{"id":123975,"date":"2026-11-08T15:33:14","date_gmt":"2026-11-08T07:33:14","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/123975.html"},"modified":"2026-11-08T15:33:14","modified_gmt":"2026-11-08T07:33:14","slug":"100%e4%bb%b6%e5%ba%93%e5%ad%98%e5%8d%96%e5%87%ba%e5%8e%bb130%e4%bb%b6%ef%bc%9aflask%e7%a7%92%e6%9d%80redis%e9%a2%84%e6%89%a3%e5%ba%93%e5%ad%98%e5%8a%a0lua%e5%8e%9f%e5%ad%90%e6%89%a3%e5%87%8f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/123975.html","title":{"rendered":"100\u4ef6\u5e93\u5b58\u5356\u51fa\u53bb130\u4ef6\uff1aFlask\u79d2\u6740Redis\u9884\u6263\u5e93\u5b58\u52a0Lua\u539f\u5b50\u6263\u51cf"},"content":{"rendered":"<p>\u26a0\ufe0f \u514d\u8d23\u58f0\u660e&#xff1a;\u672c\u6587\u9879\u76ee\u4ec5\u4f9b\u6280\u672f\u5b66\u4e60\u53c2\u8003&#xff0c;\u4e25\u7981\u76f4\u63a5\u4f5c\u4e3a\u6bd5\u4e1a\u8bbe\u8ba1\u6216\u8bfe\u7a0b\u4f5c\u4e1a\u63d0\u4ea4&#xff0c;\u66f4\u4e0d\u5f97\u7528\u4e8e\u4efb\u4f55\u672a\u6388\u6743\u7684\u771f\u5b9e\u7cfb\u7edf\u6d4b\u8bd5\u3002\u6240\u6709\u6f14\u793a\u5747\u5728\u672c\u4eba\u672c\u5730\u9879\u76ee\u4e0a\u8fdb\u884c\u3002\u5b66\u672f\u8bda\u4fe1\u3001\u5408\u6cd5\u5408\u89c4\u4ece\u6211\u505a\u8d77 &#x1f642;<\/p>\n<hr \/>\n<h3>\u5148\u8bf4\u7ed3\u8bba<\/h3>\n<p>\u6bd5\u8bbe\u60f3\u52a0\u5206&#xff0c;\u52a0\u4e2a\u79d2\u6740\u6700\u5212\u7b97\u3002\u8001\u5e08\u4e00\u773c\u5c31\u80fd\u770b\u51fa\u4f60\u78b0\u8fc7\u9ad8\u5e76\u53d1\u3002<\/p>\n<p>\u53ef\u5b83\u4e5f\u662f\u7ffb\u8f66\u6700\u72e0\u7684\u5730\u65b9\u3002\u6211\u7b2c\u4e00\u6b21\u538b\u6d4b&#xff0c;100 \u4ef6\u5e93\u5b58\u5356\u51fa 130 \u4ef6\u3002\u90a3\u591a\u51fa\u6765\u7684 30 \u5355&#xff0c;\u4e0d\u662f\u53d1\u8d27\u8d54\u94b1&#xff0c;\u5c31\u662f\u9000\u6b3e\u6328\u9a82\u3002<\/p>\n<p>\u539f\u56e0\u7279\u522b\u571f&#xff1a;\u6211\u5148\u67e5\u5e93\u5b58&#xff0c;\u518d\u6263\u5e93\u5b58&#xff0c;\u4e2d\u95f4\u9694\u4e86\u51e0\u6beb\u79d2\u3002\u5e76\u53d1\u4e00\u8d77\u6765&#xff0c;10 \u4e2a\u8bf7\u6c42\u540c\u65f6\u770b\u5230&#034;\u8fd8\u5269 1 \u4ef6&#034;&#xff0c;10 \u4e2a\u4eba\u5168\u6263\u6210\u529f\u3002<\/p>\n<p>\u8fd9\u7bc7\u6211\u6309\u5b9e\u9645\u8e29\u5751\u7684\u987a\u5e8f\u5199\u2014\u2014\u5148\u8ba9\u8d85\u5356\u73b0\u5f62&#xff0c;\u518d\u4e00\u5c42\u5c42\u5f80\u4e0a\u52a0\u65b9\u6848&#xff0c;\u6700\u540e\u8bb2\u5e93\u5b58\u600e\u4e48\u5bf9\u8d26\u3002\u4ee3\u7801\u53ef\u4ee5\u76f4\u63a5\u6284\u8fdb\u4f60\u7684\u9879\u76ee\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u5148\u8ba9\u95ee\u9898\u66b4\u9732\u51fa\u6765<\/h3>\n<p>\u4e0d\u538b\u6d4b&#xff0c;\u4f60\u6c38\u8fdc\u4e0d\u77e5\u9053\u81ea\u5df1\u591a\u8106\u3002\u6211\u7528\u7684\u5c31\u662f\u6700\u571f\u7684 ab&#xff1a;<\/p>\n<p><span class=\"token comment\"># 200 \u5e76\u53d1&#xff0c;\u603b\u5171 1000 \u6b21\u8bf7\u6c42<\/span><br \/>\nab <span class=\"token parameter variable\">-n<\/span> <span class=\"token number\">1000<\/span> <span class=\"token parameter variable\">-c<\/span> <span class=\"token number\">200<\/span> http:\/\/127.0.0.1:5000\/seckill\/1<\/p>\n<p>\u7b2c\u4e00\u7248\u4ee3\u7801\u957f\u8fd9\u6837&#xff1a;<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/seckill\/&lt;int:goods_id&gt;&#039;<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token decorator annotation punctuation\">&#064;login_required<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">seckill<\/span><span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    goods <span class=\"token operator\">&#061;<\/span> Goods<span class=\"token punctuation\">.<\/span>query<span class=\"token punctuation\">.<\/span>get_or_404<span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u274c \u67e5<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> goods<span class=\"token punctuation\">.<\/span>stock <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u5df2\u552e\u7f44&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u274c \u4e2d\u95f4\u9694\u4e86\u4e00\u6bb5\u65f6\u95f4&#xff0c;\u522b\u4eba\u4e5f\u67e5\u5230\u4e86\u540c\u6837\u7684\u5e93\u5b58<\/span><br \/>\n    time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">0.001<\/span><span class=\"token punctuation\">)<\/span>   <span class=\"token comment\"># \u6a21\u62df\u4e1a\u52a1\u8017\u65f6&#xff0c;\u771f\u5b9e\u9879\u76ee\u91cc\u662f\u67e5\u4f18\u60e0\u5238\u3001\u7b97\u4ef7\u683c<\/span><\/p>\n<p>    <span class=\"token comment\"># \u274c \u6263<\/span><br \/>\n    goods<span class=\"token punctuation\">.