update

io.sc.engine.mv.sample/src/main/java/io/sc/engine/mv/sample/service/DaiKuanImporterService.java

@@ -0,0 +1,5 @@
+package io.sc.engine.mv.sample.service;
+
+public interface DaiKuanImporterService {
+    public void load() throws Exception;
+}

io.sc.engine.mv.sample/src/main/java/io/sc/engine/mv/sample/service/TestCaseImporterService.java

@@ -0,0 +1,5 @@
+package io.sc.engine.mv.sample.service;
+
+public interface TestCaseImporterService {
+    public void load() throws Exception;
+}

io.sc.engine.mv.sample/src/main/java/io/sc/engine/mv/sample/service/impl/DaiKuanImporterServiceImpl.java

@@ -0,0 +1,189 @@
+package io.sc.engine.mv.sample.service.impl;
+
+import com.opencsv.CSVReader;
+import com.opencsv.CSVReaderBuilder;
+import io.sc.engine.mv.sample.service.CardGongXinImporterService;
+import io.sc.engine.mv.sample.service.DaiKuanImporterService;
+import io.sc.platform.core.util.DateUtil;
+import io.sc.platform.jdbc.sql.builder.InsertIntoSqlBuilder;
+import io.sc.platform.jdbc.util.SqlBatcher;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.core.io.DefaultResourceLoader;
+import org.springframework.core.io.Resource;
+import org.springframework.jdbc.core.JdbcTemplate;
+import org.springframework.stereotype.Service;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.util.Date;
+import java.util.Iterator;
+import java.util.UUID;
+
+@Service
+public class DaiKuanImporterServiceImpl implements DaiKuanImporterService {
+    private static final String URL ="classpath:/io/sc/engine/mv/sample/贷款模型.csv";
+    private static final String MODEL_ID ="DAIKUAN";
+    private static final String MODEL_NAME ="贷款";
+    @Autowired
+    private JdbcTemplate jdbcTemplate;
+
+    @Override
+    public void load() throws Exception {
+        //删除违约记录表的数据
+        deleteDefaultRecord();
+        //删除评分记录表的数据
+        deleteScoreRecord();
+        //更新模型配置表的数据
+        updateModelConfigure();
+        //更新咨询建模时的客户分布配置表的数据
+        updateDistributionConfigure();
+        //更新标尺表的数据
+        updateScaleConfigure();
+        //导入测试用例评分记录和违约记录
+        importData();
+    }
+
+    private void deleteDefaultRecord(){
+        jdbcTemplate.update("delete from MV_DEFAULT_RECORD where FD_CUSTOM_ID in (select distinct FD_CUSTOM_ID from MV_SCORE_RECORD where FD_MODEL_ID=?)",MODEL_ID);
+    }
+
+    private void deleteScoreRecord(){
+        jdbcTemplate.update("delete from MV_SCORE_RECORD where FD_MODEL_ID=?",MODEL_ID);
+    }
+
+    private void updateModelConfigure(){
+        jdbcTemplate.update("delete from MV_CFG_MODEL where FD_MODEL_ID=?",MODEL_ID);
+        InsertIntoSqlBuilder builder =new InsertIntoSqlBuilder();
+        builder.table("MV_CFG_MODEL")
+                .field("FD_ID",MODEL_ID)
+                .field("FD_MODEL_ID",MODEL_ID)
+                .field("FD_MODEL_NAME",MODEL_NAME)
+                .field("FD_TYPE","IMPORT_FROM_SCORE_RECORD")
+                .field("DATA_COME_FROM_","IMPORT")
+                .field("CREATOR_","system")
+                .field("CREATE_DATE_",new Date())
+                .field("LAST_MODIFIER_","system")
+                .field("LAST_MODIFYDATE_",new Date())
+                .insert(jdbcTemplate);
+
+
+    }
+
+    private void updateDistributionConfigure(){
+        jdbcTemplate.update("delete from MV_CFG_DISTRIBUTION where FD_MODEL_ID=?",MODEL_ID);
+        insertDistributionConfigure( 1,10,0);
+        insertDistributionConfigure(11,20,0);
+        insertDistributionConfigure(21,30,0);
+        insertDistributionConfigure(31,40,30);
+        insertDistributionConfigure(41,50,30);
+        insertDistributionConfigure(51,60,2000);
+        insertDistributionConfigure(61,70,1000);
+        insertDistributionConfigure(71,80,600);
+        insertDistributionConfigure(81,90,600);
+        insertDistributionConfigure(91,100,1500);
+    }
+
+    private void insertDistributionConfigure(int start,int end,int count){
+        new InsertIntoSqlBuilder().table("MV_CFG_DISTRIBUTION")
+                .field("FD_ID",UUID.randomUUID().toString())
+                .field("FD_MODEL_ID",MODEL_ID)
+                .field("FD_MODEL_NAME",MODEL_NAME)
+                .field("FD_SCORE_SEG_START",start)
+                .field("FD_SCORE_SEG_END",end)
