</span></div> |
| |
| <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">bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">entity</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">role</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">user_project</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">bucket</span> <span class="o">=</span> <span class="n">bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">entity</span> <span class="o">=</span> <span class="n">entity</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">role</span> <span class="o">=</span> <span class="n">role</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">user_project</span> <span class="o">=</span> <span class="n">user_project</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSBucketCreateAclEntryOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSBucketCreateAclEntryOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">StorageLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">insert_bucket_acl</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="n">entity</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">entity</span><span class="p">,</span> <span class="n">role</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">role</span><span class="p">,</span> <span class="n">user_project</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">user_project</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="GCSObjectCreateAclEntryOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSObjectCreateAclEntryOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSObjectCreateAclEntryOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a new ACL entry on the specified object.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:GCSObjectCreateAclEntryOperator`</span> |
| |
| <span class="sd"> :param bucket: Name of a bucket.</span> |
| <span class="sd"> :param object_name: Name of the object. For information about how to URL encode object</span> |
| <span class="sd"> names to be path safe, see:</span> |
| <span class="sd"> https://cloud.google.com/storage/docs/json_api/#encoding</span> |
| <span class="sd"> :param entity: The entity holding the permission, in one of the following forms:</span> |
| <span class="sd"> user-userId, user-email, group-groupId, group-email, domain-domain,</span> |
| <span class="sd"> project-team-projectId, allUsers, allAuthenticatedUsers</span> |
| <span class="sd"> :param role: The access permission for the entity.</span> |
| <span class="sd"> Acceptable values are: "OWNER", "READER".</span> |
| <span class="sd"> :param generation: Optional. If present, selects a specific revision of this object.</span> |
| <span class="sd"> :param user_project: (Optional) The project to be billed for this request.</span> |
| <span class="sd"> Required for Requester Pays buckets.</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <span class="c1"># [START gcs_object_create_acl_template_fields]</span> |
| <div class="viewcode-block" id="GCSObjectCreateAclEntryOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSObjectCreateAclEntryOperator.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">'bucket'</span><span class="p">,</span> |
| <span class="s1">'object_name'</span><span class="p">,</span> |
| <span class="s1">'entity'</span><span class="p">,</span> |
| <span class="s1">'generation'</span><span class="p">,</span> |
| <span class="s1">'role'</span><span class="p">,</span> |
| <span class="s1">'user_project'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <span class="c1"># [END gcs_object_create_acl_template_fields]</span> |
| <div class="viewcode-block" id="GCSObjectCreateAclEntryOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSObjectCreateAclEntryOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">FileDetailsLink</span><span class="p">(),)</span></div> |
| |
| <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">bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">entity</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">role</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">generation</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">user_project</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">bucket</span> <span class="o">=</span> <span class="n">bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">object_name</span> <span class="o">=</span> <span class="n">object_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">entity</span> <span class="o">=</span> <span class="n">entity</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">role</span> <span class="o">=</span> <span class="n">role</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">generation</span> <span class="o">=</span> <span class="n">generation</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">user_project</span> <span class="o">=</span> <span class="n">user_project</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSObjectCreateAclEntryOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSObjectCreateAclEntryOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">FileDetailsLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="si">}</span><span class="s2">/</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">object_name</span><span class="si">}</span><span class="s2">"</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">insert_object_acl</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">object_name</span><span class="p">,</span> |
| <span class="n">entity</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">entity</span><span class="p">,</span> |
| <span class="n">role</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">role</span><span class="p">,</span> |
| <span class="n">generation</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">generation</span><span class="p">,</span> |
| <span class="n">user_project</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">user_project</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="GCSFileTransformOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSFileTransformOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSFileTransformOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Copies data from a source GCS location to a temporary location on the</span> |
