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| <h1>Source code for airflow.providers.google.cloud.transfers.gcs_to_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 operator."""</span> |
| <span class="kn">import</span> <span class="nn">warnings</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">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.utils.decorators</span> <span class="kn">import</span> <span class="n">apply_defaults</span> |
| |
| <div class="viewcode-block" id="WILDCARD"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.WILDCARD">[docs]</a><span class="n">WILDCARD</span> <span class="o">=</span> <span class="s1">'*'</span></div> |
| |
| |
| <div class="viewcode-block" id="GCSToGCSOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator">[docs]</a><span class="k">class</span> <span class="nc">GCSToGCSOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Copies objects from a bucket to another, with renaming if requested.</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:GCSToGCSOperator`</span> |
| |
| <span class="sd"> :param source_bucket: The source Google Cloud Storage bucket where the</span> |
| <span class="sd"> object is. (templated)</span> |
| <span class="sd"> :type source_bucket: str</span> |
| <span class="sd"> :param source_object: The source name of the object to copy in the Google cloud</span> |
| <span class="sd"> storage bucket. (templated)</span> |
| <span class="sd"> You can use only one wildcard for objects (filenames) within your</span> |
| <span class="sd"> bucket. The wildcard can appear inside the object name or at the</span> |
| <span class="sd"> end of the object name. Appending a wildcard to the bucket name is</span> |
| <span class="sd"> unsupported.</span> |
| <span class="sd"> :type source_object: str</span> |
| <span class="sd"> :param source_objects: A list of source name of the objects to copy in the Google cloud</span> |
| <span class="sd"> storage bucket. (templated)</span> |
| <span class="sd"> :type source_objects: List[str]</span> |
| <span class="sd"> :param destination_bucket: The destination Google Cloud Storage bucket</span> |
| <span class="sd"> where the object should be. If the destination_bucket is None, it defaults</span> |
| <span class="sd"> to source_bucket. (templated)</span> |
| <span class="sd"> :type destination_bucket: str</span> |
| <span class="sd"> :param destination_object: The destination name of the object in the</span> |
| <span class="sd"> destination Google Cloud Storage bucket. (templated)</span> |
| <span class="sd"> If a wildcard is supplied in the source_object argument, this is the</span> |
| <span class="sd"> prefix that will be prepended to the final destination objects' paths.</span> |
| <span class="sd"> Note that the source path's part before the wildcard will be removed;</span> |
| <span class="sd"> if it needs to be retained it should be appended to destination_object.</span> |
| <span class="sd"> For example, with prefix ``foo/*`` and destination_object ``blah/``, the</span> |
| <span class="sd"> file ``foo/baz`` will be copied to ``blah/baz``; to retain the prefix write</span> |
| <span class="sd"> the destination_object as e.g. ``blah/foo``, in which case the copied file</span> |
| <span class="sd"> will be named ``blah/foo/baz``.</span> |
| <span class="sd"> The same thing applies to source objects inside source_objects.</span> |
| <span class="sd"> :type destination_object: str</span> |
| <span class="sd"> :param move_object: When move object is True, the object is moved instead</span> |
| <span class="sd"> of copied to the new location. This is the equivalent of a mv command</span> |
| <span class="sd"> as opposed to a cp command.</span> |
| <span class="sd"> :type move_object: bool</span> |
| <span class="sd"> :param replace: Whether you want to replace existing destination files or not.</span> |
| <span class="sd"> :type replace: bool</span> |
| <span class="sd"> :param delimiter: This is used to restrict the result to only the 'files' in a given 'folder'.</span> |
| <span class="sd"> If source_objects = ['foo/bah/'] and delimiter = '.avro', then only the 'files' in the</span> |
| <span class="sd"> folder 'foo/bah/' with '.avro' delimiter will be copied to the destination object.</span> |
| <span class="sd"> :type delimiter: str</span> |
| <span class="sd"> :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> :type gcp_conn_id: str</span> |
| <span class="sd"> :param google_cloud_storage_conn_id: (Deprecated) The connection ID used to connect to Google Cloud.</span> |
| <span class="sd"> This parameter has been deprecated. You should pass the gcp_conn_id parameter instead.</span> |
| <span class="sd"> :type google_cloud_storage_conn_id: str</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"> :type delegate_to: str</span> |
| <span class="sd"> :param last_modified_time: When specified, the objects will be copied or moved,</span> |
| <span class="sd"> only if they were modified after last_modified_time.</span> |
| <span class="sd"> If tzinfo has not been set, UTC will be assumed.</span> |
| <span class="sd"> :type last_modified_time: datetime.datetime</span> |
| <span class="sd"> :param maximum_modified_time: When specified, the objects will be copied or moved,</span> |
| <span class="sd"> only if they were modified before maximum_modified_time.</span> |
| <span class="sd"> If tzinfo has not been set, UTC will be assumed.</span> |
| <span class="sd"> :type maximum_modified_time: datetime.datetime</span> |
