CloudNaturalLanguageAnalyzeEntitiesOperator

Google

Finds named entities in the text along with entity types, salience, mentions for each entity, and other properties.

View on GitHub

Last Updated: May. 7, 2021

Access Instructions

Install the Google provider package into your Airflow environment.

Import the module into your DAG file and instantiate it with your desired params.

Parameters

documentRequireddict or google.cloud.language_v1.types.DocumentInput document. If a dict is provided, it must be of the same form as the protobuf message Document
encoding_typegoogle.cloud.language_v1.enums.EncodingTypeThe encoding type used by the API to calculate offsets.
retryA retry object used to retry requests. If None is specified, requests will not be retried.
timeoutfloatThe 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.
metadataSequence[Tuple[str, str]]Additional metadata that is provided to the method.
gcp_conn_idstrThe connection ID to use connecting to Google Cloud.
impersonation_chainUnion[str, Sequence[str]]Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated).

Documentation

Finds named entities in the text along with entity types, salience, mentions for each entity, and other properties.

See also

For more information on how to use this operator, take a look at the guide: Analyzing Entities

Was this page helpful?