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<h1>Source code for apache_beam.io.gcp.gcsio</h1><div class="highlight"><pre>
<span></span><span class="c1">#</span>
<span class="c1"># Licensed to the Apache Software Foundation (ASF) under one or more</span>
<span class="c1"># contributor license agreements. See the NOTICE file distributed with</span>
<span class="c1"># this work for additional information regarding copyright ownership.</span>
<span class="c1"># The ASF licenses this file to You under the Apache License, Version 2.0</span>
<span class="c1"># (the &quot;License&quot;); you may not use this file except in compliance with</span>
<span class="c1"># 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, software</span>
<span class="c1"># distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span>
<span class="c1"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
<span class="c1"># See the License for the specific language governing permissions and</span>
<span class="c1"># limitations under the License.</span>
<span class="c1">#</span>
<span class="sd">&quot;&quot;&quot;Google Cloud Storage client.</span>
<span class="sd">This library evolved from the Google App Engine GCS client available at</span>
<span class="sd">https://github.com/GoogleCloudPlatform/appengine-gcs-client.</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="kn">from</span> <span class="nn">__future__</span> <span class="k">import</span> <span class="n">absolute_import</span>
<span class="kn">import</span> <span class="nn">errno</span>
<span class="kn">import</span> <span class="nn">io</span>
<span class="kn">import</span> <span class="nn">logging</span>
<span class="kn">import</span> <span class="nn">multiprocessing</span>
<span class="kn">import</span> <span class="nn">re</span>
<span class="kn">import</span> <span class="nn">sys</span>
<span class="kn">import</span> <span class="nn">threading</span>
<span class="kn">import</span> <span class="nn">time</span>
<span class="kn">import</span> <span class="nn">traceback</span>
<span class="kn">from</span> <span class="nn">builtins</span> <span class="k">import</span> <span class="nb">object</span>
<span class="kn">from</span> <span class="nn">apache_beam.internal.http_client</span> <span class="k">import</span> <span class="n">get_new_http</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.filesystemio</span> <span class="k">import</span> <span class="n">Downloader</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.filesystemio</span> <span class="k">import</span> <span class="n">DownloaderStream</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.filesystemio</span> <span class="k">import</span> <span class="n">PipeStream</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.filesystemio</span> <span class="k">import</span> <span class="n">Uploader</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.filesystemio</span> <span class="k">import</span> <span class="n">UploaderStream</span>
<span class="kn">from</span> <span class="nn">apache_beam.utils</span> <span class="k">import</span> <span class="n">retry</span>
<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;GcsIO&#39;</span><span class="p">]</span>
<span class="c1"># Issue a friendlier error message if the storage library is not available.</span>
<span class="c1"># TODO(silviuc): Remove this guard when storage is available everywhere.</span>
<span class="k">try</span><span class="p">:</span>
<span class="c1"># pylint: disable=wrong-import-order, wrong-import-position</span>
<span class="c1"># pylint: disable=ungrouped-imports</span>
<span class="kn">import</span> <span class="nn">apitools.base.py.transfer</span> <span class="k">as</span> <span class="nn">transfer</span>
<span class="kn">from</span> <span class="nn">apitools.base.py.batch</span> <span class="k">import</span> <span class="n">BatchApiRequest</span>
<span class="kn">from</span> <span class="nn">apitools.base.py.exceptions</span> <span class="k">import</span> <span class="n">HttpError</span>
<span class="kn">from</span> <span class="nn">apache_beam.internal.gcp</span> <span class="k">import</span> <span class="n">auth</span>
<span class="kn">from</span> <span class="nn">apache_beam.io.gcp.internal.clients</span> <span class="k">import</span> <span class="n">storage</span>
<span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ImportError</span><span class="p">(</span>
<span class="s1">&#39;Google Cloud Storage I/O not supported for this execution environment &#39;</span>
<span class="s1">&#39;(could not import storage API client).&#39;</span><span class="p">)</span>
<span class="c1"># This is the size of each partial-file read operation from GCS. This</span>
<span class="c1"># parameter was chosen to give good throughput while keeping memory usage at</span>
<span class="c1"># a reasonable level; the following table shows throughput reached when</span>
<span class="c1"># reading files of a given size with a chosen buffer size and informed the</span>
<span class="c1"># choice of the value, as of 11/2016:</span>
<span class="c1">#</span>
<span class="c1"># +---------------+------------+-------------+-------------+-------------+</span>
<span class="c1"># | | 50 MB file | 100 MB file | 200 MB file | 400 MB file |</span>
<span class="c1"># +---------------+------------+-------------+-------------+-------------+</span>
<span class="c1"># | 8 MB buffer | 17.12 MB/s | 22.67 MB/s | 23.81 MB/s | 26.05 MB/s |</span>
<span class="c1"># | 16 MB buffer | 24.21 MB/s | 42.70 MB/s | 42.89 MB/s | 46.92 MB/s |</span>
<span class="c1"># | 32 MB buffer | 28.53 MB/s | 48.08 MB/s | 54.30 MB/s | 54.65 MB/s |</span>
<span class="c1"># | 400 MB buffer | 34.72 MB/s | 71.13 MB/s | 79.13 MB/s | 85.39 MB/s |</span>
<span class="c1"># +---------------+------------+-------------+-------------+-------------+</span>
<span class="n">DEFAULT_READ_BUFFER_SIZE</span> <span class="o">=</span> <span class="mi">16</span> <span class="o">*</span> <span class="mi">1024</span> <span class="o">*</span> <span class="mi">1024</span>
<span class="c1"># This is the number of seconds the library will wait for a partial-file read</span>
<span class="c1"># operation from GCS to complete before retrying.</span>
<span class="n">DEFAULT_READ_SEGMENT_TIMEOUT_SECONDS</span> <span class="o">=</span> <span class="mi">60</span>
<span class="c1"># This is the size of chunks used when writing to GCS.</span>
<span class="n">WRITE_CHUNK_SIZE</span> <span class="o">=</span> <span class="mi">8</span> <span class="o">*</span> <span class="mi">1024</span> <span class="o">*</span> <span class="mi">1024</span>
<span class="c1"># Maximum number of operations permitted in GcsIO.copy_batch() and</span>
<span class="c1"># GcsIO.delete_batch().</span>