| <span class="sd"> local filesystem. Runs a transformation on this file as specified by</span> |
| <span class="sd"> the transformation script and uploads the output to a destination bucket.</span> |
| <span class="sd"> If the output bucket is not specified the original file will be</span> |
| <span class="sd"> overwritten.</span> |
| |
| <span class="sd"> The locations of the source and the destination files in the local</span> |
| <span class="sd"> filesystem is provided as an first and second arguments to the</span> |
| <span class="sd"> transformation script. The transformation script is expected to read the</span> |
| <span class="sd"> data from source, transform it and write the output to the local</span> |
| <span class="sd"> destination file.</span> |
| |
| <span class="sd"> :param source_bucket: The bucket to locate the source_object. (templated)</span> |
| <span class="sd"> :param source_object: The key to be retrieved from GCS. (templated)</span> |
| <span class="sd"> :param destination_bucket: The bucket to upload the key after transformation.</span> |
| <span class="sd"> If not provided, source_bucket will be used. (templated)</span> |
| <span class="sd"> :param destination_object: The key to be written in GCS.</span> |
| <span class="sd"> If not provided, source_object will be used. (templated)</span> |
| <span class="sd"> :param transform_script: location of the executable transformation script or list of arguments</span> |
| <span class="sd"> passed to subprocess ex. `['python', 'script.py', 10]`. (templated)</span> |
| <span class="sd"> :param gcp_conn_id: The connection ID to use connecting to Google Cloud.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSFileTransformOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSFileTransformOperator.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">'source_bucket'</span><span class="p">,</span> |
| <span class="s1">'source_object'</span><span class="p">,</span> |
| <span class="s1">'destination_bucket'</span><span class="p">,</span> |
| <span class="s1">'destination_object'</span><span class="p">,</span> |
| <span class="s1">'transform_script'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="GCSFileTransformOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSFileTransformOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">FileDetailsLink</span><span class="p">(),)</span></div> |
| |
| <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">source_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">transform_script</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> |
| <span class="n">destination_bucket</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"google_cloud_default"</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">source_bucket</span> <span class="o">=</span> <span class="n">source_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span> <span class="o">=</span> <span class="n">source_object</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">destination_bucket</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span> <span class="o">=</span> <span class="n">destination_object</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span> <span class="o">=</span> <span class="n">transform_script</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">output_encoding</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">getdefaultencoding</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSFileTransformOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSFileTransformOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span><span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">NamedTemporaryFile</span><span class="p">()</span> <span class="k">as</span> <span class="n">source_file</span><span class="p">,</span> <span class="n">NamedTemporaryFile</span><span class="p">()</span> <span class="k">as</span> <span class="n">destination_file</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">"Downloading file from </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">download</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">,</span> <span class="n">object_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="n">source_file</span><span class="o">.</span><span class="n">name</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">"Starting the transformation"</span><span class="p">)</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span><span class="p">]</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span><span class="n">source_file</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">destination_file</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> |
| <span class="k">with</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">Popen</span><span class="p">(</span> |
| <span class="n">args</span><span class="o">=</span><span class="n">cmd</span><span class="p">,</span> <span class="n">stdout</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span> <span class="n">stderr</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">STDOUT</span><span class="p">,</span> <span class="n">close_fds</span><span class="o">=</span><span class="kc">True</span> |
| <span class="p">)</span> <span class="k">as</span> <span class="n">process</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">"Process output:"</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">process</span><span class="o">.</span><span class="n">stdout</span><span class="p">:</span> |
| <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="nb">iter</span><span class="p">(</span><span class="n">process</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">readline</span><span class="p">,</span> <span class="sa">b</span><span class="s1">''</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="n">line</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_encoding</span><span class="p">)</span><span class="o">.</span><span class="n">rstrip</span><span class="p">())</span> |
| |
| <span class="n">process</span><span class="o">.</span><span class="n">wait</span><span class="p">()</span> |
