Source code for airflow.contrib.hooks.gcp_speech_to_text_hook

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from google.cloud.speech_v1 import SpeechClient

from airflow.contrib.hooks.gcp_api_base_hook import GoogleCloudBaseHook


[docs]class GCPSpeechToTextHook(GoogleCloudBaseHook):
    """
    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, if any.
        For this to work, the service account making the request must have
        domain-wide delegation enabled.
    :type delegate_to: str
    """

[docs]    _client = None

    def __init__(self, gcp_conn_id="google_cloud_default", delegate_to=None):
        super(GCPSpeechToTextHook, self).__init__(gcp_conn_id, delegate_to)

[docs]    def get_conn(self):
        """
        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())
        return self._client

    @GoogleCloudBaseHook.quota_retry()
[docs]    def recognize_speech(self, config, audio, retry=None, timeout=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