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| <div class="section" id="google-cloud-data-loss-prevention-operator"> |
| <h1>Google Cloud Data Loss Prevention Operator<a class="headerlink" href="#google-cloud-data-loss-prevention-operator" title="Permalink to this headline">¶</a></h1> |
| <p><a class="reference external" href="https://cloud.google.com/dlp">Google Cloud DLP</a>, provides tools to classify, mask, tokenize, and transform sensitive |
| elements to help you better manage the data that you collect, store, or use for business or analytics.</p> |
| <div class="contents local topic" id="contents"> |
| <ul class="simple"> |
| <li><p><a class="reference internal" href="#prerequisite-tasks" id="id1">Prerequisite Tasks</a></p></li> |
| <li><p><a class="reference internal" href="#info-types" id="id2">Info-Types</a></p></li> |
| <li><p><a class="reference internal" href="#templates" id="id3">Templates</a></p></li> |
| <li><p><a class="reference internal" href="#jobs-job-triggers" id="id4">Jobs & Job Triggers</a></p></li> |
| <li><p><a class="reference internal" href="#content-method" id="id5">Content Method</a></p></li> |
| <li><p><a class="reference internal" href="#reference" id="id6">Reference</a></p></li> |
| </ul> |
| </div> |
| <div class="section" id="prerequisite-tasks"> |
| <h2><a class="toc-backref" href="#id1">Prerequisite Tasks</a><a class="headerlink" href="#prerequisite-tasks" title="Permalink to this headline">¶</a></h2> |
| </div> |
| <div class="section" id="info-types"> |
| <h2><a class="toc-backref" href="#id2">Info-Types</a><a class="headerlink" href="#info-types" title="Permalink to this headline">¶</a></h2> |
| <p>Google Cloud DLP uses info-types to define what scans for.</p> |
| <div class="section" id="create-stored-info-type"> |
| <span id="howto-operator-clouddlpcreatestoredinfotypeoperator"></span><h3>Create Stored Info-Type<a class="headerlink" href="#create-stored-info-type" title="Permalink to this headline">¶</a></h3> |
| <p>To create a custom info-type you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCreateStoredInfoTypeOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">create_info_type</span> <span class="o">=</span> <span class="n">CloudDLPCreateStoredInfoTypeOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">config</span><span class="o">=</span><span class="n">CUSTOM_INFO_TYPES</span><span class="p">,</span> |
| <span class="n">stored_info_type_id</span><span class="o">=</span><span class="n">CUSTOM_INFO_TYPE_ID</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"create_info_type"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="retrieve-stored-info-type"> |
| <span id="howto-operator-clouddlpliststoredinfotypesoperator"></span><span id="howto-operator-clouddlplistinfotypesoperator"></span><span id="howto-operator-clouddlpgetstoredinfotypeoperator"></span><h3>Retrieve Stored Info-Type<a class="headerlink" href="#retrieve-stored-info-type" title="Permalink to this headline">¶</a></h3> |
| <p>To retrieve the lists of sensitive info-types supported by DLP-API for reference, you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListInfoTypesOperator</span></code>.</p> |
| <p>Similarly to retrieve the list custom info-types, you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListStoredInfoTypesOperator</span></code>.</p> |
| <p>To retrieve a single info-type |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPGetStoredInfoTypeOperator</span></code></p> |
| </div> |
| <div class="section" id="update-stored-info-type"> |
| <span id="howto-operator-clouddlpupdatestoredinfotypeoperator"></span><h3>Update Stored Info-Type<a class="headerlink" href="#update-stored-info-type" title="Permalink to this headline">¶</a></h3> |
| <p>To update a info-type you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPUpdateStoredInfoTypeOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">update_info_type</span> <span class="o">=</span> <span class="n">CloudDLPUpdateStoredInfoTypeOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">stored_info_type_id</span><span class="o">=</span><span class="n">CUSTOM_INFO_TYPE_ID</span><span class="p">,</span> |
| <span class="n">config</span><span class="o">=</span><span class="n">UPDATE_CUSTOM_INFO_TYPE</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"update_info_type"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="deleting-stored-info-type"> |
| <span id="howto-operator-clouddlpdeletestoredinfotypeoperator"></span><h3>Deleting Stored Info-Type<a class="headerlink" href="#deleting-stored-info-type" title="Permalink to this headline">¶</a></h3> |