| <span class="k">if</span> <span class="n">process</span><span class="o">.</span><span class="n">returncode</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="s2">"Transform script failed: </span><span class="si">{</span><span class="n">process</span><span class="o">.</span><span class="n">returncode</span><span class="si">}</span><span class="s2">"</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">"Transformation succeeded. Output temporarily located at </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">destination_file</span><span class="o">.</span><span class="n">name</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">"Uploading file to </span><span class="si">%s</span><span class="s2"> as </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span><span class="p">)</span> |
| <span class="n">FileDetailsLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="si">}</span><span class="s2">/</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span><span class="si">}</span><span class="s2">"</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">upload</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span><span class="p">,</span> |
| <span class="n">filename</span><span class="o">=</span><span class="n">destination_file</span><span class="o">.</span><span class="n">name</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="GCSTimeSpanFileTransformOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSTimeSpanFileTransformOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSTimeSpanFileTransformOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Determines a list of objects that were added or modified at a GCS source</span> |
| <span class="sd"> location during a specific time-span, copies them to a temporary location</span> |
| <span class="sd"> on the local file system, runs a transform on this file as specified by</span> |
| <span class="sd"> the transformation script and uploads the output to the destination bucket.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:GCSTimeSpanFileTransformOperator`</span> |
| |
| <span class="sd"> The locations of the source and the destination files in the local</span> |
| <span class="sd"> filesystem is provided as an first and second arguments to the</span> |
| <span class="sd"> transformation script. The time-span is passed to the transform script as</span> |
| <span class="sd"> third and fourth argument as UTC ISO 8601 string.</span> |
| |
| <span class="sd"> The transformation script is expected to read the</span> |
| <span class="sd"> data from source, transform it and write the output to the local</span> |
| <span class="sd"> destination file.</span> |
| |
| <span class="sd"> :param source_bucket: The bucket to fetch data from. (templated)</span> |
| <span class="sd"> :param source_prefix: Prefix string which filters objects whose name begin with</span> |
| <span class="sd"> this prefix. Can interpolate execution date and time components. (templated)</span> |
| <span class="sd"> :param source_gcp_conn_id: The connection ID to use connecting to Google Cloud</span> |
| <span class="sd"> to download files to be processed.</span> |
| <span class="sd"> :param source_impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials (to download files to be processed), or chained list of accounts required to</span> |
| <span class="sd"> get the access_token of the last account in the list, which will be impersonated in the</span> |
| <span class="sd"> request. If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| |
| <span class="sd"> :param destination_bucket: The bucket to write data to. (templated)</span> |
| <span class="sd"> :param destination_prefix: Prefix string for the upload location.</span> |
| <span class="sd"> Can interpolate execution date and time components. (templated)</span> |
| <span class="sd"> :param destination_gcp_conn_id: The connection ID to use connecting to Google Cloud</span> |
| <span class="sd"> to upload processed files.</span> |
| <span class="sd"> :param destination_impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials (to upload processed files), or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| |
| <span class="sd"> :param transform_script: location of the executable transformation script or list of arguments</span> |
| <span class="sd"> passed to subprocess ex. `['python', 'script.py', 10]`. (templated)</span> |
| |
| |
| <span class="sd"> :param chunk_size: The size of a chunk of data when downloading or uploading (in bytes).</span> |
| <span class="sd"> This must be a multiple of 256 KB (per the google clout storage API specification).</span> |
| <span class="sd"> :param download_continue_on_fail: With this set to true, if a download fails the task does not error out</span> |
| <span class="sd"> but will still continue.</span> |
| <span class="sd"> :param upload_chunk_size: The size of a chunk of data when uploading (in bytes).</span> |
| <span class="sd"> This must be a multiple of 256 KB (per the google clout storage API specification).</span> |
| <span class="sd"> :param upload_continue_on_fail: With this set to true, if an upload fails the task does not error out</span> |
| <span class="sd"> but will still continue.</span> |
| <span class="sd"> :param upload_num_attempts: Number of attempts to try to upload a single file.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSTimeSpanFileTransformOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSTimeSpanFileTransformOperator.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">'source_bucket'</span><span class="p">,</span> |
| <span class="s1">'source_prefix'</span><span class="p">,</span> |
| <span class="s1">'destination_bucket'</span><span class="p">,</span> |
| <span class="s1">'destination_prefix'</span><span class="p">,</span> |
| <span class="s1">'transform_script'</span><span class="p">,</span> |
| <span class="s1">'source_impersonation_chain'</span><span class="p">,</span> |
| <span class="s1">'destination_impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="GCSTimeSpanFileTransformOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSTimeSpanFileTransformOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">StorageLink</span><span class="p">(),)</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GCSTimeSpanFileTransformOperator.interpolate_prefix"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSTimeSpanFileTransformOperator.interpolate_prefix">[docs]</a> <span class="k">def</span> <span class="nf">interpolate_prefix</span><span class="p">(</span><span class="n">prefix</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">dt</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""Interpolate prefix with datetime.</span> |