+                .field("FD_COUNT",count)
+                .field("CREATOR_","system")
+                .field("CREATE_DATE_",new Date())
+                .field("LAST_MODIFIER_","system")
+                .field("LAST_MODIFYDATE_",new Date())
+                .insert(jdbcTemplate);
+    }
+
+    private void updateScaleConfigure(){
+        jdbcTemplate.update("delete from MV_CFG_SCALE where FD_MODEL_ID is null");
+        insertScaleConfigure( 1,0.0);
+        insertScaleConfigure(2,0.0015);
+        insertScaleConfigure(3,0.0033);
+        insertScaleConfigure(4,0.0060);
+        insertScaleConfigure(5,0.0088);
+        insertScaleConfigure(6,0.0189);
+        insertScaleConfigure(7,0.03);
+        insertScaleConfigure(8,0.0486);
+        insertScaleConfigure(9,0.0685);
+        insertScaleConfigure(10,0.1054);
+        insertScaleConfigure(11,0.2869);
+        insertScaleConfigure(12,0.5128);
+    }
+
+    private void insertScaleConfigure(int order,double pd){
+        new InsertIntoSqlBuilder().table("MV_CFG_SCALE")
+                .field("FD_ID", UUID.randomUUID().toString())
+                .field("FD_LEVEL",order)
+                .field("FD_PD",pd)
+                .field("FD_ORDER",order)
+                .field("CREATOR_","system")
+                .field("CREATE_DATE_",new Date())
+                .field("LAST_MODIFIER_","system")
+                .field("LAST_MODIFYDATE_",new Date())
+                .insert(jdbcTemplate);
+    }
+
+    private void importData() throws Exception {
+        Date scroeBeginDate =DateUtil.parseDate("2014-05-01", DateUtil.yyyy_MM_dd);
+        Date scroeEndDate =DateUtil.parseDate("2015-05-01", DateUtil.yyyy_MM_dd);
+        Date defaultConfirmDate =DateUtil.parseDate("2015-01-01", DateUtil.yyyy_MM_dd);
+        Resource resource =new DefaultResourceLoader().getResource(URL);
+        if(resource==null|| !resource.exists()){
+            throw new IOException("resource '" + URL + "' is not exists");
+        }
+        BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(resource.getInputStream()));
+        CSVReader reader = new CSVReaderBuilder(bufferedReader).withSkipLines(1).build();
+        Iterator<String[]> iterator = reader.iterator();
+        SqlBatcher scoreRecordBatcher =new SqlBatcher(getScoreRecordInsertSql());
+        SqlBatcher defaultRecordBatcher =new SqlBatcher(getDefaultRecordInsertSql());
+        long index =1;
+        while(iterator.hasNext()) {
+            String[] values = iterator.next();
+            scoreRecordBatcher.addArg(
+                    values[0],                      /* FD_CUSTOM_ID */
+                    values[0],                      /* FD_CUSTOM_NAME */
+                    MODEL_ID,                      /* FD_MODEL_ID */
+                    MODEL_NAME,                      /* FD_MODEL_NAME */
+                    Double.parseDouble(values[1]),  /* FD_SCORE */
+                    values[2],                      /* FD_LEVEL */
+                    scroeBeginDate,                 /* FD_SCORE_BEGIN_DATE */
+                    scroeEndDate                    /* FD_SCORE_END_DATE */
+            );
+
+            if("1".equalsIgnoreCase(values[3])){
+                defaultRecordBatcher.addArg(values[0],defaultConfirmDate);
+            }
+
+            if(index%500==0){
+                scoreRecordBatcher.execute(jdbcTemplate);
+                defaultRecordBatcher.execute(jdbcTemplate);
+            }
+            index++;
+        }
+        scoreRecordBatcher.execute(jdbcTemplate);
+        defaultRecordBatcher.execute(jdbcTemplate);
+    }
+
+    private String getScoreRecordInsertSql(){
+        return ""
+                + "insert into MV_SCORE_RECORD("
+                + "    FD_CUSTOM_ID,"
+                + "    FD_CUSTOM_NAME,"
+                + "    FD_MODEL_ID,"
+                + "    FD_MODEL_NAME,"
+                + "    FD_SCORE,"
+                + "    FD_LEVEL,"
+                + "    FD_SCORE_BEGIN_DATE,"
+                + "    FD_SCORE_END_DATE"
+                + ") values (?,?,?,?,?,?,?,?)";
+    }
+
+    private String getDefaultRecordInsertSql(){
+        return "insert into MV_DEFAULT_RECORD(FD_CUSTOM_ID,FD_DEFAULT_CONFIRM_DATE) values (?,?)";
+    }
+}

