| :mod:`airflow.contrib.operators.gcp_natural_language_operator` |
| ============================================================== |
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| .. py:module:: airflow.contrib.operators.gcp_natural_language_operator |
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| Module Contents |
| --------------- |
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| .. py:class:: CloudLanguageAnalyzeEntitiesOperator(document, encoding_type=None, retry=None, timeout=None, metadata=None, gcp_conn_id='google_cloud_default', *args, **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| Finds named entities in the text along with entity types, |
| salience, mentions for each entity, and other properties. |
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| .. seealso:: |
| For more information on how to use this operator, take a look at the guide: |
| :ref:`howto/operator:CloudLanguageAnalyzeEntitiesOperator` |
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| :param document: Input document. |
| If a dict is provided, it must be of the same form as the protobuf message Document |
| :type document: dict or google.cloud.language_v1.types.Document |
| :param encoding_type: The encoding type used by the API to calculate offsets. |
| :type encoding_type: google.cloud.language_v1.types.EncodingType |
| :param retry: A retry object used to retry requests. If None is specified, requests will not be |
| retried. |
| :param timeout: 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. |
| :type timeout: float |
| :param metadata: Additional metadata that is provided to the method. |
| :type metadata: seq[tuple[str, str]]] |
| :param gcp_conn_id: The connection ID to use connecting to Google Cloud Platform. |
| :type gcp_conn_id: str |
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| .. attribute:: template_fields |
| :annotation: = ['document', 'gcp_conn_id'] |
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| .. method:: execute(self, context) |
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| .. py:class:: CloudLanguageAnalyzeEntitySentimentOperator(document, encoding_type=None, retry=None, timeout=None, metadata=None, gcp_conn_id='google_cloud_default', *args, **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| Finds entities, similar to AnalyzeEntities in the text and analyzes sentiment associated with each |
| entity and its mentions. |
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| .. seealso:: |
| For more information on how to use this operator, take a look at the guide: |
| :ref:`howto/operator:CloudLanguageAnalyzeEntitySentimentOperator` |
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| :param document: Input document. |
| If a dict is provided, it must be of the same form as the protobuf message Document |
| :type document: dict or google.cloud.language_v1.types.Document |
| :param encoding_type: The encoding type used by the API to calculate offsets. |
| :type encoding_type: google.cloud.language_v1.types.EncodingType |
| :param retry: A retry object used to retry requests. If None is specified, requests will not be |
| retried. |
| :param timeout: 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. |
| :type timeout: float |
| :param metadata: Additional metadata that is provided to the method. |
| :type metadata: seq[tuple[str, str]]] |
| :rtype: google.cloud.language_v1.types.AnalyzeEntitiesResponse |
| :param gcp_conn_id: The connection ID to use connecting to Google Cloud Platform. |
| :type gcp_conn_id: str |
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| .. attribute:: template_fields |
| :annotation: = ['document', 'gcp_conn_id'] |
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| .. method:: execute(self, context) |
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| .. py:class:: CloudLanguageAnalyzeSentimentOperator(document, encoding_type=None, retry=None, timeout=None, metadata=None, gcp_conn_id='google_cloud_default', *args, **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| Analyzes the sentiment of the provided text. |
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| .. seealso:: |
| For more information on how to use this operator, take a look at the guide: |
| :ref:`howto/operator:CloudLanguageAnalyzeSentimentOperator` |
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| :param document: Input document. |
| If a dict is provided, it must be of the same form as the protobuf message Document |
| :type document: dict or google.cloud.language_v1.types.Document |
| :param encoding_type: The encoding type used by the API to calculate offsets. |
| :type encoding_type: google.cloud.language_v1.types.EncodingType |
| :param retry: A retry object used to retry requests. If None is specified, requests will not be |
| retried. |
| :param timeout: 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. |
| :type timeout: float |
| :param metadata: Additional metadata that is provided to the method. |
| :type metadata: sequence[tuple[str, str]]] |
| :rtype: google.cloud.language_v1.types.AnalyzeEntitiesResponse |
| :param gcp_conn_id: The connection ID to use connecting to Google Cloud Platform. |
| :type gcp_conn_id: str |
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| .. attribute:: template_fields |
| :annotation: = ['document', 'gcp_conn_id'] |
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| .. method:: execute(self, context) |
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| .. py:class:: CloudLanguageClassifyTextOperator(document, retry=None, timeout=None, metadata=None, gcp_conn_id='google_cloud_default', *args, **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| Classifies a document into categories. |
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| .. seealso:: |
| For more information on how to use this operator, take a look at the guide: |
| :ref:`howto/operator:CloudLanguageClassifyTextOperator` |
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| :param document: Input document. |
| If a dict is provided, it must be of the same form as the protobuf message Document |
| :type document: dict or google.cloud.language_v1.types.Document |
| :param retry: A retry object used to retry requests. If None is specified, requests will not be |
| retried. |
| :param timeout: 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. |
| :type timeout: float |
| :param metadata: Additional metadata that is provided to the method. |
| :type metadata: sequence[tuple[str, str]]] |
| :param gcp_conn_id: The connection ID to use connecting to Google Cloud Platform. |
| :type gcp_conn_id: str |
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| .. attribute:: template_fields |
| :annotation: = ['document', 'gcp_conn_id'] |
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| .. method:: execute(self, context) |
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