wmt-2020-pl-en/googletrans/client.py

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# -*- coding: utf-8 -*-
"""
A Translation module.
You can translate text using this module.
"""
import random
import typing
import httpcore
import httpx
from httpx import Timeout
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from googletrans import urls, utils
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from googletrans.gtoken import TokenAcquirer
from googletrans.constants import (
DEFAULT_USER_AGENT, LANGCODES, LANGUAGES, SPECIAL_CASES,
DEFAULT_RAISE_EXCEPTION, DUMMY_DATA
)
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from googletrans.models import Translated, Detected
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EXCLUDES = ('en', 'ca', 'fr')
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class Translator:
"""Google Translate ajax API implementation class
You have to create an instance of Translator to use this API
:param service_urls: google translate url list. URLs will be used randomly.
For example ``['translate.google.com', 'translate.google.co.kr']``
:type service_urls: a sequence of strings
:param user_agent: the User-Agent header to send when making requests.
:type user_agent: :class:`str`
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:param proxies: proxies configuration.
Dictionary mapping protocol or protocol and host to the URL of the proxy
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For example ``{'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}``
:type proxies: dictionary
:param timeout: Definition of timeout for httpx library.
Will be used for every request.
:type timeout: number or a double of numbers
||||||| constructed merge base
:param proxies: proxies configuration.
Dictionary mapping protocol or protocol and host to the URL of the proxy
For example ``{'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}``
:param raise_exception: if `True` then raise exception if smth will go wrong
:type raise_exception: boolean
"""
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def __init__(self, service_urls=None, user_agent=DEFAULT_USER_AGENT,
raise_exception=DEFAULT_RAISE_EXCEPTION,
proxies: typing.Dict[str, httpcore.SyncHTTPTransport] = None, timeout: Timeout = None):
self.client = httpx.Client()
if proxies is not None: # pragma: nocover
self.client.proxies = proxies
self.client.headers.update({
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'User-Agent': user_agent,
})
if timeout is not None:
self.client.timeout = timeout
self.service_urls = service_urls or ['translate.google.com']
self.token_acquirer = TokenAcquirer(client=self.client, host=self.service_urls[0])
self.raise_exception = raise_exception
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def _pick_service_url(self):
if len(self.service_urls) == 1:
return self.service_urls[0]
return random.choice(self.service_urls)
def _translate(self, text, dest, src, override):
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token = self.token_acquirer.do(text)
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params = utils.build_params(query=text, src=src, dest=dest,
token=token, override=override)
url = urls.TRANSLATE.format(host=self._pick_service_url())
r = self.client.get(url, params=params)
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if r.status_code == 200:
data = utils.format_json(r.text)
return data
else:
if self.raise_exception:
raise Exception('Unexpected status code "{}" from {}'.format(r.status_code, self.service_urls))
DUMMY_DATA[0][0][0] = text
return DUMMY_DATA
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def _parse_extra_data(self, data):
response_parts_name_mapping = {
0: 'translation',
1: 'all-translations',
2: 'original-language',
5: 'possible-translations',
6: 'confidence',
7: 'possible-mistakes',
8: 'language',
11: 'synonyms',
12: 'definitions',
13: 'examples',
14: 'see-also',
}
extra = {}
for index, category in response_parts_name_mapping.items():
extra[category] = data[index] if (index < len(data) and data[index]) else None
return extra
def translate(self, text, dest='en', src='auto', **kwargs):
"""Translate text from source language to destination language
:param text: The source text(s) to be translated. Batch translation is supported via sequence input.
:type text: UTF-8 :class:`str`; :class:`unicode`; string sequence (list, tuple, iterator, generator)
:param dest: The language to translate the source text into.
The value should be one of the language codes listed in :const:`googletrans.LANGUAGES`
or one of the language names listed in :const:`googletrans.LANGCODES`.
:param dest: :class:`str`; :class:`unicode`
:param src: The language of the source text.
The value should be one of the language codes listed in :const:`googletrans.LANGUAGES`
or one of the language names listed in :const:`googletrans.LANGCODES`.
If a language is not specified,
the system will attempt to identify the source language automatically.
