{"id":45645,"date":"2024-12-01T09:12:49","date_gmt":"2024-12-01T01:12:49","guid":{"rendered":"https:\/\/fwq.ai\/blog\/45645\/"},"modified":"2024-12-01T09:12:49","modified_gmt":"2024-12-01T01:12:49","slug":"%e4%bd%bf%e7%94%a8python%e5%92%8credis%e6%9e%84%e5%bb%ba%e7%94%a8%e6%88%b7%e8%a1%8c%e4%b8%ba%e5%88%86%e6%9e%90%e7%b3%bb%e7%bb%9f%ef%bc%9a%e5%a6%82%e4%bd%95%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%e5%a4%a7","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/45645\/","title":{"rendered":"\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e"},"content":{"rendered":"<p><b><\/b> <\/p>\n<h1>\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e<\/h1>\n<p><span style=\"cursor: pointer\"><i><\/i>\u6536\u85cf<\/span> <\/p>\n<p>\u201c\u7eb5\u6709\u75be\u98ce\u6765\uff0c\u4eba\u751f\u4e0d\u8a00\u5f03\u201d\uff0c\u8fd9\u53e5\u8bdd\u9001\u7ed9\u6b63\u5728\u5b66\u4e60<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u6570\u636e\u5e93<\/span>\u7684\u670b\u53cb\u4eec\uff0c\u4e5f\u5e0c\u671b\u5728\u9605\u8bfb\u672c\u6587<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u300a\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e\u300b<\/span>\u540e\uff0c\u80fd\u591f\u771f\u7684\u5e2e\u52a9\u5230\u5927\u5bb6\u3002\u6211\u4e5f\u4f1a\u5728\u540e\u7eed\u7684\u6587\u7ae0\u4e2d\uff0c\u9646\u7eed\u66f4\u65b0<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u6570\u636e\u5e93<\/span>\u76f8\u5173\u7684\u6280\u672f\u6587\u7ae0\uff0c\u6709\u597d\u7684\u5efa\u8bae\u6b22\u8fce\u5927\u5bb6\u5728\u8bc4\u8bba\u7559\u8a00\uff0c\u975e\u5e38\u611f\u8c22\uff01<\/p>\n<p>\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e<\/p>\n<p>\u6982\u8ff0\uff1a<br \/>\u968f\u7740\u4e92\u8054\u7f51\u7684\u53d1\u5c55\uff0c\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\u88ab\u4e0d\u65ad\u4ea7\u751f\u548c\u79ef\u7d2f\u3002\u8fd9\u4e9b\u6570\u636e\u5305\u542b\u7740\u5b9d\u8d35\u7684\u4fe1\u606f\uff0c\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u4e86\u89e3\u7528\u6237\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u4f18\u5316\u4ea7\u54c1\u548c\u670d\u52a1\u3002\u4e3a\u4e86\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u6784\u5efa\u4e00\u4e2a\u9ad8\u6548\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Python\u548cRedis\u6765\u642d\u5efa\u4e00\u4e2a\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u3002<\/p>\n<ol>\n<li>\n<p>\u51c6\u5907\u5de5\u4f5c<br \/>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5Python\u548cRedis\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\uff1a<\/p>\n<pre>pip install redis<\/pre>\n<p>\u540c\u65f6\uff0c\u786e\u4fdd\u4f60\u7684\u673a\u5668\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86Redis\u6570\u636e\u5e93\uff0c\u5e76\u4e14\u5df2\u7ecf\u542f\u52a8\u3002<\/p>\n<\/li>\n<li>\u6570\u636e\u6536\u96c6\u4e0e\u5b58\u50a8<br \/>\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7684\u7b2c\u4e00\u6b65\u662f\u6536\u96c6\u548c\u5b58\u50a8\u6570\u636e\u3002\u5728\u672c\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7ad9\u4f5c\u4e3a\u793a\u4f8b\uff0c\u5047\u8bbe\u7528\u6237\u884c\u4e3a\u6570\u636e\u4ee5json\u683c\u5f0f\u53d1\u9001\u7ed9\u6211\u4eec\u7684\u7cfb\u7edf\uff0c\u7136\u540e\u5c06\u5176\u5b58\u50a8\u5728Redis\u6570\u636e\u5e93\u4e2d\u3002<\/li>\n<\/ol>\n<p>Python\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<pre>import redis\nimport json\n\nr = redis.Redis(host='localhost', port=6379, db=0)\n\ndef collect_data(data):\n    # \u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u6570\u636e\u5e93\u4e2d\uff0c\u5047\u8bbe\u6570\u636e\u683c\u5f0f\u4e3a{'user_id': 1, 'action': 'click'}\n    