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| <div class="section" id="transfer-data-in-google-cloud-storage"> |
| <h1>Transfer data in Google Cloud Storage<a class="headerlink" href="#transfer-data-in-google-cloud-storage" title="Permalink to this heading">¶</a></h1> |
| <p>The <a class="reference external" href="https://cloud.google.com/storage/">Google Cloud Storage</a> (GCS) is used to store large data from various applications. |
| Note that files are called objects in GCS terminology, so the use of the term “object” and “file” in this guide is |
| interchangeable. There are several operators for whose purpose is to copy data as part of the Google Cloud Service. |
| This page shows how to use these operators.</p> |
| <div class="section" id="overview"> |
| <h2>Overview<a class="headerlink" href="#overview" title="Permalink to this heading">¶</a></h2> |
| <div class="section" id="cloud-storage-transfer-service"> |
| <h3>Cloud Storage Transfer Service<a class="headerlink" href="#cloud-storage-transfer-service" title="Permalink to this heading">¶</a></h3> |
| <p>There are many operators that manage the Google Cloud Data Transfer service. If you want to create a new data transfer |
| task, use the operator |
| <a class="reference internal" href="../../_api/airflow/providers/google/cloud/operators/cloud_storage_transfer_service/index.html#airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceCreateJobOperator" title="airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceCreateJobOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDataTransferServiceCreateJobOperator</span></code></a> |
| You can also use the previous operator for this service - |
| <a class="reference internal" href="../../_api/airflow/providers/google/cloud/operators/cloud_storage_transfer_service/index.html#airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceGCSToGCSOperator" title="airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceGCSToGCSOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDataTransferServiceGCSToGCSOperator</span></code></a></p> |
| <p>These operators do not control the copying process locally, but uses Google resources, which allows them to |
| perform this task faster and more economically. The economic effects are especially prominent when |
| Airflow is not hosted in Google Cloud, because these operators reduce egress traffic.</p> |
| <p>These operators modify source objects if the option that specifies whether objects should be deleted |
| from the source after they are transferred to the sink is enabled.</p> |
| <p>When you use the Google Cloud Data Transfer service, you can specify whether overwriting objects that already exist in |
| the sink is allowed, whether objects that exist only in the sink should be deleted, or whether objects should be deleted |
| from the source after they are transferred to the sink.</p> |
| <p>Source objects can be specified using include and exclusion prefixes, as well as based on the file |
| modification date.</p> |
| <p>If you need information on how to use it, look at the guide: <a class="reference internal" href="../cloud/cloud_storage_transfer_service.html"><span class="doc">Google Cloud Transfer Service Operators</span></a></p> |
| </div> |
| <div class="section" id="local-transfer"> |
| <h3>Local transfer<a class="headerlink" href="#local-transfer" title="Permalink to this heading">¶</a></h3> |
| <p>There are two operators that are used to copy data, where the entire process is controlled locally.</p> |
| <p>In the next section they will be described.</p> |
| </div> |
| </div> |
| <div class="section" id="prerequisite-tasks"> |
| <h2>Prerequisite Tasks<a class="headerlink" href="#prerequisite-tasks" title="Permalink to this heading">¶</a></h2> |
| </div> |
| <div class="section" id="operators"> |
| <h2>Operators<a class="headerlink" href="#operators" title="Permalink to this heading">¶</a></h2> |
| <div class="section" id="gcstogcsoperator"> |
| <span id="howto-operator-gcstogcsoperator"></span><h3>GCSToGCSOperator<a class="headerlink" href="#gcstogcsoperator" title="Permalink to this heading">¶</a></h3> |
| <p><a class="reference internal" href="../../_api/airflow/providers/google/cloud/transfers/gcs_to_gcs/index.html#airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator" title="airflow.providers.google.cloud.transfers.gcs_to_gcs.GCSToGCSOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">GCSToGCSOperator</span></code></a> allows you to copy |
| one or more files within GCS. The files may be copied between two different buckets or within one bucket. |
| The copying always takes place without taking into account the initial state of the destination bucket.</p> |
| <p>This operator only deletes objects in the source bucket if the file move option is active. When copying files |
| between two different buckets, this operator never deletes data in the destination bucket.</p> |
| <p>When you use this operator, you can specify whether objects should be deleted from the source after |
| they are transferred to the sink. Source objects can be specified using a single wildcard, as |
| well as based on the file modification date.</p> |
| <p>The way this operator works by default can be compared to the <code class="docutils literal notranslate"><span class="pre">cp</span></code> command. When the file move option is active, this |
| operator functions like the <code class="docutils literal notranslate"><span class="pre">mv</span></code> command.</p> |
| <p>Below are examples of using the GCSToGCSOperator to copy a single file, to copy multiple files with a wild card, |
| to copy multiple files, to move a single file, and to move multiple files.</p> |
| </div> |
| </div> |
| <div class="section" id="copy-single-file"> |
| <h2>Copy single file<a class="headerlink" href="#copy-single-file" title="Permalink to this heading">¶</a></h2> |
| <p>The following example would copy a single file, <code class="docutils literal notranslate"><span class="pre">OBJECT_1</span></code> from the <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code> GCS bucket to the <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> bucket.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">copy_single_file</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"copy_single_gcs_file"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="n">OBJECT_1</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> <span class="c1"># If not supplied the source_bucket value will be used</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup_"</span> <span class="o">+</span> <span class="n">OBJECT_1</span><span class="p">,</span> <span class="c1"># If not supplied the source_object value will be used</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="copy-multiple-files"> |
