这3张表的关系是模型表Model ===> 训练表Training ===》应用表Application(大概的逻辑是:选择应用,然后训练,然后成为模型)
首先我们先建立实体Model(我使用的data注解不需要get set @TableField(exist = false) 注解下的属性 是相关联表的属性)
package cn.com.befery.dataai.po; import java.util.Date; import org.springframework.boot.jackson.JsonComponent; import com.baomidou.mybatisplus.annotations.TableField; import com.baomidou.mybatisplus.annotations.TableId; import com.baomidou.mybatisplus.annotations.TableName; import com.baomidou.mybatisplus.enums.IdType; import lombok.Data; @JsonComponent() @Data @TableName("ai_model") public class Model { @TableId(value = "model_id", type = IdType.AUTO) private Long modelID; private Long applicationId; private Long trainingId; private String modelName; // 描述 private String modelDescribe; private String modelType; private Date createDate; private String filePath; private String fileName; private String daimension; //维度 private Long status; @TableField(exist = false) private String applicationName; @TableField(exist = false) private String trainingName; @TableField(exist = false) private String order; @TableField(exist = false) private String orderdir; // 升序或降序 }
然后是第二个相关联的表 应用表application表
package cn.com.befery.dataai.po; import java.io.Serializable; import java.util.Date; import com.baomidou.mybatisplus.annotations.TableField; import com.baomidou.mybatisplus.annotations.TableId; import com.baomidou.mybatisplus.annotations.TableName; import com.baomidou.mybatisplus.enums.IdType; import lombok.Data; @Data @TableName("ai_application") public class Application implements Serializable{ private static final long serialVersionUID = 1L; @TableId(value="application_id",type=IdType.AUTO) private Long applicationID; private String applicationName; private String filePath; private String fileName; private Long userId; private Date createDate; private Integer status; private String dimension; //维度 @TableField(exist= false) private String userName; //关联用户表的名称字段 @TableField(exist = false) private String order; @TableField(exist = false) private String modelName; @TableField(exist = false) private String trainingName; @TableField(exist = false) private String orderdir; //升序或降序 }
然后是相关联的第3张表 训练表traning
package cn.com.befery.dataai.po; import java.io.Serializable; import java.util.Date; import com.baomidou.mybatisplus.annotations.TableField; import com.baomidou.mybatisplus.annotations.TableId; import com.baomidou.mybatisplus.annotations.TableName; import com.baomidou.mybatisplus.enums.IdType; import lombok.Data; @Data @TableName("ai_training") public class Training implements Serializable { private static final long serialVersionUID = 1L; @TableId(value = "training_id", type = IdType.AUTO) private Long trainingID; private Long serverId; //服务器ID private Long applicationId; //应用ID private String trainingModel; //训练模型 private String trainingName; //训练名称 private String dimensionInput; //输入维度 private String dimensionOutput; //输出维度 private Date createDate; private Integer status; @TableField(exist = false) private String applicationName; @TableField(exist = false) private String serverName; @TableField(exist = false) private String modelName; @TableField(exist = false) private String order; //排序字段 @TableField(exist = false) private String orderdir; //升序或降序 }
然后是DAO层:
package cn.com.befery.dataai.dao; import java.util.List; import org.apache.ibatis.annotations.Param; import com.baomidou.mybatisplus.mapper.BaseMapper; import com.baomidou.mybatisplus.plugins.pagination.Pagination; import cn.com.befery.dataai.po.Model; public interface ModelDao extends BaseMapper<Model> { List<Model> selectModelPage(Pagination page,@Param(value = "model") Model model); }
然后是xml(sql语句使用了别名,别名和实体中的一致,包括之后的前后台交互,都取一致的名字,规范避免出错)【我之所以使用 $ 符号是因为 如果使用#号他会当作字符串识别,他不会当作关键字识别,我使用#号不行】