<span class="n">MAX_BATCH_OPERATION_SIZE</span> <span class="o">=</span> <span class="mi">100</span>
<span class="c1"># Batch endpoint URL for GCS.</span>
<span class="c1"># We have to specify an API specific endpoint here since Google APIs global</span>
<span class="c1"># batch endpoints will be deprecated on 03/25/2019.</span>
<span class="c1"># See https://developers.googleblog.com/2018/03/discontinuing-support-for-json-rpc-and.html. # pylint: disable=line-too-long</span>
<span class="c1"># Currently apitools library uses a global batch endpoint by default:</span>
<span class="c1"># https://github.com/google/apitools/blob/master/apitools/base/py/batch.py#L152</span>
<span class="c1"># TODO: remove this constant and it&#39;s usage after apitools move to using an API</span>
<span class="c1"># specific batch endpoint or after Beam gcsio module start using a GCS client</span>
<span class="c1"># library that does not use global batch endpoints.</span>
<span class="n">GCS_BATCH_ENDPOINT</span> <span class="o">=</span> <span class="s1">&#39;https://www.googleapis.com/batch/storage/v1&#39;</span>
<span class="k">def</span> <span class="nf">parse_gcs_path</span><span class="p">(</span><span class="n">gcs_path</span><span class="p">,</span> <span class="n">object_optional</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Return the bucket and object names of the given gs:// path.&quot;&quot;&quot;</span>
<span class="n">match</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="s1">&#39;^gs://([^/]+)/(.*)$&#39;</span><span class="p">,</span> <span class="n">gcs_path</span><span class="p">)</span>
<span class="k">if</span> <span class="n">match</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="p">(</span><span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> <span class="o">==</span> <span class="s1">&#39;&#39;</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">object_optional</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;GCS path must be in the form gs://&lt;bucket&gt;/&lt;object&gt;.&#39;</span><span class="p">)</span>
<span class="k">return</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">1</span><span class="p">),</span> <span class="n">match</span><span class="o">.</span><span class="n">group</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
<span class="k">class</span> <span class="nc">GcsIOError</span><span class="p">(</span><span class="ne">IOError</span><span class="p">,</span> <span class="n">retry</span><span class="o">.</span><span class="n">PermanentException</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;GCS IO error that should not be retried.&quot;&quot;&quot;</span>
<span class="k">pass</span>
<div class="viewcode-block" id="GcsIO"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO">[docs]</a><span class="k">class</span> <span class="nc">GcsIO</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Google Cloud Storage I/O client.&quot;&quot;&quot;</span>
<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">storage_client</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
<span class="k">if</span> <span class="n">storage_client</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">storage_client</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageV1</span><span class="p">(</span>
<span class="n">credentials</span><span class="o">=</span><span class="n">auth</span><span class="o">.</span><span class="n">get_service_credentials</span><span class="p">(),</span>
<span class="n">get_credentials</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="n">http</span><span class="o">=</span><span class="n">get_new_http</span><span class="p">(),</span>
<span class="n">response_encoding</span><span class="o">=</span><span class="kc">None</span> <span class="k">if</span> <span class="n">sys</span><span class="o">.</span><span class="n">version_info</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">3</span> <span class="k">else</span> <span class="s1">&#39;utf8&#39;</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">client</span> <span class="o">=</span> <span class="n">storage_client</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">def</span> <span class="nf">_set_rewrite_response_callback</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">callback</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;For testing purposes only. No backward compatibility guarantees.</span>
<span class="sd"> Args:</span>
<span class="sd"> callback: A function that receives ``storage.RewriteResponse``.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span> <span class="o">=</span> <span class="n">callback</span>
<div class="viewcode-block" id="GcsIO.open"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.open">[docs]</a> <span class="k">def</span> <span class="nf">open</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span>
<span class="n">filename</span><span class="p">,</span>
<span class="n">mode</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span>
<span class="n">read_buffer_size</span><span class="o">=</span><span class="n">DEFAULT_READ_BUFFER_SIZE</span><span class="p">,</span>
<span class="n">mime_type</span><span class="o">=</span><span class="s1">&#39;application/octet-stream&#39;</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Open a GCS file path for reading or writing.</span>
<span class="sd"> Args:</span>
<span class="sd"> filename (str): GCS file path in the form ``gs://&lt;bucket&gt;/&lt;object&gt;``.</span>
<span class="sd"> mode (str): ``&#39;r&#39;`` for reading or ``&#39;w&#39;`` for writing.</span>
<span class="sd"> read_buffer_size (int): Buffer size to use during read operations.</span>
<span class="sd"> mime_type (str): Mime type to set for write operations.</span>
<span class="sd"> Returns:</span>
<span class="sd"> GCS file object.</span>
<span class="sd"> Raises:</span>
<span class="sd"> ~exceptions.ValueError: Invalid open file mode.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">&#39;r&#39;</span> <span class="ow">or</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">&#39;rb&#39;</span><span class="p">:</span>
<span class="n">downloader</span> <span class="o">=</span> <span class="n">GcsDownloader</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="p">,</span> <span class="n">filename</span><span class="p">,</span>
<span class="n">buffer_size</span><span class="o">=</span><span class="n">read_buffer_size</span><span class="p">)</span>
<span class="k">return</span> <span class="n">io</span><span class="o">.</span><span class="n">BufferedReader</span><span class="p">(</span><span class="n">DownloaderStream</span><span class="p">(</span><span class="n">downloader</span><span class="p">,</span> <span class="n">read_buffer_size</span><span class="o">=</span><span class="n">read_buffer_size</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="n">mode</span><span class="p">),</span>