| <span class="sd"> :param is_older_than: When specified, the objects will be copied if they are older</span> |
| <span class="sd"> than the specified time in seconds.</span> |
| <span class="sd"> :type is_older_than: int</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"> :type impersonation_chain: Union[str, Sequence[str]]</span> |
| |
| <span class="sd"> :Example:</span> |
| |
| <span class="sd"> The following Operator would copy a single file named</span> |
| <span class="sd"> ``sales/sales-2017/january.avro`` in the ``data`` bucket to the file named</span> |
| <span class="sd"> ``copied_sales/2017/january-backup.avro`` in the ``data_backup`` bucket ::</span> |
| |
| <span class="sd"> copy_single_file = GCSToGCSOperator(</span> |
| <span class="sd"> task_id='copy_single_file',</span> |
| <span class="sd"> source_bucket='data',</span> |
| <span class="sd"> source_objects=['sales/sales-2017/january.avro'],</span> |
| <span class="sd"> destination_bucket='data_backup',</span> |
| <span class="sd"> destination_object='copied_sales/2017/january-backup.avro',</span> |
| <span class="sd"> gcp_conn_id=google_cloud_conn_id</span> |
| <span class="sd"> )</span> |
| |
| <span class="sd"> The following Operator would copy all the Avro files from ``sales/sales-2017``</span> |
| <span class="sd"> folder (i.e. with names starting with that prefix) in ``data`` bucket to the</span> |
| <span class="sd"> ``copied_sales/2017`` folder in the ``data_backup`` bucket. ::</span> |
| |
| <span class="sd"> copy_files = GCSToGCSOperator(</span> |
| <span class="sd"> task_id='copy_files',</span> |
| <span class="sd"> source_bucket='data',</span> |
| <span class="sd"> source_objects=['sales/sales-2017'],</span> |
| <span class="sd"> destination_bucket='data_backup',</span> |
| <span class="sd"> destination_object='copied_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"> Or ::</span> |
| |
| <span class="sd"> copy_files = GCSToGCSOperator(</span> |
| <span class="sd"> task_id='copy_files',</span> |
| <span class="sd"> source_bucket='data',</span> |
| <span class="sd"> source_object='sales/sales-2017/*.avro',</span> |
| <span class="sd"> destination_bucket='data_backup',</span> |
| <span class="sd"> destination_object='copied_sales/2017/',</span> |
| <span class="sd"> gcp_conn_id=google_cloud_conn_id</span> |
| <span class="sd"> )</span> |
| |
| <span class="sd"> The following Operator would move all the Avro files from ``sales/sales-2017``</span> |
| <span class="sd"> folder (i.e. with names starting with that prefix) in ``data`` bucket to the</span> |
| <span class="sd"> same folder in the ``data_backup`` bucket, deleting the original files in the</span> |
| <span class="sd"> process. ::</span> |
| |
| <span class="sd"> move_files = GCSToGCSOperator(</span> |
| <span class="sd"> task_id='move_files',</span> |
| <span class="sd"> source_bucket='data',</span> |
| <span class="sd"> source_object='sales/sales-2017/*.avro',</span> |
| <span class="sd"> destination_bucket='data_backup',</span> |
| <span class="sd"> move_object=True,</span> |
| <span class="sd"> gcp_conn_id=google_cloud_conn_id</span> |
| <span class="sd"> )</span> |
| |
| <span class="sd"> The following Operator would move all the Avro files from ``sales/sales-2019``</span> |
| <span class="sd"> and ``sales/sales-2020` folder in ``data`` bucket to the same folder in the</span> |
| <span class="sd"> ``data_backup`` bucket, deleting the original files in the process. ::</span> |
| |
| <span class="sd"> move_files = GCSToGCSOperator(</span> |
| <span class="sd"> task_id='move_files',</span> |
| <span class="sd"> source_bucket='data',</span> |
| <span class="sd"> source_objects=['sales/sales-2019/*.avro', 'sales/sales-2020'],</span> |
| <span class="sd"> destination_bucket='data_backup',</span> |
| <span class="sd"> delimiter='.avro',</span> |
| <span class="sd"> move_object=True,</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="GCSToGCSOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator.template_fields">[docs]</a> <span class="n">template_fields</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">'source_objects'</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">'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="GCSToGCSOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f0eee4'</span></div> |
| |
| <span class="nd">@apply_defaults</span> |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="o">*</span><span class="p">,</span> <span class="c1"># pylint: disable=too-many-arguments</span> |
| <span class="n">source_bucket</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">source_objects</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">delimiter</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">move_object</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">replace</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">google_cloud_storage_conn_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">last_modified_time</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">maximum_modified_time</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">is_older_than</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="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">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="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</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="k">if</span> <span class="n">google_cloud_storage_conn_id</span><span class="p">:</span> |
| <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span> |