| |
| <span class="sd"> :param prefix: The prefix to interpolate</span> |
| <span class="sd"> :param dt: The datetime to interpolate</span> |
| |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="n">dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">prefix</span><span class="p">)</span> <span class="k">if</span> <span class="n">prefix</span> <span class="k">else</span> <span class="kc">None</span></div> |
| |
| <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">source_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">source_prefix</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">source_gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">destination_prefix</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">destination_gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">transform_script</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> |
| <span class="n">source_impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">destination_impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">chunk_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">download_continue_on_fail</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="n">download_num_attempts</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> |
| <span class="n">upload_continue_on_fail</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="n">upload_num_attempts</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</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">source_bucket</span> <span class="o">=</span> <span class="n">source_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_prefix</span> <span class="o">=</span> <span class="n">source_prefix</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_gcp_conn_id</span> <span class="o">=</span> <span class="n">source_gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_impersonation_chain</span> <span class="o">=</span> <span class="n">source_impersonation_chain</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">destination_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_prefix</span> <span class="o">=</span> <span class="n">destination_prefix</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_gcp_conn_id</span> <span class="o">=</span> <span class="n">destination_gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_impersonation_chain</span> <span class="o">=</span> <span class="n">destination_impersonation_chain</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span> <span class="o">=</span> <span class="n">transform_script</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">output_encoding</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">getdefaultencoding</span><span class="p">()</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">chunk_size</span> <span class="o">=</span> <span class="n">chunk_size</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">download_continue_on_fail</span> <span class="o">=</span> <span class="n">download_continue_on_fail</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">download_num_attempts</span> <span class="o">=</span> <span class="n">download_num_attempts</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">upload_continue_on_fail</span> <span class="o">=</span> <span class="n">upload_continue_on_fail</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">upload_num_attempts</span> <span class="o">=</span> <span class="n">upload_num_attempts</span> |
| |
| <div class="viewcode-block" id="GCSTimeSpanFileTransformOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSTimeSpanFileTransformOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="c1"># Define intervals and prefixes.</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">orig_start</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s2">"data_interval_start"</span><span class="p">]</span> |
| <span class="n">orig_end</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s2">"data_interval_end"</span><span class="p">]</span> |
| <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span> |
| <span class="n">orig_start</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">instance</span><span class="p">(</span><span class="n">context</span><span class="p">[</span><span class="s2">"execution_date"</span><span class="p">])</span> |
| <span class="n">following_execution_date</span> <span class="o">=</span> <span class="n">context</span><span class="p">[</span><span class="s2">"dag"</span><span class="p">]</span><span class="o">.</span><span class="n">following_schedule</span><span class="p">(</span><span class="n">context</span><span class="p">[</span><span class="s2">"execution_date"</span><span class="p">])</span> |
| <span class="k">if</span> <span class="n">following_execution_date</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">orig_end</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">orig_end</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">instance</span><span class="p">(</span><span class="n">following_execution_date</span><span class="p">)</span> |
| |
| <span class="n">timespan_start</span> <span class="o">=</span> <span class="n">orig_start</span> |
| <span class="k">if</span> <span class="n">orig_end</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> <span class="c1"># Only possible in Airflow before 2.2.</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">"No following schedule found, setting timespan end to max </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">orig_end</span><span class="p">)</span> |
| <span class="n">timespan_end</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">instance</span><span class="p">(</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">max</span><span class="p">)</span> |
| <span class="k">elif</span> <span class="n">orig_start</span> <span class="o">>=</span> <span class="n">orig_end</span><span class="p">:</span> <span class="c1"># Airflow 2.2 sets start == end for non-perodic schedules.</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">"DAG schedule not periodic, setting timespan end to max </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">orig_end</span><span class="p">)</span> |