<span class="n">buffer_size</span><span class="o">=</span><span class="n">read_buffer_size</span><span class="p">)</span>
<span class="k">elif</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">&#39;w&#39;</span> <span class="ow">or</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">&#39;wb&#39;</span><span class="p">:</span>
<span class="n">uploader</span> <span class="o">=</span> <span class="n">GcsUploader</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="p">,</span> <span class="n">filename</span><span class="p">,</span> <span class="n">mime_type</span><span class="p">)</span>
<span class="k">return</span> <span class="n">io</span><span class="o">.</span><span class="n">BufferedWriter</span><span class="p">(</span><span class="n">UploaderStream</span><span class="p">(</span><span class="n">uploader</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="n">mode</span><span class="p">),</span>
<span class="n">buffer_size</span><span class="o">=</span><span class="mi">128</span> <span class="o">*</span> <span class="mi">1024</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;Invalid file open mode: </span><span class="si">%s</span><span class="s1">.&#39;</span> <span class="o">%</span> <span class="n">mode</span><span class="p">)</span></div>
<div class="viewcode-block" id="GcsIO.delete"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.delete">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<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">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Deletes the object at the given GCS path.</span>
<span class="sd"> Args:</span>
<span class="sd"> path: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsDeleteRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="k">try</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Delete</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="k">except</span> <span class="n">HttpError</span> <span class="k">as</span> <span class="n">http_error</span><span class="p">:</span>
<span class="k">if</span> <span class="n">http_error</span><span class="o">.</span><span class="n">status_code</span> <span class="o">==</span> <span class="mi">404</span><span class="p">:</span>
<span class="c1"># Return success when the file doesn&#39;t exist anymore for idempotency.</span>
<span class="k">return</span>
<span class="k">raise</span></div>
<span class="c1"># We intentionally do not decorate this method with a retry, as retrying is</span>
<span class="c1"># handled in BatchApiRequest.Execute().</span>
<div class="viewcode-block" id="GcsIO.delete_batch"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.delete_batch">[docs]</a> <span class="k">def</span> <span class="nf">delete_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">paths</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Deletes the objects at the given GCS paths.</span>
<span class="sd"> Args:</span>
<span class="sd"> paths: List of GCS file path patterns in the form gs://&lt;bucket&gt;/&lt;name&gt;,</span>
<span class="sd"> not to exceed MAX_BATCH_OPERATION_SIZE in length.</span>
<span class="sd"> Returns: List of tuples of (path, exception) in the same order as the paths</span>
<span class="sd"> argument, where exception is None if the operation succeeded or</span>
<span class="sd"> the relevant exception if the operation failed.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">paths</span><span class="p">:</span>
<span class="k">return</span> <span class="p">[]</span>
<span class="n">batch_request</span> <span class="o">=</span> <span class="n">BatchApiRequest</span><span class="p">(</span>
<span class="n">batch_url</span><span class="o">=</span><span class="n">GCS_BATCH_ENDPOINT</span><span class="p">,</span>
<span class="n">retryable_codes</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">SERVER_ERROR_OR_TIMEOUT_CODES</span><span class="p">,</span>
<span class="n">response_encoding</span><span class="o">=</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">path</span> <span class="ow">in</span> <span class="n">paths</span><span class="p">:</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsDeleteRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="n">batch_request</span><span class="o">.</span><span class="n">Add</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="p">,</span> <span class="s1">&#39;Delete&#39;</span><span class="p">,</span> <span class="n">request</span><span class="p">)</span>
<span class="n">api_calls</span> <span class="o">=</span> <span class="n">batch_request</span><span class="o">.</span><span class="n">Execute</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">_http</span><span class="p">)</span> <span class="c1"># pylint: disable=protected-access</span>
<span class="n">result_statuses</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">api_call</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">api_calls</span><span class="p">):</span>
<span class="n">path</span> <span class="o">=</span> <span class="n">paths</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
<span class="n">exception</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">if</span> <span class="n">api_call</span><span class="o">.</span><span class="n">is_error</span><span class="p">:</span>
<span class="n">exception</span> <span class="o">=</span> <span class="n">api_call</span><span class="o">.</span><span class="n">exception</span>
<span class="c1"># Return success when the file doesn&#39;t exist anymore for idempotency.</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="n">HttpError</span><span class="p">)</span> <span class="ow">and</span> <span class="n">exception</span><span class="o">.</span><span class="n">status_code</span> <span class="o">==</span> <span class="mi">404</span><span class="p">:</span>
<span class="n">exception</span> <span class="o">=</span> <span class="kc">None</span>
<span class="n">result_statuses</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">path</span><span class="p">,</span> <span class="n">exception</span><span class="p">))</span>
<span class="k">return</span> <span class="n">result_statuses</span></div>
<div class="viewcode-block" id="GcsIO.copy"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.copy">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<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">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">,</span> <span class="n">dest_kms_key_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
<span class="n">max_bytes_rewritten_per_call</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Copies the given GCS object from src to dest.</span>
<span class="sd"> Args:</span>
