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| <div class="section" id="module-apache_beam.ml.gcp.naturallanguageml"> |
| <span id="apache-beam-ml-gcp-naturallanguageml-module"></span><h1>apache_beam.ml.gcp.naturallanguageml module<a class="headerlink" href="#module-apache_beam.ml.gcp.naturallanguageml" title="Permalink to this headline">¶</a></h1> |
| <dl class="class"> |
| <dt id="apache_beam.ml.gcp.naturallanguageml.Document"> |
| <em class="property">class </em><code class="descclassname">apache_beam.ml.gcp.naturallanguageml.</code><code class="descname">Document</code><span class="sig-paren">(</span><em>content</em>, <em>type='PLAIN_TEXT'</em>, <em>language_hint=None</em>, <em>encoding='UTF8'</em>, <em>from_gcs=False</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/naturallanguageml.html#Document"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.naturallanguageml.Document" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.10)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p> |
| <p>Represents the input to <a class="reference internal" href="#apache_beam.ml.gcp.naturallanguageml.AnnotateText" title="apache_beam.ml.gcp.naturallanguageml.AnnotateText"><code class="xref py py-class docutils literal notranslate"><span class="pre">AnnotateText</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>content</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a>) – The content of the input or the Google Cloud Storage URI |
| where the file is stored.</li> |
| <li><strong>type</strong> (<cite>Union[str, google.cloud.language.enums.Document.Type]</cite>) – Text type. |
| Possible values are <cite>HTML</cite>, <cite>PLAIN_TEXT</cite>. The default value is |
| <cite>PLAIN_TEXT</cite>.</li> |
| <li><strong>language_hint</strong> (<cite>Optional[str]</cite>) – The language of the text. If not specified, |
| language will be automatically detected. Values should conform to |
| ISO-639-1 standard.</li> |
| <li><strong>encoding</strong> (<cite>Optional[str]</cite>) – Text encoding. Possible values are: <cite>NONE</cite>, |
| <cite>UTF8</cite>, <cite>UTF16</cite>, <cite>UTF32</cite>. The default value is <cite>UTF8</cite>.</li> |
| <li><strong>from_gcs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.10)"><em>bool</em></a>) – Whether the content should be interpret as a Google Cloud |
| Storage URI. The default value is <a class="reference external" href="https://docs.python.org/3/library/constants.html#False" title="(in Python v3.10)"><code class="xref py py-data docutils literal notranslate"><span class="pre">False</span></code></a>.</li> |
| </ul> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <dl class="staticmethod"> |
| <dt id="apache_beam.ml.gcp.naturallanguageml.Document.to_dict"> |
| <em class="property">static </em><code class="descname">to_dict</code><span class="sig-paren">(</span><em>document</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/naturallanguageml.html#Document.to_dict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.naturallanguageml.Document.to_dict" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="function"> |
| <dt id="apache_beam.ml.gcp.naturallanguageml.AnnotateText"> |
| <code class="descclassname">apache_beam.ml.gcp.naturallanguageml.</code><code class="descname">AnnotateText</code><span class="sig-paren">(</span><em>pcoll</em>, <em>features</em>, <em>timeout=None</em>, <em>metadata=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/ml/gcp/naturallanguageml.html#AnnotateText"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#apache_beam.ml.gcp.naturallanguageml.AnnotateText" title="Permalink to this definition">¶</a></dt> |
| <dd><p>A <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">PTransform</span></code></a> |
| for annotating text using the Google Cloud Natural Language API: |
| <a class="reference external" href="https://cloud.google.com/natural-language/docs">https://cloud.google.com/natural-language/docs</a>.</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>pcoll</strong> (<a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection" title="apache_beam.pvalue.PCollection"><code class="xref py py-class docutils literal notranslate"><span class="pre">PCollection</span></code></a>) – An input PCollection of |
| <a class="reference internal" href="#apache_beam.ml.gcp.naturallanguageml.Document" title="apache_beam.ml.gcp.naturallanguageml.Document"><code class="xref py py-class docutils literal notranslate"><span class="pre">Document</span></code></a> objects.</li> |
| <li><strong>features</strong> (<cite>Union[Mapping[str, bool], types.AnnotateTextRequest.Features]</cite>) – <p>A dictionary of natural language operations to be performed on given |
| text in the following format:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="s1">'extact_syntax'</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="s1">'extract_entities'</span><span class="o">=</span><span class="kc">True</span><span class="p">}</span> |
| </pre></div> |
| </div> |
| </li> |
| <li><strong>timeout</strong> (<cite>Optional[float]</cite>) – The amount of time, in seconds, to wait |
| for the request to complete. The timeout applies to each individual |
| retry attempt.</li> |
| <li><strong>metadata</strong> (<cite>Optional[Sequence[Tuple[str, str]]]</cite>) – Additional metadata |
| that is provided to the method.</li> |
| </ul> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </dd></dl> |
| |
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