<\/span>stock <span class=\"token operator\">-&#061;<\/span> <span class=\"token number\">1<\/span><br \/>\n    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    order <span class=\"token operator\">&#061;<\/span> OrderInfo<span class=\"token punctuation\">(<\/span>user_id<span class=\"token operator\">&#061;<\/span>current_user<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span><span class=\"token punctuation\">,<\/span> goods_id<span class=\"token operator\">&#061;<\/span>goods_id<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">)<\/span><br \/>\n    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8dd1\u5b8c\u4e00\u770b\u5e93&#xff1a;stock \u53d8 -30&#xff0c;\u8ba2\u5355\u8868\u8eba\u7740 130 \u6761\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u8d85\u5356\u3002 \u6839\u5b50\u4e0d\u5728\u4ee3\u7801\u5199\u9519&#xff0c;\u5728&#034;\u67e5&#034;\u548c&#034;\u6263&#034;\u662f\u4e24\u4ef6\u4e8b&#xff0c;\u4e2d\u95f4\u7559\u4e86\u4e2a\u7a97\u53e3&#xff0c;\u5e76\u53d1\u8bf7\u6c42\u5168\u4ece\u8fd9\u513f\u94bb\u8fdb\u6765\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u7b2c\u4e00\u5c42&#xff1a;\u628a\u5224\u65ad\u548c\u6263\u51cf\u585e\u8fdb\u4e00\u6761 SQL<\/h3>\n<p>\u6700\u7701\u4e8b\u7684\u4fee\u6cd5&#xff0c;\u662f\u8ba9\u6570\u636e\u5e93\u81ea\u5df1\u4fdd\u8bc1\u539f\u5b50\u6027&#xff1a;<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/seckill\/&lt;int:goods_id&gt;&#039;<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token decorator annotation punctuation\">&#064;login_required<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">seckill<\/span><span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u2705 \u5224\u65ad\u548c\u6263\u51cf\u5728\u540c\u4e00\u4e2a UPDATE \u91cc\u5b8c\u6210<\/span><br \/>\n    affected <span class=\"token operator\">&#061;<\/span> db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span><br \/>\n        text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;UPDATE goods SET stock &#061; stock &#8211; 1 WHERE id &#061; :gid AND stock &gt; 0&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;gid&#039;<\/span><span class=\"token punctuation\">:<\/span> goods_id<span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>rowcount<\/p>\n<p>    <span class=\"token keyword\">if<\/span> affected <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>rollback<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u5df2\u552e\u7f44&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u6263\u6210\u529f\u624d\u5efa\u8ba2\u5355<\/span><br \/>\n    order <span class=\"token operator\">&#061;<\/span> OrderInfo<span class=\"token punctuation\">(<\/span>user_id<span class=\"token operator\">&#061;<\/span>current_user<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span><span class=\"token punctuation\">,<\/span> goods_id<span class=\"token operator\">&#061;<\/span>goods_id<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">)<\/span><br \/>\n    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5173\u952e\u662f WHERE stock &gt; 0\u3002\u6570\u636e\u5e93\u6267\u884c UPDATE \u65f6\u4f1a\u7ed9\u8fd9\u4e00\u884c\u52a0\u9501&#xff0c;\u540e\u9762\u7684\u8bf7\u6c42\u5f97\u7b49\u524d\u4e00\u4e2a\u63d0\u4ea4\u5b8c\u624d\u80fd\u8bfb&#xff0c;\u8bfb\u5230\u7684\u5c31\u662f\u6263\u8fc7\u4e4b\u540e\u7684\u5e93\u5b58\u3002rowcount \u662f 0&#xff0c;\u8bf4\u660e\u6ca1\u6263\u5230&#xff0c;\u76f4\u63a5\u8fd4\u56de\u552e\u7f44\u3002<\/p>\n<p>\u518d\u538b\u4e00\u6b21&#xff1a;\u5e93\u5b58 0&#xff0c;\u8ba2\u5355 100 \u6761\u3002 \u8d85\u5356\u6ca1\u4e86\u3002<\/p>\n<p>\u7b54\u8fa9\u53ef\u4ee5\u8fd9\u4e48\u8bf4&#xff1a;\u628a&#034;\u8bfb-\u6539-\u5199&#034;\u4e09\u4e2a\u52a8\u4f5c\u538b\u6210\u4e00\u6761\u539f\u5b50\u8bed\u53e5&#xff0c;\u7528\u6570\u636e\u5e93\u7684\u884c\u9501\u4fdd\u8bc1\u4e92\u65a5&#xff0c;\u6d88\u6389\u68c0\u67e5\u4e0e\u6267\u884c\u4e4b\u95f4\u7684\u7ade\u6001\u7a97\u53e3\u3002<\/p>\n<p>\u4f46\u8fd9\u6761\u65b9\u6848\u6709\u4e2a\u786c\u4f24&#xff1a;\u6240\u6709\u8bf7\u6c42\u90fd\u6253\u5728\u6570\u636e\u5e93\u4e0a\u3002200 \u5e76\u53d1\u7684\u65f6\u5019 MySQL \u8fde\u63a5\u6c60\u76f4\u63a5\u6253\u6ee1&#xff0c;\u54cd\u5e94\u65f6\u95f4\u4ece 20ms \u98d9\u5230 3 \u79d2\u3002\u5e93\u5b58\u662f\u51c6\u4e86&#xff0c;\u670d\u52a1\u4e5f\u5feb\u6302\u4e86\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001\u7b2c\u4e8c\u5c42&#xff1a;\u628a\u5e93\u5b58\u642c\u5230 Redis<\/h3>\n<p>\u79d2\u6740\u662f\u5178\u578b\u7684\u8bfb\u591a\u5199\u5c11\u3001\u77ac\u65f6\u9ad8\u5e76\u53d1\u3002\u8fd9\u79cd\u6d3b\u6570\u636e\u5e93\u5e72\u4e0d\u597d&#xff0c;Redis \u5728\u884c\u3002<\/p>\n<p>\u601d\u8def\u5c31\u4e00\u53e5&#xff1a;\u6d3b\u52a8\u5f00\u59cb\u524d\u628a\u5e93\u5b58\u9884\u70ed\u8fdb Redis&#xff0c;\u8bf7\u6c42\u6765\u4e86\u5148\u5728 Redis \u91cc\u6263&#xff0c;\u6263\u6210\u529f\u518d\u5f02\u6b65\u843d\u5e93\u3002\u6570\u636e\u5e93\u4ece&#034;\u6bcf\u79d2\u51e0\u767e\u6b21&#034;\u6389\u5230&#034;\u6bcf\u79d2\u51e0\u5341\u6b21&#034;\u3002<\/p>\n<h4>\u9884\u70ed<\/h4>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">preload_stock<\/span><span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6d3b\u52a8\u5f00\u59cb\u524d\u8c03\u7528&#xff0c;\u628a\u6570\u636e\u5e93\u5e93\u5b58\u5199\u8fdb Redis&#034;&#034;&#034;<\/span><br \/>\n    goods <span class=\"token operator\">&#061;<\/span> Goods<span class=\"token punctuation\">.