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| <h1>Source code for airflow.contrib.hooks.gcs_hook</h1><div class="highlight"><pre> |
| <span></span><span class="c1"># -*- coding: utf-8 -*-</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="c1">#</span> |
| <span class="kn">import</span> <span class="nn">gzip</span> <span class="k">as</span> <span class="nn">gz</span> |
| <span class="kn">import</span> <span class="nn">os</span> |
| <span class="kn">import</span> <span class="nn">shutil</span> |
| <span class="kn">import</span> <span class="nn">warnings</span> |
| |
| <span class="kn">from</span> <span class="nn">google.cloud</span> <span class="k">import</span> <span class="n">storage</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.contrib.hooks.gcp_api_base_hook</span> <span class="k">import</span> <span class="n">GoogleCloudBaseHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="k">import</span> <span class="n">AirflowException</span> |
| |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook">[docs]</a><span class="k">class</span> <span class="nc">GoogleCloudStorageHook</span><span class="p">(</span><span class="n">GoogleCloudBaseHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Interact with Google Cloud Storage. This hook uses the Google Cloud Platform</span> |
| <span class="sd"> connection.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook._conn"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook._conn">[docs]</a> <span class="n">_conn</span> <span class="o">=</span> <span class="kc">None</span></div> |
| |
| <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">google_cloud_storage_conn_id</span><span class="o">=</span><span class="s1">'google_cloud_default'</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="nb">super</span><span class="p">(</span><span class="n">GoogleCloudStorageHook</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">google_cloud_storage_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">)</span> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.get_conn"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.get_conn">[docs]</a> <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Returns a Google Cloud Storage service object.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_conn</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_conn</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">Client</span><span class="p">(</span><span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">(),</span> |
| <span class="n">project</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="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_conn</span></div> |
| |
| <span class="c1"># pylint:disable=redefined-builtin</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.copy"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.copy">[docs]</a> <span class="k">def</span> <span class="nf">copy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_bucket</span><span class="p">,</span> <span class="n">source_object</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="sd">"""</span> |
| <span class="sd"> Copies an object from a bucket to another, with renaming if requested.</span> |
| |
| <span class="sd"> destination_bucket or destination_object can be omitted, in which case</span> |
| <span class="sd"> source bucket/object is used, but not both.</span> |
| |
| <span class="sd"> :param source_bucket: The bucket of the object to copy from.</span> |
| <span class="sd"> :type source_bucket: str</span> |
| <span class="sd"> :param source_object: The object to copy.</span> |
| <span class="sd"> :type source_object: str</span> |
| <span class="sd"> :param destination_bucket: The destination of the object to copied to.</span> |
| <span class="sd"> Can be omitted; then the same bucket is used.</span> |
| <span class="sd"> :type destination_bucket: str</span> |
| <span class="sd"> :param destination_object: The (renamed) path of the object if given.</span> |
| <span class="sd"> Can be omitted; then the same name is used.</span> |
| <span class="sd"> :type destination_object: str</span> |
| <span class="sd"> """</span> |
| <span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">destination_bucket</span> <span class="ow">or</span> <span class="n">source_bucket</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">destination_object</span> <span class="ow">or</span> <span class="n">source_object</span> |
| <span class="k">if</span> <span class="n">source_bucket</span> <span class="o">==</span> <span class="n">destination_bucket</span> <span class="ow">and</span> \ |
| <span class="n">source_object</span> <span class="o">==</span> <span class="n">destination_object</span><span class="p">:</span> |
| |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span> |
| <span class="s1">'Either source/destination bucket or source/destination object '</span> |
| <span class="s1">'must be different, not both the same: bucket=</span><span class="si">%s</span><span class="s1">, object=</span><span class="si">%s</span><span class="s1">'</span> <span class="o">%</span> |
| <span class="p">(</span><span class="n">source_bucket</span><span class="p">,</span> <span class="n">source_object</span><span class="p">))</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">source_bucket</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">source_object</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'source_bucket and source_object cannot be empty.'</span><span class="p">)</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">source_bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">source_bucket</span><span class="p">)</span> |
| <span class="n">source_object</span> <span class="o">=</span> <span class="n">source_bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">source_object</span><span class="p">)</span> |
| <span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">destination_bucket</span><span class="p">)</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">source_bucket</span><span class="o">.</span><span class="n">copy_blob</span><span class="p">(</span> |
| <span class="n">blob</span><span class="o">=</span><span class="n">source_object</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">destination_bucket</span><span class="p">,</span> |