<span class="sd"> src: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> dest: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> dest_kms_key_name: Experimental. No backwards compatibility guarantees.</span>
<span class="sd"> Encrypt dest with this Cloud KMS key. If None, will use dest bucket</span>
<span class="sd"> encryption defaults.</span>
<span class="sd"> max_bytes_rewritten_per_call: Experimental. No backwards compatibility</span>
<span class="sd"> guarantees. Each rewrite API call will return after these many bytes.</span>
<span class="sd"> Used for testing.</span>
<span class="sd"> Raises:</span>
<span class="sd"> TimeoutError on timeout.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">src_bucket</span><span class="p">,</span> <span class="n">src_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">src</span><span class="p">)</span>
<span class="n">dest_bucket</span><span class="p">,</span> <span class="n">dest_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">dest</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsRewriteRequest</span><span class="p">(</span>
<span class="n">sourceBucket</span><span class="o">=</span><span class="n">src_bucket</span><span class="p">,</span>
<span class="n">sourceObject</span><span class="o">=</span><span class="n">src_path</span><span class="p">,</span>
<span class="n">destinationBucket</span><span class="o">=</span><span class="n">dest_bucket</span><span class="p">,</span>
<span class="n">destinationObject</span><span class="o">=</span><span class="n">dest_path</span><span class="p">,</span>
<span class="n">destinationKmsKeyName</span><span class="o">=</span><span class="n">dest_kms_key_name</span><span class="p">,</span>
<span class="n">maxBytesRewrittenPerCall</span><span class="o">=</span><span class="n">max_bytes_rewritten_per_call</span><span class="p">)</span>
<span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Rewrite</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="k">while</span> <span class="ow">not</span> <span class="n">response</span><span class="o">.</span><span class="n">done</span><span class="p">:</span>
<span class="n">logging</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span>
<span class="s1">&#39;Rewrite progress: </span><span class="si">%d</span><span class="s1"> of </span><span class="si">%d</span><span class="s1"> bytes, </span><span class="si">%s</span><span class="s1"> to </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span>
<span class="n">response</span><span class="o">.</span><span class="n">totalBytesRewritten</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">objectSize</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
<span class="n">request</span><span class="o">.</span><span class="n">rewriteToken</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">rewriteToken</span>
<span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Rewrite</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
<span class="n">logging</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Rewrite done: </span><span class="si">%s</span><span class="s1"> to </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span></div>
<span class="c1"># We intentionally do not decorate this method with a retry, as retrying is</span>
<span class="c1"># handled in BatchApiRequest.Execute().</span>
<div class="viewcode-block" id="GcsIO.copy_batch"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.copy_batch">[docs]</a> <span class="k">def</span> <span class="nf">copy_batch</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">src_dest_pairs</span><span class="p">,</span> <span class="n">dest_kms_key_name</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
<span class="n">max_bytes_rewritten_per_call</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Copies the given GCS object from src to dest.</span>
<span class="sd"> Args:</span>
<span class="sd"> src_dest_pairs: list of (src, dest) tuples of gs://&lt;bucket&gt;/&lt;name&gt; files</span>
<span class="sd"> paths to copy from src to dest, not to exceed</span>
<span class="sd"> MAX_BATCH_OPERATION_SIZE in length.</span>
<span class="sd"> dest_kms_key_name: Experimental. No backwards compatibility guarantees.</span>
<span class="sd"> Encrypt dest with this Cloud KMS key. If None, will use dest bucket</span>
<span class="sd"> encryption defaults.</span>
<span class="sd"> max_bytes_rewritten_per_call: Experimental. No backwards compatibility</span>
<span class="sd"> guarantees. Each rewrite call will return after these many bytes. Used</span>
<span class="sd"> primarily for testing.</span>
<span class="sd"> Returns: List of tuples of (src, dest, exception) in the same order as the</span>
<span class="sd"> src_dest_pairs argument, where exception is None if the operation</span>
<span class="sd"> succeeded or the relevant exception if the operation failed.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">src_dest_pairs</span><span class="p">:</span>
<span class="k">return</span> <span class="p">[]</span>
<span class="n">pair_to_request</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">for</span> <span class="n">pair</span> <span class="ow">in</span> <span class="n">src_dest_pairs</span><span class="p">:</span>
<span class="n">src_bucket</span><span class="p">,</span> <span class="n">src_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">pair</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">dest_bucket</span><span class="p">,</span> <span class="n">dest_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">pair</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsRewriteRequest</span><span class="p">(</span>
<span class="n">sourceBucket</span><span class="o">=</span><span class="n">src_bucket</span><span class="p">,</span>
<span class="n">sourceObject</span><span class="o">=</span><span class="n">src_path</span><span class="p">,</span>
<span class="n">destinationBucket</span><span class="o">=</span><span class="n">dest_bucket</span><span class="p">,</span>
<span class="n">destinationObject</span><span class="o">=</span><span class="n">dest_path</span><span class="p">,</span>
<span class="n">destinationKmsKeyName</span><span class="o">=</span><span class="n">dest_kms_key_name</span><span class="p">,</span>
<span class="n">maxBytesRewrittenPerCall</span><span class="o">=</span><span class="n">max_bytes_rewritten_per_call</span><span class="p">)</span>
<span class="n">pair_to_request</span><span class="p">[</span><span class="n">pair</span><span class="p">]</span> <span class="o">=</span> <span class="n">request</span>
<span class="n">pair_to_status</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
<span class="n">pairs_in_batch</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">src_dest_pairs</span><span class="p">)</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">pair_to_status</span><span class="p">))</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">pairs_in_batch</span><span class="p">:</span>
