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| <div class="section" id="module-apache_beam.ml.gcp.cloud_dlp"> |
| <span id="apache-beam-ml-gcp-cloud-dlp-module"></span><h1>apache_beam.ml.gcp.cloud_dlp module<a class="headerlink" href="#module-apache_beam.ml.gcp.cloud_dlp" title="Permalink to this headline">¶</a></h1> |
| <p><code class="docutils literal notranslate"><span class="pre">PTransforms</span></code> that implement Google Cloud Data Loss Prevention |
| functionality.</p> |
| <dl class="class"> |
| <dt id="apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails"> |
| <em class="property">class </em><code class="descclassname">apache_beam.ml.gcp.cloud_dlp.</code><code class="descname">MaskDetectedDetails</code><span class="sig-paren">(</span><em>project=None</em>, <em>deidentification_template_name=None</em>, <em>deidentification_config=None</em>, <em>inspection_template_name=None</em>, <em>inspection_config=None</em>, <em>timeout=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/cloud_dlp.html#MaskDetectedDetails"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform" title="apache_beam.transforms.ptransform.PTransform"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.ptransform.PTransform</span></code></a></p> |
| <p>Scrubs sensitive information detected in text. |
| The <code class="docutils literal notranslate"><span class="pre">PTransform</span></code> returns a <code class="docutils literal notranslate"><span class="pre">PCollection</span></code> of <code class="docutils literal notranslate"><span class="pre">str</span></code> |
| Example usage:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span> <span class="o">|</span> <span class="n">MaskDetectedDetails</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'example-gcp-project'</span><span class="p">,</span> |
| <span class="n">deidentification_config</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'info_type_transformations: {</span> |
| <span class="s1">'transformations'</span><span class="p">:</span> <span class="p">[{</span> |
| <span class="s1">'primitive_transformation'</span><span class="p">:</span> <span class="p">{</span> |
| <span class="s1">'character_mask_config'</span><span class="p">:</span> <span class="p">{</span> |
| <span class="s1">'masking_character'</span><span class="p">:</span> <span class="s1">'#'</span> |
| <span class="p">}</span> |
| <span class="p">}</span> |
| <span class="p">}]</span> |
| <span class="p">}</span> |
| <span class="p">},</span> <span class="n">inspection_config</span><span class="o">=</span><span class="p">{</span><span class="s1">'info_types'</span><span class="p">:</span> <span class="p">[{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'EMAIL_ADDRESS'</span><span class="p">}]})</span> |
| </pre></div> |
| </div> |
| <p>Initializes a <a class="reference internal" href="#apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails" title="apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskDetectedDetails</span></code></a> transform.</p> |
| <table class="docutils field-list" frame="void" rules="none"> |
| <col class="field-name" /> |
| <col class="field-body" /> |
| <tbody valign="top"> |
| <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> |
| <li><strong>project</strong> – Optional. GCP project name in which inspection will be performed</li> |
| <li><strong>deidentification_template_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a>) – Either this or |
| <cite>deidentification_config</cite> required. Name of |
| deidentification template to be used on detected sensitive information |
| instances in text.</li> |
| <li><strong>deidentification_config</strong> – (<code class="docutils literal notranslate"><span class="pre">Union[dict,</span> <span class="pre">google.cloud.dlp_v2.types.DeidentifyConfig]</span></code>): |
| Configuration for the de-identification of the content item. |
| If both template name and config are supplied, |
| config is more important.</li> |
| <li><strong>inspection_template_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a>) – This or <cite>inspection_config</cite> required. |
| Name of inspection template to be used |
| to detect sensitive data in text.</li> |
| <li><strong>inspection_config</strong> – (<code class="docutils literal notranslate"><span class="pre">Union[dict,</span> <span class="pre">google.cloud.dlp_v2.types.InspectConfig]</span></code>): |
| Configuration for the inspector used to detect sensitive data in text. |
| If both template name and config are supplied, |
| config takes precedence.</li> |
| <li><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.10)"><em>float</em></a>) – Optional. The amount of time, in seconds, to wait for |
| the request to complete.</li> |
| </ul> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <dl class="method"> |
| <dt id="apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails.expand"> |
| <code class="descname">expand</code><span class="sig-paren">(</span><em>pcoll</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/cloud_dlp.html#MaskDetectedDetails.expand"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails.expand" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="class"> |
| <dt id="apache_beam.ml.gcp.cloud_dlp.InspectForDetails"> |
| <em class="property">class </em><code class="descclassname">apache_beam.ml.gcp.cloud_dlp.</code><code class="descname">InspectForDetails</code><span class="sig-paren">(</span><em>project=None</em>, <em>inspection_template_name=None</em>, <em>inspection_config=None</em>, <em>timeout=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/cloud_dlp.html#InspectForDetails"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.cloud_dlp.InspectForDetails" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform" title="apache_beam.transforms.ptransform.PTransform"><code class="xref py py-class docutils literal notranslate"><span class="pre">apache_beam.transforms.ptransform.PTransform</span></code></a></p> |
| <p>Inspects input text for sensitive information. |
| the <code class="docutils literal notranslate"><span class="pre">PTransform</span></code> returns a <code class="docutils literal notranslate"><span class="pre">PCollection</span></code> of |
| <code class="docutils literal notranslate"><span class="pre">List[google.cloud.dlp_v2.proto.dlp_pb2.Finding]</span></code> |
| Example usage:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span> <span class="o">|</span> <span class="n">InspectForDetails</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'example-gcp-project'</span><span class="p">,</span> |
| <span class="n">inspection_config</span><span class="o">=</span><span class="p">{</span><span class="s1">'info_types'</span><span class="p">:</span> <span class="p">[{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'EMAIL_ADDRESS'</span><span class="p">}]})</span> |
| </pre></div> |
| </div> |
| <p>Initializes a <a class="reference internal" href="#apache_beam.ml.gcp.cloud_dlp.InspectForDetails" title="apache_beam.ml.gcp.cloud_dlp.InspectForDetails"><code class="xref py py-class docutils literal notranslate"><span class="pre">InspectForDetails</span></code></a> transform.</p> |
| <table class="docutils field-list" frame="void" rules="none"> |
| <col class="field-name" /> |
| <col class="field-body" /> |
| <tbody valign="top"> |
| <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> |
| <li><strong>project</strong> – Optional. GCP project name in which inspection will be performed</li> |
| <li><strong>inspection_template_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a>) – This or <cite>inspection_config</cite> required. |
| Name of inspection template to be used |
| to detect sensitive data in text.</li> |
| <li><strong>inspection_config</strong> – (<code class="docutils literal notranslate"><span class="pre">Union[dict,</span> <span class="pre">google.cloud.dlp_v2.types.InspectConfig]</span></code>): |
| Configuration for the inspector used to detect sensitive data in text. |
| If both template name and config are supplied, |
| config takes precedence.</li> |
| <li><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.10)"><em>float</em></a>) – Optional. The amount of time, in seconds, to wait for |
| the request to complete.</li> |
| </ul> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <dl class="method"> |
| <dt id="apache_beam.ml.gcp.cloud_dlp.InspectForDetails.expand"> |
| <code class="descname">expand</code><span class="sig-paren">(</span><em>pcoll</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/cloud_dlp.html#InspectForDetails.expand"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.cloud_dlp.InspectForDetails.expand" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
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