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        "description": "# vxUtils\n\n\u8fd9\u662f\u6211\u7684\u5de5\u5177\u7bb1\n\n\n## decorator \u4fee\u9970\u5668\n\n1.  retry\n\n\u9519\u8bef\u91cd\u8bd5\u7684\u4fee\u9970\u5668\n\n```python\nfrom vxUtils.decorator import retry\n\n@retry(5, ValueError, delay=1, backoff=2)\ndef test():\n\n    raise ValueError('try it ')\n```\n\n2.  timeit\n\n\u8ba1\u7b97\u8fd0\u884c\u6d88\u8017\u65f6\u95f4\n\n```python\nimport time\nfrom vxUtils.decorator import timeit\n\n@timeit\ndef test():\n    time.sleep(5)\n```\n\n3. Singleton\n\n\u8bbe\u8ba1\u6a21\u5f0f\uff1a\u5355\u4f8b\u5b9e\u73b0\u65b9\u5f0f\n\n```python\nfrom vxUtils.decorator import singleton\n\n@singleton\nclass Test():\n    pass\n```\n\n4.  threads\n\n\u5f02\u6b65\u591a\u7ebf\u7a0b\n\n```python\nimport requests\nfrom vxUtils.decorator import threads\n\n@threads(5)\ndef get_url(url):\n    return requests.get(url)\n\nif __name__ == '__main__':\n    urls = [\n        'www.sina.com',\n        'www.baidu.com',\n        'www.qq.com',\n        'www.taobao.com'\n    ]\n    \n    responses = [get_url(url) for url in urls]\n    for r in responses:\n        print(r.content)\n        \n```\n\n5. timeout\n\n\u9650\u5236\u8d85\u65f6\u65f6\u95f4\n\n```python\nimport time\nfrom vxUtils.decorator import timeout\n\n@timeout(5)\ndef test():\n    print('start to test')\n    for n in range(10):\n        time.sleep(1)\n        print('n: %s' % n)\n```\n\n6. lazy_property\n\n\u7c7b\u4f3c@property\u7684\u529f\u80fd\uff0c\u4f46\u53ea\u6267\u884c\u4e00\u6b21\n\n```python\nfrom vxUtils.decorator import lazy_property\n\nclass T():\n    @lazy_property\n    def myproperty(self):\n       print('call myproperty')\n       return 'myproperty'\n```\n\n## PrettyLogger\n\n\u6f02\u4eae\u7684\u65e5\u5fd7\u683c\u5f0f\n\n1.  add_console_logger\n\n\u589e\u52a0console logger\n\n```python\nimport logging\nfrom vxUtils.PrettyLogger import add_console_logger\n\nlogger = logging.getLogger('test')\n\nlogger = add_console_logger(logger, 'debug')\n\nlogger.debug('\u84dd\u8272') \nlogger.info('\u7eff\u8272')\nlogger.warnning('\u9ec4\u8272')\nlogger.error('\u68d5\u8272')\nlogger.critical('\u7ea2\u8272')\n```\n\n2. add_qyWechat_logger\n\n\u4f01\u4e1a\u5fae\u4fe1\u53f7,\u65e5\u5fd7\u901a\u77e5\n\n```python\nimport logging\nfrom vxUtils.PrettyLogger import add_qyWechat_logger\n\nlogger = logging.getLogger('test')\n\nlogger = add_qyWechat_logger(logger,'warning',corpid, appsecret, agentid)\n\nlogger.warning('\u8fd9\u662f\u5fae\u4fe1\u65e5\u5fd7\u901a\u77e5')\n```",
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