接触AI使用次数限制

src/main/java/com/sztzjy/marketing/config/Constant.java

@@ -8,11 +8,7 @@ import org.springframework.stereotype.Component;
 @Component
 public class Constant {
 
-    public static final String ZSGY_TCHMODULE = "知识概要";
+
-    public static final String ZYXX_TCHMODULE = "资源学习";
-    public static final String XXCP_TCHMODULE = "学习测评";
-    public static final String SYSX_TCHMODULE = "实验实训";
-    public static final String SYBG_TCHMODULE = "实验报告";
     public static final String JUPYTERHUB_API_URL = "http://120.78.220.29:8000/hub/api";
     public static final String ADMIN_TOKEN = "170bed30b34242cfb3fda3171e1a111d";  // 替换为你的JupyterHub管理员API令牌
 

src/main/java/com/sztzjy/marketing/config/security/TokenProvider.java

@@ -23,7 +23,7 @@ public class TokenProvider {
     private final static String SECRET = "MIIBVAIBADANBgkqhkiG9w0BAQEFAASCAT4wggE6AgEAAkEAghgsx+OLLThi7c+/HgCaRla8n+/QLHt++uscoK22dMeaVa3WJvRb5C5qtHGzj9V74pI96JpxdWWCN3Zr1QtanQIDAQABAkB2fWRUD1jVMBVS+rPctLnPNPMKTRdzXGv0SC5D3tRfGZqdcfsmZg8hzBVndHxngmwZS73d+hPjofcdefDDnXq1AiEAz/r1AMF7fweN70mbKgBJuTja37puJMsH2Szwrvb5jlcCIQCgIaLZ5d9J7OomL0NwH8ghba/xgBEpKzErfGbFnTfeKwIgc8ptczFFV1DWZb2eJIEqinOr79l0jwl2YiQSD+cyw1sCIHqxCvv1Wx5jPgy/zeYNE+Q5DMP3Ii7u/x+Yk436JiI9AiEAio84hFm44YTUuV7YCYsbyvnCn/vtcAaqZlczbeHlP1I=";
     private final static long EXP_TIME = 1000 * 60 * 60 * 4;
 
-    private final static String SECRET_ZHIYUN = "zy_zx_mnjy_fp76ckwuczzmb67w0a8x0";
+    private final static String SECRET_ZHIYUN = "zy_yx_mnjy_fp76ckwuczzmb67w0a8x0";
 
     private final static String CURRENT_TO_ZHIYUN = "jVzvfoZU_eFN0CJcFARg0K6DlzTLa7oMWB7lV_y2s7bkv2Bem0281wEwlJp5afhsmM-Ynwvh3mAUTpwblGEz1A";
 

src/main/java/com/sztzjy/marketing/controller/stu/UserController.java

@@ -126,7 +126,7 @@ public class UserController {
                     type = 0;
                 }
 
-                if (type ==1 )
+                if (type ==1)
                 {
                     jwtUser = TokenProvider.getJWTUserOne(TOKEN);
                 }else {

src/main/java/com/sztzjy/marketing/entity/StuMachineLearning.java

@@ -1,15 +1,21 @@
 package com.sztzjy.marketing.entity;
 
+import java.io.Serializable;
 import java.util.Date;
+import java.util.List;
 
+import com.sztzjy.marketing.entity.dto.StuMachineLearningInfoDTO;
 import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
 /**
  * 实验实训根据模块存储
  *
  * @author whb
  * stu_machine_learning
  */
-public class StuMachineLearning {
+@Data
+public class StuMachineLearning  implements Serializable {
     @ApiModelProperty("id")
     private Integer id;
 
@@ -181,6 +187,56 @@ public class StuMachineLearning {
     @ApiModelProperty("错误字段")
     private String errorField;
 
