{"id":48196,"date":"2025-07-30T11:07:05","date_gmt":"2025-07-30T03:07:05","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/48196.html"},"modified":"2025-07-30T11:07:05","modified_gmt":"2025-07-30T03:07:05","slug":"%e6%8e%a8%e5%ae%a2%e7%b3%bb%e7%bb%9f%e5%b0%8f%e7%a8%8b%e5%ba%8f%e6%ba%90%e7%a0%81%e4%ba%a4%e4%bb%98%e5%bc%80%e5%8f%91%e5%85%a8%e6%94%bb%e7%95%a5%ef%bc%882025%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/48196.html","title":{"rendered":"\u63a8\u5ba2\u7cfb\u7edf\u5c0f\u7a0b\u5e8f\u6e90\u7801\u4ea4\u4ed8\u5f00\u53d1\u5168\u653b\u7565\uff082025\u7248\uff09"},"content":{"rendered":"<h3>\u4e00\u3001\u6280\u672f\u67b6\u6784\u9009\u578b<\/h3>\n<h4>1.1 \u524d\u540e\u7aef\u5206\u79bb\u67b6\u6784<\/h4>\n<ul>\n<li>\u524d\u7aef\u6846\u67b6&#xff1a;\u63a8\u8350\u4f7f\u7528Taro 3.6\u8de8\u7aef\u6846\u67b6&#xff0c;\u5b9e\u73b0\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\/H5\/APP\u4e09\u7aef\u7edf\u4e00\u5f00\u53d1&#xff0c;\u4ee3\u7801\u590d\u7528\u7387\u53ef\u8fbe82%<\/li>\n<li>\u540e\u7aef\u67b6\u6784&#xff1a;Spring Cloud Alibaba\u5fae\u670d\u52a1\u67b6\u6784&#xff0c;\u652f\u6301\u7528\u6237\u5e9316\u5206\u7247&#043;\u8ba2\u5355\u5e9364\u5206\u7247&#xff0c;\u65e5\u5747\u627f\u8f7d5000\u4e07PV<\/li>\n<li>\u6570\u636e\u5e93\u8bbe\u8ba1&#xff1a;\n<p>sql<\/p>\n<table>\n<tbody>\n<tr>\n<td>&#8212; MySQL\u5206\u5e93\u5206\u8868\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>CREATE TABLE user_00 (<\/td>\n<\/tr>\n<tr>\n<td>user_id BIGINT PRIMARY KEY,<\/td>\n<\/tr>\n<tr>\n<td>parent_id BIGINT COMMENT &#039;\u4e0a\u7ea7\u63a8\u5ba2ID&#039;,<\/td>\n<\/tr>\n<tr>\n<td>level TINYINT COMMENT &#039;\u63a8\u5ba2\u7b49\u7ea7&#039;<\/td>\n<\/tr>\n<tr>\n<td>) ENGINE&#061;InnoDB DEFAULT CHARSET&#061;utf8mb4;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n<\/ul>\n<h4>1.2 \u5173\u952e\u6280\u672f\u9009\u578b<\/h4>\n<ul>\n<li>\u5206\u5e03\u5f0f\u4e8b\u52a1&#xff1a;\u91c7\u7528Seata AT\u6a21\u5f0f\u4fdd\u969c\u8ba2\u5355\u4e0e\u5e93\u5b58\u7684\u539f\u5b50\u6027\u64cd\u4f5c<\/li>\n<li>\u5f02\u6b65\u5904\u7406&#xff1a;RocketMQ\u6d88\u606f\u961f\u5217\u5b9e\u73b0\u4f63\u91d1\u7ed3\u7b97\u7684\u5f02\u6b65\u5316&#xff0c;\u5904\u7406\u5ef6\u8fdf\u63a7\u5236\u572850ms\u4ee5\u5185<\/li>\n<li>\u5b89\u5168\u9632\u62a4&#xff1a;\u96c6\u6210\u817e\u8baf\u4e91WAF\u9632\u706b\u5899&#xff0c;\u62e6\u622aSQL\u6ce8\u5165\u3001XSS\u653b\u51fb\u7b49\u5e38\u89c1\u5a01\u80c1<\/li>\n<\/ul>\n<h3>\u4e8c\u3001\u6838\u5fc3\u529f\u80fd\u5b9e\u73b0<\/h3>\n<h4>2.1 \u52a8\u6001\u5206\u4f63\u5f15\u64ce<\/h4>\n<p>java<\/p>\n<table>\n<tbody>\n<tr>\n<td>\/\/ Drools\u89c4\u5219\u5f15\u64ce\u914d\u7f6e\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>rule &#034;\u4e09\u7ea7\u5206\u4f63\u8ba1\u7b97&#034;<\/td>\n<\/tr>\n<tr>\n<td>when<\/td>\n<\/tr>\n<tr>\n<td>$order:Order(status &#061;&#061; &#034;COMPLETED&#034;)<\/td>\n<\/tr>\n<tr>\n<td>then<\/td>\n<\/tr>\n<tr>\n<td>$order.setDirectCommission($order.getAmount() * 0.2);<\/td>\n<\/tr>\n<tr>\n<td>$order.setIndirectCommission($order.getAmount() * 0.1);<\/td>\n<\/tr>\n<tr>\n<td>update($order);<\/td>\n<\/tr>\n<tr>\n<td>end<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.2 \u667a\u80fd\u5546\u54c1\u63a8\u8350<\/h4>\n<p>python<\/p>\n<table>\n<tbody>\n<tr>\n<td># Wide&amp;Deep\u6a21\u578b\u8bad\u7ec3\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>import tensorflow as tf<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<\/tr>\n<tr>\n<td>deep_model &#061; tf.keras.Sequential([<\/td>\n<\/tr>\n<tr>\n<td>tf.keras.layers.Dense(128, activation&#061;&#039;relu&#039;),<\/td>\n<\/tr>\n<tr>\n<td>tf.keras.layers.Dense(64, activation&#061;&#039;relu&#039;)<\/td>\n<\/tr>\n<tr>\n<td>])<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<\/tr>\n<tr>\n<td>wide_model &#061; tf.keras.layers.Dense(1, activation&#061;&#039;sigmoid&#039;)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<\/tr>\n<tr>\n<td>model &#061; tf.keras.Model(<\/td>\n<\/tr>\n<tr>\n<td>inputs&#061;[wide_input, deep_input],<\/td>\n<\/tr>\n<tr>\n<td>outputs&#061;wide_model(tf.concat([wide_output, deep_output], axis&#061;1))<\/td>\n<\/tr>\n<tr>\n<td>)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.3 \u591a\u7ea7\u5206\u4f63\u4f53\u7cfb<\/h4>\n<p>mermaid<\/p>\n<table>\n<tbody>\n<tr>\n<td>graph LR<\/td>\n<\/tr>\n<tr>\n<td>A[\u7528\u6237\u70b9\u51fb\u63a8\u5e7f\u94fe\u63a5] &#8211;&gt; B{\u662f\u5426\u65b0\u7528\u6237}<\/td>\n<\/tr>\n<tr>\n<td>B &#8211;&gt;|\u662f| C[\u53d1\u653e\u65b0\u4eba\u7ea2\u5305]<\/td>\n<\/tr>\n<tr>\n<td>B &#8211;&gt;|\u5426| D[\u8bb0\u5f55\u63a8\u5e7f\u5173\u7cfb]<\/td>\n<\/tr>\n<tr>\n<td>D &#8211;&gt; E[\u8ba2\u5355\u5b8c\u6210]<\/td>\n<\/tr>\n<tr>\n<td>E &#8211;&gt; F[\u8ba1\u7b97\u4e09\u7ea7\u5206\u4f63]<\/td>\n<\/tr>\n<tr>\n<td>F &#8211;&gt; G[T&#043;0.5\u5230\u8d26]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u4e09\u3001\u5408\u89c4\u98ce\u63a7\u4f53\u7cfb<\/h3>\n<h4>3.1 \u8d44\u8d28\u51c6\u5165\u7ba1\u7406<\/h4>\n<ul>\n<li>\u673a\u6784\u5ba1\u6838&#xff1a;\u8981\u6c42\u63d0\u4ea4\u8425\u4e1a\u6267\u7167\u3001\u884c\u4e1a\u8d44\u8d28\u8bc1\u4e66&#xff0c;\u5b8c\u6210\u89c6\u9891\u53f7\u673a\u6784\u8d26\u53f7\u8ba4\u8bc1<\/li>\n<li>\u5546\u54c1\u5ba1\u67e5&#xff1a;\u5efa\u7acb\u654f\u611f\u7c7b\u76ee\u6e05\u5355&#xff0c;\u5bf9\u63a5\u5fae\u4fe1\u5185\u5bb9\u5b89\u5168API\u5b9e\u65f6\u5ba1\u6838<\/li>\n<li>\u7535\u5b50\u7b7e\u7ea6&#xff1a;\u96c6\u6210e\u7b7e\u5b9d\u670d\u52a1&#xff0c;\u786e\u4fdd\u5408\u4f5c\u534f\u8bae\u6cd5\u5f8b\u6548\u529b<\/li>\n<\/ul>\n<h4>3.2 \u8d44\u91d1\u5b89\u5168\u9632\u62a4<\/h4>\n<ul>\n<li>\u5206\u8d26\u6bd4\u4f8b\u9650\u5236&#xff1a;\u8bbe\u7f6e\u4f63\u91d1\u4e0a\u9650&#xff08;\u5efa\u8bae\u226450%&#xff09;<\/li>\n<li>\u7a0e\u52a1\u5408\u89c4&#xff1a;\u81ea\u52a8\u8ba1\u7b97\u4e2a\u7a0e\u5e76\u751f\u6210\u5b8c\u7a0e\u8bc1\u660e<\/li>\n<li>\u53cd\u4f5c\u5f0a\u7cfb\u7edf&#xff1a;\n<p>javascript<\/p>\n<table>\n<tbody>\n<tr>\n<td>\/\/ \u8bbe\u5907\u6307\u7eb9\u8bc6\u522b\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>const deviceFingerprint &#061; () &#061;&gt; {<\/td>\n<\/tr>\n<tr>\n<td>const canvas &#061; document.createElement(&#039;canvas&#039;);<\/td>\n<\/tr>\n<tr>\n<td>const ctx &#061; canvas.getContext(&#039;2d&#039;);<\/td>\n<\/tr>\n<tr>\n<td>ctx.font &#061; &#039;14px Arial&#039;;<\/td>\n<\/tr>\n<tr>\n<td>ctx.textBaseline &#061; &#039;top&#039;;<\/td>\n<\/tr>\n<tr>\n<td>ctx.fillStyle &#061; &#039;#fff&#039;;<\/td>\n<\/tr>\n<tr>\n<td>ctx.fillRect(0,0,100,50);<\/td>\n<\/tr>\n<tr>\n<td>ctx.fillStyle &#061; &#039;#000&#039;;<\/td>\n<\/tr>\n<tr>\n<td>ctx.fillText(Math.random().toString(36).substr(2,9), 2, 2);<\/td>\n<\/tr>\n<tr>\n<td>return canvas.toDataURL(&#039;image\/png&#039;);<\/td>\n<\/tr>\n<tr>\n<td>};<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n<\/ul>\n<h3>\u56db\u3001\u6e90\u7801\u4ea4\u4ed8\u5b9e\u8df5<\/h3>\n<h4>4.1 \u4ee3\u7801\u7ed3\u6784\u89c4\u8303<\/h4>\n<table>\n<tbody>\n<tr>\n<td>\u251c\u2500\u2500 src<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u251c\u2500\u2500 api # \u63a5\u53e3\u5b9a\u4e49<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u251c\u2500\u2500 components # \u901a\u7528\u7ec4\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u251c\u2500\u2500 config # \u914d\u7f6e\u6587\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u251c\u2500\u2500 pages # \u9875\u9762\u6587\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u251c\u2500\u2500 services # \u670d\u52a1\u5c42<\/td>\n<\/tr>\n<tr>\n<td>\u2502 \u2514\u2500\u2500 utils # \u5de5\u5177\u51fd\u6570<\/td>\n<\/tr>\n<tr>\n<td>\u2514\u2500\u2500 server<\/td>\n<\/tr>\n<tr>\n<td>\u251c\u2500\u2500 controller # \u63a7\u5236\u5668<\/td>\n<\/tr>\n<tr>\n<td>\u251c\u2500\u2500 entity # \u5b9e\u4f53\u7c7b<\/td>\n<\/tr>\n<tr>\n<td>\u251c\u2500\u2500 repository # \u6301\u4e45\u5c42<\/td>\n<\/tr>\n<tr>\n<td>\u2514\u2500\u2500 service # \u4e1a\u52a1\u903b\u8f91<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>4.2 \u5173\u952e\u4ea4\u4ed8\u7269\u6e05\u5355<\/h4>\n<\/p>\n<table>\n<tr>\u4ea4\u4ed8\u7269\u5185\u5bb9\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u63a5\u53e3\u6587\u6863<\/td>\n<td>Swagger\u683c\u5f0fAPI\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5e93\u8bbe\u8ba1\u6587\u6863<\/td>\n<td>ER\u56fe&#043;\u8868\u7ed3\u6784\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u624b\u518c<\/td>\n<td>\u5bb9\u5668\u5316\u90e8\u7f72\u6b65\u9aa4&#xff08;Docker&#043;K8s&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6d4b\u8bd5\u62a5\u544a<\/td>\n<td>JMeter\u538b\u6d4b\u7ed3\u679c&#xff08;10\u4e07QPS&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u4e94\u3001\u672a\u6765\u6280\u672f\u6f14\u8fdb<\/h3>\n<h4>5.1 AIGC\u6df1\u5ea6\u5e94\u7528<\/h4>\n<ul>\n<li>\u667a\u80fd\u6587\u6848\u751f\u6210&#xff1a;\u63a5\u5165DeepSeek\u5927\u6a21\u578b&#xff0c;\u5b9e\u73b0\u5e26\u8d27\u8bdd\u672f\u81ea\u52a8\u751f\u6210<\/li>\n<li>\u865a\u62df\u63a8\u5ba2&#xff1a;\u5f00\u53d1\u6570\u5b57\u4eba\u4e3b\u64ad&#xff0c;\u652f\u630124\u5c0f\u65f6\u81ea\u52a8\u76f4\u64ad\u5e26\u8d27<\/li>\n<\/ul>\n<h4>5.2 \u533a\u5757\u94fe\u5206\u8d26\u7cfb\u7edf<\/h4>\n<p>solidity<\/p>\n<table>\n<tbody>\n<tr>\n<td>\/\/ \u667a\u80fd\u5408\u7ea6\u5206\u8d26\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>contract CommissionSplit {<\/td>\n<\/tr>\n<tr>\n<td>mapping(address &#061;&gt; uint256) public balances;<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<\/tr>\n<tr>\n<td>function split(address[] memory addresses, uint256[] memory amounts) public {<\/td>\n<\/tr>\n<tr>\n<td>require(addresses.length &#061;&#061; amounts.length, &#034;Invalid input&#034;);<\/td>\n<\/tr>\n<tr>\n<td>for (uint i&#061;0; i&lt;addresses.length; i&#043;&#043;) {<\/td>\n<\/tr>\n<tr>\n<td>balances[addresses[i]] &#043;&#061; amounts[i];<\/td>\n<\/tr>\n<tr>\n<td>}<\/td>\n<\/tr>\n<tr>\n<td>}<\/td>\n<\/tr>\n<tr>\n<td>}<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>5.3 \u8de8\u5883\u5206\u9500\u7f51\u7edc<\/h4>\n<ul>\n<li>\u591a\u5e01\u79cd\u652f\u6301&#xff1a;\u96c6\u6210\u5fae\u4fe1\u8de8\u5883\u652f\u4ed8\u80fd\u529b&#xff0c;\u652f\u630123\u79cd\u8d27\u5e01\u7ed3\u7b97<\/li>\n<li>\u672c\u5730\u5316\u8fd0\u8425&#xff1a;\u9488\u5bf9\u4e1c\u5357\u4e9a\u5e02\u573a\u5f00\u53d1\u6cf0\u8bed\/\u8d8a\u5357\u8bed\u7248\u672c&#xff0c;\u63a5\u5165Lazada\u4f9b\u5e94\u94fe<\/li>\n<\/ul>\n<p id=\"\">\u7ed3\u8bed&#xff1a;<br 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