<\/span>query<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> goods<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">False<\/span><br \/>\n    redis_client<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span> goods<span class=\"token punctuation\">.<\/span>stock<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\"># \u7528\u6237\u96c6\u5408&#xff0c;\u7528\u6765\u9632\u91cd\u590d\u4e0b\u5355&#xff0c;\u6d3b\u52a8\u7ed3\u675f\u8bb0\u5f97\u5220<\/span><br \/>\n    redis_client<span class=\"token punctuation\">.<\/span>delete<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><\/p>\n<h4>\u4f46\u53ea\u7528 Redis \u4e5f\u4e0d\u5b89\u5168<\/h4>\n<p>\u5f88\u591a\u4eba\u89c9\u5f97&#034;Redis \u662f\u5355\u7ebf\u7a0b\u7684&#xff0c;\u600e\u4e48\u4f1a\u8d85\u5356&#034;&#xff0c;\u7136\u540e\u5199\u51fa\u8fd9\u6837\u7684\u4ee3\u7801&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u274c \u8fd9\u6837\u5199\u7167\u6837\u8d85\u5356<\/span><br \/>\nstock <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>redis_client<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>gid<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">if<\/span> stock <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#039;\u552e\u7f44&#039;<\/span><br \/>\nredis_client<span class=\"token punctuation\">.<\/span>decr<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>gid<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>Redis \u5355\u7ebf\u7a0b&#xff0c;\u8bf4\u7684\u662f&#034;\u5355\u6761\u547d\u4ee4&#034;\u539f\u5b50\u6267\u884c&#xff0c;\u4e0d\u662f&#034;\u591a\u6761\u547d\u4ee4&#034;\u6574\u4f53\u539f\u5b50\u3002 GET \u548c DECR \u4e4b\u95f4&#xff0c;\u5176\u4ed6\u5ba2\u6237\u7aef\u7684\u547d\u4ee4\u7167\u6837\u80fd\u63d2\u8fdb\u6765\u3002\u6240\u4ee5\u8fd9\u6761\u770b\u7740\u6ca1\u6bdb\u75c5\u7684\u4ee3\u7801&#xff0c;\u538b\u6d4b\u7167\u6837\u8d85\u5356\u3002<\/p>\n<hr \/>\n<h3>\u56db\u3001\u7b2c\u4e09\u5c42&#xff1a;Lua \u811a\u672c&#xff0c;\u628a\u591a\u6b65\u538b\u6210\u4e00\u6b65<\/h3>\n<p>Redis \u8dd1 Lua \u811a\u672c\u65f6&#xff0c;\u6574\u4e2a\u811a\u672c\u88ab\u5f53\u6210\u4e00\u4e2a\u6574\u4f53\u6267\u884c&#xff0c;\u4e2d\u95f4\u63d2\u4e0d\u8fdb\u5176\u4ed6\u5ba2\u6237\u7aef\u7684\u4efb\u4f55\u547d\u4ee4\u3002\u8fd9\u6b63\u662f\u6211\u4eec\u8981\u7684\u539f\u5b50\u6027\u3002<\/p>\n<p>\u987a\u624b\u628a&#034;\u9632\u91cd\u590d\u4e0b\u5355&#034;\u4e5f\u585e\u4e86\u8fdb\u53bb\u3002<\/p>\n<h4>\u811a\u672c<\/h4>\n<p>\u65b0\u5efa lua\/seckill.lua&#xff1a;<\/p>\n<p><span class=\"token comment\">&#8212; KEYS[1] &#061; \u5e93\u5b58 key<\/span><br \/>\n<span class=\"token comment\">&#8212; KEYS[2] &#061; \u5df2\u8d2d\u7528\u6237\u96c6\u5408 key<\/span><br \/>\n<span class=\"token comment\">&#8212; ARGV[1] &#061; \u5f53\u524d\u7528\u6237 ID<\/span><\/p>\n<p><span class=\"token keyword\">local<\/span> stock_key <span class=\"token operator\">&#061;<\/span> KEYS<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token keyword\">local<\/span> user_key  <span class=\"token operator\">&#061;<\/span> KEYS<span class=\"token punctuation\">[<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token keyword\">local<\/span> user_id   <span class=\"token operator\">&#061;<\/span> ARGV<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\">&#8212; 1. \u5df2\u7ecf\u4e70\u8fc7\u5c31\u76f4\u63a5\u62d2\u7edd<\/span><br \/>\n<span class=\"token keyword\">if<\/span> redis<span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;SISMEMBER&#039;<\/span><span class=\"token punctuation\">,<\/span> user_key<span class=\"token punctuation\">,<\/span> user_id<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">1<\/span> <span class=\"token keyword\">then<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">2<\/span><br \/>\n<span class=\"token keyword\">end<\/span><\/p>\n<p><span class=\"token comment\">&#8212; 2. \u5e93\u5b58\u4e0d\u8db3<\/span><br \/>\n<span class=\"token keyword\">local<\/span> stock <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">tonumber<\/span><span class=\"token punctuation\">(<\/span>redis<span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;GET&#039;<\/span><span class=\"token