+    @ApiModelProperty("34")
+    private String stepNew;
+
+    @ApiModelProperty("35")
+    private String stepNewOne;
+
+    @ApiModelProperty("36")
+    private String stepNewTwo;
+
+    @ApiModelProperty("37")
+    private String stepNewThree;
+
+    @ApiModelProperty("38")
+    private String stepNewFive;
+
+    @ApiModelProperty("39")
+    private String stepNewSix;
+
+    @ApiModelProperty("40")
+    private String stepNewNine;
+
+    @ApiModelProperty("41")
+    private String stepNewEight;
+
+    @ApiModelProperty("35")
+    private String stepNewTen;
+
+    @ApiModelProperty("36")
+    private String stepNewEleven;
+
+    @ApiModelProperty("37")
+    private String stepNewShier;
+
+    @ApiModelProperty("38")
+    private String stepNewShisan;
+
+    @ApiModelProperty("39")
+    private String stepNewShisi;
+
+    @ApiModelProperty("40")
+    private String stepNewShiwu;
+
+    @ApiModelProperty("41")
+    private String stepNewShiliu;
+
+    @ApiModelProperty("活跃用户分析")
+    private String activeUserAnalysis;
+
+    private List<StuMachineLearningInfoDTO> stuMachineLearningInfoDTOList;
+
     public Integer getId() {
         return id;
     }
@@ -636,4 +692,132 @@ public class StuMachineLearning {
     public void setErrorField(String errorField) {
         this.errorField = errorField == null ? null : errorField.trim();
     }
+
+    public String getStepNew() {
+        return stepNew;
+    }
+
+    public void setStepNew(String stepNew) {
+        this.stepNew = stepNew == null ? null : stepNew.trim();
+    }
+
+    public String getStepNewOne() {
+        return stepNewOne;
+    }
+
+    public void setStepNewOne(String stepNewOne) {
+        this.stepNewOne = stepNewOne == null ? null : stepNewOne.trim();
+    }
+
+    public String getStepNewTwo() {
+        return stepNewTwo;
+    }
+
+    public void setStepNewTwo(String stepNewTwo) {
+        this.stepNewTwo = stepNewTwo == null ? null : stepNewTwo.trim();
+    }
+
+    public String getStepNewThree() {
+        return stepNewThree;
+    }
+
+    public void setStepNewThree(String stepNewThree) {
+        this.stepNewThree = stepNewThree == null ? null : stepNewThree.trim();
+    }
+
+    public String getStepNewFive() {
+        return stepNewFive;
+    }
+
+    public void setStepNewFive(String stepNewFive) {
+        this.stepNewFive = stepNewFive == null ? null : stepNewFive.trim();
+    }
+
+    public String getStepNewSix() {
+        return stepNewSix;
+    }
+
+    public void setStepNewSix(String stepNewSix) {
+        this.stepNewSix = stepNewSix == null ? null : stepNewSix.trim();
+    }
+
+    public String getStepNewNine() {
+        return stepNewNine;
+    }
+
+    public void setStepNewNine(String stepNewNine) {
+        this.stepNewNine = stepNewNine == null ? null : stepNewNine.trim();
+    }
+
+    public String getStepNewEight() {
+        return stepNewEight;
+    }
+
+    public void setStepNewEight(String stepNewEight) {
+        this.stepNewEight = stepNewEight == null ? null : stepNewEight.trim();
+    }
+
+    public String getStepNewTen() {
+        return stepNewTen;
+    }
+
+    public void setStepNewTen(String stepNewTen) {
+        this.stepNewTen = stepNewTen == null ? null : stepNewTen.trim();
+    }
+
+    public String getStepNewEleven() {
+        return stepNewEleven;
+    }
+
+    public void setStepNewEleven(String stepNewEleven) {
+        this.stepNewEleven = stepNewEleven == null ? null : stepNewEleven.trim();
+    }
+
+    public String getStepNewShier() {
+        return stepNewShier;
+    }
+
+    public void setStepNewShier(String stepNewShier) {
+        this.stepNewShier = stepNewShier == null ? null : stepNewShier.trim();
+    }
+
+    public String getStepNewShisan() {
+        return stepNewShisan;
+    }
+
+    public void setStepNewShisan(String stepNewShisan) {
+        this.stepNewShisan = stepNewShisan == null ? null : stepNewShisan.trim();
+    }
+
+    public String getStepNewShisi() {
+        return stepNewShisi;
+    }
+
+    public void setStepNewShisi(String stepNewShisi) {
+        this.stepNewShisi = stepNewShisi == null ? null : stepNewShisi.trim();
+    }
+
+    public String getStepNewShiwu() {
+        return stepNewShiwu;
+    }
+
+    public void setStepNewShiwu(String stepNewShiwu) {
+        this.stepNewShiwu = stepNewShiwu == null ? null : stepNewShiwu.trim();
+    }
+
+    public String getStepNewShiliu() {
+        return stepNewShiliu;
+    }
+
+    public void setStepNewShiliu(String stepNewShiliu) {
+        this.stepNewShiliu = stepNewShiliu == null ? null : stepNewShiliu.trim();
+    }
+
+    public String getActiveUserAnalysis() {
+        return activeUserAnalysis;
+    }
+
+    public void setActiveUserAnalysis(String activeUserAnalysis) {
+        this.activeUserAnalysis = activeUserAnalysis == null ? null : activeUserAnalysis.trim();
+    }
 }

src/main/java/com/sztzjy/marketing/entity/StuUploadExcelUser.java

@@ -21,69 +21,70 @@ public class StuUploadExcelUser {
     private Integer id;
 
     @ApiModelProperty("步骤一  a")
-    @ExcelProperty(index = 0)
     private String stepOneA;
 
     @ApiModelProperty("步骤一  b")
-    @ExcelProperty(index = 1)
+    @ExcelProperty(index = 0)
     private String stepOneB;
 
     @ApiModelProperty("步骤一  c")
-    @ExcelProperty(index = 2)
+    @ExcelProperty(index = 1)
     private String stepOneC;
 
     @ApiModelProperty("步骤一  d")
-    @ExcelProperty(index = 3)
+    @ExcelProperty(index = 2)
     private String stepOneD;
 
     @ApiModelProperty("4")
-    @ExcelProperty(index = 4)
+    @ExcelProperty(index = 3)
     private String stepTwoA;
 
     @ApiModelProperty("5")
-    @ExcelProperty(index = 5)
+    @ExcelProperty(index = 4)
     private String stepTwoB;
 
     @ApiModelProperty("6")
-    @ExcelProperty(index = 6)
+    @ExcelProperty(index = 5)
     private String stepTwoC;
 
     @ApiModelProperty("7")
-    @ExcelProperty(index = 7)
+    @ExcelProperty(index = 6)
     private String stepThreeA;
 
     @ApiModelProperty("8")
-    @ExcelProperty(index = 8)
+    @ExcelProperty(index = 7)
     private String stepThreeB;
 
     @ApiModelProperty("9")
-    @ExcelProperty(index = 9)
+    @ExcelProperty(index = 8)
     private String stepThreeC;
 
     @ApiModelProperty("10")
-    @ExcelProperty(index = 10)
+    @ExcelProperty(index = 9)
     private String stepThreeD;
 
     @ApiModelProperty("11")
-    @ExcelProperty(index = 11)
+    @ExcelProperty(index = 10)
     private String stepFourA;
 
     @ApiModelProperty("12")
-    @ExcelProperty(index = 12)
+    @ExcelProperty(index = 11)
     private String stepFourB;
 
     @ApiModelProperty("13")
-    @ExcelProperty(index = 13)
+    @ExcelProperty(index = 12)
     private String stepFourC;
 
     @ApiModelProperty("14")
-    @ExcelProperty(index = 14)
+    @ExcelProperty(index = 13)
     private String stepFourD;
 
     @ApiModelProperty("15")
+    @ExcelProperty(index = 14)
     private String stepFiveA;
 
     @ApiModelProperty("16")
+    @ExcelProperty(index = 15)
     private String stepFiveB;
 
     @ApiModelProperty("17")

src/main/java/com/sztzjy/marketing/entity/dto/StuMachineLearningInfoDTO.java

@@ -0,0 +1,37 @@
+package com.sztzjy.marketing.entity.dto;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+import io.swagger.annotations.ApiModelProperty;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+import org.springframework.format.annotation.DateTimeFormat;
+
+import java.util.Date;
+
+/**
+ * @author 17803
+ * @date 2024-08-13 14:56
+ */
+@Data
+public class StuMachineLearningInfoDTO {
+
+        @DateTimeFormat(pattern = "yyyy-MM-dd")
+        @JsonFormat(pattern = "yyyy-MM-dd",timezone = "GMT+8")
+        @ApiModelProperty("登录时间")
+        private String loginTime;
+
+
+        @ApiModelProperty("日活跃用户")
+        private Integer activeUser;
+
+
+        @ApiModelProperty("日活跃率（%）")
+        private Double activeUserRate;
+
+
+        @ApiModelProperty("日活跃平均时长")
+        private Double activeUserTime;
+
+
+
+}

src/main/java/com/sztzjy/marketing/mapper/StuMachineLearningMapper.java

@@ -16,15 +16,21 @@ public interface StuMachineLearningMapper {
 
     int insertSelective(StuMachineLearning record);
 