<span class="k">break</span>
<span class="n">batch_request</span> <span class="o">=</span> <span class="n">BatchApiRequest</span><span class="p">(</span>
<span class="n">batch_url</span><span class="o">=</span><span class="n">GCS_BATCH_ENDPOINT</span><span class="p">,</span>
<span class="n">retryable_codes</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">SERVER_ERROR_OR_TIMEOUT_CODES</span><span class="p">,</span>
<span class="n">response_encoding</span><span class="o">=</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">pair</span> <span class="ow">in</span> <span class="n">pairs_in_batch</span><span class="p">:</span>
<span class="n">batch_request</span><span class="o">.</span><span class="n">Add</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="p">,</span> <span class="s1">&#39;Rewrite&#39;</span><span class="p">,</span> <span class="n">pair_to_request</span><span class="p">[</span><span class="n">pair</span><span class="p">])</span>
<span class="n">api_calls</span> <span class="o">=</span> <span class="n">batch_request</span><span class="o">.</span><span class="n">Execute</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">_http</span><span class="p">)</span> <span class="c1"># pylint: disable=protected-access</span>
<span class="k">for</span> <span class="n">pair</span><span class="p">,</span> <span class="n">api_call</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">pairs_in_batch</span><span class="p">,</span> <span class="n">api_calls</span><span class="p">):</span>
<span class="n">src</span><span class="p">,</span> <span class="n">dest</span> <span class="o">=</span> <span class="n">pair</span>
<span class="n">response</span> <span class="o">=</span> <span class="n">api_call</span><span class="o">.</span><span class="n">response</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_rewrite_cb</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
<span class="k">if</span> <span class="n">api_call</span><span class="o">.</span><span class="n">is_error</span><span class="p">:</span>
<span class="n">exception</span> <span class="o">=</span> <span class="n">api_call</span><span class="o">.</span><span class="n">exception</span>
<span class="c1"># Translate 404 to the appropriate not found exception.</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="n">HttpError</span><span class="p">)</span> <span class="ow">and</span> <span class="n">exception</span><span class="o">.</span><span class="n">status_code</span> <span class="o">==</span> <span class="mi">404</span><span class="p">:</span>
<span class="n">exception</span> <span class="o">=</span> <span class="p">(</span>
<span class="n">GcsIOError</span><span class="p">(</span><span class="n">errno</span><span class="o">.</span><span class="n">ENOENT</span><span class="p">,</span> <span class="s1">&#39;Source file not found: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">src</span><span class="p">))</span>
<span class="n">pair_to_status</span><span class="p">[</span><span class="n">pair</span><span class="p">]</span> <span class="o">=</span> <span class="n">exception</span>
<span class="k">elif</span> <span class="ow">not</span> <span class="n">response</span><span class="o">.</span><span class="n">done</span><span class="p">:</span>
<span class="n">logging</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span>
<span class="s1">&#39;Rewrite progress: </span><span class="si">%d</span><span class="s1"> of </span><span class="si">%d</span><span class="s1"> bytes, </span><span class="si">%s</span><span class="s1"> to </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span>
<span class="n">response</span><span class="o">.</span><span class="n">totalBytesRewritten</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">objectSize</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
<span class="n">pair_to_request</span><span class="p">[</span><span class="n">pair</span><span class="p">]</span><span class="o">.</span><span class="n">rewriteToken</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">rewriteToken</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">logging</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Rewrite done: </span><span class="si">%s</span><span class="s1"> to </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
<span class="n">pair_to_status</span><span class="p">[</span><span class="n">pair</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">return</span> <span class="p">[(</span><span class="n">pair</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">pair</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">pair_to_status</span><span class="p">[</span><span class="n">pair</span><span class="p">])</span> <span class="k">for</span> <span class="n">pair</span> <span class="ow">in</span> <span class="n">src_dest_pairs</span><span class="p">]</span></div>
<span class="c1"># We intentionally do not decorate this method with a retry, since the</span>
<span class="c1"># underlying copy and delete operations are already idempotent operations</span>
<span class="c1"># protected by retry decorators.</span>
<div class="viewcode-block" id="GcsIO.copytree"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.copytree">[docs]</a> <span class="k">def</span> <span class="nf">copytree</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Renames the given GCS &quot;directory&quot; recursively from src to dest.</span>
<span class="sd"> Args:</span>
<span class="sd"> src: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;/.</span>
<span class="sd"> dest: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;/.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">assert</span> <span class="n">src</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s1">&#39;/&#39;</span><span class="p">)</span>
<span class="k">assert</span> <span class="n">dest</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s1">&#39;/&#39;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">entry</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">list_prefix</span><span class="p">(</span><span class="n">src</span><span class="p">):</span>
<span class="n">rel_path</span> <span class="o">=</span> <span class="n">entry</span><span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="n">src</span><span class="p">):]</span>
<span class="bp">self</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">entry</span><span class="p">,</span> <span class="n">dest</span> <span class="o">+</span> <span class="n">rel_path</span><span class="p">)</span></div>
<span class="c1"># We intentionally do not decorate this method with a retry, since the</span>
