Source code for airflow.providers.google.cloud.hooks.speech_to_text

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"""This module contains a Google Cloud Speech Hook."""
from typing import Dict, Optional, Sequence, Union

from google.api_core.retry import Retry
from google.cloud.speech_v1 import SpeechClient
from google.cloud.speech_v1.types import RecognitionAudio, RecognitionConfig

from airflow.providers.google.common.hooks.base_google import GoogleBaseHook



[docs]class CloudSpeechToTextHook(GoogleBaseHook):
    """
    Hook for Google Cloud Speech API.

    :param gcp_conn_id: The connection ID to use when fetching connection info.
    :type gcp_conn_id: str
    :param delegate_to: The account to impersonate using domain-wide delegation of authority,
        if any. For this to work, the service account making the request must have
        domain-wide delegation enabled.
    :type delegate_to: str
    :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.
    :type impersonation_chain: Union[str, Sequence[str]]
    """

    def __init__(
        self,
        gcp_conn_id: str = "google_cloud_default",
        delegate_to: Optional[str] = None,
        impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
    ) -> None:
        super().__init__(
            gcp_conn_id=gcp_conn_id,
            delegate_to=delegate_to,
            impersonation_chain=impersonation_chain,
        )
        self._client = None


[docs]    def get_conn(self) -> SpeechClient:
        """
        Retrieves connection to Cloud Speech.

        :return: Google Cloud Speech client object.
        :rtype: google.cloud.speech_v1.SpeechClient
        """
        if not self._client:
            self._client = SpeechClient(credentials=self._get_credentials(), client_info=self.client_info)
        return self._client


    @GoogleBaseHook.quota_retry()

[docs]    def recognize_speech(
        self,
        config: Union[Dict, RecognitionConfig],
        audio: Union[Dict, RecognitionAudio],
        retry: Optional[Retry] = None,
        timeout: Optional[float] = None,
    ):
        """
        Recognizes audio input

        :param config: information to the recognizer that specifies how to process the request.
            https://googleapis.github.io/google-cloud-python/latest/speech/gapic/v1/types.html#google.cloud.speech_v1.types.RecognitionConfig
        :type config: dict or google.cloud.speech_v1.types.RecognitionConfig
        :param audio: audio data to be recognized
            https://googleapis.github.io/google-cloud-python/latest/speech/gapic/v1/types.html#google.cloud.speech_v1.types.RecognitionAudio
        :type audio: dict or google.cloud.speech_v1.types.RecognitionAudio
        :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
        """
        client = self.get_conn()
        response = client.recognize(config=config, audio=audio, retry=retry, timeout=timeout)
        self.log.info("Recognised speech: %s", response)
        return response

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