| <span class="n">new_name</span><span class="o">=</span><span class="n">destination_object</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">'Object </span><span class="si">%s</span><span class="s1"> in bucket </span><span class="si">%s</span><span class="s1"> copied to object </span><span class="si">%s</span><span class="s1"> in bucket </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">source_bucket</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">destination_bucket</span><span class="o">.</span><span class="n">name</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.rewrite"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.rewrite">[docs]</a> <span class="k">def</span> <span class="nf">rewrite</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_bucket</span><span class="p">,</span> <span class="n">source_object</span><span class="p">,</span> <span class="n">destination_bucket</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="sd">"""</span> |
| <span class="sd"> Has the same functionality as copy, except that will work on files</span> |
| <span class="sd"> over 5 TB, as well as when copying between locations and/or storage</span> |
| <span class="sd"> classes.</span> |
| |
| <span class="sd"> destination_object can be omitted, in which case source_object is used.</span> |
| |
| <span class="sd"> :param source_bucket: The bucket of the object to copy from.</span> |
| <span class="sd"> :type source_bucket: str</span> |
| <span class="sd"> :param source_object: The object to copy.</span> |
| <span class="sd"> :type source_object: str</span> |
| <span class="sd"> :param destination_bucket: The destination of the object to copied to.</span> |
| <span class="sd"> :type destination_bucket: str</span> |
| <span class="sd"> :param destination_object: The (renamed) path of the object if given.</span> |
| <span class="sd"> Can be omitted; then the same name is used.</span> |
| <span class="sd"> """</span> |
| <span class="n">destination_object</span> <span class="o">=</span> <span class="n">destination_object</span> <span class="ow">or</span> <span class="n">source_object</span> |
| <span class="k">if</span> <span class="p">(</span><span class="n">source_bucket</span> <span class="o">==</span> <span class="n">destination_bucket</span> <span class="ow">and</span> |
| <span class="n">source_object</span> <span class="o">==</span> <span class="n">destination_object</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span> |
| <span class="s1">'Either source/destination bucket or source/destination object '</span> |
| <span class="s1">'must be different, not both the same: bucket=</span><span class="si">%s</span><span class="s1">, object=</span><span class="si">%s</span><span class="s1">'</span> <span class="o">%</span> |
| <span class="p">(</span><span class="n">source_bucket</span><span class="p">,</span> <span class="n">source_object</span><span class="p">))</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">source_bucket</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">source_object</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'source_bucket and source_object cannot be empty.'</span><span class="p">)</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">source_bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">source_bucket</span><span class="p">)</span> |
| <span class="n">source_object</span> <span class="o">=</span> <span class="n">source_bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="n">source_object</span><span class="p">)</span> |
| <span class="n">destination_bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">destination_bucket</span><span class="p">)</span> |
| |
| <span class="n">token</span><span class="p">,</span> <span class="n">bytes_rewritten</span><span class="p">,</span> <span class="n">total_bytes</span> <span class="o">=</span> <span class="n">destination_bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span> |
| <span class="n">blob_name</span><span class="o">=</span><span class="n">destination_object</span><span class="p">)</span><span class="o">.</span><span class="n">rewrite</span><span class="p">(</span> |
| <span class="n">source</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Total Bytes: </span><span class="si">%s</span><span class="s1"> | Bytes Written: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">total_bytes</span><span class="p">,</span> <span class="n">bytes_rewritten</span><span class="p">)</span> |
| |
| <span class="k">while</span> <span class="n">token</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">token</span><span class="p">,</span> <span class="n">bytes_rewritten</span><span class="p">,</span> <span class="n">total_bytes</span> <span class="o">=</span> <span class="n">destination_bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span> |
| <span class="n">blob_name</span><span class="o">=</span><span class="n">destination_object</span><span class="p">)</span><span class="o">.</span><span class="n">rewrite</span><span class="p">(</span> |
| <span class="n">source</span><span class="o">=</span><span class="n">source_object</span><span class="p">,</span> <span class="n">token</span><span class="o">=</span><span class="n">token</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">'Total Bytes: </span><span class="si">%s</span><span class="s1"> | Bytes Written: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">total_bytes</span><span class="p">,</span> <span class="n">bytes_rewritten</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">'Object </span><span class="si">%s</span><span class="s1"> in bucket </span><span class="si">%s</span><span class="s1"> copied to object </span><span class="si">%s</span><span class="s1"> in bucket </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">source_bucket</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="p">,</span> <span class="n">destination_bucket</span><span class="o">.</span><span class="n">name</span><span class="p">)</span></div> |
| |
