wiseflow/client/backend/tranlsation_volcengine.py

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2024-04-07 09:37:47 +08:00
# 使用火山引擎进行翻译的接口封装
# 通过环境变量设置VOLC_KEY格式为AK|SK
# AK-SK 需要手机号注册并实名认证具体见这里https://console.volcengine.com/iam/keymanage/ (自助接入)
# 费用每月免费额度200万字符1个汉字、1个外语字母、1个数字、1个符号或空格都计为一个字符超出后49元/每百万字符
# 图片翻译每月免费100张超出后0.04元/张
# 文本翻译并发限制每个batch最多16个总文本长度不超过5000字符max QPS为10
# 术语库管理https://console.volcengine.com/translate
import json
import time
import os
from volcengine.ApiInfo import ApiInfo
from volcengine.Credentials import Credentials
from volcengine.ServiceInfo import ServiceInfo
from volcengine.base.Service import Service
VOLC_KEY = os.environ.get('VOLC_KEY', None)
if not VOLC_KEY:
raise Exception('请设置环境变量 VOLC_KEY格式为AK|SK')
k_access_key, k_secret_key = VOLC_KEY.split('|')
def text_translate(texts: list[str], target_language: str = 'zh', source_language: str = '', logger=None) -> list[str]:
k_service_info = \
ServiceInfo('translate.volcengineapi.com',
{'Content-Type': 'application/json'},
Credentials(k_access_key, k_secret_key, 'translate', 'cn-north-1'),
5,
5)
k_query = {
'Action': 'TranslateText',
'Version': '2020-06-01'
}
k_api_info = {
'translate': ApiInfo('POST', '/', k_query, {}, {})
}
service = Service(k_service_info, k_api_info)
if source_language:
body = {
'TargetLanguage': target_language,
'TextList': texts,
'SourceLanguage': source_language
}
else:
body = {
'TargetLanguage': 'zh',
'TextList': texts,
}
if logger:
logger.debug(f'post body:\n {body}')
for i in range(3):
res = service.json('translate', {}, json.dumps(body))
result = json.loads(res)
if logger:
logger.debug(f'result:\n {result}')
if "Error" not in result["ResponseMetadata"]:
break
if result["ResponseMetadata"]["Error"]["Code"] in ['-400', '-415', '1000XX']:
if logger:
logger.warning(f"translation failed cause: {result['ResponseMetadata']['Error']['Message']}")
else:
print(f"translation failed cause: {result['ResponseMetadata']['Error']['Message']}")
return []
if logger:
logger.warning(f"translation failed cause: {result['ResponseMetadata']['Error']['Message']}\n retry...")
else:
print(f"translation failed cause: {result['ResponseMetadata']['Error']['Message']}\n retry...")
time.sleep(1)
if "Error" in result["ResponseMetadata"]:
if logger:
logger.warning("translation service out of use, have retried 3 times...")
else:
print("translation service out of use, have retried 3 times...")
return []
return [_["Translation"] for _ in result["TranslationList"]]
if __name__ == '__main__':
import argparse
from pprint import pprint
parser = argparse.ArgumentParser(description='argparse')
parser.add_argument("--file", "-F", type=str, default=None)
parser.add_argument('--text', "-T", type=str, default="",
help="text to translate")
parser.add_argument('--source', type=str, default="",
help="source language")
parser.add_argument('--target', type=str, default='zh',
help="target language, default zh")
args = parser.parse_args()
if args.file:
if not os.path.exists(args.file):
raise FileNotFoundError("File {} not found".format(args.file))
if not args.file.endswith(".txt"):
raise ValueError("File {} should be a text file".format(args.file))
with open(args.file, "r") as f:
task = f.readlines()
task = [_.strip() for _ in task if _.strip()]
elif args.text:
task = [args.text]
else:
raise ValueError("Please specify task or task file")
start_time = time.time()
pprint(text_translate(task, args.target, args.source))
print("time cost: {}".format(time.time() - start_time))