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  <div class="section" id="module-airflow.contrib.operators.gcp_natural_language_operator">
<span id="airflow-contrib-operators-gcp-natural-language-operator"></span><h1><a class="reference internal" href="#module-airflow.contrib.operators.gcp_natural_language_operator" title="airflow.contrib.operators.gcp_natural_language_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.gcp_natural_language_operator</span></code></a><a class="headerlink" href="#module-airflow.contrib.operators.gcp_natural_language_operator" title="Permalink to this headline">¶</a></h1>
<div class="section" id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.gcp_natural_language_operator.</code><code class="sig-name descname">CloudLanguageAnalyzeEntitiesOperator</code><span class="sig-paren">(</span><em class="sig-param">document</em>, <em class="sig-param">encoding_type=None</em>, <em class="sig-param">retry=None</em>, <em class="sig-param">timeout=None</em>, <em class="sig-param">metadata=None</em>, <em class="sig-param">gcp_conn_id='google_cloud_default'</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitiesOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Finds named entities in the text along with entity types,
salience, mentions for each entity, and other properties.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../howto/operator/gcp/natural_language.html#howto-operator-cloudlanguageanalyzeentitiesoperator"><span class="std std-ref">Analyzing Entities</span></a></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>document</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a><em> or </em><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.Document" title="(in google-cloud-language v0.1)"><em>google.cloud.language_v1.types.Document</em></a>) – Input document.
If a dict is provided, it must be of the same form as the protobuf message Document</p></li>
<li><p><strong>encoding_type</strong> (<em>google.cloud.language_v1.types.EncodingType</em>) – The encoding type used by the API to calculate offsets.</p></li>
<li><p><strong>retry</strong> – A retry object used to retry requests. If None is specified, requests will not be
retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.8)"><em>float</em></a>) – The amount of time, in seconds, to wait for the request to complete. Note that if
retry is specified, the timeout applies to each individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>seq</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.8)"><em>tuple</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) – Additional metadata that is provided to the method.</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The connection ID to use connecting to Google Cloud Platform.</p></li>
</ul>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['document', 'gcp_conn_id']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitiesOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitiesOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitiesOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

<dl class="class">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.gcp_natural_language_operator.</code><code class="sig-name descname">CloudLanguageAnalyzeEntitySentimentOperator</code><span class="sig-paren">(</span><em class="sig-param">document</em>, <em class="sig-param">encoding_type=None</em>, <em class="sig-param">retry=None</em>, <em class="sig-param">timeout=None</em>, <em class="sig-param">metadata=None</em>, <em class="sig-param">gcp_conn_id='google_cloud_default'</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitySentimentOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Finds entities, similar to AnalyzeEntities in the text and analyzes sentiment associated with each
entity and its mentions.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../howto/operator/gcp/natural_language.html#howto-operator-cloudlanguageanalyzeentitysentimentoperator"><span class="std std-ref">Analyzing Entity Sentiment</span></a></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>document</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a><em> or </em><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.Document" title="(in google-cloud-language v0.1)"><em>google.cloud.language_v1.types.Document</em></a>) – Input document.
If a dict is provided, it must be of the same form as the protobuf message Document</p></li>
<li><p><strong>encoding_type</strong> (<em>google.cloud.language_v1.types.EncodingType</em>) – The encoding type used by the API to calculate offsets.</p></li>
<li><p><strong>retry</strong> – A retry object used to retry requests. If None is specified, requests will not be
retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.8)"><em>float</em></a>) – The amount of time, in seconds, to wait for the request to complete. Note that if
retry is specified, the timeout applies to each individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>seq</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.8)"><em>tuple</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) – Additional metadata that is provided to the method.</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The connection ID to use connecting to Google Cloud Platform.</p></li>
</ul>
</dd>
<dt class="field-even">Return type</dt>
<dd class="field-even"><p><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.AnalyzeEntitiesResponse" title="(in google-cloud-language v0.1)">google.cloud.language_v1.types.AnalyzeEntitiesResponse</a></p>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['document', 'gcp_conn_id']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitySentimentOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeEntitySentimentOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeEntitySentimentOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