:param src: :class:`str`; :class:`unicode`
:rtype: Translated
:rtype: :class:`list` (when a list is passed)
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Basic usage:
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>>> from googletrans import Translator
>>> translator = Translator()
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>>> translator.translate('안녕하세요.')
<Translated src=ko dest=en text=Good evening. pronunciation=Good evening.>
>>> translator.translate('안녕하세요.', dest='ja')
<Translated src=ko dest=ja text=こんにちは pronunciation=Kon'nichiwa.>
>>> translator.translate('veritas lux mea', src='la')
<Translated src=la dest=en text=The truth is my light pronunciation=The truth is my light>
Advanced usage:
>>> translations = translator.translate(['The quick brown fox', 'jumps over', 'the lazy dog'], dest='ko')
>>> for translation in translations:
... print(translation.origin, ' -> ', translation.text)
The quick brown fox -> 빠른 갈색 여우
jumps over -> 이상 점프
the lazy dog -> 게으른
"""
dest = dest.lower().split('_', 1)[0]
src = src.lower().split('_', 1)[0]
if src != 'auto' and src not in LANGUAGES:
if src in SPECIAL_CASES:
src = SPECIAL_CASES[src]
elif src in LANGCODES:
src = LANGCODES[src]
else:
raise ValueError('invalid source language')
if dest not in LANGUAGES:
if dest in SPECIAL_CASES:
dest = SPECIAL_CASES[dest]
elif dest in LANGCODES:
dest = LANGCODES[dest]
else:
raise ValueError('invalid destination language')
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if isinstance(text, list):
result = []
for item in text:
translated = self.translate(item, dest=dest, src=src, **kwargs)
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result.append(translated)
return result
origin = text
data = self._translate(text, dest, src, kwargs)
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# this code will be updated when the format is changed.
translated = ''.join([d[0] if d[0] else '' for d in data[0]])
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extra_data = self._parse_extra_data(data)
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# actual source language that will be recognized by Google Translator when the
# src passed is equal to auto.
try:
src = data[2]
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except Exception: # pragma: nocover
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pass
pron = origin
try:
pron = data[0][1][-2]
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except Exception: # pragma: nocover
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pass
if pron is None:
try:
pron = data[0][1][2]
except: # pragma: nocover
pass
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if dest in EXCLUDES and pron == origin:
pron = translated
# put final values into a new Translated object
result = Translated(src=src, dest=dest, origin=origin,
text=translated, pronunciation=pron, extra_data=extra_data)
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return result
def detect(self, text, **kwargs):
"""Detect language of the input text
:param text: The source text(s) whose language you want to identify.
Batch detection is supported via sequence input.
:type text: UTF-8 :class:`str`; :class:`unicode`; string sequence (list, tuple, iterator, generator)
:rtype: Detected
:rtype: :class:`list` (when a list is passed)
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Basic usage:
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>>> from googletrans import Translator
>>> translator = Translator()
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>>> translator.detect('이 문장은 한글로 쓰여졌습니다.')
<Detected lang=ko confidence=0.27041003>
>>> translator.detect('この文章は日本語で書かれました。')
<Detected lang=ja confidence=0.64889508>
>>> translator.detect('This sentence is written in English.')
<Detected lang=en confidence=0.22348526>
>>> translator.detect('Tiu frazo estas skribita en Esperanto.')
<Detected lang=eo confidence=0.10538048>
Advanced usage:
>>> langs = translator.detect(['한국어', '日本語', 'English', 'le français'])
>>> for lang in langs:
... print(lang.lang, lang.confidence)
ko 1
ja 0.92929292
en 0.96954316
fr 0.043500196
"""
if isinstance(text, list):
result = []
for item in text:
lang = self.detect(item)
result.append(lang)
return result
data = self._translate(text, 'en', 'auto', kwargs)
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# actual source language that will be recognized by Google Translator when the
# src passed is equal to auto.
src = ''
confidence = 0.0
try:
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src = ''.join(data[8][0])
confidence = data[8][-2][0]
except Exception: # pragma: nocover
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pass
result = Detected(lang=src, confidence=confidence)
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return result