| <span class="c1"># pylint:disable=redefined-builtin</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.download"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.download">[docs]</a> <span class="k">def</span> <span class="nf">download</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Downloads a file from Google Cloud Storage.</span> |
| |
| <span class="sd"> When no filename is supplied, the operator loads the file into memory and returns its</span> |
| <span class="sd"> content. When a filename is supplied, it writes the file to the specified location and</span> |
| <span class="sd"> returns the location. For file sizes that exceed the available memory it is recommended</span> |
| <span class="sd"> to write to a file.</span> |
| |
| <span class="sd"> :param bucket: The bucket to fetch from.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The object to fetch.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> :param filename: If set, a local file path where the file should be written to.</span> |
| <span class="sd"> :type filename: str</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">filename</span><span class="p">:</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">download_to_filename</span><span class="p">(</span><span class="n">filename</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">'File downloaded to </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">filename</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">filename</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">blob</span><span class="o">.</span><span class="n">download_as_string</span><span class="p">()</span></div> |
| |
| <span class="c1"># pylint:disable=redefined-builtin</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.upload"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.upload">[docs]</a> <span class="k">def</span> <span class="nf">upload</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">filename</span><span class="p">,</span> |
| <span class="n">mime_type</span><span class="o">=</span><span class="s1">'application/octet-stream'</span><span class="p">,</span> <span class="n">gzip</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">multipart</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">num_retries</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Uploads a local file to Google Cloud Storage.</span> |
| |
| <span class="sd"> :param bucket: The bucket to upload to.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The object name to set when uploading the local file.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> :param filename: The local file path to the file to be uploaded.</span> |
| <span class="sd"> :type filename: str</span> |
| <span class="sd"> :param mime_type: The MIME type to set when uploading the file.</span> |
| <span class="sd"> :type mime_type: str</span> |
| <span class="sd"> :param gzip: Option to compress file for upload</span> |
| <span class="sd"> :type gzip: bool</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">if</span> <span class="n">multipart</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">"'multipart' parameter is deprecated."</span> |
| <span class="s2">" It is handled automatically by the Storage client"</span><span class="p">,</span> <span class="ne">DeprecationWarning</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">num_retries</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">"'num_retries' parameter is deprecated."</span> |
| <span class="s2">" It is handled automatically by the Storage client"</span><span class="p">,</span> <span class="ne">DeprecationWarning</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">gzip</span><span class="p">:</span> |
| <span class="n">filename_gz</span> <span class="o">=</span> <span class="n">filename</span> <span class="o">+</span> <span class="s1">'.gz'</span> |
| |
| <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="s1">'rb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f_in</span><span class="p">:</span> |
| <span class="k">with</span> <span class="n">gz</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">filename_gz</span><span class="p">,</span> <span class="s1">'wb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f_out</span><span class="p">:</span> |
| <span class="n">shutil</span><span class="o">.</span><span class="n">copyfileobj</span><span class="p">(</span><span class="n">f_in</span><span class="p">,</span> <span class="n">f_out</span><span class="p">)</span> |
| <span class="n">filename</span> <span class="o">=</span> <span class="n">filename_gz</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">upload_from_filename</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="n">filename</span><span class="p">,</span> |
| <span class="n">content_type</span><span class="o">=</span><span class="n">mime_type</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">gzip</span><span class="p">:</span> |
| <span class="n">os</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">filename</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">'File </span><span class="si">%s</span><span class="s1"> uploaded to </span><span class="si">%s</span><span class="s1"> in </span><span class="si">%s</span><span class="s1"> bucket'</span><span class="p">,</span> <span class="n">filename</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span></div> |
| |
| <span class="c1"># pylint:disable=redefined-builtin</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.exists"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.exists">[docs]</a> <span class="k">def</span> <span class="nf">exists</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Checks for the existence of a file in Google Cloud Storage.</span> |
| |
| <span class="sd"> :param bucket: The Google cloud storage bucket where the object is.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The name of the object to check in the Google cloud</span> |
| <span class="sd"> storage bucket.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">blob</span><span class="o">.</span><span class="n">exists</span><span class="p">()</span></div> |
| |
| <span class="c1"># pylint:disable=redefined-builtin</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.is_updated_after"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.is_updated_after">[docs]</a> <span class="k">def</span> <span class="nf">is_updated_after</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">ts</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Checks if an object is updated in Google Cloud Storage.</span> |