punctuation\">,<\/span> stock_key<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;0&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">if<\/span> stock <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">then<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><br \/>\n<span class=\"token keyword\">end<\/span><\/p>\n<p><span class=\"token comment\">&#8212; 3. \u539f\u5b50\u6263\u51cf &#043; \u8bb0\u5f55\u7528\u6237<\/span><br \/>\nredis<span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;DECR&#039;<\/span><span class=\"token punctuation\">,<\/span> stock_key<span class=\"token punctuation\">)<\/span><br \/>\nredis<span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;SADD&#039;<\/span><span class=\"token punctuation\">,<\/span> user_key<span class=\"token punctuation\">,<\/span> user_id<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">return<\/span> stock <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><\/p>\n<p>\u811a\u672c\u8fd4\u56de\u4e09\u4e2a\u503c&#xff0c;\u8c03\u7528\u65b9\u597d\u5224\u65ad&#xff1a;<\/p>\n<ul>\n<li>&gt;&#061; 0&#xff1a;\u6210\u529f&#xff0c;\u8fd4\u56de\u5269\u4f59\u5e93\u5b58<\/li>\n<li>-1&#xff1a;\u552e\u7f44<\/li>\n<li>-2&#xff1a;\u91cd\u590d\u4e0b\u5355<\/li>\n<\/ul>\n<h4>Python \u8c03\u7528<\/h4>\n<p><span class=\"token keyword\">import<\/span> redis<br \/>\n<span class=\"token keyword\">from<\/span> flask <span class=\"token keyword\">import<\/span> current_app<\/p>\n<p><span class=\"token comment\"># \u5168\u5c40\u53ea\u6ce8\u518c\u4e00\u6b21&#xff0c;\u522b\u6bcf\u6b21\u8bf7\u6c42\u90fd\u8bfb\u6587\u4ef6<\/span><br \/>\n_seckill_script <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_seckill_script<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">global<\/span> _seckill_script<br \/>\n    <span class=\"token keyword\">if<\/span> _seckill_script <span class=\"token keyword\">is<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;lua\/seckill.lua&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;r&#039;<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span><br \/>\n            _seckill_script <span class=\"token operator\">&#061;<\/span> current_app<span class=\"token punctuation\">.<\/span>redis<span class=\"token punctuation\">.<\/span>register_script<span class=\"token punctuation\">(<\/span>f<span class=\"token punctuation\">.<\/span>read<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> _seckill_script<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/seckill\/&lt;int:goods_id&gt;&#039;<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token decorator annotation punctuation\">&#064;login_required<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">seckill<\/span><span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    script <span class=\"token operator\">&#061;<\/span> get_seckill_script<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    result <span class=\"token operator\">&#061;<\/span> script<span class=\"token punctuation\">(<\/span><br \/>\n        keys<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        args<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span>current_user<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> result <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u5df2\u552e\u7f44&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> result <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u6bcf\u4eba\u9650\u8d2d\u4e00\u4ef6&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># Redis \u6263\u6210\u529f&#xff0c;\u5f02\u6b65\u843d\u5e93<\/span><br \/>\n    push_order_task<span class=\"token punctuation\">(<\/span>current_user<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span><span class=\"token punctuation\">,<\/span> goods_id<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;code&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u62a2\u8d2d\u6210\u529f&#xff0c;\u6b63\u5728\u751f\u6210\u8ba2\u5355&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">push_order_task<\/span><span class=\"token punctuation\">(<\/span>user_id<span class=\"token punctuation\">,<\/span> goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u628a\u4e0b\u5355\u4efb\u52a1\u4e22\u8fdb\u961f\u5217&#xff0c;\u7531\u540e\u53f0 worker \u6d88\u8d39&#034;&#034;&#034;<\/span><br \/>\n    current_app<span class=\"token punctuation\">.<\/span>task_queue<span class=\"token punctuation\">.<\/span>put<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#039;user_id&#039;<\/span><span class=\"token punctuation\">:<\/span> user_id<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;goods_id&#039;<\/span><span class=\"token punctuation\">:<\/span> goods_id<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;ts&#039;<\/span><span class=\"token punctuation\">:<\/span> time<span class=\"token punctuation\">.