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd"> <mapper namespace="cn.com.befery.dataai.dao.ModelDao"> <select id="selectModelPage" resultType="cn.com.befery.dataai.po.Model"> SELECT model.`model_id`, model.`model_name` as modelName, model.`status`as status, t.`training_name`as trainingName, ap.`application_name` as applicationName, model.`create_date` as createDate FROM ai_model model LEFT JOIN ai_training t ON t.`training_id` = model.`training_id` LEFT JOIN ai_application ap ON ap.`application_id` = t.`application_id` <where> 1 = 1 <if test="model.modelName != null and model.modelName != ''"> and model.`model_name` like '%${model.modelName}%' </if> order by ${model.order} ${model.orderdir} </where> </select> </mapper>
然后就是service:
package cn.com.befery.dataai.service; import javax.servlet.http.HttpServletRequest; import org.springframework.web.multipart.MultipartFile; import com.baomidou.mybatisplus.plugins.Page; import com.baomidou.mybatisplus.service.IService; import cn.com.befery.dataai.po.Model; import cn.com.befery.dataai.vo.ResultCode; public interface ModelService extends IService<Model>{ //分页 Page<Model> selectModelPage(int pageNo,int pageSize,Model model); }
然后就是serviceImpl:(此处将接口中的 pageNo和pageSize封装成到 分页辅助类 page<T>中)
@Service @Transactional public class ModelServiceImpl extends ServiceImpl<ModelDao, Model> implements ModelService { @Autowired private ModelDao modelDao; @Override public Page<Model> selectModelPage(int pageNo, int pageSize, Model model) { // TODO Auto-generated method stub Page<Model> page = new Page<Model>(pageNo, pageSize); return page.setRecords(this.baseMapper.selectModelPage(page, model)); } }
然后就是Controller:
简单说一下下面的参数:
1.orderNO(排序用的):是前台传过来的,根据orderNO(类似下标)找到前台定义好的数据库字段
2.order(排序用的):根据orderNO(类似下标)找到前台定义好的数据库字段
3.orderdir(排序用的:是asc 还是desc)
4.search(前台模糊查询使用的):前台传的名字,来进行模糊查询
/** * @author zhangxuewei 三表查询 * @param param * @param request * @return */ @ResponseBody @RequestMapping(value = "/modelPage") public ResponseData modlePage(SearchParam param, HttpServletRequest request) { logger.info("modlePage ..........."); String orderNO = request.getParameter("order[0][column]"); String order = request.getParameter("columns[" + orderNO + "][name]"); String orderdir = request.getParameter("order[0][dir]"); String search = request.getParameter("search[value]"); int pageNo = param.getStart() / param.getLength() + 1; int pageSize = param.getLength(); Model model = new Model(); model.setModelName(search); model.setOrder(order); model.setOrderdir("asc".equals(orderdir) ? "asc" : "desc"); Page<Model> pageDate = modelService.selectModelPage(pageNo, pageSize, model); return responseData(param.getDraw(), pageDate); }
这个是分页返回公共类
package cn.com.befery.dataai.controller; import org.springframework.stereotype.Controller; import com.baomidou.mybatisplus.plugins.Page; import cn.com.befery.dataai.vo.ResponseData; @Controller public class BaseController { /** * * @param draw 重构次数 * @param page 分页数据 * @return */ public ResponseData responseData(String draw,Page<?> page){ ResponseData res = new ResponseData(); res.setData(page.getRecords()); res.setDraw(draw); res.setRecordsFiltered((int)page.getTotal()); res.setRecordsTotal((int)page.getTotal()); return res; } }
这个是ResponseDate实体类
package cn.com.befery.dataai.vo; import java.util.List; //@JsonInclude(Include.NON_NULL) public class ResponseData { /** * */ // private static final long serialVersionUID = 1L; private String draw; private int recordsTotal; private int recordsFiltered; @SuppressWarnings("rawtypes") private List data; }
这是前端的html