| |
| <span class="sd"> :param bucket: The Google cloud storage bucket where the object is.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The name of the object to check in the Google cloud</span> |
| <span class="sd"> storage bucket.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> :param ts: The timestamp to check against.</span> |
| <span class="sd"> :type ts: datetime.datetime</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">get_blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">blob</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"Object (</span><span class="si">{}</span><span class="s2">) not found in Bucket (</span><span class="si">{}</span><span class="s2">)"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
| <span class="nb">object</span><span class="p">,</span> <span class="n">bucket</span><span class="p">))</span> |
| |
| <span class="n">blob_update_time</span> <span class="o">=</span> <span class="n">blob</span><span class="o">.</span><span class="n">updated</span> |
| |
| <span class="k">if</span> <span class="n">blob_update_time</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="kn">import</span> <span class="nn">dateutil.tz</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">ts</span><span class="o">.</span><span class="n">tzinfo</span><span class="p">:</span> |
| <span class="n">ts</span> <span class="o">=</span> <span class="n">ts</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">tzinfo</span><span class="o">=</span><span class="n">dateutil</span><span class="o">.</span><span class="n">tz</span><span class="o">.</span><span class="n">tzutc</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">"Verify object date: </span><span class="si">%s</span><span class="s2"> > </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">blob_update_time</span><span class="p">,</span> <span class="n">ts</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">blob_update_time</span> <span class="o">></span> <span class="n">ts</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">True</span> |
| |
| <span class="k">return</span> <span class="kc">False</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.delete"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.delete">[docs]</a> <span class="k">def</span> <span class="nf">delete</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">generation</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes an object from the bucket.</span> |
| |
| <span class="sd"> :param bucket: name of the bucket, where the object resides</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: name of the object to delete</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">if</span> <span class="n">generation</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">"'generation' parameter is no longer supported"</span><span class="p">,</span> <span class="ne">DeprecationWarning</span><span class="p">)</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="n">blob</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Blob </span><span class="si">%s</span><span class="s1"> deleted.'</span><span class="p">,</span> <span class="nb">object</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.list"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.list">[docs]</a> <span class="k">def</span> <span class="nf">list</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="n">versions</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">maxResults</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">prefix</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="sd">"""</span> |
| <span class="sd"> List all objects from the bucket with the give string prefix in name</span> |
| |
| <span class="sd"> :param bucket: bucket name</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param versions: if true, list all versions of the objects</span> |
| <span class="sd"> :type versions: bool</span> |
| <span class="sd"> :param maxResults: max count of items to return in a single page of responses</span> |
| <span class="sd"> :type maxResults: int</span> |
| <span class="sd"> :param prefix: prefix string which filters objects whose name begin with</span> |
| <span class="sd"> this prefix</span> |
| <span class="sd"> :type prefix: str</span> |
| <span class="sd"> :param delimiter: filters objects based on the delimiter (for e.g '.csv')</span> |
| <span class="sd"> :type delimiter: str</span> |
| <span class="sd"> :return: a stream of object names matching the filtering criteria</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| |
| <span class="n">ids</span> <span class="o">=</span> <span class="p">[]</span> |
| <span class="n">pageToken</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> |
| <span class="n">blobs</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">list_blobs</span><span class="p">(</span> |
| <span class="n">max_results</span><span class="o">=</span><span class="n">maxResults</span><span class="p">,</span> |
| <span class="n">page_token</span><span class="o">=</span><span class="n">pageToken</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">versions</span><span class="o">=</span><span class="n">versions</span> |
| <span class="p">)</span> |
| |
| <span class="n">blob_names</span> <span class="o">=</span> <span class="p">[]</span> |
| <span class="k">for</span> <span class="n">blob</span> <span class="ow">in</span> <span class="n">blobs</span><span class="p">:</span> |
| <span class="n">blob_names</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">blob</span><span class="o">.</span><span class="n">name</span><span class="p">)</span> |
| |
| <span class="n">prefixes</span> <span class="o">=</span> <span class="n">blobs</span><span class="o">.</span><span class="n">prefixes</span> |
| <span class="k">if</span> <span class="n">prefixes</span><span class="p">:</span> |
| <span class="n">ids</span> <span class="o">+=</span> <span class="nb">list</span><span class="p">(</span><span class="n">prefixes</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">ids</span> <span class="o">+=</span> <span class="n">blob_names</span> |