| <span class="n">timespan_end</span> <span class="o">=</span> <span class="n">pendulum</span><span class="o">.</span><span class="n">instance</span><span class="p">(</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">max</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">timespan_end</span> <span class="o">=</span> <span class="n">orig_end</span> |
| |
| <span class="n">timespan_start</span> <span class="o">=</span> <span class="n">timespan_start</span><span class="o">.</span><span class="n">in_timezone</span><span class="p">(</span><span class="n">timezone</span><span class="o">.</span><span class="n">utc</span><span class="p">)</span> |
| <span class="n">timespan_end</span> <span class="o">=</span> <span class="n">timespan_end</span><span class="o">.</span><span class="n">in_timezone</span><span class="p">(</span><span class="n">timezone</span><span class="o">.</span><span class="n">utc</span><span class="p">)</span> |
| |
| <span class="n">source_prefix_interp</span> <span class="o">=</span> <span class="n">GCSTimeSpanFileTransformOperator</span><span class="o">.</span><span class="n">interpolate_prefix</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_prefix</span><span class="p">,</span> |
| <span class="n">timespan_start</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">destination_prefix_interp</span> <span class="o">=</span> <span class="n">GCSTimeSpanFileTransformOperator</span><span class="o">.</span><span class="n">interpolate_prefix</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_prefix</span><span class="p">,</span> |
| <span class="n">timespan_start</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">source_hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_gcp_conn_id</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">destination_hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_gcp_conn_id</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">StorageLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">destination_hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="c1"># Fetch list of files.</span> |
| <span class="n">blobs_to_transform</span> <span class="o">=</span> <span class="n">source_hook</span><span class="o">.</span><span class="n">list_by_timespan</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">,</span> |
| <span class="n">prefix</span><span class="o">=</span><span class="n">source_prefix_interp</span><span class="p">,</span> |
| <span class="n">timespan_start</span><span class="o">=</span><span class="n">timespan_start</span><span class="p">,</span> |
| <span class="n">timespan_end</span><span class="o">=</span><span class="n">timespan_end</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">TemporaryDirectory</span><span class="p">()</span> <span class="k">as</span> <span class="n">temp_input_dir</span><span class="p">,</span> <span class="n">TemporaryDirectory</span><span class="p">()</span> <span class="k">as</span> <span class="n">temp_output_dir</span><span class="p">:</span> |
| <span class="n">temp_input_dir_path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">temp_input_dir</span><span class="p">)</span> |
| <span class="n">temp_output_dir_path</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">temp_output_dir</span><span class="p">)</span> |
| |
| <span class="c1"># TODO: download in parallel.</span> |
| <span class="k">for</span> <span class="n">blob_to_transform</span> <span class="ow">in</span> <span class="n">blobs_to_transform</span><span class="p">:</span> |
| <span class="n">destination_file</span> <span class="o">=</span> <span class="n">temp_input_dir_path</span> <span class="o">/</span> <span class="n">blob_to_transform</span> |
| <span class="n">destination_file</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</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="n">source_hook</span><span class="o">.</span><span class="n">download</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="o">=</span><span class="n">blob_to_transform</span><span class="p">,</span> |
| <span class="n">filename</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="n">destination_file</span><span class="p">),</span> |
| <span class="n">chunk_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">chunk_size</span><span class="p">,</span> |
| <span class="n">num_max_attempts</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">download_num_attempts</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">except</span> <span class="n">GoogleCloudError</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">download_continue_on_fail</span><span class="p">:</span> |
| <span class="k">continue</span> |
| <span class="k">raise</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">"Starting the transformation"</span><span class="p">)</span> |
| <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span><span class="p">]</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">transform_script</span> |
| <span class="n">cmd</span> <span class="o">+=</span> <span class="p">[</span> |
| <span class="nb">str</span><span class="p">(</span><span class="n">temp_input_dir_path</span><span class="p">),</span> |
| <span class="nb">str</span><span class="p">(</span><span class="n">temp_output_dir_path</span><span class="p">),</span> |
| <span class="n">timespan_start</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">microsecond</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">isoformat</span><span class="p">(),</span> |
| <span class="n">timespan_end</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">microsecond</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">isoformat</span><span class="p">(),</span> |
| <span class="p">]</span> |
| <span class="k">with</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">Popen</span><span class="p">(</span> |
| <span class="n">args</span><span class="o">=</span><span class="n">cmd</span><span class="p">,</span> <span class="n">stdout</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span> <span class="n">stderr</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">STDOUT</span><span class="p">,</span> <span class="n">close_fds</span><span class="o">=</span><span class="kc">True</span> |
| <span class="p">)</span> <span class="k">as</span> <span class="n">process</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">"Process output:"</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">process</span><span class="o">.</span><span class="n">stdout</span><span class="p">:</span> |
