Skip to content

Instantly share code, notes, and snippets.

@jseabold
Created December 13, 2011 18:58
  • Star 28 You must be signed in to star a gist
  • Fork 16 You must be signed in to fork a gist
Star You must be signed in to star a gist
Save jseabold/1473363 to your computer and use it in GitHub Desktop.
Use Google Translate API from Python
# -*- coding: utf-8 -*-
"""
You need to fill in your API key from google below. Note that querying
supported languages is not implemented.
Language Code
-------- ----
Afrikaans af
Albanian sq
Arabic ar
Belarusian be
Bulgarian bg
Catalan ca
Chinese Simplified zh-CN
Chinese Traditional zh-TW
Croatian hr
Czech cs
Danish da
Dutch nl
English en
Estonian et
Filipino tl
Finnish fi
French fr
Galician gl
German de
Greek el
Hebrew iw
Hindi hi
Hungarian hu
Icelandic is
Indonesian id
Irish ga
Italian it
Japanese ja
Korean ko
Latvian lv
Lithuanian lt
Macedonian mk
Malay ms
Maltese mt
Norwegian no
Persian fa
Polish pl
Portuguese pt
Romanian ro
Russian ru
Serbian sr
Slovak sk
Slovenian sl
Spanish es
Swahili sw
Swedish sv
Thai th
Turkish tr
Ukrainian uk
Vietnamese vi
Welsh cy
Yiddish yi
"""
import os
import urlparse
import urllib
import urllib2
import httplib2
import gzip
import json
from httplib2 import FileCache
from urllib2 import HTTPRedirectHandler, HTTPDefaultErrorHandler, HTTPError
### Hard-coded variables ###
api = 'YOUR-API-KEY-GOES-HERE'
languages = ["af", "sq", "ar","be", "bg", "ca", "zh-CN", "zh-TW", "hr",
"cs", "da", "nl", "en", "et", "tl", "fi", "fr", "gl", "de",
"el", "iw", "hi", "hu", "is", "id", "ga", "it", "ja", "ko",
"lv", "lt", "mk", "ms", "mt", "no", "fa", "pl", "pt", "ro",
"ru", "sr", "sk", "sl", "es", "sw", "sv", "th", "tr", "uk",
"vi", "cy", "yi"]
def _validate_language(lang):
if lang in languages:
return True
return False
### Custom G-Zipped Cache ###
def save_cached_key(path, value):
f = gzip.open(path, 'wb')
f.write(value)
f.close()
def load_cached_key(key):
f = gzip.open(key)
retval = f.read()
f.close()
return retval
class ZipCache(FileCache):
def __init__(self, cache='.cache'): #TODO: allow user configurable?
super(ZipCache, self).__init__(cache)
def get(self, key):
cacheFullPath = os.path.join(self.cache, self.safe(key))
retval = None
try:
retval = load_cached_key(cacheFullPath)
except IOError:
pass
return retval
def set(self, key, value):
retval = None
cacheFullPath = os.path.join(self.cache, self.safe(key))
save_cached_key(cacheFullPath, value)
### Error Handlers ###
class DefaultErrorHandler(HTTPDefaultErrorHandler):
def http_error_default(self, req, fp, code, msg, headers):
result = HTTPError(req.get_full_url(), code, msg, headers, fp)
result.status = code
return result
class RedirectHandler(HTTPRedirectHandler):
def http_error_301(self, req, fp, code, msg, headers):
result = HTTPRedirectHandler.http_error_301(self, req, fp, code,
msg, headers)
result.status = code
return result
def http_error_302(self, req, fp, code, msg, headers):
results = HTTPRedirectHandler.http_error_302(self, req, fp, code,
msg, headers)
results.status = code
return result
### Translator Class ###
class GoogleTranslator(object):
"""
Google Translator object.
Examples
--------
translator = GoogleTranslator()
results1 = translator.translate("Einen schönen Tag allerseits")
# try 2 at a time
results2 = translator.translate(["Einen schönen Tag allerseits",
"Ich nehme an"])
# try detect
results3 = translator.detect("Einen schönen Tag allerseits")
# try to detect 2 at a time
results4 = translator.detect(["Einen schönen Tag allerseits",
"Ich nehme an"])
"""
def __init__(self):
#NOTE: caching is done on etag not expiry
self.cache_control = 'max-age='+str(7 * 24 * 60 * 60)
self.connection = httplib2.Http(ZipCache())
self._opener = urllib2.build_opener(DefaultErrorHandler,
RedirectHandler)
self.base_url = "https://www.googleapis.com/language/translate/v2/"
def _urlencode(self, params):
"""
Rewrite urllib.urlencode to handle string input verbatim
"""
params = "&".join(map("=".join,params))
return params
def _build_uri(self, extra_url, params):
params = [('key', api)] + params
params = self._urlencode(params)
url = "%s?%s" % (urlparse.urljoin(self.base_url, extra_url), params)
if len(url) > 2000: # for GET requests only, POST is 5K
raise ValueError("Query is too long. URL can only be 2000 "
"characters")
return url
def _fetch_data(self, url):
connection = self.connection
resp, content = connection.request(url, headers={'user-agent' : api,
'cache-control' : self.cache_control})
#DEBUG
#if resp.fromcache:
# print "Using from the cache"
return content
def _sanitize_query(self, query):
if isinstance(query, (list,tuple)):
query = zip('q' * len(query), map(urllib.quote,query))
else:
query = [('q',urllib.quote(query))]
return query
def _decode_json(self, response):
"""
Assumes that response only holds one result
"""
json_data = json.loads(response)
try:
data = json_data["data"]
if 'translations' in data:
return data['translations']
elif 'detections' in data:
return data['detections']
except:
if 'error' in json_data:
return json_data["error"]
def detect(self, query):
"""
Try to detect the language of a word, phrase, or list of either.
Parameters
----------
query : str or iterable
Query or list of queries to translate
Returns
-------
List of dictionaries for each query
"""
query = self._sanitize_query(query)
url = self._build_uri(extra_url='detect/', params=query)
content = self._fetch_data(url)
# going to have json, decode it first
return self._decode_json(content)
def translate(self, query, target="en", source="", _dirty=False):
"""
Translate a query.
Parameters
----------
query : str or iterable
Query or list of queries to translate
target : str
Language to translate into.
source : str, optional
Language of the source text, if known. Will be auto-detected
if an empty string is passed.
dirty : bool
This is not intended to be used by users. It is here to avoid
infinite recursion if the query returns an error because the
language can't be detected.
Returns
-------
List of dictionaries for each query
Notes
-----
If the language can't be detected for a word an attempt is made
to detect the language of the word and resubmit the query. If a
list of words to translate is given and an error is encountered,
it is assumed that the list of words all have the same source language
when resubmitted.
"""
try:
assert _validate_language(target)
except:
raise ValueError("target language %s is not valid" % target)
newquery = self._sanitize_query(query)
params = [('key', api), ('target' , target)]
if source:
try:
assert _validate_language(target)
except:
raise ValueError("source language %s is not valid" % target)
params += ["source", source]
params += newquery
url = self._build_uri("", params)
content = self._fetch_data(url)
results = self._decode_json(content)
if "errors" in results and not _dirty:
if results['message'] == 'Bad language pair: {0}':
# try to detect language and resubmit query
source = self.detect(query)
source = source[0]['language']
return self.translate(query, target, source, True)
return results
if __name__ == "__main__":
do_run = raw_input("Running this costs money. Key 1 to continue: ")
if int(do_run) != 1:
raise ValueError("Exiting")
translator = GoogleTranslator()
results1 = translator.translate("Einen schönen Tag allerseits")
# try 2 at a time
#results2 = translator.translate(["Einen schönen Tag allerseits",
# "Ich nehme an"])
# try detect
#results3 = translator.detect("Einen schönen Tag allerseits")
# try 2 at a time
#results4 = translator.detect(["Einen schönen Tag allerseits",
# "Ich nehme an"])
@not7cd
Copy link