| |
| <span class="n">pageToken</span> <span class="o">=</span> <span class="n">blobs</span><span class="o">.</span><span class="n">next_page_token</span> |
| <span class="k">if</span> <span class="n">pageToken</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="c1"># empty next page token</span> |
| <span class="k">break</span> |
| <span class="k">return</span> <span class="n">ids</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.get_size"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.get_size">[docs]</a> <span class="k">def</span> <span class="nf">get_size</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the size of a file in Google Cloud Storage in bytes.</span> |
| |
| <span class="sd"> :param bucket: The Google cloud storage bucket where the object is.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The name of the object to check in the Google cloud storage bucket.</span> |
| <span class="sd"> :type object: str</span> |
| |
| <span class="sd"> """</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">'Checking the file size of object: </span><span class="si">%s</span><span class="s1"> in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="nb">object</span><span class="p">,</span> |
| <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">get_blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="n">blob_size</span> <span class="o">=</span> <span class="n">blob</span><span class="o">.</span><span class="n">size</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">'The file size of </span><span class="si">%s</span><span class="s1"> is </span><span class="si">%s</span><span class="s1"> bytes.'</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">blob_size</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">blob_size</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.get_crc32c"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.get_crc32c">[docs]</a> <span class="k">def</span> <span class="nf">get_crc32c</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the CRC32c checksum of an object in Google Cloud Storage.</span> |
| |
| <span class="sd"> :param bucket: The Google cloud storage bucket where the object is.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The name of the object to check in the Google cloud</span> |
| <span class="sd"> storage bucket.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> """</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">'Retrieving the crc32c checksum of '</span> |
| <span class="s1">'object: </span><span class="si">%s</span><span class="s1"> in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">get_blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="n">blob_crc32c</span> <span class="o">=</span> <span class="n">blob</span><span class="o">.</span><span class="n">crc32c</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">'The crc32c checksum of </span><span class="si">%s</span><span class="s1"> is </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">blob_crc32c</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">blob_crc32c</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.get_md5hash"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.get_md5hash">[docs]</a> <span class="k">def</span> <span class="nf">get_md5hash</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the MD5 hash of an object in Google Cloud Storage.</span> |
| |
| <span class="sd"> :param bucket: The Google cloud storage bucket where the object is.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object: The name of the object to check in the Google cloud</span> |
| <span class="sd"> storage bucket.</span> |
| <span class="sd"> :type object: str</span> |
| <span class="sd"> """</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">'Retrieving the MD5 hash of '</span> |
| <span class="s1">'object: </span><span class="si">%s</span><span class="s1"> in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">get_blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="nb">object</span><span class="p">)</span> |
| <span class="n">blob_md5hash</span> <span class="o">=</span> <span class="n">blob</span><span class="o">.</span><span class="n">md5_hash</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">'The md5Hash of </span><span class="si">%s</span><span class="s1"> is </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="n">blob_md5hash</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">blob_md5hash</span></div> |
| |
| <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span> |
| <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="GoogleCloudStorageHook.create_bucket"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.create_bucket">[docs]</a> <span class="k">def</span> <span class="nf">create_bucket</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">bucket_name</span><span class="p">,</span> |
| <span class="n">resource</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">storage_class</span><span class="o">=</span><span class="s1">'MULTI_REGIONAL'</span><span class="p">,</span> |
| <span class="n">location</span><span class="o">=</span><span class="s1">'US'</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">labels</span><span class="o">=</span><span class="kc">None</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a new bucket. Google Cloud Storage uses a flat namespace, so</span> |
| <span class="sd"> 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.</span> |
| <span class="sd"> :type bucket_name: str</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"> :type resource: dict</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. 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"> :type storage_class: str</span> |
| <span class="sd"> :param location: The location of the bucket.</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::</span> |
| <span class="sd"> https://developers.google.com/storage/docs/bucket-locations</span> |
| |
| <span class="sd"> :type location: str</span> |
| <span class="sd"> :param project_id: The ID of the GCP Project.</span> |
| <span class="sd"> :type project_id: str</span> |