+    List<StuMachineLearning> selectByExampleWithBLOBs(StuMachineLearningExample example);
+
     List<StuMachineLearning> selectByExample(StuMachineLearningExample example);
 
     StuMachineLearning selectByPrimaryKey(Integer id);
 
     int updateByExampleSelective(@Param("record") StuMachineLearning record, @Param("example") StuMachineLearningExample example);
 
+    int updateByExampleWithBLOBs(@Param("record") StuMachineLearning record, @Param("example") StuMachineLearningExample example);
+
     int updateByExample(@Param("record") StuMachineLearning record, @Param("example") StuMachineLearningExample example);
 
     int updateByPrimaryKeySelective(StuMachineLearning record);
 
+    int updateByPrimaryKeyWithBLOBs(StuMachineLearning record);
+
     int updateByPrimaryKey(StuMachineLearning record);
 }

src/main/java/com/sztzjy/marketing/service/impl/UserBehaviorProfilingAnaServiceImpl.java

@@ -5,8 +5,11 @@ package com.sztzjy.marketing.service.impl;/**
 
 import cn.hutool.core.convert.Convert;
 import cn.hutool.core.util.IdUtil;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
 import com.sztzjy.marketing.config.Constant;
 import com.sztzjy.marketing.entity.*;
+import com.sztzjy.marketing.entity.dto.StuMachineLearningInfoDTO;
 import com.sztzjy.marketing.mapper.*;
 import com.sztzjy.marketing.service.UserBehaviorProfilingAnaService;
 import com.sztzjy.marketing.util.BigDecimalUtils;
@@ -16,6 +19,7 @@ import org.springframework.beans.BeanUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
 
 import javax.annotation.Resource;
 import java.math.BigDecimal;
@@ -59,9 +63,16 @@ public class UserBehaviorProfilingAnaServiceImpl implements UserBehaviorProfilin
     @Override
     public ResultEntity analysisByAutoSave(StuMachineLearning learning) {
 
+        Boolean flag = false;
+
+        if (learning.getStuMachineLearningInfoDTOList()!=null) {
+            flag = true;
+        }
+
+
         StuMachineLearningExample machineLearningExample = new StuMachineLearningExample();
         machineLearningExample.createCriteria().andUserIdEqualTo(learning.getUserId()).andModuleEqualTo(learning.getModule());
-        List<StuMachineLearning> machineLearningList = machineLearningMapper.selectByExample(machineLearningExample);
+        List<StuMachineLearning> machineLearningList = machineLearningMapper.selectByExampleWithBLOBs(machineLearningExample);
 
         if (!machineLearningList.isEmpty()) {
 
@@ -80,6 +91,13 @@ public class UserBehaviorProfilingAnaServiceImpl implements UserBehaviorProfilin
 
             BeanUtils.copyProperties(learning, machineLearning);
             machineLearning.setId(id);
+            if (flag)
+            {
+                //讲数据转为json
+                String json = JSONObject.toJSONString(learning.getStuMachineLearningInfoDTOList());
+                machineLearning.setActiveUserAnalysis(json);
+
+            }
 
             machineLearningMapper.updateByPrimaryKeySelective(machineLearning);
 
@@ -89,6 +107,13 @@ public class UserBehaviorProfilingAnaServiceImpl implements UserBehaviorProfilin
 
             //第一次保存
             learning.setId((int) IdUtil.getSnowflakeNextId());
+            if (flag)
+            {
+                //讲数据转为json
+                String json = JSONObject.toJSONString(learning.getStuMachineLearningInfoDTOList());
+                learning.setActiveUserAnalysis(json);
+
+            }
 
             machineLearningMapper.insertSelective(learning);
 
@@ -110,12 +135,19 @@ public class UserBehaviorProfilingAnaServiceImpl implements UserBehaviorProfilin
     public ResultEntity readTrainInfo(String module, String userId) {
         StuMachineLearningExample machineLearningExample = new StuMachineLearningExample();
         machineLearningExample.createCriteria().andUserIdEqualTo(userId).andModuleEqualTo(module);
-        List<StuMachineLearning> machineLearningList = machineLearningMapper.selectByExample(machineLearningExample);
+        List<StuMachineLearning> machineLearningList = machineLearningMapper.selectByExampleWithBLOBs(machineLearningExample);
         //查询是否有数据
         if (machineLearningList.isEmpty()) {
             return new ResultEntity<>(HttpStatus.OK);
         }
 
+        String activeUserAnalysis = machineLearningList.get(0).getActiveUserAnalysis();
+        List<StuMachineLearningInfoDTO> stuMachineLearningInfoDTOList = JSONObject.parseArray(activeUserAnalysis, StuMachineLearningInfoDTO.class);
+
+
+
+        machineLearningList.get(0).setStuMachineLearningInfoDTOList(stuMachineLearningInfoDTOList);
+
         return new ResultEntity<>(HttpStatus.OK, "查询成功", machineLearningList.get(0));
 
 
@@ -539,4 +571,6 @@ public class UserBehaviorProfilingAnaServiceImpl implements UserBehaviorProfilin
         stuUserMapper.updateByPrimaryKeySelective(stuUser);
         
     }
+
+
 }

src/main/java/com/sztzjy/marketing/util/excel/DemoDataListener.java

@@ -2,14 +2,19 @@ package com.sztzjy.marketing.util.excel;
 
 import cn.hutool.core.util.IdUtil;
 import com.alibaba.excel.context.AnalysisContext;
+import com.alibaba.excel.metadata.data.ReadCellData;
 import com.alibaba.excel.read.listener.ReadListener;
+import com.alibaba.excel.util.ConverterUtils;
 import com.alibaba.excel.util.ListUtils;
 import com.alibaba.fastjson.JSON;
 import com.sztzjy.marketing.entity.StuUploadExcelUser;
 import com.sztzjy.marketing.mapper.StuUploadExcelUserMapper;
 import lombok.extern.slf4j.Slf4j;
 
