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"""This module contains a Google Speech to Text operator."""
from typing import Optional, Sequence, Union

from google.api_core.retry import Retry
from import RecognitionConfig
from google.protobuf.json_format import MessageToDict

from airflow.exceptions import AirflowException
from airflow.models import BaseOperator
from import CloudSpeechToTextHook, RecognitionAudio

[docs]class CloudSpeechToTextRecognizeSpeechOperator(BaseOperator): """ Recognizes speech from audio file and returns it as text. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:CloudSpeechToTextRecognizeSpeechOperator` :param config: information to the recognizer that specifies how to process the request. See more: :type config: dict or :param audio: audio data to be recognized. See more: :type audio: dict or :param project_id: Optional, Google Cloud Project ID where the Compute Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud connection is used. :type project_id: str :param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud. Defaults to 'google_cloud_default'. :type gcp_conn_id: str :param retry: (Optional) A retry object used to retry requests. If None is specified, requests will not be retried. :type retry: google.api_core.retry.Retry :param timeout: (Optional) 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 impersonation_chain: 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). :type impersonation_chain: Union[str, Sequence[str]] """ # [START gcp_speech_to_text_synthesize_template_fields]
[docs] template_fields = ( "audio", "config", "project_id", "gcp_conn_id", "timeout", "impersonation_chain",
) # [END gcp_speech_to_text_synthesize_template_fields] def __init__( self, *, audio: RecognitionAudio, config: RecognitionConfig, project_id: Optional[str] = None, gcp_conn_id: str = "google_cloud_default", retry: Optional[Retry] = None, timeout: Optional[float] = None, impersonation_chain: Optional[Union[str, Sequence[str]]] = None, **kwargs, ) -> None: = audio self.config = config self.project_id = project_id self.gcp_conn_id = gcp_conn_id self.retry = retry self.timeout = timeout self._validate_inputs() self.impersonation_chain = impersonation_chain super().__init__(**kwargs) def _validate_inputs(self) -> None: if == "": raise AirflowException("The required parameter 'audio' is empty") if self.config == "": raise AirflowException("The required parameter 'config' is empty")
[docs] def execute(self, context): hook = CloudSpeechToTextHook( gcp_conn_id=self.gcp_conn_id, impersonation_chain=self.impersonation_chain, ) response = hook.recognize_speech( config=self.config,, retry=self.retry, timeout=self.timeout ) return MessageToDict(response)

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