| <span class="sd"> :param labels: User-provided labels, in key/value pairs.</span> |
| <span class="sd"> :type labels: dict</span> |
| <span class="sd"> :return: If successful, it returns the ``id`` of the bucket.</span> |
| <span class="sd"> """</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">'Creating Bucket: </span><span class="si">%s</span><span class="s1">; Location: </span><span class="si">%s</span><span class="s1">; Storage Class: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">bucket_name</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">storage_class</span><span class="p">)</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="n">bucket_name</span><span class="p">)</span> |
| <span class="n">bucket_resource</span> <span class="o">=</span> <span class="n">resource</span> <span class="ow">or</span> <span class="p">{}</span> |
| |
| <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">bucket_resource</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">item</span> <span class="o">!=</span> <span class="s2">"name"</span><span class="p">:</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">_patch_property</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">item</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="n">resource</span><span class="p">[</span><span class="n">item</span><span class="p">])</span> |
| |
| <span class="n">bucket</span><span class="o">.</span><span class="n">storage_class</span> <span class="o">=</span> <span class="n">storage_class</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="n">location</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">bucket</span><span class="o">.</span><span class="n">id</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.insert_bucket_acl"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.insert_bucket_acl">[docs]</a> <span class="k">def</span> <span class="nf">insert_bucket_acl</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="n">entity</span><span class="p">,</span> <span class="n">role</span><span class="p">,</span> <span class="n">user_project</span><span class="o">=</span><span class="kc">None</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"> See: https://cloud.google.com/storage/docs/json_api/v1/bucketAccessControls/insert</span> |
| |
| <span class="sd"> :param bucket: Name of a bucket.</span> |
| <span class="sd"> :type bucket: str</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"> See: https://cloud.google.com/storage/docs/access-control/lists#scopes</span> |
| <span class="sd"> :type entity: str</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"> :type role: str</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"> :type user_project: str</span> |
| <span class="sd"> """</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">'Creating a new ACL entry in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">reload</span><span class="p">()</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">entity_from_dict</span><span class="p">(</span><span class="n">entity_dict</span><span class="o">=</span><span class="p">{</span><span class="s2">"entity"</span><span class="p">:</span> <span class="n">entity</span><span class="p">,</span> <span class="s2">"role"</span><span class="p">:</span> <span class="n">role</span><span class="p">})</span> |
| <span class="k">if</span> <span class="n">user_project</span><span class="p">:</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">user_project</span> <span class="o">=</span> <span class="n">user_project</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">save</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">'A new ACL entry created in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.insert_object_acl"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.insert_object_acl">[docs]</a> <span class="k">def</span> <span class="nf">insert_object_acl</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="n">object_name</span><span class="p">,</span> <span class="n">entity</span><span class="p">,</span> <span class="n">role</span><span class="p">,</span> <span class="n">generation</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> |
| <span class="n">user_project</span><span class="o">=</span><span class="kc">None</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"> See: https://cloud.google.com/storage/docs/json_api/v1/objectAccessControls/insert</span> |
| |
| <span class="sd"> :param bucket: Name of a bucket.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param object_name: Name of the object. For information about how to URL encode</span> |
| <span class="sd"> object names to be path safe, see:</span> |
| <span class="sd"> https://cloud.google.com/storage/docs/json_api/#encoding</span> |
| <span class="sd"> :type object_name: str</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"> See: https://cloud.google.com/storage/docs/access-control/lists#scopes</span> |
| <span class="sd"> :type entity: str</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"> :type role: str</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"> :type user_project: str</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">generation</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">"'generation' parameter is no longer supported"</span><span class="p">,</span> <span class="ne">DeprecationWarning</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">'Creating a new ACL entry for object: </span><span class="si">%s</span><span class="s1"> in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket_name</span><span class="o">=</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">object_name</span><span class="p">)</span> |
| <span class="c1"># Reload fetches the current ACL from Cloud Storage.</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">reload</span><span class="p">()</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">entity_from_dict</span><span class="p">(</span><span class="n">entity_dict</span><span class="o">=</span><span class="p">{</span><span class="s2">"entity"</span><span class="p">:</span> <span class="n">entity</span><span class="p">,</span> <span class="s2">"role"</span><span class="p">:</span> <span class="n">role</span><span class="p">})</span> |
