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from google.cloud import translate | |
import yaml | |
class GoogleAuthTranslation: | |
def __init__(self, project_id, yaml_path='lang.yaml'): | |
self.translator = translate.TranslationServiceClient() | |
self.location = "global" | |
self.parent = f"projects/{project_id}/locations/{self.location}" | |
with open(yaml_path) as f: | |
self.supporting_languages = yaml.load(f, Loader=yaml.FullLoader) | |
def _detect(self, query): | |
response = self.translator.detect_language( | |
request={ | |
"parent": self.parent, | |
"content": query, | |
"mime_type": "text/plain", # mime types: text/plain, text/html | |
} | |
) | |
for language in response.languages: | |
# First language is the most confident one | |
return language.language_code | |
def _get_dest_from_lang(self, lang): | |
try: | |
return self.supporting_languages[lang]['google_dest'] | |
except KeyError as e: | |
raise e | |
def _get_lang_from_dest(self, dest): | |
for key in self.supporting_languages: | |
if self.supporting_languages[key]['google_dest'] == dest: | |
return key | |
raise RuntimeError(f"Detected langauge is not supported in our multilingual TTS. |\n Code: {dest} | See https://cloud.google.com/translate/docs/languages") | |
def translate(self, query, lang): | |
dest = self._get_dest_from_lang(lang) | |
response = self.translator.translate_text( | |
request={ | |
"parent": self.parent, | |
"contents": [query], | |
"mime_type": "text/plain", # mime types: text/plain, text/html | |
"target_language_code": dest, | |
} | |
) | |
return " ".join([translation.translated_text for translation in response.translations]) | |
def detect(self, query): | |
dest = self._detect(query) | |
return self._get_lang_from_dest(dest) | |