| <span class="s2">"The google_cloud_storage_conn_id parameter has been deprecated. You should pass "</span> |
| <span class="s2">"the gcp_conn_id parameter."</span><span class="p">,</span> |
| <span class="ne">DeprecationWarning</span><span class="p">,</span> |
| <span class="n">stacklevel</span><span class="o">=</span><span class="mi">3</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">google_cloud_storage_conn_id</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">source_objects</span> <span class="o">=</span> <span class="n">source_objects</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_object</span> <span class="o">=</span> <span class="n">destination_object</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">move_object</span> <span class="o">=</span> <span class="n">move_object</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">replace</span> <span class="o">=</span> <span class="n">replace</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">last_modified_time</span> <span class="o">=</span> <span class="n">last_modified_time</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</span> <span class="o">=</span> <span class="n">maximum_modified_time</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">is_older_than</span> <span class="o">=</span> <span class="n">is_older_than</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="GCSToGCSOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator.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">hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span> |
| <span class="n">google_cloud_storage_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">source_objects</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">:</span> |
| <span class="n">error_msg</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="s2">"You can either set source_object parameter or source_objects "</span> |
| <span class="s2">"parameter but not both. Found source_object=</span><span class="si">{}</span><span class="s2"> and"</span> |
| <span class="s2">" source_objects=</span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">error_msg</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">:</span> |
| <span class="n">error_msg</span> <span class="o">=</span> <span class="s2">"You must set source_object parameter or source_objects parameter. None set"</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">error_msg</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">all</span><span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">item</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'At least, one of the `objects` in the `source_objects` is not a string'</span><span class="p">)</span> |
| |
| <span class="c1"># If source_object is set, default it to source_objects</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">source_object</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span> |
| <span class="s1">'destination_bucket is None. Defaulting it to source_bucket (</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">source_bucket</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_bucket</span> |
| |
| <span class="c1"># An empty source_object means to copy all files</span> |
| <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span> <span class="o">=</span> <span class="p">[</span><span class="s1">''</span><span class="p">]</span> |
| <span class="c1"># Raise exception if empty string `''` is used twice in source_object, this is to avoid double copy</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="s1">''</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"You can't have two empty strings inside source_object"</span><span class="p">)</span> |
| |
| <span class="c1"># Iterate over the source_objects and do the copy</span> |
| <span class="k">for</span> <span class="n">prefix</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">source_objects</span><span class="p">:</span> |
| <span class="c1"># Check if prefix contains wildcard</span> |
| <span class="k">if</span> <span class="n">WILDCARD</span> <span class="ow">in</span> <span class="n">prefix</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_copy_source_with_wildcard</span><span class="p">(</span><span class="n">hook</span><span class="o">=</span><span class="n">hook</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="n">prefix</span><span class="p">)</span> |
| <span class="c1"># Now search with prefix using provided delimiter if any</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_copy_source_without_wildcard</span><span class="p">(</span><span class="n">hook</span><span class="o">=</span><span class="n">hook</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="n">prefix</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="GCSToGCSOperator._copy_source_without_wildcard"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator._copy_source_without_wildcard">[docs]</a> <span class="k">def</span> <span class="nf">_copy_source_without_wildcard</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">hook</span><span class="p">,</span> <span class="n">prefix</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="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">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> |
| |
| <span class="c1"># If objects is empty and we have prefix, let's check if prefix is a blob</span> |
| <span class="c1"># and copy directly</span> |