not7cd commented Jul 25, 2017

@huseinc
Copy link

huseinc commented Aug 10, 2019

I am pretty new in python and looking to use Google Vision API and Translate API to extract text from image store on my local system and then translate and print the text to a file. The issue I am facing is that I am able to use the Vision API and extract the text (which is not in English) but not able to crack the code to translate it to English and store it in a file. Any help is appreciated.

@huseinc
Copy link

huseinc commented Aug 10, 2019

thats how I did: https://github.com/mouuff/Google-Translate-API/blob/master/gtranslate.py much smaller, faster, less imports

Seems the page is no longer there. I am pretty new in python and looking to use Google Vision API and Translate API to extract text from image store on my local system and then translate and print the text to a file. The issue I am facing is that I am able to use the Vision API and extract the text (which is not in English) but not able to crack the code to translate it to English and store it in a file. Any help is appreciated.

@bipulneupane
Copy link

thats how I did: https://github.com/mouuff/Google-Translate-API/blob/master/gtranslate.py much smaller, faster, less imports

Seems the page is no longer there. I am pretty new in python and looking to use Google Vision API and Translate API to extract text from image store on my local system and then translate and print the text to a file. The issue I am facing is that I am able to use the Vision API and extract the text (which is not in English) but not able to crack the code to translate it to English and store it in a file. Any help is appreciated.

This is the link
https://github.com/mouuff/mtranslate

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment