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    "info": {
        "author": "Louis Lou",
        "author_email": "qijia.lou@nyu.edu",
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        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
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        "description": "## Quick start\n### Install\n```bash\npip install redis_decorator\n```\n\n### Initialize\n```python\nfrom redis_dec import Cache\nfrom redis import StrictRedis\nredis = StrictRedis(decode_responses=True)\ncache = Cache(redis)\n```\n## Examples\nMake sure you have redis up and running.(https://redis.io/)\n\n### Example1 : Cache string return\n\n```python\nfrom time import sleep\nfrom datetime import datetime\n@cache.ttl(300)\ndef pseudo_calc():\n    sleep(1)\n    print(\"Computation in progress\")\n    return str(datetime.now())\n\nfor i in range(10):\n    print(pseudo_calc())\n```\n#### Example 2: Cache Pandas Dataframe\n```python\n# Set cache's time to live to 300 seconds (expires in 300 seconds)\n# If left blank, e.g. @cache.df(), cache will stay forever. Don't recommended.\nimport pandas as pd\n@cache.df(300)\ndef return_a_df(*args, **kwargs):\n    sleep(1)\n    print(\"Computation in progress\")\n    return pd.DataFrame({\"time\": [str(datetime.now()) for _ in range(5)], \"foo\": list(range(5))})\n\n\nfor i in range(5):\n    print(return_a_df(1, 5))\n```\n\n#### Example 3: Cache dict\n```python\n\n@cache.dict(60)\ndef return_a_dict(*args, **kwargs):\n    sleep(1)\n    print(\"Computation in progress\")\n    return {\"now\": str(datetime.now())}\n\n\nfor i in range(5):\n    print(return_a_dict())\n```\n\n#### Example 4: Cache float number\n```python\n@cache.float(60)\ndef return_a_float(*args, **kwargs):\n    return random()\n\n\nfor i in range(5):\n    print(return_a_float())\n```\n\n#### Delete Cache\n```python\n# Delete cache by function and signature\ncache.delete_cache(return_a_float, 2, b=3) \n# Delete cache by function\ncache.delete_cache(return_a_float)\n# Delete all caches\ncache.delete_cache()\n```\n\n",
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        "name": "redis-decorator",
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        "summary": "Using redis as external redis_dec by one line of code",
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