<dl class="class">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.gcp_natural_language_operator.</code><code class="sig-name descname">CloudLanguageAnalyzeSentimentOperator</code><span class="sig-paren">(</span><em class="sig-param">document</em>, <em class="sig-param">encoding_type=None</em>, <em class="sig-param">retry=None</em>, <em class="sig-param">timeout=None</em>, <em class="sig-param">metadata=None</em>, <em class="sig-param">gcp_conn_id='google_cloud_default'</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeSentimentOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Analyzes the sentiment of the provided text.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../howto/operator/gcp/natural_language.html#howto-operator-cloudlanguageanalyzesentimentoperator"><span class="std std-ref">Analyzing Sentiment</span></a></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>document</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a><em> or </em><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.Document" title="(in google-cloud-language v0.1)"><em>google.cloud.language_v1.types.Document</em></a>) – Input document.
If a dict is provided, it must be of the same form as the protobuf message Document</p></li>
<li><p><strong>encoding_type</strong> (<em>google.cloud.language_v1.types.EncodingType</em>) – The encoding type used by the API to calculate offsets.</p></li>
<li><p><strong>retry</strong> – A retry object used to retry requests. If None is specified, requests will not be
retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.8)"><em>float</em></a>) – The amount of time, in seconds, to wait for the request to complete. Note that if
retry is specified, the timeout applies to each individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.8)"><em>tuple</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) – Additional metadata that is provided to the method.</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The connection ID to use connecting to Google Cloud Platform.</p></li>
</ul>
</dd>
<dt class="field-even">Return type</dt>
<dd class="field-even"><p><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.AnalyzeEntitiesResponse" title="(in google-cloud-language v0.1)">google.cloud.language_v1.types.AnalyzeEntitiesResponse</a></p>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['document', 'gcp_conn_id']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeSentimentOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageAnalyzeSentimentOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageAnalyzeSentimentOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

<dl class="class">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.gcp_natural_language_operator.</code><code class="sig-name descname">CloudLanguageClassifyTextOperator</code><span class="sig-paren">(</span><em class="sig-param">document</em>, <em class="sig-param">retry=None</em>, <em class="sig-param">timeout=None</em>, <em class="sig-param">metadata=None</em>, <em class="sig-param">gcp_conn_id='google_cloud_default'</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageClassifyTextOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Classifies a document into categories.</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../../howto/operator/gcp/natural_language.html#howto-operator-cloudlanguageclassifytextoperator"><span class="std std-ref">Classifying Content</span></a></p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>document</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a><em> or </em><a class="reference external" href="https://googleapis.dev/python/language/latest/gapic/v1/types.html#google.cloud.language_v1.types.Document" title="(in google-cloud-language v0.1)"><em>google.cloud.language_v1.types.Document</em></a>) – Input document.
If a dict is provided, it must be of the same form as the protobuf message Document</p></li>
<li><p><strong>retry</strong> – A retry object used to retry requests. If None is specified, requests will not be
retried.</p></li>
<li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.8)"><em>float</em></a>) – The amount of time, in seconds, to wait for the request to complete. Note that if
retry is specified, the timeout applies to each individual attempt.</p></li>
<li><p><strong>metadata</strong> (<em>sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.8)"><em>tuple</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em><em>]</em><em>]</em>) – Additional metadata that is provided to the method.</p></li>
<li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The connection ID to use connecting to Google Cloud Platform.</p></li>
</ul>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['document', 'gcp_conn_id']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageClassifyTextOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/gcp_natural_language_operator.html#CloudLanguageClassifyTextOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.gcp_natural_language_operator.CloudLanguageClassifyTextOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

</div>
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