| <p>To delete a info-type you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeleteStoredInfoTypeOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">delete_info_type</span> <span class="o">=</span> <span class="n">CloudDLPDeleteStoredInfoTypeOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">stored_info_type_id</span><span class="o">=</span><span class="n">CUSTOM_INFO_TYPE_ID</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"delete_info_type"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="templates"> |
| <h2><a class="toc-backref" href="#id3">Templates</a><a class="headerlink" href="#templates" title="Permalink to this headline">¶</a></h2> |
| <p>Templates can be used to create and persist |
| configuration information to use with the Cloud Data Loss Prevention. |
| There are two types of DLP templates supported by Airflow:</p> |
| <ul class="simple"> |
| <li><p>Inspection Template</p></li> |
| <li><p>De-Identification Template</p></li> |
| </ul> |
| <p>Here we will be using identification template for our example</p> |
| <div class="section" id="creating-template"> |
| <span id="howto-operator-clouddlpcreateinspecttemplateoperator"></span><h3>Creating Template<a class="headerlink" href="#creating-template" title="Permalink to this headline">¶</a></h3> |
| <p>To create a inspection template you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCreateInspectTemplateOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">create_template</span> <span class="o">=</span> <span class="n">CloudDLPCreateInspectTemplateOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">inspect_template</span><span class="o">=</span><span class="n">INSPECT_TEMPLATE</span><span class="p">,</span> |
| <span class="n">template_id</span><span class="o">=</span><span class="n">TEMPLATE_ID</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"create_template"</span><span class="p">,</span> |
| <span class="n">do_xcom_push</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="retrieving-template"> |
| <span id="howto-operator-clouddlplistinspecttemplatesoperator"></span><span id="howto-operator-clouddlpgetinspecttemplateoperator"></span><h3>Retrieving Template<a class="headerlink" href="#retrieving-template" title="Permalink to this headline">¶</a></h3> |
| <p>If you already have an existing inspect template you can retrieve it by use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPGetInspectTemplateOperator</span></code> |
| List of existing inspect templates can be retrieved by |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListInspectTemplatesOperator</span></code></p> |
| </div> |
| <div class="section" id="using-template"> |
| <span id="howto-operator-clouddlpinspectcontentoperator"></span><h3>Using Template<a class="headerlink" href="#using-template" title="Permalink to this headline">¶</a></h3> |
| <p>To find potentially sensitive info using the inspection template we just created, we can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPInspectContentOperator</span></code></p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">inspect_content</span> <span class="o">=</span> <span class="n">CloudDLPInspectContentOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"inspect_content"</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">item</span><span class="o">=</span><span class="n">ITEM</span><span class="p">,</span> |
| <span class="n">inspect_template_name</span><span class="o">=</span><span class="s2">"{{ task_instance.xcom_pull('create_template', key='return_value')['name'] }}"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="updating-template"> |
| <span id="howto-operator-clouddlpupdateinspecttemplateoperator"></span><h3>Updating Template<a class="headerlink" href="#updating-template" title="Permalink to this headline">¶</a></h3> |
| <p>To update the template you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPUpdateInspectTemplateOperator</span></code>.</p> |
| </div> |
| <div class="section" id="deleting-template"> |
| <span id="howto-operator-clouddlpdeleteinspecttemplateoperator"></span><h3>Deleting Template<a class="headerlink" href="#deleting-template" title="Permalink to this headline">¶</a></h3> |
| <p>To delete the template you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeleteInspectTemplateOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">delete_template</span> <span class="o">=</span> <span class="n">CloudDLPDeleteInspectTemplateOperator</span><span class="p">(</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"delete_template"</span><span class="p">,</span> |