<!DOCTYPE HTML> <html> <head> <meta charset="utf-8"> <meta name="renderer" content="webkit|ie-comp|ie-stand"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no" /> <meta http-equiv="Cache-Control" content="no-siteapp" /> <!--[if lt IE 9]> <script type="text/javascript" src="lib/html5.js"></script> <script type="text/javascript" src="lib/respond.min.js"></script> <script type="text/javascript" src="lib/PIE_IE678.js"></script> <![endif]--> <link rel="stylesheet" type="text/css" href="../static/h-ui/css/H-ui.min.css" rel="external nofollow" /> <link rel="stylesheet" type="text/css" href="../static/h-ui/css/H-ui.admin.css" rel="external nofollow" /> <link rel="stylesheet" type="text/css" href="../static/libs/Hui-iconfont/1.0.7/iconfont.css" rel="external nofollow" /> <link rel="stylesheet" type="text/css" href="../static/libs/icheck/icheck.css" rel="external nofollow" /> <link rel="stylesheet" type="text/css" href="../static/h-ui/skin/default/skin.css" rel="external nofollow" id="skin" /> <link rel="stylesheet" type="text/css" href="../static/h-ui/css/style.css" rel="external nofollow" /> <!--[if IE 6]> <script type="text/javascript" src="http://lib.h-ui.net/DD_belatedPNG_0.0.8a-min.js" ></script> <script>DD_belatedPNG.fix('*');</script> <![endif]--> <title>应用列表</title> <style type="text/css"> .dataTables_wrapper .dataTables_length { float: left; padding-bottom: 0px; padding-top: 10px; padding-left: 20px; } .table tbody tr td:FIRST-CHILD { text-align: center; } .table tbody tr td { text-align: center; } .dataTables_wrapper .dataTables_filter { padding-bottom: 10px; } .mt-20 { margin-top: 10px; } .page-container { padding: 20px; padding-top: 0px; } .form-horizontal .form-label { text-align: left; width: 140px; padding-right: 0px; } </style> </head> <body> <nav class="breadcrumb"> <i class="Hui-iconfont"></i> 首页 <span class="c-gray en">></span> 模型和测试管理 <span class="c-gray en">></span> 模型列表 <a class="btn btn-success radius r" id="refresh" style="line-height: 1.6em; margin-top: 3px" href="javascript:location.replace(location.href);" rel="external nofollow" title="刷新"><i class="Hui-iconfont"></i></a> </nav> <div class="page-container"> <!-- <div class="text-c"> 日期范围: <input type="text" onfocus="WdatePicker({maxDate:'#F{$dp.$D(\'logmax\')||\'%y-%M-%d\'}',minDate:'#F{$dp.$D(\'logmax\',{M:-3})}'})" id="logmin" class="input-text Wdate" style="width:120px;"> - <input type="text" onfocus="WdatePicker({maxDate:'#F{$dp.$D(\'logmin\',{M:3})||\'%y-%M-%d\'}',minDate:'#F{$dp.$D(\'logmin\')}'})" id="logmax" class="input-text Wdate" style="width:120px;"> <input type="text" name="" id="search" placeholder=" 门店名称" style="width:250px" class="input-text"> <button name="" id="search" class="btn btn-success" type="submit" onclick="search()"><i class="Hui-iconfont"></i> 搜账户</button> </div> --> <!-- <div style="display: <#if(modelServer)??>${modelServer" class="cl pd-5 bg-1 bk-gray mt-20"> <span class="l"> <a class="btn btn-primary radius" id="addApp" onclick="modelServerServer_add('创建模型服务','/pages/modelServer-add.html')" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" ><i class="Hui-iconfont"></i> 创建模型服务</a><a id="datarefresh" onclick="data_refresh()"></a><input id="hiddentext" type="text" hidden="true" /> <input id="msgsecret" type="text" hidden="true" /> </div> --> <div style="display: <#if (model)??>${model}<#else></#if>" class="cl pd-5 bg-1 bk-gray mt-20"> <span class="l"> <a class="btn btn-primary radius" id="addApp" onclick="model_testing('测试模型','/pages/model-testing.html')" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" ><i class="Hui-iconfont"></i> 测试模型</a><a id="datarefresh" onclick="data_refresh()"></a><input id="hiddentext" type="text" hidden="true" /> <input id="msgsecret" type="text" hidden="true" /></div> <div class="mt-20"> <table class="table table-border table-bordered table-bg table-hover table-sort " width=100%> <thead> <tr class="text-c"> <!