<span class="c1"># underlying copy and delete operations are already idempotent operations</span>
<span class="c1"># protected by retry decorators.</span>
<div class="viewcode-block" id="GcsIO.rename"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.rename">[docs]</a> <span class="k">def</span> <span class="nf">rename</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Renames the given GCS object from src to dest.</span>
<span class="sd"> Args:</span>
<span class="sd"> src: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> dest: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="bp">self</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">src</span><span class="p">,</span> <span class="n">dest</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="n">src</span><span class="p">)</span></div>
<div class="viewcode-block" id="GcsIO.exists"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.exists">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<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">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Returns whether the given GCS object exists.</span>
<span class="sd"> Args:</span>
<span class="sd"> path: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">request</span><span class="p">)</span> <span class="c1"># metadata</span>
<span class="k">return</span> <span class="kc">True</span>
<span class="k">except</span> <span class="n">HttpError</span> <span class="k">as</span> <span class="n">http_error</span><span class="p">:</span>
<span class="k">if</span> <span class="n">http_error</span><span class="o">.</span><span class="n">status_code</span> <span class="o">==</span> <span class="mi">404</span><span class="p">:</span>
<span class="c1"># HTTP 404 indicates that the file did not exist</span>
<span class="k">return</span> <span class="kc">False</span>
<span class="k">else</span><span class="p">:</span>
<span class="c1"># We re-raise all other exceptions</span>
<span class="k">raise</span></div>
<div class="viewcode-block" id="GcsIO.checksum"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.checksum">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">checksum</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Looks up the checksum of a GCS object.</span>
<span class="sd"> Args:</span>
<span class="sd"> path: GCS file path pattern in the form gs://&lt;bucket&gt;/&lt;name&gt;.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">request</span><span class="p">)</span><span class="o">.</span><span class="n">crc32c</span></div>
<div class="viewcode-block" id="GcsIO.size"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.size">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">size</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Returns the size of a single GCS object.</span>
<span class="sd"> This method does not perform glob expansion. Hence the given path must be</span>
<span class="sd"> for a single GCS object.</span>
<span class="sd"> Returns: size of the GCS object in bytes.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">request</span><span class="p">)</span><span class="o">.</span><span class="n">size</span></div>
<div class="viewcode-block" id="GcsIO.kms_key"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.kms_key">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">kms_key</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Returns the KMS key of a single GCS object.</span>
<span class="sd"> This method does not perform glob expansion. Hence the given path must be</span>
<span class="sd"> for a single GCS object.</span>
<span class="sd"> Returns: KMS key name of the GCS object as a string, or None if it doesn&#39;t</span>
<span class="sd"> have one.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">request</span><span class="p">)</span><span class="o">.</span><span class="n">kmsKeyName</span></div>
<div class="viewcode-block" id="GcsIO.last_updated"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.last_updated">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">last_updated</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Returns the last updated epoch time of a single GCS object.</span>
<span class="sd"> This method does not perform glob expansion. Hence the given path must be</span>
<span class="sd"> for a single GCS object.</span>
<span class="sd"> Returns: last updated time of the GCS object in second.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">object_path</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="n">object_path</span><span class="p">)</span>
<span class="n">datetime</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">request</span><span class="p">)</span><span class="o">.</span><span class="n">updated</span>
<span class="k">return</span> <span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">mktime</span><span class="p">(</span><span class="n">datetime</span><span class="o">.</span><span class="n">timetuple</span><span class="p">())</span> <span class="o">-</span> <span class="n">time</span><span class="o">.</span><span class="n">timezone</span>
<span class="o">+</span> <span class="n">datetime</span><span class="o">.</span><span class="n">microsecond</span> <span class="o">/</span> <span class="mf">1000000.0</span><span class="p">)</span></div>
<div class="viewcode-block" id="GcsIO.list_prefix"><a class="viewcode-back" href="../../../../apache_beam.io.gcp.gcsio.html#apache_beam.io.gcp.gcsio.GcsIO.list_prefix">[docs]</a> <span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">list_prefix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">):</span>
<span class="sd">&quot;&quot;&quot;Lists files matching the prefix.</span>
<span class="sd"> Args:</span>
<span class="sd"> path: GCS file path pattern in the form gs://&lt;bucket&gt;/[name].</span>
<span class="sd"> Returns:</span>
<span class="sd"> Dictionary of file name -&gt; size.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">bucket</span><span class="p">,</span> <span class="n">prefix</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">object_optional</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">request</span> <span class="o">=</span> <span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsListRequest</span><span class="p">(</span><span class="n">bucket</span><span class="o">=</span><span class="n">bucket</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="n">prefix</span><span class="p">)</span>
<span class="n">file_sizes</span> <span class="o">=</span> <span class="p">{}</span>
<span class="n">counter</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">start_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
<span class="n">logging</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Starting the size estimation of the input&quot;</span><span class="p">)</span>
<span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
<span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">List</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
<span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">response</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
<span class="n">file_name</span> <span class="o">=</span> <span class="s1">&#39;gs://</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">item</span><span class="o">.</span><span class="n">bucket</span><span class="p">,</span> <span class="n">item</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
<span class="n">file_sizes</span><span class="p">[</span><span class="n">file_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">item</span><span class="o">.</span><span class="n">size</span>
<span class="n">counter</span> <span class="o">+=</span> <span class="mi">1</span>
<span class="k">if</span> <span class="n">counter</span> <span class="o">%</span> <span class="mi">10000</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">logging</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Finished computing size of: </span><span class="si">%s</span><span class="s2"> files&quot;</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">file_sizes</span><span class="p">))</span>
<span class="k">if</span> <span class="n">response</span><span class="o">.</span><span class="n">nextPageToken</span><span class="p">:</span>
<span class="n">request</span><span class="o">.</span><span class="n">pageToken</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">nextPageToken</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">break</span>
<span class="n">logging</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Finished listing </span><span class="si">%s</span><span class="s2"> files in </span><span class="si">%s</span><span class="s2"> seconds.&quot;</span><span class="p">,</span>
<span class="n">counter</span><span class="p">,</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start_time</span><span class="p">)</span>
<span class="k">return</span> <span class="n">file_sizes</span></div></div>
<span class="k">class</span> <span class="nc">GcsDownloader</span><span class="p">(</span><span class="n">Downloader</span><span class="p">):</span>
<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">client</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">buffer_size</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">client</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_path</span> <span class="o">=</span> <span class="n">path</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_name</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_buffer_size</span> <span class="o">=</span> <span class="n">buffer_size</span>
<span class="c1"># Get object state.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_get_request</span> <span class="o">=</span> <span class="p">(</span><span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsGetRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_bucket</span><span class="p">,</span> <span class="nb">object</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_name</span><span class="p">))</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">metadata</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_object_metadata</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_request</span><span class="p">)</span>
<span class="k">except</span> <span class="n">HttpError</span> <span class="k">as</span> <span class="n">http_error</span><span class="p">:</span>
<span class="k">if</span> <span class="n">http_error</span><span class="o">.</span><span class="n">status_code</span> <span class="o">==</span> <span class="mi">404</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">IOError</span><span class="p">(</span><span class="n">errno</span><span class="o">.</span><span class="n">ENOENT</span><span class="p">,</span> <span class="s1">&#39;Not found: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="bp">self</span><span class="o">.</span><span class="n">_path</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">logging</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;HTTP error while requesting file </span><span class="si">%s</span><span class="s1">: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_path</span><span class="p">,</span>
<span class="n">http_error</span><span class="p">)</span>
<span class="k">raise</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_size</span> <span class="o">=</span> <span class="n">metadata</span><span class="o">.</span><span class="n">size</span>
<span class="c1"># Ensure read is from file of the correct generation.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_get_request</span><span class="o">.</span><span class="n">generation</span> <span class="o">=</span> <span class="n">metadata</span><span class="o">.</span><span class="n">generation</span>
<span class="c1"># Initialize read buffer state.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_download_stream</span> <span class="o">=</span> <span class="n">io</span><span class="o">.</span><span class="n">BytesIO</span><span class="p">()</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_downloader</span> <span class="o">=</span> <span class="n">transfer</span><span class="o">.</span><span class="n">Download</span><span class="p">(</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_download_stream</span><span class="p">,</span> <span class="n">auto_transfer</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">chunksize</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_buffer_size</span><span class="p">,</span>
<span class="n">num_retries</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_request</span><span class="p">,</span> <span class="n">download</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_downloader</span><span class="p">)</span>
<span class="nd">@retry</span><span class="o">.</span><span class="n">with_exponential_backoff</span><span class="p">(</span>
<span class="n">retry_filter</span><span class="o">=</span><span class="n">retry</span><span class="o">.</span><span class="n">retry_on_server_errors_and_timeout_filter</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">_get_object_metadata</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">get_request</span><span class="p">):</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="n">get_request</span><span class="p">)</span>
<span class="nd">@property</span>
<span class="k">def</span> <span class="nf">size</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_size</span>
<span class="k">def</span> <span class="nf">get_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_download_stream</span><span class="o">.</span><span class="n">seek</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_download_stream</span><span class="o">.</span><span class="n">truncate</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_downloader</span><span class="o">.</span><span class="n">GetRange</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_download_stream</span><span class="o">.</span><span class="n">getvalue</span><span class="p">()</span>
<span class="k">class</span> <span class="nc">GcsUploader</span><span class="p">(</span><span class="n">Uploader</span><span class="p">):</span>
<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">client</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">mime_type</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">client</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_path</span> <span class="o">=</span> <span class="n">path</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_bucket</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_name</span> <span class="o">=</span> <span class="n">parse_gcs_path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_mime_type</span> <span class="o">=</span> <span class="n">mime_type</span>
<span class="c1"># Set up communication with child thread.</span>
<span class="n">parent_conn</span><span class="p">,</span> <span class="n">child_conn</span> <span class="o">=</span> <span class="n">multiprocessing</span><span class="o">.</span><span class="n">Pipe</span><span class="p">()</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_child_conn</span> <span class="o">=</span> <span class="n">child_conn</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_conn</span> <span class="o">=</span> <span class="n">parent_conn</span>
<span class="c1"># Set up uploader.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_insert_request</span> <span class="o">=</span> <span class="p">(</span><span class="n">storage</span><span class="o">.</span><span class="n">StorageObjectsInsertRequest</span><span class="p">(</span>
<span class="n">bucket</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_bucket</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_name</span><span class="p">))</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload</span> <span class="o">=</span> <span class="n">transfer</span><span class="o">.</span><span class="n">Upload</span><span class="p">(</span>
<span class="n">PipeStream</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_child_conn</span><span class="p">),</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_mime_type</span><span class="p">,</span>
<span class="n">chunksize</span><span class="o">=</span><span class="n">WRITE_CHUNK_SIZE</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload</span><span class="o">.</span><span class="n">strategy</span> <span class="o">=</span> <span class="n">transfer</span><span class="o">.</span><span class="n">RESUMABLE_UPLOAD</span>
<span class="c1"># Start uploading thread.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span> <span class="o">=</span> <span class="n">threading</span><span class="o">.</span><span class="n">Thread</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_start_upload</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">daemon</span> <span class="o">=</span> <span class="kc">True</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="o">=</span> <span class="kc">None</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
<span class="c1"># TODO(silviuc): Refactor so that retry logic can be applied.</span>
<span class="c1"># There is retry logic in the underlying transfer library but we should make</span>
<span class="c1"># it more explicit so we can control the retry parameters.</span>
<span class="nd">@retry</span><span class="o">.</span><span class="n">no_retries</span> <span class="c1"># Using no_retries marks this as an integration point.</span>
<span class="k">def</span> <span class="nf">_start_upload</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="c1"># This starts the uploader thread. We are forced to run the uploader in</span>
<span class="c1"># another thread because the apitools uploader insists on taking a stream</span>
<span class="c1"># as input. Happily, this also means we get asynchronous I/O to GCS.</span>
<span class="c1">#</span>
<span class="c1"># The uploader by default transfers data in chunks of 1024 * 1024 bytes at</span>
<span class="c1"># a time, buffering writes until that size is reached.</span>
<span class="k">try</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">Insert</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_insert_request</span><span class="p">,</span> <span class="n">upload</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_upload</span><span class="p">)</span>
<span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> <span class="c1"># pylint: disable=broad-except</span>
<span class="n">logging</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Error in _start_upload while inserting file </span><span class="si">%s</span><span class="s1">: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_path</span><span class="p">,</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="o">=</span> <span class="n">e</span>
<span class="k">finally</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_child_conn</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">put</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">):</span>
<span class="k">try</span><span class="p">:</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_conn</span><span class="o">.</span><span class="n">send_bytes</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">tobytes</span><span class="p">())</span>
<span class="k">except</span> <span class="ne">EOFError</span><span class="p">:</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">raise</span> <span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="c1"># pylint: disable=raising-bad-type</span>
<span class="k">raise</span>
<span class="k">def</span> <span class="nf">finish</span><span class="p">(</span><span class="bp">self</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">close</span><span class="p">()</span>
<span class="c1"># TODO(udim): Add timeout=DEFAULT_HTTP_TIMEOUT_SECONDS * 2 and raise if</span>
<span class="c1"># isAlive is True.</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">join</span><span class="p">()</span>
<span class="c1"># Check for exception since the last put() call.</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="k">raise</span> <span class="bp">self</span><span class="o">.</span><span class="n">_upload_thread</span><span class="o">.</span><span class="n">last_error</span> <span class="c1"># pylint: disable=raising-bad-type</span>
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