| <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">objects</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">prefix</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">hook</span><span class="o">.</span><span class="n">exists</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">prefix</span><span class="p">):</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_copy_single_object</span><span class="p">(</span> |
| <span class="n">hook</span><span class="o">=</span><span class="n">hook</span><span class="p">,</span> <span class="n">source_object</span><span class="o">=</span><span class="n">prefix</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="k">for</span> <span class="n">source_obj</span> <span class="ow">in</span> <span class="n">objects</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">source_obj</span> |
| <span class="k">else</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="bp">self</span><span class="o">.</span><span class="n">_copy_single_object</span><span class="p">(</span> |
| <span class="n">hook</span><span class="o">=</span><span class="n">hook</span><span class="p">,</span> <span class="n">source_object</span><span class="o">=</span><span class="n">source_obj</span><span class="p">,</span> <span class="n">destination_object</span><span class="o">=</span><span class="n">destination_object</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GCSToGCSOperator._copy_source_with_wildcard"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator._copy_source_with_wildcard">[docs]</a> <span class="k">def</span> <span class="nf">_copy_source_with_wildcard</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">hook</span><span class="p">,</span> <span class="n">prefix</span><span class="p">):</span> |
| <span class="n">total_wildcards</span> <span class="o">=</span> <span class="n">prefix</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="n">WILDCARD</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">total_wildcards</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span> |
| <span class="n">error_msg</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="s2">"Only one wildcard '*' is allowed in source_object parameter. "</span> |
| <span class="s2">"Found </span><span class="si">{}</span><span class="s2"> in </span><span class="si">{}</span><span class="s2">."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">total_wildcards</span><span class="p">,</span> <span class="n">prefix</span><span class="p">)</span> |
| <span class="p">)</span> |
| |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">error_msg</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">'Delimiter ignored because wildcard is in prefix'</span><span class="p">)</span> |
| <span class="n">prefix_</span><span class="p">,</span> <span class="n">delimiter</span> <span class="o">=</span> <span class="n">prefix</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="n">WILDCARD</span><span class="p">,</span> <span class="mi">1</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="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">prefix_</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="n">delimiter</span><span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">replace</span><span class="p">:</span> |
| <span class="c1"># If we are not replacing, list all files in the Destination GCS bucket</span> |
| <span class="c1"># and only keep those files which are present in</span> |
| <span class="c1"># Source GCS bucket and not in Destination GCS bucket</span> |
| |
| <span class="n">existing_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="bp">self</span><span class="o">.</span><span class="n">destination_bucket</span><span class="p">,</span> <span class="n">prefix</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="n">delimiter</span><span class="p">)</span> |
| |
| <span class="n">objects</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">objects</span><span class="p">)</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">existing_objects</span><span class="p">)</span> |
| <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">objects</span><span class="p">)</span> <span class="o">></span> <span class="mi">0</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">'</span><span class="si">%s</span><span class="s1"> files are going to be synced: </span><span class="si">%s</span><span class="s1">.'</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="n">objects</span><span class="p">)</span> |
| <span class="k">else</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">'There are no new files to sync. Have a nice day!'</span><span class="p">)</span> |
| <span class="k">for</span> <span class="n">source_object</span> <span class="ow">in</span> <span class="n">objects</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">destination_object</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">source_object</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">source_object</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">prefix_</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="mi">1</span><span class="p">)</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">_copy_single_object</span><span class="p">(</span> |