+import java.util.ArrayList;
 import java.util.List;
+import java.util.Map;
+import java.util.Set;
 
 // 有个很重要的点 DemoDataListener 不能被spring管理，要每次读取excel都要new,然后里面用到spring可以构造方法传进去
 @Slf4j
@@ -29,7 +34,7 @@ public class DemoDataListener implements ReadListener<StuUploadExcelUser> {
     private StuUploadExcelUserMapper demoDAO;
     private String userId;
     private String name;
-
+    List<String> list =   new ArrayList<String>();
 
     /**
      * 如果使用了spring,请使用这个构造方法。每次创建Listener的时候需要把spring管理的类传进来
@@ -42,6 +47,33 @@ public class DemoDataListener implements ReadListener<StuUploadExcelUser> {
         this.demoDAO = demoDAO;
     }
 
+
+    /**
+     * 这里会一行行的返回头
+     *
+     * @param headMap
+     * @param context
+     */
+    @Override
+    public void invokeHead(Map<Integer, ReadCellData<?>> headMap, AnalysisContext context) {
+        log.info("解析到一条头数据:{}", JSON.toJSONString(headMap));
+
+        Map<Integer, String> integerStringMap = ConverterUtils.convertToStringMap(headMap, context);
+
+        log.info("转换解析到的一条头数据:{}", integerStringMap);
+
+
+        Set<Integer> integers = integerStringMap.keySet();
+        for (Integer integer : integers) {
+            list.add(integerStringMap.get(integer));
+        }
+
+
+        // 如果想转成成 Map<Integer,String>
+        // 方案1： 不要implements ReadListener 而是 extends AnalysisEventListener
+        // 方案2： 调用 ConverterUtils.convertToStringMap(headMap, context) 自动会转换
+    }
+
     /**
      * 这个每一条数据解析都会来调用
      *
@@ -81,6 +113,7 @@ public class DemoDataListener implements ReadListener<StuUploadExcelUser> {
         cachedDataList.forEach(item->{
             item.setUserId(userId);
             item.setModule(name);
+            item.setStepOneA(JSON.toJSONString(list));
         });
 
         demoDAO.insertBatch(cachedDataList);

src/main/resources/mappers/StuMachineLearningMapper.xml

@@ -59,6 +59,24 @@
     <result column="step_eleven_b" jdbcType="VARCHAR" property="stepElevenB" />
     <result column="step_eleven_c" jdbcType="VARCHAR" property="stepElevenC" />
     <result column="error_field" jdbcType="VARCHAR" property="errorField" />
+    <result column="step_new" jdbcType="VARCHAR" property="stepNew" />
+    <result column="step_new_one" jdbcType="VARCHAR" property="stepNewOne" />
+    <result column="step_new_two" jdbcType="VARCHAR" property="stepNewTwo" />
+    <result column="step_new_three" jdbcType="VARCHAR" property="stepNewThree" />
+    <result column="step_new_five" jdbcType="VARCHAR" property="stepNewFive" />
+    <result column="step_new_six" jdbcType="VARCHAR" property="stepNewSix" />
+    <result column="step_new_nine" jdbcType="VARCHAR" property="stepNewNine" />
+    <result column="step_new_eight" jdbcType="VARCHAR" property="stepNewEight" />
+    <result column="step_new_ten" jdbcType="VARCHAR" property="stepNewTen" />
+    <result column="step_new_eleven" jdbcType="VARCHAR" property="stepNewEleven" />
+    <result column="step_new_shier" jdbcType="VARCHAR" property="stepNewShier" />
+    <result column="step_new_shisan" jdbcType="VARCHAR" property="stepNewShisan" />
+    <result column="step_new_shisi" jdbcType="VARCHAR" property="stepNewShisi" />
+    <result column="step_new_shiwu" jdbcType="VARCHAR" property="stepNewShiwu" />
+    <result column="step_new_shiliu" jdbcType="VARCHAR" property="stepNewShiliu" />
+  </resultMap>
+  <resultMap extends="BaseResultMap" id="ResultMapWithBLOBs" type="com.sztzjy.marketing.entity.StuMachineLearning">
+    <result column="active_user_analysis" jdbcType="LONGVARCHAR" property="activeUserAnalysis" />
   </resultMap>
   <sql id="Example_Where_Clause">
     <where>
@@ -127,8 +145,30 @@
     step_nine_c, success_number, user_id, sub_state, module, one_sub_state, two_sub_state, 
     three_sub_state, four_sub_state, five_sub_state, six_sub_state, seven_sub_state, 
     create_time, update_time, step_nine_d, step_ten_a, step_ten_b, step_ten_c, step_ten_d, 
-    step_eleven_a, step_eleven_b, step_eleven_c, error_field
+    step_eleven_a, step_eleven_b, step_eleven_c, error_field, step_new, step_new_one, 
+    step_new_two, step_new_three, step_new_five, step_new_six, step_new_nine, step_new_eight, 
+    step_new_ten, step_new_eleven, step_new_shier, step_new_shisan, step_new_shisi, step_new_shiwu, 
+    step_new_shiliu
+  </sql>
+  <sql id="Blob_Column_List">
+    active_user_analysis
   </sql>
+  <select id="selectByExampleWithBLOBs" parameterType="com.sztzjy.marketing.entity.StuMachineLearningExample" resultMap="ResultMapWithBLOBs">
+    select
+    <if test="distinct">
+      distinct
+    </if>
+    <include refid="Base_Column_List" />
+    ,
+    <include refid="Blob_Column_List" />
+    from stu_machine_learning
+    <if test="_parameter != null">
+      <include refid="Example_Where_Clause" />
+    </if>
+    <if test="orderByClause != null">
+      order by ${orderByClause}
+    </if>
+  </select>
   <select id="selectByExample" parameterType="com.sztzjy.marketing.entity.StuMachineLearningExample" resultMap="BaseResultMap">
     select
     <if test="distinct">
@@ -143,9 +183,11 @@
       order by ${orderByClause}
     </if>
   </select>
-  <select id="selectByPrimaryKey" parameterType="java.lang.Integer" resultMap="BaseResultMap">
+  <select id="selectByPrimaryKey" parameterType="java.lang.Integer" resultMap="ResultMapWithBLOBs">
     select 
     <include refid="Base_Column_List" />
+    ,
+    <include refid="Blob_Column_List" />
     from stu_machine_learning
     where id = #{id,jdbcType=INTEGER}
   </select>
@@ -178,8 +220,13 @@
       seven_sub_state, create_time, update_time, 
       step_nine_d, step_ten_a, step_ten_b, 
       step_ten_c, step_ten_d, step_eleven_a, 
-      step_eleven_b, step_eleven_c, error_field
+      step_eleven_b, step_eleven_c, error_field, 
-      )
+      step_new, step_new_one, step_new_two, 
+      step_new_three, step_new_five, step_new_six, 
+      step_new_nine, step_new_eight, step_new_ten, 
+      step_new_eleven, step_new_shier, step_new_shisan, 
+      step_new_shisi, step_new_shiwu, step_new_shiliu, 
+      active_user_analysis)
     values (#{id,jdbcType=INTEGER}, #{stepOneA,jdbcType=VARCHAR}, #{stepOneB,jdbcType=VARCHAR}, 
       #{stepOneC,jdbcType=VARCHAR}, #{stepOneD,jdbcType=VARCHAR}, #{stepTwoA,jdbcType=VARCHAR}, 
       #{stepTwoB,jdbcType=VARCHAR}, #{stepTwoC,jdbcType=VARCHAR}, #{stepThreeA,jdbcType=VARCHAR}, 
@@ -198,8 +245,13 @@
       #{sevenSubState,jdbcType=INTEGER}, #{createTime,jdbcType=TIMESTAMP}, #{updateTime,jdbcType=TIMESTAMP}, 
       #{stepNineD,jdbcType=VARCHAR}, #{stepTenA,jdbcType=VARCHAR}, #{stepTenB,jdbcType=VARCHAR}, 
       #{stepTenC,jdbcType=VARCHAR}, #{stepTenD,jdbcType=VARCHAR}, #{stepElevenA,jdbcType=VARCHAR}, 
-      #{stepElevenB,jdbcType=VARCHAR}, #{stepElevenC,jdbcType=VARCHAR}, #{errorField,jdbcType=VARCHAR}
+      #{stepElevenB,jdbcType=VARCHAR}, #{stepElevenC,jdbcType=VARCHAR}, #{errorField,jdbcType=VARCHAR}, 
-      )
+      #{stepNew,jdbcType=VARCHAR}, #{stepNewOne,jdbcType=VARCHAR}, #{stepNewTwo,jdbcType=VARCHAR}, 
+      #{stepNewThree,jdbcType=VARCHAR}, #{stepNewFive,jdbcType=VARCHAR}, #{stepNewSix,jdbcType=VARCHAR}, 
+      #{stepNewNine,jdbcType=VARCHAR}, #{stepNewEight,jdbcType=VARCHAR}, #{stepNewTen,jdbcType=VARCHAR}, 
+      #{stepNewEleven,jdbcType=VARCHAR}, #{stepNewShier,jdbcType=VARCHAR}, #{stepNewShisan,jdbcType=VARCHAR}, 
+      #{stepNewShisi,jdbcType=VARCHAR}, #{stepNewShiwu,jdbcType=VARCHAR}, #{stepNewShiliu,jdbcType=VARCHAR}, 
+      #{activeUserAnalysis,jdbcType=LONGVARCHAR})
   </insert>
   <insert id="insertSelective" parameterType="com.sztzjy.marketing.entity.StuMachineLearning">
     insert into stu_machine_learning
@@ -375,6 +427,54 @@
       <if test="errorField != null">
         error_field,
       </if>
+      <if test="stepNew != null">
+        step_new,
+      </if>
+      <if test="stepNewOne != null">
+        step_new_one,
+      </if>
+      <if test="stepNewTwo != null">
+        step_new_two,
+      </if>
+      <if test="stepNewThree != null">