| <span class="n">template_id</span><span class="o">=</span><span class="n">TEMPLATE_ID</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="de-identification-template"> |
| <span id="howto-operator-clouddlplistdeidentifytemplatesoperator"></span><span id="howto-operator-clouddlpgetdeidentifytemplateoperator"></span><span id="howto-operator-clouddlpupdatedeidentifytemplateoperator"></span><span id="howto-operator-clouddlpdeletedeidentifytemplateoperator"></span><span id="howto-operator-clouddlpcreatedeidentifytemplateoperator"></span><h3>De-Identification Template<a class="headerlink" href="#de-identification-template" title="Permalink to this headline">¶</a></h3> |
| <p>Like Inspect templates, De-Identification templates also have CRUD operators</p> |
| <ul class="simple"> |
| <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCreateDeidentifyTemplateOperator</span></code></p></li> |
| <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeleteDeidentifyTemplateOperator</span></code></p></li> |
| <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPUpdateDeidentifyTemplateOperator</span></code></p></li> |
| <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPGetDeidentifyTemplateOperator</span></code></p></li> |
| <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListDeidentifyTemplatesOperator</span></code></p></li> |
| </ul> |
| </div> |
| </div> |
| <div class="section" id="jobs-job-triggers"> |
| <h2><a class="toc-backref" href="#id4">Jobs & Job Triggers</a><a class="headerlink" href="#jobs-job-triggers" title="Permalink to this headline">¶</a></h2> |
| <p>Cloud Data Loss Protection uses a job to run actions to scan content for sensitive data or |
| calculate the risk of re-identification. You can schedule these jobs using job triggers.</p> |
| <div class="section" id="creating-job"> |
| <span id="howto-operator-clouddlpcreatedlpjoboperator"></span><h3>Creating Job<a class="headerlink" href="#creating-job" title="Permalink to this headline">¶</a></h3> |
| <p>To create a job you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCreateDLPJobOperator</span></code>.</p> |
| </div> |
| <div class="section" id="retrieving-job"> |
| <span id="howto-operator-clouddlpgetdlpjoboperator"></span><span id="howto-operator-clouddlplistdlpjobsoperator"></span><h3>Retrieving Job<a class="headerlink" href="#retrieving-job" title="Permalink to this headline">¶</a></h3> |
| <p>To retrieve the list of jobs you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListDLPJobsOperator</span></code>. |
| To retrieve a single job |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPGetDLPJobOperator</span></code>.</p> |
| </div> |
| <div class="section" id="deleting-job"> |
| <span id="howto-operator-clouddlpdeletedlpjoboperator"></span><h3>Deleting Job<a class="headerlink" href="#deleting-job" title="Permalink to this headline">¶</a></h3> |
| <p>To delete a job you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeleteDLPJobOperator</span></code>.</p> |
| </div> |
| <div class="section" id="canceling-a-job"> |
| <span id="howto-operator-clouddlpcanceldlpjoboperator"></span><h3>Canceling a Job<a class="headerlink" href="#canceling-a-job" title="Permalink to this headline">¶</a></h3> |
| <p>To start asynchronous cancellation of a long-running DLP job you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCancelDLPJobOperator</span></code>.</p> |
| </div> |
| <div class="section" id="creating-job-trigger"> |
| <span id="howto-operator-clouddlpcreatejobtriggeroperator"></span><h3>Creating Job Trigger<a class="headerlink" href="#creating-job-trigger" title="Permalink to this headline">¶</a></h3> |
| <p>To create a job trigger you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPCreateJobTriggerOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">create_trigger</span> <span class="o">=</span> <span class="n">CloudDLPCreateJobTriggerOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">job_trigger</span><span class="o">=</span><span class="n">JOB_TRIGGER</span><span class="p">,</span> |
| <span class="n">trigger_id</span><span class="o">=</span><span class="n">TRIGGER_ID</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"create_trigger"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="retrieving-job-trigger"> |
| <span id="howto-operator-clouddlpgetdlpjobtriggeroperator"></span><span id="howto-operator-clouddlplistjobtriggersoperator"></span><h3>Retrieving Job Trigger<a class="headerlink" href="#retrieving-job-trigger" title="Permalink to this headline">¶</a></h3> |