| <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="nb">iter</span><span class="p">(</span><span class="n">process</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">readline</span><span class="p">,</span> <span class="sa">b</span><span class="s1">''</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="n">line</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">output_encoding</span><span class="p">)</span><span class="o">.</span><span class="n">rstrip</span><span class="p">())</span> |
| |
| <span class="n">process</span><span class="o">.</span><span class="n">wait</span><span class="p">()</span> |
| <span class="k">if</span> <span class="n">process</span><span class="o">.</span><span class="n">returncode</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="s2">"Transform script failed: </span><span class="si">{</span><span class="n">process</span><span class="o">.</span><span class="n">returncode</span><span class="si">}</span><span class="s2">"</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">"Transformation succeeded. Output temporarily located at </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">temp_output_dir_path</span><span class="p">)</span> |
| |
| <span class="n">files_uploaded</span> <span class="o">=</span> <span class="p">[]</span> |
| |
| <span class="c1"># TODO: upload in parallel.</span> |
| <span class="k">for</span> <span class="n">upload_file</span> <span class="ow">in</span> <span class="n">temp_output_dir_path</span><span class="o">.</span><span class="n">glob</span><span class="p">(</span><span class="s2">"**/*"</span><span class="p">):</span> |
| <span class="k">if</span> <span class="n">upload_file</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span> |
| <span class="k">continue</span> |
| |
| <span class="n">upload_file_name</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">upload_file</span><span class="o">.</span><span class="n">relative_to</span><span class="p">(</span><span class="n">temp_output_dir_path</span><span class="p">))</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_prefix</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">upload_file_name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">destination_prefix_interp</span><span class="si">}</span><span class="s2">/</span><span class="si">{</span><span class="n">upload_file_name</span><span class="si">}</span><span class="s2">"</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">"Uploading file </span><span class="si">%s</span><span class="s2"> to </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">upload_file</span><span class="p">,</span> <span class="n">upload_file_name</span><span class="p">)</span> |
| |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">destination_hook</span><span class="o">.</span><span class="n">upload</span><span class="p">(</span> |
| <span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="o">=</span><span class="n">upload_file_name</span><span class="p">,</span> |
| <span class="n">filename</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="n">upload_file</span><span class="p">),</span> |
| <span class="n">chunk_size</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">chunk_size</span><span class="p">,</span> |
| <span class="n">num_max_attempts</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">upload_num_attempts</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">files_uploaded</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">upload_file_name</span><span class="p">))</span> |
| <span class="k">except</span> <span class="n">GoogleCloudError</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">upload_continue_on_fail</span><span class="p">:</span> |
| <span class="k">continue</span> |
| <span class="k">raise</span> |
| |
| <span class="k">return</span> <span class="n">files_uploaded</span></div></div> |
| |
| |
| <div class="viewcode-block" id="GCSDeleteBucketOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteBucketOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSDeleteBucketOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes bucket from a Google Cloud Storage.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:GCSDeleteBucketOperator`</span> |
| |
| <span class="sd"> :param bucket_name: name of the bucket which will be deleted</span> |
| <span class="sd"> :param force: false not allow to delete non empty bucket, set force=True</span> |
| <span class="sd"> allows to delete non empty bucket</span> |
| <span class="sd"> :param gcp_conn_id: The connection ID to use connecting to Google Cloud.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSDeleteBucketOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteBucketOperator.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">'bucket_name'</span><span class="p">,</span> |
| <span class="s2">"gcp_conn_id"</span><span class="p">,</span> |
| <span class="s2">"impersonation_chain"</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">bucket_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">force</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">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">bucket_name</span> <span class="o">=</span> <span class="n">bucket_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">force</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">force</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSDeleteBucketOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSDeleteBucketOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span><span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">delete_bucket</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span><span class="p">,</span> <span class="n">force</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">force</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="GCSSynchronizeBucketsOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSSynchronizeBucketsOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSSynchronizeBucketsOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Synchronizes the contents of the buckets or bucket's directories in the Google Cloud Services.</span> |
| |
| <span class="sd"> Parameters ``source_object`` and ``destination_object`` describe the root sync directory. If they are</span> |