<\/span>time<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>register_script \u4f1a\u628a\u811a\u672c\u5185\u5bb9\u7b97\u6210 SHA1&#xff0c;\u4e4b\u540e\u6bcf\u6b21\u53ea\u53d1 EVALSHA&#xff0c;\u7701\u5e26\u5bbd\u4e5f\u66f4\u5feb\u3002\u8fd9\u662f redis-py \u81ea\u5e26\u7684\u4e8b&#xff0c;\u4e0d\u7528\u4f60\u64cd\u5fc3\u3002<\/p>\n<p>\u518d\u538b&#xff1a;\u5e93\u5b58 0&#xff0c;\u8ba2\u5355 100 \u6761&#xff0c;\u54cd\u5e94\u65f6\u95f4 30ms \u5de6\u53f3&#xff0c;\u6570\u636e\u5e93 QPS \u4ece 800 \u6389\u5230 40\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u7b2c\u56db\u5c42&#xff1a;\u5f02\u6b65\u843d\u5e93\u548c\u5e93\u5b58\u56de\u6eda<\/h3>\n<p>Redis \u6263\u6210\u529f\u53ea\u662f\u5360\u4e86\u4e2a\u4f4d&#xff0c;\u8ba2\u5355\u8fd8\u5f97\u771f\u5199\u8fdb\u6570\u636e\u5e93\u3002\u8fd9\u4e00\u6b65\u632a\u5230\u540e\u53f0&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u540e\u53f0 worker&#xff08;\u6bd5\u8bbe\u7528\u7ebf\u7a0b\u5c31\u591f&#xff0c;\u751f\u4ea7\u4e0a Celery \/ RQ&#xff09;<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">order_worker<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        task <span class=\"token operator\">&#061;<\/span> task_queue<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">with<\/span> app<span class=\"token punctuation\">.<\/span>app_context<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token comment\"># \u6570\u636e\u5e93\u5c42\u9762\u518d\u6263\u4e00\u6b21&#xff0c;\u4fdd\u8bc1\u4e24\u8fb9\u6700\u7ec8\u4e00\u81f4<\/span><br \/>\n                affected <span class=\"token operator\">&#061;<\/span> db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span><br \/>\n                    text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;UPDATE goods SET stock &#061; stock &#8211; 1 &#034;<\/span><br \/>\n                         <span class=\"token string\">&#034;WHERE id &#061; :gid AND stock &gt; 0&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;gid&#039;<\/span><span class=\"token punctuation\">:<\/span> task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;goods_id&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>rowcount<\/p>\n<p>                <span class=\"token keyword\">if<\/span> affected <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token comment\"># \u6570\u636e\u5e93\u5df2\u7ecf\u6ca1\u5e93\u5b58\u4e86&#xff0c;\u628a Redis \u7684\u540d\u989d\u8fd8\u56de\u53bb<\/span><br \/>\n                    redis_client<span class=\"token punctuation\">.<\/span>incr<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;goods_id&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    redis_client<span class=\"token punctuation\">.<\/span>srem<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;goods_id&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                      task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;user_id&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token keyword\">continue<\/span><\/p>\n<p>                order <span class=\"token operator\">&#061;<\/span> OrderInfo<span class=\"token punctuation\">(<\/span><br \/>\n                    user_id<span class=\"token operator\">&#061;<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;user_id&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    goods_id<span class=\"token operator\">&#061;<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;goods_id&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    status<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    expire_at<span class=\"token operator\">&#061;<\/span>datetime<span class=\"token punctuation\">.<\/span>now<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> timedelta<span class=\"token punctuation\">(<\/span>minutes<span class=\"token operator\">&#061;<\/span><span class=\"token number\">15<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><br \/>\n                db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">)<\/span><br \/>\n                db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            app<span class=\"token punctuation\">.<\/span>logger<span class=\"token punctuation\">.<\/span>error<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u843d\u5e93\u5931\u8d25: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># \u5931\u8d25\u8981\u8fd8\u540d\u989d&#xff0c;\u5426\u5219\u5e93\u5b58\u8d8a\u6263\u8d8a\u5c11<\/span><br \/>\n            redis_client<span class=\"token punctuation\">.<\/span>incr<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;goods_id&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            redis_client<span class=\"token punctuation\">.