| <p>To retrieve list of job triggers you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPListJobTriggersOperator</span></code>. |
| To retrieve a single job trigger you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPGetDLPJobTriggerOperator</span></code>.</p> |
| </div> |
| <div class="section" id="updating-job-trigger"> |
| <span id="howto-operator-clouddlpupdatejobtriggeroperator"></span><h3>Updating Job Trigger<a class="headerlink" href="#updating-job-trigger" title="Permalink to this headline">¶</a></h3> |
| <p>To update a job trigger you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPUpdateJobTriggerOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">update_trigger</span> <span class="o">=</span> <span class="n">CloudDLPUpdateJobTriggerOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> |
| <span class="n">job_trigger_id</span><span class="o">=</span><span class="n">TRIGGER_ID</span><span class="p">,</span> |
| <span class="n">job_trigger</span><span class="o">=</span><span class="n">JOB_TRIGGER</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"update_info_type"</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="deleting-job-trigger"> |
| <span id="howto-operator-clouddlpdupdatejobtriggeroperator"></span><h3>Deleting Job Trigger<a class="headerlink" href="#deleting-job-trigger" title="Permalink to this headline">¶</a></h3> |
| <p>To delete a job trigger you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeleteJobTriggerOperator</span></code>.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/google/cloud/example_dags/example_dlp.py</span><a class="example-header-button viewcode-button reference internal" href="../../_modules/airflow/providers/google/cloud/example_dags/example_dlp.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">delete_trigger</span> <span class="o">=</span> <span class="n">CloudDLPDeleteJobTriggerOperator</span><span class="p">(</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="n">GCP_PROJECT</span><span class="p">,</span> <span class="n">job_trigger_id</span><span class="o">=</span><span class="n">TRIGGER_ID</span><span class="p">,</span> <span class="n">task_id</span><span class="o">=</span><span class="s2">"delete_info_type"</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="content-method"> |
| <span id="howto-operator-clouddlpdeletejobtriggeroperator"></span><h2><a class="toc-backref" href="#id5">Content Method</a><a class="headerlink" href="#content-method" title="Permalink to this headline">¶</a></h2> |
| <p>Unlike storage methods (Jobs) content method are synchronous, stateless methods.</p> |
| <div class="section" id="de-identify-content"> |
| <span id="howto-operator-clouddlpdeidentifycontentoperator"></span><h3>De-identify Content<a class="headerlink" href="#de-identify-content" title="Permalink to this headline">¶</a></h3> |
| <p>To de-identify potentially sensitive info from a content item, you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPDeidentifyContentOperator</span></code>.</p> |
| </div> |
| <div class="section" id="re-identify-content"> |
| <span id="howto-operator-clouddlpreidentifycontentoperator"></span><h3>Re-identify Content<a class="headerlink" href="#re-identify-content" title="Permalink to this headline">¶</a></h3> |
| <p>To re-identify the content that has been de-identified you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPReidentifyContentOperator</span></code>.</p> |
| </div> |
| <div class="section" id="redact-image"> |
| <span id="howto-operator-clouddlpreidentifyoperator"></span><h3>Redact Image<a class="headerlink" href="#redact-image" title="Permalink to this headline">¶</a></h3> |
| <p>To redact potentially sensitive information from the content image you can use |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">CloudDLPRedactImageOperator</span></code>.</p> |
| </div> |
| </div> |
| <div class="section" id="reference"> |
| <span id="howto-operator-clouddlpredactimageoperator"></span><h2><a class="toc-backref" href="#id6">Reference</a><a class="headerlink" href="#reference" title="Permalink to this headline">¶</a></h2> |
| <p>For further information, look at:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://googleapis.dev/python/dlp/latest/index.html">Client Library Documentation</a></p></li> |
| <li><p><a class="reference external" href="https://cloud.google.com/dlp/docs">Product Documentation</a></p></li> |
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