Created
October 7, 2020 17:38
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from googletrans import Translator | |
from google.cloud import translate_v2 as translate | |
from textblob import TextBlob | |
class CustomTranslator: | |
def __init__(self, target='en'): | |
self.target = target | |
self.set_free_client() | |
self.set_google_client() | |
def set_free_client(self): | |
self.free_client = Translator() | |
def set_google_client(self): | |
self.google_client = translate.Client() | |
def detect_language(self, text): | |
return TextBlob(text).detect_language() | |
def free_translation(self, text): | |
try: | |
return self.free_client.translate(text, dest=self.target).text | |
except: | |
self.set_free_client() | |
return self.free_client.translate(text, dest=self.target).text | |
def google_translation(self, text): | |
try: | |
if isinstance(text, six.binary_type): | |
text = text.decode('utf-8') | |
return self.google_client.translate(text, target_language=self.target)['translatedText'] | |
except: | |
self.set_google_client() | |
if isinstance(text, six.binary_type): | |
text = text.decode('utf-8') | |
return self.google_client.translate(text, target_language=self.target)['translatedText'] | |
def get_translation(self, text): | |
try: | |
return self.free_translation(text) | |
except: | |
return self.google_translation(text) |
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