+        step_new_three,
+      </if>
+      <if test="stepNewFive != null">
+        step_new_five,
+      </if>
+      <if test="stepNewSix != null">
+        step_new_six,
+      </if>
+      <if test="stepNewNine != null">
+        step_new_nine,
+      </if>
+      <if test="stepNewEight != null">
+        step_new_eight,
+      </if>
+      <if test="stepNewTen != null">
+        step_new_ten,
+      </if>
+      <if test="stepNewEleven != null">
+        step_new_eleven,
+      </if>
+      <if test="stepNewShier != null">
+        step_new_shier,
+      </if>
+      <if test="stepNewShisan != null">
+        step_new_shisan,
+      </if>
+      <if test="stepNewShisi != null">
+        step_new_shisi,
+      </if>
+      <if test="stepNewShiwu != null">
+        step_new_shiwu,
+      </if>
+      <if test="stepNewShiliu != null">
+        step_new_shiliu,
+      </if>
+      <if test="activeUserAnalysis != null">
+        active_user_analysis,
+      </if>
     </trim>
     <trim prefix="values (" suffix=")" suffixOverrides=",">
       <if test="id != null">
@@ -548,6 +648,54 @@
       <if test="errorField != null">
         #{errorField,jdbcType=VARCHAR},
       </if>
+      <if test="stepNew != null">
+        #{stepNew,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewOne != null">
+        #{stepNewOne,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewTwo != null">
+        #{stepNewTwo,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewThree != null">
+        #{stepNewThree,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewFive != null">
+        #{stepNewFive,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewSix != null">
+        #{stepNewSix,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewNine != null">
+        #{stepNewNine,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewEight != null">
+        #{stepNewEight,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewTen != null">
+        #{stepNewTen,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewEleven != null">
+        #{stepNewEleven,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShier != null">
+        #{stepNewShier,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShisan != null">
+        #{stepNewShisan,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShisi != null">
+        #{stepNewShisi,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShiwu != null">
+        #{stepNewShiwu,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShiliu != null">
+        #{stepNewShiliu,jdbcType=VARCHAR},
+      </if>
+      <if test="activeUserAnalysis != null">
+        #{activeUserAnalysis,jdbcType=LONGVARCHAR},
+      </if>
     </trim>
   </insert>
   <select id="countByExample" parameterType="com.sztzjy.marketing.entity.StuMachineLearningExample" resultType="java.lang.Long">
@@ -730,11 +878,138 @@
       <if test="record.errorField != null">
         error_field = #{record.errorField,jdbcType=VARCHAR},
       </if>
+      <if test="record.stepNew != null">
+        step_new = #{record.stepNew,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewOne != null">
+        step_new_one = #{record.stepNewOne,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewTwo != null">
+        step_new_two = #{record.stepNewTwo,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewThree != null">
+        step_new_three = #{record.stepNewThree,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewFive != null">
+        step_new_five = #{record.stepNewFive,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewSix != null">
+        step_new_six = #{record.stepNewSix,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewNine != null">
+        step_new_nine = #{record.stepNewNine,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewEight != null">
+        step_new_eight = #{record.stepNewEight,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewTen != null">
+        step_new_ten = #{record.stepNewTen,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewEleven != null">
+        step_new_eleven = #{record.stepNewEleven,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewShier != null">
+        step_new_shier = #{record.stepNewShier,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewShisan != null">
+        step_new_shisan = #{record.stepNewShisan,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewShisi != null">
+        step_new_shisi = #{record.stepNewShisi,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewShiwu != null">
+        step_new_shiwu = #{record.stepNewShiwu,jdbcType=VARCHAR},
+      </if>
+      <if test="record.stepNewShiliu != null">
+        step_new_shiliu = #{record.stepNewShiliu,jdbcType=VARCHAR},
+      </if>
+      <if test="record.activeUserAnalysis != null">
+        active_user_analysis = #{record.activeUserAnalysis,jdbcType=LONGVARCHAR},
+      </if>
     </set>
     <if test="_parameter != null">
       <include refid="Update_By_Example_Where_Clause" />
     </if>
   </update>
+  <update id="updateByExampleWithBLOBs" parameterType="map">
+    update stu_machine_learning
+    set id = #{record.id,jdbcType=INTEGER},
+      step_one_a = #{record.stepOneA,jdbcType=VARCHAR},
+      step_one_b = #{record.stepOneB,jdbcType=VARCHAR},
+      step_one_c = #{record.stepOneC,jdbcType=VARCHAR},
+      step_one_d = #{record.stepOneD,jdbcType=VARCHAR},
+      step_two_a = #{record.stepTwoA,jdbcType=VARCHAR},
+      step_two_b = #{record.stepTwoB,jdbcType=VARCHAR},
+      step_two_c = #{record.stepTwoC,jdbcType=VARCHAR},
+      step_three_a = #{record.stepThreeA,jdbcType=VARCHAR},
+      step_three_b = #{record.stepThreeB,jdbcType=VARCHAR},
+      step_three_c = #{record.stepThreeC,jdbcType=VARCHAR},
+      step_three_d = #{record.stepThreeD,jdbcType=VARCHAR},
+      step_four_a = #{record.stepFourA,jdbcType=VARCHAR},
+      step_four_b = #{record.stepFourB,jdbcType=VARCHAR},
+      step_four_c = #{record.stepFourC,jdbcType=VARCHAR},
+      step_four_d = #{record.stepFourD,jdbcType=VARCHAR},
+      step_five_a = #{record.stepFiveA,jdbcType=VARCHAR},
+      step_five_b = #{record.stepFiveB,jdbcType=VARCHAR},