| <h2>Copy multiple files<a class="headerlink" href="#copy-multiple-files" title="Permalink to this heading">¶</a></h2> |
| <p>There are several ways to copy multiple files, various examples of which are presented following.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">copy_files_with_wildcard</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"copy_files_with_wildcard"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="s2">"data/*.txt"</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup/"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>The <code class="docutils literal notranslate"><span class="pre">source_object</span></code> value may contain one wild card, denoted as “*”. All files matching the wild card expression will |
| be copied. In this example, all root level files ending with <code class="docutils literal notranslate"><span class="pre">.txt</span></code> in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code> will be copied to the <code class="docutils literal notranslate"><span class="pre">data</span></code> |
| folder in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>, with file names unchanged.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">copy_files_with_delimiter</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"copy_files_with_delimiter"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="s2">"data/"</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup/"</span><span class="p">,</span> |
| <span class="n">delimiter</span><span class="o">=</span><span class="s1">'.txt'</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>For source_objects with no wildcard, all files in source_objects would be listed, using provided delimiter if any. |
| Then copy files from source_objects to destination_object and rename each source file.</p> |
| <p>The following example would copy all the files in <code class="docutils literal notranslate"><span class="pre">subdir/</span></code> folder (i.e subdir/a.csv, subdir/b.csv, subdir/c.csv) from |
| the <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code> GCS bucket to the <code class="docutils literal notranslate"><span class="pre">backup/</span></code> folder in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> bucket. (i.e backup/a.csv, backup/b.csv, backup/c.csv)</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">copy_files_without_wildcard</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"copy_files_without_wildcard"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="s2">"subdir/"</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup/"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>The delimiter filed may be specified to select any source files starting with <code class="docutils literal notranslate"><span class="pre">source_object</span></code> and ending with the |
| value supplied to <code class="docutils literal notranslate"><span class="pre">delimiter</span></code>. This example uses the <code class="docutils literal notranslate"><span class="pre">delimiter</span></code> value to implement the same functionality as the |
| prior example.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">copy_files_with_list</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"copy_files_with_list"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_objects</span><span class="o">=</span><span class="p">[</span><span class="n">OBJECT_1</span><span class="p">,</span> <span class="n">OBJECT_2</span><span class="p">],</span> <span class="c1"># Instead of files each element could be a wildcard expression</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup/"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Lastly, files may be copied by omitting the <code class="docutils literal notranslate"><span class="pre">source_object</span></code> argument and instead supplying a list to <code class="docutils literal notranslate"><span class="pre">source_objects</span></code> |
| argument. In this example, <code class="docutils literal notranslate"><span class="pre">OBJECT_1</span></code> and <code class="docutils literal notranslate"><span class="pre">OBJECT_2</span></code> will be copied from <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code> to <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>. Instead |
| of specific file names, the list can contain one or more wild card expressions, each with no more than one wild card. |
| Supplying a list of size 1 functions the same as supplying a value to the <code class="docutils literal notranslate"><span class="pre">source_object</span></code> argument.</p> |
| </div> |
| <div class="section" id="move-single-file"> |
| <h2>Move single file<a class="headerlink" href="#move-single-file" title="Permalink to this heading">¶</a></h2> |
| <p>Supplying <code class="docutils literal notranslate"><span class="pre">True</span></code> to the <code class="docutils literal notranslate"><span class="pre">move</span></code> argument causes the operator to delete <code class="docutils literal notranslate"><span class="pre">source_object</span></code> once the copy is complete.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">move_single_file</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"move_single_file"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="n">OBJECT_1</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup_"</span> <span class="o">+</span> <span class="n">OBJECT_1</span><span class="p">,</span> |
| <span class="n">move_object</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="move-multiple-files"> |
| <h2>Move multiple files<a class="headerlink" href="#move-multiple-files" title="Permalink to this heading">¶</a></h2> |
| <p>Multiple files may be moved by supplying <code class="docutils literal notranslate"><span class="pre">True</span></code> to the <code class="docutils literal notranslate"><span class="pre">move</span></code> argument. The same rules concerning wild cards and |
| the <code class="docutils literal notranslate"><span class="pre">delimiter</span></code> argument apply to moves as well as copies.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">move_files_with_list</span> <span class="o">=</span> <span class="n">GCSToGCSOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"move_files_with_list"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_objects</span><span class="o">=</span><span class="p">[</span><span class="n">OBJECT_1</span><span class="p">,</span> <span class="n">OBJECT_2</span><span class="p">],</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"backup/"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="gcssynchronizebuckets"> |
