airflow.contrib.operators.gcp_translate_speech_operator¶
Module Contents¶
-
class
airflow.contrib.operators.gcp_translate_speech_operator.GcpTranslateSpeechOperator(audio, config, target_language, format_, source_language, model, project_id=None, gcp_conn_id='google_cloud_default', *args, **kwargs)[source]¶ Bases:
airflow.models.BaseOperatorRecognizes speech in audio input and translates it.
Note that it uses the first result from the recognition api response - the one with the highest confidence In order to see other possible results please use GcpSpeechToTextRecognizeSpeechOperator and CloudTranslateTextOperator separately
See also
For more information on how to use this operator, take a look at the guide: GcpTranslateSpeechOperator
See https://cloud.google.com/translate/docs/translating-text
Execute method returns string object with the translation
This is a list of dictionaries queried value. Dictionary typically contains three keys (though not all will be present in all cases).
detectedSourceLanguage: The detected language (as an ISO 639-1 language code) of the text.translatedText: The translation of the text into the target language.input: The corresponding input value.model: The model used to translate the text.
Dictionary is set as XCom return value.
- Parameters
audio (dict or google.cloud.speech_v1.types.RecognitionAudio) – audio data to be recognized. See more: https://googleapis.github.io/google-cloud-python/latest/speech/gapic/v1/types.html#google.cloud.speech_v1.types.RecognitionAudio
config (dict or google.cloud.speech_v1.types.RecognitionConfig) – information to the recognizer that specifies how to process the request. See more: https://googleapis.github.io/google-cloud-python/latest/speech/gapic/v1/types.html#google.cloud.speech_v1.types.RecognitionConfig
target_language (str) – The language to translate results into. This is required by the API and defaults to the target language of the current instance. Check the list of available languages here: https://cloud.google.com/translate/docs/languages
format (str or None) – (Optional) One of
textorhtml, to specify if the input text is plain text or HTML.source_language (str or None) – (Optional) The language of the text to be translated.
model (str or None) – (Optional) The model used to translate the text, such as
'base'or'nmt'.project_id (str) – Optional, Google Cloud Platform Project ID where the Compute Engine Instance exists. If set to None or missing, the default project_id from the GCP connection is used.
gcp_conn_id (str) – Optional, The connection ID used to connect to Google Cloud Platform. Defaults to ‘google_cloud_default’.