<\/span>srem<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;goods_id&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span><br \/>\n                              task<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;user_id&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">finally<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            task_queue<span class=\"token punctuation\">.<\/span>task_done<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u6709\u4ef6\u4e8b\u5e38\u88ab\u5fd8\u6389&#xff1a;\u62a2\u5230\u5374 15 \u5206\u949f\u6ca1\u4ed8\u6b3e&#xff0c;\u5e93\u5b58\u5f97\u8fd8\u56de\u53bb\u3002<\/p>\n<p>12 \u7bc7\u90a3\u4e2a\u5b9a\u65f6\u4efb\u52a1\u6b63\u597d\u80fd\u590d\u7528&#xff0c;\u53ea\u662f\u5728\u56de\u6eda\u6570\u636e\u5e93\u5e93\u5b58\u4e4b\u5916&#xff0c;\u591a\u8fd8\u4e00\u6b21 Redis&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">cancel_expired_orders<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    now <span class=\"token operator\">&#061;<\/span> datetime<span class=\"token punctuation\">.<\/span>now<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    expired <span class=\"token operator\">&#061;<\/span> OrderInfo<span class=\"token punctuation\">.<\/span>query<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">filter<\/span><span class=\"token punctuation\">(<\/span><br \/>\n        OrderInfo<span class=\"token punctuation\">.<\/span>status <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        OrderInfo<span class=\"token punctuation\">.<\/span>expire_at <span class=\"token operator\">&lt;<\/span> now<br \/>\n    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">all<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">for<\/span> order <span class=\"token keyword\">in<\/span> expired<span class=\"token punctuation\">:<\/span><br \/>\n        order<span class=\"token punctuation\">.<\/span>status <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">4<\/span><br \/>\n        db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span><br \/>\n            text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;UPDATE goods SET stock &#061; stock &#043; 1 WHERE id &#061; :gid&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;gid&#039;<\/span><span class=\"token punctuation\">:<\/span> order<span class=\"token punctuation\">.<\/span>goods_id<span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token comment\"># \u2705 \u5173\u952e&#xff1a;Redis \u7684\u540d\u989d\u4e5f\u8981\u8fd8<\/span><br \/>\n        redis_client<span class=\"token punctuation\">.<\/span>incr<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>order<span class=\"token punctuation\">.<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n        redis_client<span class=\"token punctuation\">.<\/span>srem<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>order<span class=\"token punctuation\">.<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span> order<span class=\"token punctuation\">.<\/span>user_id<span class=\"token punctuation\">)<\/span><\/p>\n<p>    db<span class=\"token punctuation\">.<\/span>session<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u53ea\u8fd8\u6570\u636e\u5e93\u4e0d\u8fd8 Redis&#xff0c;Redis \u91cc\u7684\u5e93\u5b58\u53ea\u4f1a\u8d8a\u8dd1\u8d8a\u5c11&#xff0c;\u6700\u540e\u660e\u660e\u6709\u8d27\u4e5f\u5356\u4e0d\u51fa\u53bb\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u4e0a\u7ebf\u524d\u4e00\u5b9a\u8981\u8dd1\u5bf9\u8d26<\/h3>\n<p>Redis \u548c MySQL \u662f\u4e24\u5957\u5b58\u50a8&#xff0c;\u5f02\u6b65\u5fc5\u7136\u6709\u5bf9\u4e0d\u9f50\u7684\u65f6\u5019\u3002\u6bd5\u8bbe\u53ef\u4ee5\u7b80\u5316&#xff0c;\u4f46\u5f97\u7559\u4e2a\u5bf9\u8d26\u7684\u53e3\u5b50&#xff1a;<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/admin\/seckill\/reconcile\/&lt;int:goods_id&gt;&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token decorator annotation punctuation\">&#064;admin_required<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">reconcile<\/span><span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    db_stock <span class=\"token operator\">&#061;<\/span> Goods<span class=\"token punctuation\">.<\/span>query<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>goods_id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>stock<br \/>\n    redis_stock <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>redis_client<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:stock:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    sold <span class=\"token operator\">&#061;<\/span> redis_client<span class=\"token punctuation\">.