| <span class="n">hook</span><span class="o">=</span><span class="n">hook</span><span class="p">,</span> <span class="n">source_object</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="n">destination_object</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GCSToGCSOperator._copy_single_object"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator._copy_single_object">[docs]</a> <span class="k">def</span> <span class="nf">_copy_single_object</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">hook</span><span class="p">,</span> <span class="n">source_object</span><span class="p">,</span> <span class="n">destination_object</span><span class="p">):</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_older_than</span><span class="p">:</span> |
| <span class="c1"># Here we check if the given object is older than the given time</span> |
| <span class="c1"># If given, last_modified_time and maximum_modified_time is ignored</span> |
| <span class="k">if</span> <span class="n">hook</span><span class="o">.</span><span class="n">is_older_than</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">source_object</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_older_than</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">"Object is older than </span><span class="si">%s</span><span class="s2"> seconds ago"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_older_than</span><span class="p">)</span> |
| <span class="k">else</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">debug</span><span class="p">(</span><span class="s2">"Object is not older than </span><span class="si">%s</span><span class="s2"> seconds ago"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">is_older_than</span><span class="p">)</span> |
| <span class="k">return</span> |
| <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_modified_time</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</span><span class="p">:</span> |
| <span class="c1"># check to see if object was modified between last_modified_time and</span> |
| <span class="c1"># maximum_modified_time</span> |
| <span class="k">if</span> <span class="n">hook</span><span class="o">.</span><span class="n">is_updated_between</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">source_object</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_modified_time</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</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">"Object has been modified between </span><span class="si">%s</span><span class="s2"> and </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">last_modified_time</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">else</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">debug</span><span class="p">(</span> |
| <span class="s2">"Object was not modified between </span><span class="si">%s</span><span class="s2"> and </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">last_modified_time</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> |
| |
| <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_modified_time</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="c1"># Check to see if object was modified after last_modified_time</span> |
| <span class="k">if</span> <span class="n">hook</span><span class="o">.</span><span class="n">is_updated_after</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">source_object</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">last_modified_time</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">"Object has been modified after </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">last_modified_time</span><span class="p">)</span> |
| <span class="k">else</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">debug</span><span class="p">(</span><span class="s2">"Object was not modified after </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">last_modified_time</span><span class="p">)</span> |
| <span class="k">return</span> |
| <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="c1"># Check to see if object was modified before maximum_modified_time</span> |
| <span class="k">if</span> <span class="n">hook</span><span class="o">.</span><span class="n">is_updated_before</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">source_object</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">maximum_modified_time</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">"Object has been modified before </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">maximum_modified_time</span><span class="p">)</span> |
| <span class="k">else</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">debug</span><span class="p">(</span><span class="s2">"Object was not modified before </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">maximum_modified_time</span><span class="p">)</span> |
| <span class="k">return</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">'Executing copy of gs://</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1"> to gs://</span><span class="si">%s</span><span class="s1">/</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">source_bucket</span><span class="p">,</span> |
| <span class="n">source_object</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="n">destination_object</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">hook</span><span class="o">.</span><span class="n">rewrite</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">source_object</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="n">destination_object</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">move_object</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="bp">self</span><span class="o">.</span><span class="n">source_bucket</span><span class="p">,</span> <span class="n">source_object</span><span class="p">)</span></div></div> |
| </pre></div> |
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