+      step_five_c = #{record.stepFiveC,jdbcType=VARCHAR},
+      step_five_d = #{record.stepFiveD,jdbcType=VARCHAR},
+      step_six_a = #{record.stepSixA,jdbcType=VARCHAR},
+      step_six_b = #{record.stepSixB,jdbcType=VARCHAR},
+      step_six_c = #{record.stepSixC,jdbcType=VARCHAR},
+      step_six_d = #{record.stepSixD,jdbcType=VARCHAR},
+      step_seven_a = #{record.stepSevenA,jdbcType=VARCHAR},
+      step_seven_b = #{record.stepSevenB,jdbcType=VARCHAR},
+      step_seven_c = #{record.stepSevenC,jdbcType=VARCHAR},
+      step_seven_d = #{record.stepSevenD,jdbcType=VARCHAR},
+      step_eight_a = #{record.stepEightA,jdbcType=VARCHAR},
+      step_eight_b = #{record.stepEightB,jdbcType=VARCHAR},
+      step_eight_c = #{record.stepEightC,jdbcType=VARCHAR},
+      step_eight_d = #{record.stepEightD,jdbcType=VARCHAR},
+      step_nine_a = #{record.stepNineA,jdbcType=VARCHAR},
+      step_nine_b = #{record.stepNineB,jdbcType=VARCHAR},
+      step_nine_c = #{record.stepNineC,jdbcType=VARCHAR},
+      success_number = #{record.successNumber,jdbcType=INTEGER},
+      user_id = #{record.userId,jdbcType=VARCHAR},
+      sub_state = #{record.subState,jdbcType=INTEGER},
+      module = #{record.module,jdbcType=VARCHAR},
+      one_sub_state = #{record.oneSubState,jdbcType=INTEGER},
+      two_sub_state = #{record.twoSubState,jdbcType=INTEGER},
+      three_sub_state = #{record.threeSubState,jdbcType=INTEGER},
+      four_sub_state = #{record.fourSubState,jdbcType=INTEGER},
+      five_sub_state = #{record.fiveSubState,jdbcType=INTEGER},
+      six_sub_state = #{record.sixSubState,jdbcType=INTEGER},
+      seven_sub_state = #{record.sevenSubState,jdbcType=INTEGER},
+      create_time = #{record.createTime,jdbcType=TIMESTAMP},
+      update_time = #{record.updateTime,jdbcType=TIMESTAMP},
+      step_nine_d = #{record.stepNineD,jdbcType=VARCHAR},
+      step_ten_a = #{record.stepTenA,jdbcType=VARCHAR},
+      step_ten_b = #{record.stepTenB,jdbcType=VARCHAR},
+      step_ten_c = #{record.stepTenC,jdbcType=VARCHAR},
+      step_ten_d = #{record.stepTenD,jdbcType=VARCHAR},
+      step_eleven_a = #{record.stepElevenA,jdbcType=VARCHAR},
+      step_eleven_b = #{record.stepElevenB,jdbcType=VARCHAR},
+      step_eleven_c = #{record.stepElevenC,jdbcType=VARCHAR},
+      error_field = #{record.errorField,jdbcType=VARCHAR},
+      step_new = #{record.stepNew,jdbcType=VARCHAR},
+      step_new_one = #{record.stepNewOne,jdbcType=VARCHAR},
+      step_new_two = #{record.stepNewTwo,jdbcType=VARCHAR},
+      step_new_three = #{record.stepNewThree,jdbcType=VARCHAR},
+      step_new_five = #{record.stepNewFive,jdbcType=VARCHAR},
+      step_new_six = #{record.stepNewSix,jdbcType=VARCHAR},
+      step_new_nine = #{record.stepNewNine,jdbcType=VARCHAR},
+      step_new_eight = #{record.stepNewEight,jdbcType=VARCHAR},
+      step_new_ten = #{record.stepNewTen,jdbcType=VARCHAR},
+      step_new_eleven = #{record.stepNewEleven,jdbcType=VARCHAR},
+      step_new_shier = #{record.stepNewShier,jdbcType=VARCHAR},
+      step_new_shisan = #{record.stepNewShisan,jdbcType=VARCHAR},
+      step_new_shisi = #{record.stepNewShisi,jdbcType=VARCHAR},
+      step_new_shiwu = #{record.stepNewShiwu,jdbcType=VARCHAR},
+      step_new_shiliu = #{record.stepNewShiliu,jdbcType=VARCHAR},
+      active_user_analysis = #{record.activeUserAnalysis,jdbcType=LONGVARCHAR}
+    <if test="_parameter != null">
+      <include refid="Update_By_Example_Where_Clause" />
+    </if>
+  </update>
   <update id="updateByExample" parameterType="map">
     update stu_machine_learning
     set id = #{record.id,jdbcType=INTEGER},
@@ -793,7 +1068,22 @@
       step_eleven_a = #{record.stepElevenA,jdbcType=VARCHAR},
       step_eleven_b = #{record.stepElevenB,jdbcType=VARCHAR},
       step_eleven_c = #{record.stepElevenC,jdbcType=VARCHAR},
-      error_field = #{record.errorField,jdbcType=VARCHAR}
+      error_field = #{record.errorField,jdbcType=VARCHAR},
+      step_new = #{record.stepNew,jdbcType=VARCHAR},
+      step_new_one = #{record.stepNewOne,jdbcType=VARCHAR},
+      step_new_two = #{record.stepNewTwo,jdbcType=VARCHAR},
+      step_new_three = #{record.stepNewThree,jdbcType=VARCHAR},
+      step_new_five = #{record.stepNewFive,jdbcType=VARCHAR},
+      step_new_six = #{record.stepNewSix,jdbcType=VARCHAR},
+      step_new_nine = #{record.stepNewNine,jdbcType=VARCHAR},
+      step_new_eight = #{record.stepNewEight,jdbcType=VARCHAR},
+      step_new_ten = #{record.stepNewTen,jdbcType=VARCHAR},
+      step_new_eleven = #{record.stepNewEleven,jdbcType=VARCHAR},
+      step_new_shier = #{record.stepNewShier,jdbcType=VARCHAR},
+      step_new_shisan = #{record.stepNewShisan,jdbcType=VARCHAR},
+      step_new_shisi = #{record.stepNewShisi,jdbcType=VARCHAR},
+      step_new_shiwu = #{record.stepNewShiwu,jdbcType=VARCHAR},
+      step_new_shiliu = #{record.stepNewShiliu,jdbcType=VARCHAR}
     <if test="_parameter != null">
       <include refid="Update_By_Example_Where_Clause" />
     </if>
@@ -969,9 +1259,133 @@
       <if test="errorField != null">
         error_field = #{errorField,jdbcType=VARCHAR},
       </if>
+      <if test="stepNew != null">
+        step_new = #{stepNew,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewOne != null">
+        step_new_one = #{stepNewOne,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewTwo != null">
+        step_new_two = #{stepNewTwo,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewThree != null">
+        step_new_three = #{stepNewThree,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewFive != null">
+        step_new_five = #{stepNewFive,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewSix != null">
+        step_new_six = #{stepNewSix,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewNine != null">
+        step_new_nine = #{stepNewNine,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewEight != null">
+        step_new_eight = #{stepNewEight,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewTen != null">
+        step_new_ten = #{stepNewTen,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewEleven != null">
+        step_new_eleven = #{stepNewEleven,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShier != null">