<\/span>scard<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;seckill:users:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>goods_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#039;db_stock&#039;<\/span><span class=\"token punctuation\">:<\/span> db_stock<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;redis_stock&#039;<\/span><span class=\"token punctuation\">:<\/span> redis_stock<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;sold&#039;<\/span><span class=\"token punctuation\">:<\/span> sold<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;diff&#039;<\/span><span class=\"token punctuation\">:<\/span> db_stock <span class=\"token operator\">&#8211;<\/span> redis_stock<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;ok&#039;<\/span><span class=\"token punctuation\">:<\/span> db_stock <span class=\"token operator\">&#061;&#061;<\/span> redis_stock<br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>diff \u4e0d\u662f 0&#xff0c;\u8bf4\u660e\u4e2d\u95f4\u6709\u843d\u5e93\u5931\u8d25\u6ca1\u8fd8\u540d\u989d&#xff0c;\u6216\u8005\u5b9a\u65f6\u4efb\u52a1\u6f0f\u8fd8\u4e86\u3002\u5e73\u65f6\u6302\u4e2a\u5b9a\u65f6\u4efb\u52a1\u8dd1\u4e00\u904d&#xff0c;\u6bd4\u51fa\u4e8b\u540e\u7ffb\u65e5\u5fd7\u5f3a\u3002<\/p>\n<hr \/>\n<h3>\u4e03\u3001\u8fd8\u6709\u4e24\u4e2a\u5bb9\u6613\u88ab\u8001\u5e08\u95ee\u5230\u7684\u70b9<\/h3>\n<p>\u5148\u8bf4\u9650\u6d41\u3002\u79d2\u6740\u63a5\u53e3\u4e0d\u9650\u6d41&#xff0c;\u4e00\u4e2a\u4eba\u5199\u4e2a\u5faa\u73af\u5c31\u80fd\u628a\u5e93\u5b58\u5168\u5360\u5149\u3002\u6700\u7701\u4e8b\u7684\u5199\u6cd5&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_rate_limit<\/span><span class=\"token punctuation\">(<\/span>user_id<span class=\"token punctuation\">,<\/span> limit<span class=\"token operator\">&#061;<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span> window<span class=\"token operator\">&#061;<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    key <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;rate:seckill:<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>user_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><br \/>\n    count <span class=\"token operator\">&#061;<\/span> redis_client<span class=\"token punctuation\">.<\/span>incr<span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> count <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        redis_client<span class=\"token punctuation\">.<\/span>expire<span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">,<\/span> window<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> count <span class=\"token operator\">&lt;&#061;<\/span> limit<\/p>\n<p>\u518d\u8bf4\u522b\u628a Redis \u5f53\u6210\u552f\u4e00\u771f\u76f8\u3002\u5e93\u5b58\u7684\u6743\u5a01\u6570\u636e\u6c38\u8fdc\u5728\u6570\u636e\u5e93&#xff0c;Redis \u53ea\u662f\u6321\u4f4f\u6d41\u91cf\u7684\u524d\u7f6e\u95f8\u95e8\u3002\u8fd9\u4e2a\u5b9a\u4f4d\u5f97\u8bb2\u660e\u767d\u2014\u2014\u7b54\u8fa9\u8001\u5e08\u95ee&#034;Redis \u6302\u4e86\u600e\u4e48\u529e&#034;&#xff0c;\u4f60\u6709\u7b54\u6848&#xff1a;\u964d\u7ea7\u56de\u6570\u636e\u5e93\u90a3\u6761 UPDATE &#8230; WHERE stock &gt; 0&#xff0c;\u6162&#xff0c;\u4f46\u4e0d\u8d85\u5356\u3002<\/p>\n<hr \/>\n<h3>\u7b54\u8fa9\u9ad8\u9891\u9898<\/h3>\n<h4>1. \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u5728\u6570\u636e\u5e93\u5c42\u505a\u9632\u8d85\u5356&#xff1f;<\/h4>\n<p>\u7b54&#xff1a;\u80fd\u9632\u4f4f\u8d85\u5356&#xff0c;\u4f46\u625b\u4e0d\u4f4f\u5e76\u53d1\u3002\u6240\u6709\u8bf7\u6c42\u90fd\u843d\u5728\u540c\u4e00\u884c\u4e0a\u4e89\u9501&#xff0c;\u8fde\u63a5\u6c60\u5f88\u5feb\u6253\u6ee1&#xff0c;\u54cd\u5e94\u65f6\u95f4\u4ece\u6beb\u79d2\u7ea7\u6da8\u5230\u79d2\u7ea7\u3002\u79d2\u6740\u7684\u6838\u5fc3\u77db\u76fe\u662f\u77ac\u65f6\u6d41\u91cf\u8fdc\u5927\u4e8e\u6570\u636e\u5e93\u7684\u5904\u7406\u80fd\u529b&#xff0c;\u6240\u4ee5\u8981\u5728\u6570\u636e\u5e93\u524d\u9762\u52a0\u4e00\u5c42 Redis \u6321\u6d41\u91cf\u3002<\/p>\n<h4>2. Redis \u662f\u5355\u7ebf\u7a0b\u7684&#xff0c;\u4e3a\u4ec0\u4e48\u8fd8\u4f1a\u8d85\u5356&#xff1f;<\/h4>\n<p>\u7b54&#xff1a;\u5355\u7ebf\u7a0b\u4fdd\u8bc1\u7684\u662f\u5355\u6761\u547d\u4ee4\u539f\u5b50\u6267\u884c&#xff0c;\u4e0d\u662f\u591a\u6761\u547d\u4ee4\u6574\u4f53\u539f\u5b50\u3002GET \u5224\u65ad\u5e93\u5b58\u548c DECR \u6263\u51cf\u662f\u4e24\u6761\u547d\u4ee4&#xff0c;\u4e2d\u95f4\u5176\u4ed6\u5ba2\u6237\u7aef\u7684\u547d\u4ee4\u53ef\u4ee5\u63d2\u8fdb\u6765&#xff0c;\u4e24\u4e2a\u8bf7\u6c42\u90fd\u8bfb\u5230&#034;\u8fd8\u5269 1 \u4ef6&#034;\u5c31\u4f1a\u90fd\u6263\u6210\u529f\u3002\u7528 Lua \u811a\u672c\u6216\u8005 DECR \u4e4b\u540e\u5224\u65ad\u8fd4\u56de\u503c\u624d\u80fd\u89e3\u51b3\u3002<\/p>\n<h4>3. Lua \u811a\u672c\u4e3a\u4ec0\u4e48\u80fd\u4fdd\u8bc1\u539f\u5b50\u6027&#xff1f;<\/h4>\n<p>\u7b54&#xff1a;Redis \u6267\u884c\u811a\u672c\u65f6\u4f1a\u628a\u6574\u4e2a\u811a\u672c\u5f53\u6210\u4e00\u4e2a\u4e0d\u53ef\u5206\u5272\u7684\u64cd\u4f5c&#xff0c;\u811a\u672c\u8fd0\u884c\u671f\u95f4\u4e0d\u4f1a\u5904\u7406\u5176\u4ed6\u5ba2\u6237\u7aef\u7684\u547d\u4ee4\u3002\u6240\u4ee5\u811a\u672c\u91cc\u7684&#034;\u5224\u65ad\u5e93\u5b58 &#043; \u6263\u51cf &#043; \u8bb0\u5f55\u7528\u6237&#034;\u4e09\u6b65\u5bf9\u5916\u90e8\u5b8c\u5168\u4e0d\u53ef\u89c1&#xff0c;\u7b49\u4ef7\u4e8e\u4e00\u6b21\u539f\u5b50\u64cd\u4f5c\u3002<\/p>\n<h4>4. Redis \u6263\u6210\u529f\u4f46\u6570\u636e\u5e93\u5199\u5931\u8d25\u600e\u4e48\u529e&#xff1f;<\/h4>\n<p>\u7b54&#xff1a;\u628a\u540d\u989d\u8fd8\u56de Redis\u2014\u2014\u5e93\u5b58 INCR \u52a0\u56de\u53bb&#xff0c;\u7528\u6237\u4ece\u5df2\u8d2d\u96c6\u5408\u91cc\u79fb\u9664\u3002\u540c\u65f6\u8bb0\u5f55\u5931\u8d25\u65e5\u5fd7&#xff0c;\u7528\u5bf9\u8d26\u63a5\u53e3\u5b9a\u671f\u6bd4\u5bf9 Redis \u548c\u6570\u636e\u5e93\u7684\u5e93\u5b58\u5dee&#xff0c;diff \u4e0d\u4e3a 0 \u5c31\u544a\u8b66\u3002\u5f02\u6b65\u7cfb\u7edf\u53ea\u80fd\u505a\u5230\u6700\u7ec8\u4e00\u81f4&#xff0c;\u5173\u952e\u662f\u8ba9\u4e0d\u4e00\u81f4\u53ef\u88ab\u89c2\u6d4b\u3002<\/p>\n<h4>5. \u600e\u4e48\u9632\u6b62\u4e00\u4e2a\u4eba\u62a2\u591a\u4e2a\u540d\u989d&#xff1f;<\/h4>\n<p>\u7b54&#xff1a;\u5728 Lua \u811a\u672c\u91cc\u7528 Set \u8bb0\u5f55\u5df2\u8d2d\u7528\u6237&#xff0c;SISMEMBER \u5224\u65ad&#xff0c;SADD \u8bb0\u5f55&#xff0c;\u4e24\u6b65\u90fd\u5728\u540c\u4e00\u4e2a\u811a\u672c\u91cc\u5b8c\u6210&#xff0c;\u548c\u5176\u4ed6\u64cd\u4f5c\u4e92\u65a5\u3002\u8fd9\u6837\u540c\u4e00\u4e2a\u7528\u6237 ID \u7b2c\u4e8c\u6b21\u8fdb\u6765\u76f4\u63a5\u8fd4\u56de -2&#xff0c;\u4e0d\u4f1a\u8d70\u5230\u6263\u5e93\u5b58\u90a3\u4e00\u6b65\u3002\u524d\u63d0\u662f\u767b\u5f55\u6001\u53ef\u9760&#xff0c;\u522b\u8ba9\u7528\u6237\u80fd\u4f2a\u9020 ID\u3002<\/p>\n<hr \/>\n<h3>\u5199\u5728\u6700\u540e<\/h3>\n<p>\u79d2\u6740\u8fd9\u4e2a\u529f\u80fd&#xff0c;\u6700\u89c1\u4e00\u4e2a\u4eba\u5bf9&#034;\u5e76\u53d1&#034;\u7684\u7406\u89e3\u3002<\/p>\n<p>\u5355\u673a\u6d4b\u8bd5\u65f6&#xff0c;\u600e\u4e48\u5199\u90fd\u80fd\u8dd1\u901a\u2014\u2014\u67e5\u5e93\u5b58\u3001\u6263\u5e93\u5b58\u3001\u5efa\u8ba2\u5355&#xff0c;\u987a\u5f97\u5f88\u3002<\/p>\n<p>\u53ef\u6d41\u91cf\u4e00\u4e0a\u6765&#xff0c;\u5dee\u522b\u5c31\u9732\u51fa\u6765\u4e86\u3002\u6709\u4eba\u7528\u4e00\u6761 SQL \u9632\u4f4f\u4e86\u8d85\u5356&#xff0c;\u5374\u625b\u4e0d\u4f4f\u6d41\u91cf&#xff1b;\u6709\u4eba\u505a\u5230&#034;Redis \u6321\u6d41\u91cf &#043; Lua \u4fdd\u539f\u5b50 &#043; \u5f02\u6b65\u843d\u5e93 &#043; \u5bf9\u8d26\u515c\u5e95&#034;&#xff0c;\u5e93\u5b58\u7a33\u3001\u54cd\u5e94\u5feb\u3002<\/p>\n<p>\u5dee\u7684\u4e0d\u5728\u4ee3\u7801\u884c\u6570&#xff0c;\u5728\u4f60\u60f3\u6ca1\u60f3\u8fc7\u90a3\u53e5&#xff1a;\u5982\u679c\u4e24\u4e2a\u8bf7\u6c42\u540c\u65f6\u5230\u8fbe&#xff0c;\u4f1a\u53d1\u751f\u4ec0\u4e48&#xff1f;<\/p>\n<p>\u60f3\u660e\u767d\u8fd9\u53e5&#xff0c;\u6bd4\u8fd9\u4e2a\u529f\u80fd\u672c\u8eab\u503c\u94b1\u3002<\/p>\n<hr \/>\n<p>\u6885\u96c5\u8fbe\u7f16\u7a0b\u7b14\u8bb0\u539f\u521b \u00b7 \u9996\u53d1 CSDN \u00b7 \u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u26a0\ufe0f \u514d\u8d23\u58f0\u660e&#xff1a;\u672c\u6587\u9879\u76ee\u4ec5\u4f9b\u6280\u672f\u5b66\u4e60\u53c2\u8003&#xff0c;\u4e25\u7981\u76f4\u63a5\u4f5c\u4e3a\u6bd5\u4e1a\u8bbe\u8ba1\u6216\u8bfe\u7a0b\u4f5c\u4e1a\u63d0\u4ea4&#xff0c;\u66f4\u4e0d\u5f97\u7528\u4e8e\u4efb\u4f55\u672a\u6388\u6743\u7684\u771f\u5b9e\u7cfb\u7edf\u6d4b\u8bd5\u3002\u6240\u6709\u6f14\u793a\u5747\u5728\u672c\u4eba\u672c\u5730\u9879\u76ee\u4e0a\u8fdb\u884c\u3002\u5b66\u672f\u8bda\u4fe1\u3001\u5408\u6cd5\u5408\u89c4\u4ece\u6211\u505a\u8d77 &#x1f642;\u5148\u8bf4\u7ed3\u8bba<br \/>\n\u6bd5\u8bbe\u60f3\u52a0\u5206&#xff0c;\u52a0\u4e2a\u79d2\u6740\u6700\u5212\u7b97\u3002\u8001\u5e08\u4e00\u773c\u5c31\u80fd\u770b\u51fa\u4f60\u78b0\u8fc7\u9ad8\u5e76\u53d1\u3002<br \/>\n\u53ef\u5b83\u4e5f\u662f\u7ffb\u8f66\u6700\u72e0\u7684\u5730\u65b9\u3002\u6211\u7b2c\u4e00\u6b21\u538b\u6d4b&#xff0c;100 \u4ef6\u5e93\u5b58\u5356\u51fa 130 \u4ef6\u3002\u90a3\u591a\u51fa\u6765\u7684 30 \u5355&#xff0c;\u4e0d\u662f\u53d1\u8d27\u8d54\u94b1&#xff0c;\u5c31\u662f\u9000\u6b3e\u6328\u9a82\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,13401,14209,105,1520,5473],"topic":[],"class_list":["post-123975","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-myd","tag-14209","tag-redis","tag-1520","tag-5473"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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