-- <th width="40"><input id = "checkAll" name="checkAll" type="checkbox" value=""></th> --> <th width="80">序号</th> <th width="80">模型服务名称</th> <th width="100">训练名称</th> <th width="100">应用名称</th> <th width="100">创建时间</th> <th width="80">操作</th> </tr> </thead> <tbody> </tbody> </table> </div> </div> <div id="ajaxModal" class="modal hide fade" tabindex="-1"> <article class="page-container"> <form action="" method="post" class="form form-horizontal" id="form-modelServer-add"> <div class="row cl"> <label class="form-label col-xs-3 col-sm-3"><span class="c-red">*</span>App名称:</label> <div class="formControls col-xs-8 col-sm-9"> <input type="text" class="input-text" value="" placeholder="" id="appName" name="appName"> </div> </div> <div class="row cl"> <label class="form-label col-xs-3 col-sm-3"><span class="c-red">*</span>图片地址:</label> <div class="formControls col-xs-8 col-sm-9"> <input type="text" class="input-text" value="" placeholder="" id="adminMobile" name="adminMobile"> </div> </div> <div class="row cl"> <label class="form-label col-xs-3 col-sm-3"><span class="c-red">*</span>Domain(SaaS):</label> <div class="formControls col-xs-8 col-sm-9"> <input type="text" class="input-text" value="" placeholder="" id="payCallBackURL" name="payCallBackURL"> </div> </div> <div class="row cl"> <div class="col-xs-8 col-sm-9 col-xs-offset-4 col-sm-offset-3" style="margin-left: 130px; width: 100px;"> <button class="btn btn-primary radius" value=""> 提交 </button> </div> <!-- <div class="col-xs-8 col-sm-9 col-xs-offset-4 col-sm-offset-3" style="float: right; width: 250px;margin-left: 0px;"> <input class="btn btn-primary radius" style="width: 80px;" onclick="javascript:;" value=" 取消 "> </div> --> </div> </form> </article> </div> <script type="text/javascript" src="../static/libs/jquery/1.9.1/jquery.min.js"></script> <script type="text/javascript" src="../static/libs/layer/2.1/layer.js"></script> <script type="text/javascript" src="../static/libs/My97DatePicker/WdatePicker.js"></script> <script type="text/javascript" src="../static/libs/datatables/1.10.0/jquery.dataTables.min.js"></script> <script type="text/javascript" src="../static/h-ui/js/H-ui.js"></script> <script type="text/javascript" src="../static/h-ui/js/H-ui.admin.js"></script> <!-- <script type="text/javascript" src="js/modelServer.js"></script> --> <script type="text/javascript"> var table = $('.table-sort') .DataTable( { "processing" : true, "serverSide" : true, // "searching":true, 'language' : { "search" : "按名称检索:", "sProcessing" : "<div style='position:absolute;margin-left:42%;margin-top:15%'><img src='static/h-ui/images/loading_072.gif'/>数据加载中...</div>", }, "sDom" : '<"top"f<"clear">>rt<"bottom"ilp><"clear">', "order" : [ [ 0, "asc" ] ], "ajax" : { "url" : "/model/modelPage", /* "data": function ( d ) { //添加额外的参数传给服务器 d.extra_search = "canshu1"; d.extra_search1 = "canshu11"; }, */ }, "columnDefs" : [ { orderable : false,//禁用排序 targets : [ 4 ] } ], "columns" : [ /*{"sTitle": "<input type='checkbox'></input>","mDataProp": null, "sWidth": "20px", "sDefaultContent": "<input type='checkbox' ></input>", "bSortable": false,"sClass": "text-center",}, */ { "data" : "modelID", "name" : "model_id", "class" : "modelID" }, { "data" : "modelName", "name" : "model_name", "class" : "modelName" }, { "data" : "trainingName", "name" : "training_name", "class" : "trainingName" }, { "data" : "applicationName", "name" : "application_name", "class" : "applicationName" }, { "data" : function(e) { if (e.createDate != null && e.createDate != "null") { return e.createDate; } return ""; }, "name" : "create_date", "class" : "createDate" }, { "data" : function(e) { if (e.status == '0') { if (e.isTrained == '0') { return '<a style="display: <#if (modelServer_delete)??>${modelServer_delete}<#else></#if>" title="删除" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" onclick=modelServer_del(this,"' + e.modelID + '") class="ml-5" style="text-decoration:none"><i class="Hui-iconfont"></i></a>'; } else { return '<a style="display: <#if (modelServer_delete)??>${modelServer_delete}<#else></#if>" title="删除" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" onclick=modelServer_del(this,"' + e.modelID + '") class="ml-5" style="text-decoration:none"><i class="Hui-iconfont"></i></a>'; } } else { if (e.isTrained == '0') { return '<a style="display: <#if (modelServer_delete)??