+        step_new_shier = #{stepNewShier,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShisan != null">
+        step_new_shisan = #{stepNewShisan,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShisi != null">
+        step_new_shisi = #{stepNewShisi,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShiwu != null">
+        step_new_shiwu = #{stepNewShiwu,jdbcType=VARCHAR},
+      </if>
+      <if test="stepNewShiliu != null">
+        step_new_shiliu = #{stepNewShiliu,jdbcType=VARCHAR},
+      </if>
+      <if test="activeUserAnalysis != null">
+        active_user_analysis = #{activeUserAnalysis,jdbcType=LONGVARCHAR},
+      </if>
     </set>
     where id = #{id,jdbcType=INTEGER}
   </update>
+  <update id="updateByPrimaryKeyWithBLOBs" parameterType="com.sztzjy.marketing.entity.StuMachineLearning">
+    update stu_machine_learning
+    set step_one_a = #{stepOneA,jdbcType=VARCHAR},
+      step_one_b = #{stepOneB,jdbcType=VARCHAR},
+      step_one_c = #{stepOneC,jdbcType=VARCHAR},
+      step_one_d = #{stepOneD,jdbcType=VARCHAR},
+      step_two_a = #{stepTwoA,jdbcType=VARCHAR},
+      step_two_b = #{stepTwoB,jdbcType=VARCHAR},
+      step_two_c = #{stepTwoC,jdbcType=VARCHAR},
+      step_three_a = #{stepThreeA,jdbcType=VARCHAR},
+      step_three_b = #{stepThreeB,jdbcType=VARCHAR},
+      step_three_c = #{stepThreeC,jdbcType=VARCHAR},
+      step_three_d = #{stepThreeD,jdbcType=VARCHAR},
+      step_four_a = #{stepFourA,jdbcType=VARCHAR},
+      step_four_b = #{stepFourB,jdbcType=VARCHAR},
+      step_four_c = #{stepFourC,jdbcType=VARCHAR},
+      step_four_d = #{stepFourD,jdbcType=VARCHAR},
+      step_five_a = #{stepFiveA,jdbcType=VARCHAR},
+      step_five_b = #{stepFiveB,jdbcType=VARCHAR},
+      step_five_c = #{stepFiveC,jdbcType=VARCHAR},
+      step_five_d = #{stepFiveD,jdbcType=VARCHAR},
+      step_six_a = #{stepSixA,jdbcType=VARCHAR},
+      step_six_b = #{stepSixB,jdbcType=VARCHAR},
+      step_six_c = #{stepSixC,jdbcType=VARCHAR},
+      step_six_d = #{stepSixD,jdbcType=VARCHAR},
+      step_seven_a = #{stepSevenA,jdbcType=VARCHAR},
+      step_seven_b = #{stepSevenB,jdbcType=VARCHAR},
+      step_seven_c = #{stepSevenC,jdbcType=VARCHAR},
+      step_seven_d = #{stepSevenD,jdbcType=VARCHAR},
+      step_eight_a = #{stepEightA,jdbcType=VARCHAR},
+      step_eight_b = #{stepEightB,jdbcType=VARCHAR},
+      step_eight_c = #{stepEightC,jdbcType=VARCHAR},
+      step_eight_d = #{stepEightD,jdbcType=VARCHAR},
+      step_nine_a = #{stepNineA,jdbcType=VARCHAR},
+      step_nine_b = #{stepNineB,jdbcType=VARCHAR},
+      step_nine_c = #{stepNineC,jdbcType=VARCHAR},
+      success_number = #{successNumber,jdbcType=INTEGER},
+      user_id = #{userId,jdbcType=VARCHAR},
+      sub_state = #{subState,jdbcType=INTEGER},
+      module = #{module,jdbcType=VARCHAR},
+      one_sub_state = #{oneSubState,jdbcType=INTEGER},
+      two_sub_state = #{twoSubState,jdbcType=INTEGER},
+      three_sub_state = #{threeSubState,jdbcType=INTEGER},
+      four_sub_state = #{fourSubState,jdbcType=INTEGER},
+      five_sub_state = #{fiveSubState,jdbcType=INTEGER},
+      six_sub_state = #{sixSubState,jdbcType=INTEGER},
+      seven_sub_state = #{sevenSubState,jdbcType=INTEGER},
+      create_time = #{createTime,jdbcType=TIMESTAMP},
+      update_time = #{updateTime,jdbcType=TIMESTAMP},
+      step_nine_d = #{stepNineD,jdbcType=VARCHAR},
+      step_ten_a = #{stepTenA,jdbcType=VARCHAR},
+      step_ten_b = #{stepTenB,jdbcType=VARCHAR},
+      step_ten_c = #{stepTenC,jdbcType=VARCHAR},
+      step_ten_d = #{stepTenD,jdbcType=VARCHAR},
+      step_eleven_a = #{stepElevenA,jdbcType=VARCHAR},
+      step_eleven_b = #{stepElevenB,jdbcType=VARCHAR},
+      step_eleven_c = #{stepElevenC,jdbcType=VARCHAR},
+      error_field = #{errorField,jdbcType=VARCHAR},
+      step_new = #{stepNew,jdbcType=VARCHAR},
+      step_new_one = #{stepNewOne,jdbcType=VARCHAR},
+      step_new_two = #{stepNewTwo,jdbcType=VARCHAR},
+      step_new_three = #{stepNewThree,jdbcType=VARCHAR},
+      step_new_five = #{stepNewFive,jdbcType=VARCHAR},
+      step_new_six = #{stepNewSix,jdbcType=VARCHAR},
+      step_new_nine = #{stepNewNine,jdbcType=VARCHAR},
+      step_new_eight = #{stepNewEight,jdbcType=VARCHAR},
+      step_new_ten = #{stepNewTen,jdbcType=VARCHAR},
+      step_new_eleven = #{stepNewEleven,jdbcType=VARCHAR},
+      step_new_shier = #{stepNewShier,jdbcType=VARCHAR},
+      step_new_shisan = #{stepNewShisan,jdbcType=VARCHAR},
+      step_new_shisi = #{stepNewShisi,jdbcType=VARCHAR},
+      step_new_shiwu = #{stepNewShiwu,jdbcType=VARCHAR},
+      step_new_shiliu = #{stepNewShiliu,jdbcType=VARCHAR},
+      active_user_analysis = #{activeUserAnalysis,jdbcType=LONGVARCHAR}
+    where id = #{id,jdbcType=INTEGER}
+  </update>
   <update id="updateByPrimaryKey" parameterType="com.sztzjy.marketing.entity.StuMachineLearning">
     update stu_machine_learning
     set step_one_a = #{stepOneA,jdbcType=VARCHAR},
@@ -1029,7 +1443,22 @@
       step_eleven_a = #{stepElevenA,jdbcType=VARCHAR},
       step_eleven_b = #{stepElevenB,jdbcType=VARCHAR},
       step_eleven_c = #{stepElevenC,jdbcType=VARCHAR},
-      error_field = #{errorField,jdbcType=VARCHAR}
+      error_field = #{errorField,jdbcType=VARCHAR},
+      step_new = #{stepNew,jdbcType=VARCHAR},
+      step_new_one = #{stepNewOne,jdbcType=VARCHAR},
+      step_new_two = #{stepNewTwo,jdbcType=VARCHAR},
+      step_new_three = #{stepNewThree,jdbcType=VARCHAR},
+      step_new_five = #{stepNewFive,jdbcType=VARCHAR},
+      step_new_six = #{stepNewSix,jdbcType=VARCHAR},
+      step_new_nine = #{stepNewNine,jdbcType=VARCHAR},
+      step_new_eight = #{stepNewEight,jdbcType=VARCHAR},
+      step_new_ten = #{stepNewTen,jdbcType=VARCHAR},
+      step_new_eleven = #{stepNewEleven,jdbcType=VARCHAR},
+      step_new_shier = #{stepNewShier,jdbcType=VARCHAR},
+      step_new_shisan = #{stepNewShisan,jdbcType=VARCHAR},
+      step_new_shisi = #{stepNewShisi,jdbcType=VARCHAR},
+      step_new_shiwu = #{stepNewShiwu,jdbcType=VARCHAR},
+      step_new_shiliu = #{stepNewShiliu,jdbcType=VARCHAR}
     where id = #{id,jdbcType=INTEGER}
   </update>
 </mapper>