| <span class="sd"> not passed, the entire bucket will be synchronized. They should point to directories.</span> |
| |
| <span class="sd"> .. note::</span> |
| <span class="sd"> The synchronization of individual files is not supported. Only entire directories can be</span> |
| <span class="sd"> synchronized.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:GCSSynchronizeBuckets`</span> |
| |
| <span class="sd"> :param source_bucket: The name of the bucket containing the source objects.</span> |
| <span class="sd"> :param destination_bucket: The name of the bucket containing the destination objects.</span> |
| <span class="sd"> :param source_object: The root sync directory in the source bucket.</span> |
| <span class="sd"> :param destination_object: The root sync directory in the destination bucket.</span> |
| <span class="sd"> :param recursive: If True, subdirectories will be considered</span> |
| <span class="sd"> :param allow_overwrite: if True, the files will be overwritten if a mismatched file is found.</span> |
| <span class="sd"> By default, overwriting files is not allowed</span> |
| <span class="sd"> :param delete_extra_files: if True, deletes additional files from the source that not found in the</span> |
| <span class="sd"> destination. By default extra files are not deleted.</span> |
| |
| <span class="sd"> .. note::</span> |
| <span class="sd"> This option can delete data quickly if you specify the wrong source/destination combination.</span> |
| |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account (templated).</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GCSSynchronizeBucketsOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSSynchronizeBucketsOperator.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">'source_bucket'</span><span class="p">,</span> |
| <span class="s1">'destination_bucket'</span><span class="p">,</span> |
| <span class="s1">'source_object'</span><span class="p">,</span> |
| <span class="s1">'destination_object'</span><span class="p">,</span> |
| <span class="s1">'recursive'</span><span class="p">,</span> |
| <span class="s1">'delete_extra_files'</span><span class="p">,</span> |
| <span class="s1">'allow_overwrite'</span><span class="p">,</span> |
| <span class="s1">'gcp_conn_id'</span><span class="p">,</span> |
| <span class="s1">'delegate_to'</span><span class="p">,</span> |
| <span class="s1">'impersonation_chain'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="GCSSynchronizeBucketsOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSSynchronizeBucketsOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">StorageLink</span><span class="p">(),)</span></div> |
| |
| <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">source_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">recursive</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">delete_extra_files</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">allow_overwrite</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">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</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="kc">None</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">source_bucket</span> <span class="o">=</span> <span class="n">source_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">destination_bucket</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span> <span class="o">=</span> <span class="n">source_object</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span> <span class="o">=</span> <span class="n">destination_object</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">recursive</span> <span class="o">=</span> <span class="n">recursive</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delete_extra_files</span> <span class="o">=</span> <span class="n">delete_extra_files</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">allow_overwrite</span> <span class="o">=</span> <span class="n">allow_overwrite</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| |
| <div class="viewcode-block" id="GCSSynchronizeBucketsOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/operators/gcs/index.html#airflow.providers.google.cloud.operators.gcs.GCSSynchronizeBucketsOperator.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="n">Context</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">StorageLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">task_instance</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">uri</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_uri</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span><span class="p">),</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">hook</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">hook</span><span class="o">.</span><span class="n">sync</span><span class="p">(</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span><span class="p">,</span> |
| <span class="n">recursive</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">recursive</span><span class="p">,</span> |
| <span class="n">delete_extra_files</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delete_extra_files</span><span class="p">,</span> |
| <span class="n">allow_overwrite</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">allow_overwrite</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">_get_uri</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">gcs_bucket</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">gcs_object</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">gcs_object</span> <span class="ow">and</span> <span class="n">gcs_object</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"/"</span><span class="p">:</span> |
| <span class="n">gcs_object</span> <span class="o">=</span> <span class="n">gcs_object</span><span class="p">[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> |
| <span class="k">return</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">gcs_bucket</span><span class="si">}</span><span class="s2">/</span><span class="si">{</span><span class="n">gcs_object</span><span class="si">}</span><span class="s2">"</span> <span class="k">if</span> <span class="n">gcs_object</span> <span class="k">else</span> <span class="n">gcs_bucket</span></div> |
| </pre></div> |
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