r.lpush('user_behavior', json.dumps(data))\n\n# \u6a21\u62df\u6536\u96c6\u5230\u7684\u7528\u6237\u884c\u4e3a\u6570\u636e\ndata1 = {'user_id': 1, 'action': 'click'}\ndata2 = {'user_id': 2, 'action': 'scroll'}\ndata3 = {'user_id': 3, 'action': 'click'}\n\ncollect_data(data1)\ncollect_data(data2)\ncollect_data(data3)<\/pre>\n<p>\u4ee5\u4e0a\u4ee3\u7801\u5c06\u7528\u6237\u884c\u4e3a\u6570\u636e\u5b58\u50a8\u5728\u540d\u4e3a&#8217;user_behavior&#8217;\u7684\u5217\u8868\u4e2d\uff0c\u6bcf\u6536\u96c6\u5230\u4e00\u6761\u6570\u636e\uff0c\u90fd\u5c06\u5176\u63d2\u5165\u5230\u5217\u8868\u7684\u6700\u5de6\u4fa7\u3002<\/p>\n<ol>\n<li>\u5b9e\u65f6\u5904\u7406\u7528\u6237\u884c\u4e3a\u6570\u636e<br \/>\u7528\u6237\u884c\u4e3a\u6570\u636e\u5b58\u50a8\u5728Redis\u6570\u636e\u5e93\u4e2d\u540e\uff0c\u6211\u4eec\u9700\u8981\u5b9e\u65f6\u5730\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u4ee5\u83b7\u53d6\u6709\u7528\u7684\u4fe1\u606f\u3002\u5728\u672c\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u901a\u8fc7\u7edf\u8ba1\u6bcf\u4e2a\u7528\u6237\u7684\u70b9\u51fb\u6b21\u6570\u6765\u5c55\u793a\u5982\u4f55\u5904\u7406\u6570\u636e\u3002<\/li>\n<\/ol>\n<p>Python\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<pre>def process_data():\n    while True:\n        # \u4eceRedis\u6570\u636e\u5e93\u4e2d\u83b7\u53d6\u7528\u6237\u884c\u4e3a\u6570\u636e\n        data = r.rpop('user_behavior')\n        if data:\n            # \u89e3\u6790json\u683c\u5f0f\u6570\u636e\n            data = json.loads(data)\n            user_id = data['user_id']\n            action = data['action']\n\n            # \u7edf\u8ba1\u6bcf\u4e2a\u7528\u6237\u7684\u70b9\u51fb\u6b21\u6570\uff0c\u5e76\u6253\u5370\u7ed3\u679c\n            click_count = r.get('click_count_{}'.format(user_id))\n            if not click_count:\n                click_count = 0\n\n            if action == 'click':\n                click_count += 1\n\n            r.set('click_count_{}'.format(user_id), click_count)\n            print('User {} has clicked {} times.'.format(user_id, click_count))\n\nprocess_data()<\/pre>\n<p>\u4ee5\u4e0a\u4ee3\u7801\u4f7f\u7528\u4e86\u4e00\u4e2a\u65e0\u9650\u5faa\u73af\u6765\u83b7\u53d6\u5b58\u50a8\u5728Redis\u4e2d\u7684\u7528\u6237\u884c\u4e3a\u6570\u636e\u3002\u6bcf\u5f53\u6709\u65b0\u7684\u6570\u636e\u51fa\u73b0\u65f6\uff0c\u6211\u4eec\u5c06\u5176\u89e3\u6790\u5e76\u7d2f\u52a0\u5230\u76f8\u5e94\u7528\u6237\u7684\u70b9\u51fb\u6b21\u6570\u4e2d\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u5b58\u50a8\u5728Redis\u4e2d\uff0c\u5e76\u6253\u5370\u51fa\u6765\u3002<\/p>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\u793a\u4f8b\uff0c\u6211\u4eec\u5df2\u7ecf\u6210\u529f\u5730\u642d\u5efa\u4e86\u4e00\u4e2a\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u3002\u8fd9\u4e2a\u7cfb\u7edf\u80fd\u591f\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5904\u7406\u7528\u6237\u884c\u4e3a\u6570\u636e\uff0c\u5e76\u4ece\u4e2d\u83b7\u53d6\u6709\u7528\u7684\u4fe1\u606f\u3002\u9664\u4e86\u7edf\u8ba1\u7528\u6237\u7684\u70b9\u51fb\u6b21\u6570\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u6839\u636e\u9700\u8981\u5bf9\u5176\u4ed6\u884c\u4e3a\u8fdb\u884c\u5206\u6790\uff0c\u5982\u6eda\u52a8\u3001\u8d2d\u4e70\u7b49\u3002<\/p>\n<p>\u603b\u7ed3\uff1a<br \/>\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u4e00\u4e2a\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u3002\u901a\u8fc7\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5904\u7406\u7528\u6237\u884c\u4e3a\u6570\u636e\uff0c\u6211\u4eec\u80fd\u591f\u4ece\u4e2d\u83b7\u53d6\u6709\u7528\u7684\u4fe1\u606f\uff0c\u4e86\u89e3\u7528\u6237\u884c\u4e3a\u6a21\u5f0f\uff0c\u4f18\u5316\u4ea7\u54c1\u548c\u670d\u52a1\u3002\u5f53\u7136\uff0c\u8fd9\u53ea\u662f\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7684\u4e00\u5c0f\u90e8\u5206\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u4e00\u6b65\u6269\u5c55\u548c\u4f18\u5316\u3002<\/p>\n<p>\u4ee3\u7801\u793a\u4f8b\u4e2d\u7684\u529f\u80fd\u8f83\u4e3a\u7b80\u5355\uff0c\u4f46\u5b83\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8d77\u70b9\uff0c\u5e2e\u52a9\u60a8\u6784\u5efa\u66f4\u590d\u6742\u548c\u5b9e\u9645\u5e94\u7528\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u3002\u5e0c\u671b\u672c\u6587\u7684\u5185\u5bb9\u5bf9\u60a8\u6709\u6240\u542f\u53d1\uff0c\u80fd\u591f\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u5229\u7528\u5927\u6570\u636e\u8fdb\u884c\u7528\u6237\u884c\u4e3a\u5206\u6790\u3002<\/p>\n<p>\u4eca\u5929\u5173\u4e8e\u300a\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e\u300b\u7684\u5185\u5bb9\u4ecb\u7ecd\u5c31\u5230\u6b64\u7ed3\u675f\uff0c\u5982\u679c\u6709\u4ec0\u4e48\u7591\u95ee\u6216\u8005\u5efa\u8bae\uff0c\u53ef\u4ee5\u5728golang\u5b66\u4e60\u7f51\u516c\u4f17\u53f7\u4e0b\u591a\u591a\u56de\u590d\u4ea4\u6d41\uff1b\u6587\u4e2d\u82e5\u6709\u4e0d\u6b63\u4e4b\u5904\uff0c\u4e5f\u5e0c\u671b\u56de\u590d\u7559\u8a00\u4ee5\u544a\u77e5\uff01<\/p>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   \u5229\u7528Python\u548cRedis\u5b9e\u73b0Web\u5e94\u7528\u7684\u7f13\u5b58\u65b9\u6848\n <\/dd>\n<\/dl>\n<dl>\n<dt>\n <\/dt>\n<dd>\n   Redis\u4e0eNode.js\u7684\u96c6\u7fa4\u65b9\u6848\uff1a\u5982\u4f55\u5b9e\u73b0\u9ad8\u53ef\u7528\u6027\n <\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Python\u548cRedis\u6784\u5efa\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\uff1a\u5982\u4f55\u5b9e\u65f6\u5904\u7406\u5927\u6570\u636e \u6536\u85cf 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install redis \u540c\u65f6\uff0c\u786e\u4fdd\u4f60\u7684\u673a\u5668\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86Redis\u6570\u636e\u5e93\uff0c\u5e76\u4e14\u5df2\u7ecf\u542f\u52a8\u3002 \u6570\u636e\u6536\u96c6\u4e0e\u5b58\u50a8\u7528\u6237\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7684\u7b2c\u4e00\u6b65\u662f\u6536\u96c6\u548c\u5b58\u50a8\u6570\u636e\u3002\u5728\u672c\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7ad9\u4f5c\u4e3a\u793a\u4f8b\uff0c\u5047\u8bbe\u7528\u6237\u884c\u4e3a\u6570\u636e\u4ee5json\u683c\u5f0f\u53d1\u9001\u7ed9\u6211\u4eec\u7684\u7cfb\u7edf\uff0c\u7136\u540e\u5c06\u5176\u5b58\u50a8\u5728Redis\u6570\u636e\u5e93\u4e2d\u3002 Python\u4ee3\u7801\u793a\u4f8b\uff1a import redis import json r = redis.Redis(host=&#8217;localhost&#8217;, port=6379, db=0) def collect_data(data): # \u5c06\u6570\u636e\u5b58\u50a8\u5230Redis\u6570\u636e\u5e93\u4e2d\uff0c\u5047\u8bbe\u6570\u636e\u683c\u5f0f\u4e3a{&#8216;user_id&#8217;: 1, &#8216;action&#8217;: &#8216;click&#8217;} r.lpush(&#8216;user_behavior&#8217;, json.dumps(data)) # \u6a21\u62df\u6536\u96c6\u5230\u7684\u7528\u6237\u884c\u4e3a\u6570\u636e data1 = {&#8216;user_id&#8217;: 1, &#8216;action&#8217;: &#8216;click&#8217;} data2 = {&#8216;user_id&#8217;: 2, &#8216;action&#8217;: &#8216;scroll&#8217;} data3 = {&#8216;user_id&#8217;: 3, &#8216;action&#8217;: &#8216;click&#8217;} collect_data(data1) collect_data(data2) collect_data(data3) \u4ee5\u4e0a\u4ee3\u7801\u5c06\u7528\u6237\u884c\u4e3a\u6570\u636e\u5b58\u50a8\u5728\u540d\u4e3a&#8217;user_behavior&#8217;\u7684\u5217\u8868\u4e2d\uff0c\u6bcf\u6536\u96c6\u5230\u4e00\u6761\u6570\u636e\uff0c\u90fd\u5c06\u5176\u63d2\u5165\u5230\u5217\u8868\u7684\u6700\u5de6\u4fa7\u3002 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