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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 "License"); 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 "AS IS" 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">"""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">"""</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">os</span> |
| <span class="kn">import</span> <span class="nn">re</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">import</span> <span class="nn">httplib2</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">'GcsIO'</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">'Google Cloud Storage I/O not supported for this execution environment '</span> |
| <span class="s1">'(could not import storage API client).'</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 GCS operations to</span> |
| <span class="c1"># complete.</span> |
| <span class="n">DEFAULT_HTTP_TIMEOUT_SECONDS</span> <span class="o">=</span> <span class="mi">60</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'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">'https://www.googleapis.com/batch/storage/v1'</span> |
| |
| |
| <span class="k">def</span> <span class="nf">proxy_info_from_environment_var</span><span class="p">(</span><span class="n">proxy_env_var</span><span class="p">):</span> |
| <span class="sd">"""Reads proxy info from the environment and converts to httplib2.ProxyInfo.</span> |
| |
| <span class="sd"> Args:</span> |
| <span class="sd"> proxy_env_var: environment variable string to read, http_proxy or</span> |
| <span class="sd"> https_proxy (in lower case).</span> |
| <span class="sd"> Example: http://myproxy.domain.com:8080</span> |
| |
| <span class="sd"> Returns:</span> |
| <span class="sd"> httplib2.ProxyInfo constructed from the environment string.</span> |
| <span class="sd"> """</span> |
| <span class="n">proxy_url</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">proxy_env_var</span><span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">proxy_url</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">None</span> |
| <span class="n">proxy_protocol</span> <span class="o">=</span> <span class="n">proxy_env_var</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'_'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="s1">'^https?://'</span><span class="p">,</span> <span class="n">proxy_url</span><span class="p">,</span> <span class="n">flags</span><span class="o">=</span><span class="n">re</span><span class="o">.</span><span class="n">IGNORECASE</span><span class="p">):</span> |
| <span class="n">logging</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span><span class="s2">"proxy_info_from_url requires a protocol, which is always "</span> |
| <span class="s2">"http or https."</span><span class="p">)</span> |
| <span class="n">proxy_url</span> <span class="o">=</span> <span class="n">proxy_protocol</span> <span class="o">+</span> <span class="s1">'://'</span> <span class="o">+</span> <span class="n">proxy_url</span> |
| <span class="k">return</span> <span class="n">httplib2</span><span class="o">.</span><span class="n">proxy_info_from_url</span><span class="p">(</span><span class="n">proxy_url</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="n">proxy_protocol</span><span class="p">)</span> |
| |
| |
| <span class="k">def</span> <span class="nf">get_new_http</span><span class="p">():</span> |
| <span class="sd">"""Creates and returns a new httplib2.Http instance.</span> |
| |
| <span class="sd"> Returns:</span> |
| <span class="sd"> An initialized httplib2.Http instance.</span> |
| <span class="sd"> """</span> |
| <span class="n">proxy_info</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">for</span> <span class="n">proxy_env_var</span> <span class="ow">in</span> <span class="p">[</span><span class="s1">'http_proxy'</span><span class="p">,</span> <span class="s1">'https_proxy'</span><span class="p">]:</span> |
| <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">proxy_env_var</span><span class="p">):</span> |
| <span class="n">proxy_info</span> <span class="o">=</span> <span class="n">proxy_info_from_environment_var</span><span class="p">(</span><span class="n">proxy_env_var</span><span class="p">)</span> |
| <span class="k">break</span> |
| <span class="c1"># Use a non-infinite SSL timeout to avoid hangs during network flakiness.</span> |
| <span class="k">return</span> <span class="n">httplib2</span><span class="o">.</span><span class="n">Http</span><span class="p">(</span><span class="n">proxy_info</span><span class="o">=</span><span class="n">proxy_info</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">DEFAULT_HTTP_TIMEOUT_SECONDS</span><span class="p">)</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">"""Return the bucket and object names of the given gs:// path."""</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">'^gs://([^/]+)/(.*)$'</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">''</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">'GCS path must be in the form gs://<bucket>/<object>.'</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">"""GCS IO error that should not be retried."""</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">"""Google Cloud Storage I/O client."""</span> |
| |
| <span class="k">def</span> <span class="nf">__new__</span><span class="p">(</span><span class="bp">cls</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="p">:</span> |
| <span class="c1"># This path is only used for testing.</span> |
| <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">GcsIO</span><span class="p">,</span> <span class="bp">cls</span><span class="p">)</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="c1"># Create a single storage client for each thread. We would like to avoid</span> |
| <span class="c1"># creating more than one storage client for each thread, since each</span> |
| <span class="c1"># initialization requires the relatively expensive step of initializing</span> |
| <span class="c1"># credentaials.</span> |
| <span class="n">local_state</span> <span class="o">=</span> <span class="n">threading</span><span class="o">.</span><span class="n">local</span><span class="p">()</span> |
| <span class="k">if</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">local_state</span><span class="p">,</span> <span class="s1">'gcsio_instance'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</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">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">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">local_state</span><span class="o">.</span><span class="n">gcsio_instance</span> <span class="o">=</span> <span class="nb">super</span><span class="p">(</span><span class="n">GcsIO</span><span class="p">,</span> <span class="bp">cls</span><span class="p">)</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span> |
| <span class="n">local_state</span><span class="o">.</span><span class="n">gcsio_instance</span><span class="o">.</span><span class="n">client</span> <span class="o">=</span> <span class="n">storage_client</span> |
| <span class="k">return</span> <span class="n">local_state</span><span class="o">.</span><span class="n">gcsio_instance</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="c1"># We must do this check on storage_client because the client attribute may</span> |