| <span id="howto-operator-gcssynchronizebuckets"></span><h3>GCSSynchronizeBuckets<a class="headerlink" href="#gcssynchronizebuckets" title="Permalink to this heading">¶</a></h3> |
| <p>The <code class="xref py py-class docutils literal notranslate"><span class="pre">GCSSynchronizeBuckets</span></code> |
| operator checks the initial state of the destination bucket, and then compares it with the source bucket. |
| Based on this, it creates an operation plan that describes which objects should be deleted from |
| the destination bucket, which should be overwritten, and which should be copied.</p> |
| <p>This operator never modifies data in the source bucket.</p> |
| <p>When you use this operator, you can specify whether |
| overwriting objects that already exist in the sink is allowed, whether |
| objects that exist only in the sink should be deleted, whether subdirectories are to be processed or |
| which subdirectory is to be processed.</p> |
| <p>The way this operator works can be compared to the <code class="docutils literal notranslate"><span class="pre">rsync</span></code> command.</p> |
| </div> |
| </div> |
| <div class="section" id="basic-synchronization"> |
| <h2>Basic Synchronization<a class="headerlink" href="#basic-synchronization" title="Permalink to this heading">¶</a></h2> |
| <p>The following example will ensure all files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>, including any in subdirectories, are also in |
| <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>. It will not overwrite identically named files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> if they already exist. It will not |
| delete any files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> not in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sync_bucket</span> <span class="o">=</span> <span class="n">GCSSynchronizeBucketsOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"sync_bucket"</span><span class="p">,</span> <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="full-bucket-synchronization"> |
| <h2>Full Bucket Synchronization<a class="headerlink" href="#full-bucket-synchronization" title="Permalink to this heading">¶</a></h2> |
| <p>This example will ensure all files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>, including any in subdirectories, are also in |
| <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>. It will overwrite identically named files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> if they already exist. It will |
| delete any files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> not in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sync_full_bucket</span> <span class="o">=</span> <span class="n">GCSSynchronizeBucketsOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"sync_full_bucket"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">delete_extra_files</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="n">allow_overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="synchronize-to-a-subdirectory"> |
| <h2>Synchronize to a Subdirectory<a class="headerlink" href="#synchronize-to-a-subdirectory" title="Permalink to this heading">¶</a></h2> |
| <p>The following example will ensure all files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>, including any in subdirectories, are also in the |
| <code class="docutils literal notranslate"><span class="pre">subdir</span></code> folder in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>. It will not overwrite identically named files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST/subdir</span></code> if they |
| already exist and it will not delete any files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST/subdir</span></code> not in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC</span></code>.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sync_to_subdirectory</span> <span class="o">=</span> <span class="n">GCSSynchronizeBucketsOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"sync_to_subdirectory"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="n">destination_object</span><span class="o">=</span><span class="s2">"subdir/"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="synchronize-from-a-subdirectory"> |
| <h2>Synchronize from a Subdirectory<a class="headerlink" href="#synchronize-from-a-subdirectory" title="Permalink to this heading">¶</a></h2> |
| <p>This example will ensure all files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC/subdir</span></code>, including any in subdirectories, are also in the |
| in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code>. It will not overwrite identically named files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> if they |
| already exist and it will not delete any files in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_DST</span></code> not in <code class="docutils literal notranslate"><span class="pre">BUCKET_1_SRC/subdir</span></code>.</p> |
| <div class="example-block-wrapper compound"> |
| <p class="example-header example-header--with-button compound-first"><span class="example-title">tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/tests/system/providers/google/cloud/gcs/example_gcs_to_gcs.html"><span class="viewcode-link">[source]</span></a></p> |
| <div class="compound-last highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">sync_from_subdirectory</span> <span class="o">=</span> <span class="n">GCSSynchronizeBucketsOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"sync_from_subdirectory"</span><span class="p">,</span> |
| <span class="n">source_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_SRC</span><span class="p">,</span> |
| <span class="n">source_object</span><span class="o">=</span><span class="s2">"subdir/"</span><span class="p">,</span> |
| <span class="n">destination_bucket</span><span class="o">=</span><span class="n">BUCKET_NAME_DST</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="reference"> |
| <h2>Reference<a class="headerlink" href="#reference" title="Permalink to this heading">¶</a></h2> |
| <p>For further information, look at:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://cloud.google.com/storage/">Google Cloud Storage Documentation</a></p></li> |
| <li><p><a class="reference external" href="https://cloud.google.com/storage/docs/gsutil/commands/rsync">Google Cloud Storage Utilities rsync command</a></p></li> |
| </ul> |
| </div> |
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