| <span class="k">if</span> <span class="n">user_project</span><span class="p">:</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">user_project</span> <span class="o">=</span> <span class="n">user_project</span> |
| <span class="n">blob</span><span class="o">.</span><span class="n">acl</span><span class="o">.</span><span class="n">save</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">'A new ACL entry created for object: </span><span class="si">%s</span><span class="s1"> in bucket: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> |
| <span class="n">object_name</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="GoogleCloudStorageHook.compose"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook.GoogleCloudStorageHook.compose">[docs]</a> <span class="k">def</span> <span class="nf">compose</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bucket</span><span class="p">,</span> <span class="n">source_objects</span><span class="p">,</span> <span class="n">destination_object</span><span class="p">,</span> <span class="n">num_retries</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Composes a list of existing object into a new object in the same storage bucket</span> |
| |
| <span class="sd"> Currently it only supports up to 32 objects that can be concatenated</span> |
| <span class="sd"> in a single operation</span> |
| |
| <span class="sd"> https://cloud.google.com/storage/docs/json_api/v1/objects/compose</span> |
| |
| <span class="sd"> :param bucket: The name of the bucket containing the source objects.</span> |
| <span class="sd"> This is also the same bucket to store the composed destination object.</span> |
| <span class="sd"> :type bucket: str</span> |
| <span class="sd"> :param source_objects: The list of source objects that will be composed</span> |
| <span class="sd"> into a single object.</span> |
| <span class="sd"> :type source_objects: list</span> |
| <span class="sd"> :param destination_object: The path of the object if given.</span> |
| <span class="sd"> :type destination_object: str</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">num_retries</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</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">"'num_retries' parameter is Deprecated. Retries are "</span> |
| <span class="s2">"now handled automatically"</span><span class="p">,</span> <span class="ne">DeprecationWarning</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">source_objects</span> <span class="ow">or</span> <span class="ow">not</span> <span class="nb">len</span><span class="p">(</span><span class="n">source_objects</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'source_objects cannot be empty.'</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">bucket</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">destination_object</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'bucket and destination_object cannot be empty.'</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">"Composing </span><span class="si">%s</span><span class="s2"> to </span><span class="si">%s</span><span class="s2"> in the bucket </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> |
| <span class="n">source_objects</span><span class="p">,</span> <span class="n">destination_object</span><span class="p">,</span> <span class="n">bucket</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">bucket</span><span class="p">(</span><span class="n">bucket</span><span class="p">)</span> |
| <span class="n">destination_blob</span> <span class="o">=</span> <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">destination_object</span><span class="p">)</span> |
| <span class="n">destination_blob</span><span class="o">.</span><span class="n">compose</span><span class="p">(</span> |
| <span class="n">sources</span><span class="o">=</span><span class="p">[</span> |
| <span class="n">bucket</span><span class="o">.</span><span class="n">blob</span><span class="p">(</span><span class="n">blob_name</span><span class="o">=</span><span class="n">source_object</span><span class="p">)</span> <span class="k">for</span> <span class="n">source_object</span> <span class="ow">in</span> <span class="n">source_objects</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">"Completed successfully."</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="_parse_gcs_url"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcs_hook/index.html#airflow.contrib.hooks.gcs_hook._parse_gcs_url">[docs]</a><span class="k">def</span> <span class="nf">_parse_gcs_url</span><span class="p">(</span><span class="n">gsurl</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Given a Google Cloud Storage URL (gs://<bucket>/<blob>), returns a</span> |
| <span class="sd"> tuple containing the corresponding bucket and blob.</span> |
| <span class="sd"> """</span> |
| <span class="c1"># Python 3</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="kn">from</span> <span class="nn">urllib.parse</span> <span class="k">import</span> <span class="n">urlparse</span> |
| <span class="c1"># Python 2</span> |
| <span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span> |
| <span class="kn">from</span> <span class="nn">urlparse</span> <span class="k">import</span> <span class="n">urlparse</span> |
| |
| <span class="n">parsed_url</span> <span class="o">=</span> <span class="n">urlparse</span><span class="p">(</span><span class="n">gsurl</span><span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">parsed_url</span><span class="o">.</span><span class="n">netloc</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'Please provide a bucket name'</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">bucket</span> <span class="o">=</span> <span class="n">parsed_url</span><span class="o">.</span><span class="n">netloc</span> |
| <span class="c1"># Remove leading '/' but NOT trailing one</span> |
| <span class="n">blob</span> <span class="o">=</span> <span class="n">parsed_url</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">lstrip</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">bucket</span><span class="p">,</span> <span class="n">blob</span></div> |
| </pre></div> |
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