【百度翻译api】中文自动翻译为英文

news2024/11/28 8:49:50

欸，最近想做一些nlp的项目，做完了中文的想做做英文的，但是呢，国内爬虫爬取的肯定都是中文，爬取外网的技术我没有尝试过，没有把握。所以我决定启用翻译，在这期间chatGPT给了我非常多的方法，但是都因为各种各样的原因一一无效。ps:大骗子GPT！

sample1:

from youdaoapi import YoudaoApi

def translate_to_english(chinese_text):

youdao = YoudaoApi()

english_translation = youdao.translate(chinese_text, to_lang='en')

return english_translation

chinese_string = "你好，世界！"

english_translation = translate_to_english(chinese_string)

print("English Translation:", english_translation)

NOTE：无用的youdaoapi包

sample2:

from translate import Translator

def translate_to_english(chinese_text):
translator = Translator(to_lang="en")
english_translation = translator.translate(chinese_text)
return english_translation

chinese_string = "你好，世界！"
english_translation = translate_to_english(chinese_string)
print("English Translation:", english_translation)

NOTE：无用的translate包。

sample3:

from googletrans import Translator

def translate_to_english(chinese_text):
translator = Translator()
translated = translator.translate(chinese_text, src='zh-cn', dest='en')
return translated.text

chinese_string = "你好，世界！"
english_translation = translate_to_english(chinese_string)
print("English Translation:", english_translation)

NOTE:无用的谷歌包。

百度api,yyds!非常nice！👑

Step1、申请🎈

百度文本翻译api申请！整体流程页面https://console.bce.baidu.com/ai/?_=1652768945367&fromai=1#/ai/machinetranslation/overview/index

Step2、第二步完成直接看我的代码，只需要API Key和Secret Key便可以使用。🎈


# -*- coding: utf-8 -*-

# This code shows an example of text translation from English to Simplified-Chinese.
# This code runs on Python 2.7.x and Python 3.x.
# You may install `requests` to run this code: pip install requests
# Please refer to `https://api.fanyi.baidu.com/doc/21` for complete api document

import requests
import random
import json

def get_access_token():
    """
    使用 AK，SK 生成鉴权签名（Access Token）
    client_id：API Key
    client_secret：Secret Key
    :return: access_token，或是None(如果错误)
    """
    url = "https://aip.baidubce.com/oauth/2.0/token"
    params = {"grant_type": "client_credentials", "client_id": '5UHGfQaGLKlINhXRv1lA0tl3', "client_secret": 'evGZuz1r14MRElOt638D8GMdheQ9gKZj'}
    return str(requests.post(url, params=params).json().get("access_token"))

def baidu_translate(q):
    token = get_access_token()
    url = 'https://aip.baidubce.com/rpc/2.0/mt/texttrans/v1?access_token=' + token
    
    # For list of language codes, please refer to `https://ai.baidu.com/ai-doc/MT/4kqryjku9#语种列表`
    from_lang = 'zh' # example: en
    to_lang = 'en' # example: zh
    term_ids = '' # 术语库id，多个逗号隔开
    
    
    # Build request
    headers = {'Content-Type': 'application/json'}
    payload = {'q': q, 'from': from_lang, 'to': to_lang, 'termIds' : term_ids}
    
    # Send request
    r = requests.post(url, params=payload, headers=headers)
    result = r.json()
    
    # Show response
    # print(json.dumps(result, indent=4, ensure_ascii=False))
    return result['result']['trans_result'][0]['dst']

效果截图：