| <span class="c1"># have already been set in __new__ for the singleton case when</span> |
| <span class="c1"># storage_client is None.</span> |
| <span class="k">if</span> <span class="n">storage_client</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">client</span> <span class="o">=</span> <span class="n">storage_client</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">'r'</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">'application/octet-stream'</span><span class="p">):</span> |
| <span class="sd">"""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://<bucket>/<object>``.</span> |
| <span class="sd"> mode (str): ``'r'`` for reading or ``'w'`` 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"> """</span> |
| <span class="k">if</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">'r'</span> <span class="ow">or</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">'rb'</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">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">'w'</span> <span class="ow">or</span> <span class="n">mode</span> <span class="o">==</span> <span class="s1">'wb'</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">'Invalid file open mode: </span><span class="si">%s</span><span class="s1">.'</span> <span class="o">%</span> <span class="n">mode</span><span class="p">)</span></div> |
| |
| <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">"""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://<bucket>/<name>.</span> |
| <span class="sd"> """</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't exist anymore for idempotency.</span> |
| <span class="k">return</span> |
| <span class="k">raise</span> |
| |
| <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">"""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://<bucket>/<name>,</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"> """</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="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">'Delete'</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'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> |
| |
| <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="sd">"""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://<bucket>/<name>.</span> |
| <span class="sd"> dest: GCS file path pattern in the form gs://<bucket>/<name>.</span> |
| <span class="sd"> """</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">StorageObjectsCopyRequest</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="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">Copy</span><span class="p">(</span><span class="n">request</span><span class="p">)</span> |
| |
| <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="sd">"""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://<bucket>/<name> 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"> 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"> """</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">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="k">for</span> <span class="n">src</span><span class="p">,</span> <span class="n">dest</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">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">StorageObjectsCopyRequest</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">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">'Copy'</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">src</span><span class="p">,</span> <span class="n">dest</span> <span class="o">=</span> <span class="n">src_dest_pairs</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"># 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">'Source file not found: </span><span class="si">%s</span><span class="s1">'</span> <span class="o">%</span> <span class="n">src</span><span class="p">))</span> |
| <span class="n">result_statuses</span><span class="o">.</span><span class="n">append</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">exception</span><span class="p">))</span> |
| <span class="k">return</span> <span class="n">result_statuses</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">"""Renames the given GCS "directory" recursively from src to dest.</span> |
| |
| <span class="sd"> Args:</span> |
| <span class="sd"> src: GCS file path pattern in the form gs://<bucket>/<name>/.</span> |
| <span class="sd"> dest: GCS file path pattern in the form gs://<bucket>/<name>/.</span> |
| <span class="sd"> """</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">'/'</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">'/'</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">"""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://<bucket>/<name>.</span> |
| <span class="sd"> dest: GCS file path pattern in the form gs://<bucket>/<name>.</span> |
| <span class="sd"> """</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> |
| |
| <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">"""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://<bucket>/<name>.</span> |
| <span class="sd"> """</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> |
| |
| <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">"""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://<bucket>/<name>.</span> |
| <span class="sd"> """</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> |
| |
| <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">"""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"> """</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> |
| |
| <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">"""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"> """</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> |
| |
| <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">"""Lists files matching the prefix.</span> |
| |
| <span class="sd"> Args:</span> |
| <span class="sd"> path: GCS file path pattern in the form gs://<bucket>/[name].</span> |
| |
| <span class="sd"> Returns:</span> |
| <span class="sd"> Dictionary of file name -> size.</span> |
| <span class="sd"> """</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">"Starting the size estimation of the input"</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">'gs://</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">'</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">"Finished computing size of: </span><span class="si">%s</span><span class="s2"> files"</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">"Finished listing </span><span class="si">%s</span><span class="s2"> files in </span><span class="si">%s</span><span class="s2"> seconds."</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> |
| |
| |
| <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">'Not found: </span><span class="si">%s</span><span class="s1">'</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">'HTTP error while requesting file </span><span class="si">%s</span><span class="s1">: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_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="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">'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">'</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> |
| </pre></div> |
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