>${modelServer_delete}<#else></#if>" title="删除" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" onclick=modelServer_del(this,"' + e.modelID + '") class="ml-5" style="text-decoration:none"><i class="Hui-iconfont"></i></a>'; } else { return '<a style="display: <#if (modelServer_delete)??>${modelServer_delete}<#else></#if>" title="删除" href="javascript:;" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" onclick=modelServer_del(this,"' + e.modelID + '") class="ml-5" style="text-decoration:none"><i class="Hui-iconfont"></i></a>'; } } }, "class" : "td-manage" } ], }); table.on('draw.dt', function() { }); $('.table-sort tbody').on('click', 'tr', function() { if ($(this).hasClass('selected')) { $(this).removeClass('selected'); } else { table.$('tr.selected').removeClass('selected'); $(this).addClass('selected'); } }); //}); function refreshRow() { } function initComplete(data) { //选择时间后触发重新加载的方法 $("#logmin").on('apply.input-text', function() { //当选择时间后,出发dt的重新加载数据的方法 table.ajax.reload(); //获取dt请求参数 var args = table.ajax.params(); console.log("额外传到后台的参数值extra_search为:" + args.extra_search); }); } function filterGlobal() { alert($('#search').val()); $('.table-sort').DataTable().search($('#search').val()).draw(); } function search() { table.ajax.reload(); //获取dt请求参数 var args = table.ajax.params(); console.log("额外传到后台的参数值extra_search为:" + args.extra_search); // filterGlobal(); } /*账户-添加*/ function modelServerServer_add(title, url) { layer_show(title, url, 550, 300); } function data_refresh() { var text = $('#hiddentext').val(); if (text == 'add') { layer.alert($('#msgsecret').val()); /* layer.msg('添加成功!',{icon: 6,time:1000}); */ } if (text == 'update') { layer.msg('更新成功!', { icon : 6, time : 1000 }); } table.ajax.reload(); } /*app-删除*/ function modelServer_del(obj, id) { layer.confirm('确认要删除吗?', function(index) { //此处请求后台程序,下方是成功后的前台处理…… if (index) { $.ajax({ type : 'POST', url : '/model/deleteModel', data : { modelID : id, }, success : function(result) { if (result.code == "0") { $(obj).parents("tr").remove(); layer.msg('已删除!', { icon : 1, time : 1000 }); } else { layer.msg('删除失败!', { icon : 5, time : 1000 }); } }, error : function(jqXHR, textStatus, errorThrown) { layer.msg(errorThrown, { icon : 5, time : 1000 }); } }); } else { alert(33) } }); } /*reset secret*/ function reset_secret(obj, id) { layer.confirm('确认要重置Secret吗?', function(index) { //此处请求后台程序,下方是成功后的前台处理…… if (index) { $.ajax({ type : 'POST', url : 'modelServer/resetSecret', data : { appID : id, }, success : function(result) { if (result.code == "0") { layer.alert('Secret is: ' + result.msg); } else { layer.alert('重置失败!'); } }, error : function(jqXHR, textStatus, errorThrown) { layer.msg(errorThrown, { icon : 5, time : 1000 }); } }); } else { alert(33) } }); } function modelServer_edit(obj, id) { var modelServerID = $(obj).parents("tr").find(".modelServerID").text(); var appName = $(obj).parents("tr").find(".appName").text(); var imageLibId = $(obj).parents("tr").find(".imageLibId").val(); var domainId = $(obj).parents("tr").find(".domainId").val(); /*var url = "pages/modelServer-update.html?te=66&tt=88";*/ var url = "pages/modelServer-update.html?appName=" + appName + "&imageLibId=" + imageLibId + "&modelServerID=" + id + "&domainId=" + domainId; layer_show("修改App", encodeURI(url), 550, 350); /* var data = table.row( $(this).parents('tr') ).data(); alert(data) var fields = $("#add-form").serializeArray(); jQuery.each( fields, function(i, field){ //jquery根据name属性查找 $(":input[name='"+field.name+"']").val(data[i]); }); $(":input[name='mark']").val("edit"); $("#ajaxModal").modal("show");//弹出框show */ } function modelServerServer_training(obj, id) { window.location.href = "pages/modelServer-train.html?appID=" + id; } function model_testing(title,url){ layer_show(title,url,550,300); } </script> </body> </html>
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