io.sc.engine.mv.sample/src/main/java/io/sc/engine/mv/sample/service/impl/TestCaseImporterServiceImpl.java

@@ -0,0 +1,162 @@
+package io.sc.engine.mv.sample.service.impl;
+
+import com.opencsv.CSVReader;
+import com.opencsv.CSVReaderBuilder;
+import io.sc.engine.mv.sample.service.TestCaseImporterService;
+import io.sc.platform.core.util.DateUtil;
+import io.sc.platform.core.util.StringUtil;
+import io.sc.platform.jdbc.sql.builder.InsertIntoSqlBuilder;
+import io.sc.platform.jdbc.util.SqlBatcher;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.core.io.DefaultResourceLoader;
+import org.springframework.core.io.Resource;
+import org.springframework.jdbc.core.JdbcTemplate;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.util.Date;
+import java.util.Iterator;
+import java.util.UUID;
+
+@Service
+public class TestCaseImporterServiceImpl implements TestCaseImporterService {
+    private static final String URL ="classpath:/io/sc/engine/mv/sample/TestCase.csv";
+    private static final String MODEL_ID ="M1";
+    private static final String MODEL_NAME ="测试用例模型";
+
+    @Autowired private JdbcTemplate jdbcTemplate;
+
+    @Override
+    public void load() throws Exception {
+        //删除违约记录表的数据
+        deleteDefaultRecord();
+        //删除评分记录表的数据
+        deleteScoreRecord();
+        //更新模型配置表的数据
+        updateModelConfigure();
+        //更新咨询建模时的客户分布配置表的数据
+        updateDistributionConfigure();
+        //导入测试用例评分记录和违约记录
+        importData();
+    }
+
+    private void deleteDefaultRecord(){
+        jdbcTemplate.update("delete from MV_DEFAULT_RECORD where FD_CUSTOM_ID in (select distinct FD_CUSTOM_ID from MV_SCORE_RECORD where FD_MODEL_ID=?)",MODEL_ID);
+    }
+
+    private void deleteScoreRecord(){
+        jdbcTemplate.update("delete from MV_SCORE_RECORD where FD_MODEL_ID=?",MODEL_ID);
+    }
+
+    private void updateModelConfigure(){
+        jdbcTemplate.update("delete from MV_CFG_MODEL where FD_MODEL_ID=?",MODEL_ID);
+        InsertIntoSqlBuilder builder =new InsertIntoSqlBuilder();
+        builder.table("MV_CFG_MODEL")
+                .field("FD_ID",UUID.randomUUID().toString())
+                .field("FD_MODEL_ID",MODEL_ID)
+                .field("FD_MODEL_NAME",MODEL_NAME)
+                .field("FD_TYPE","IMPORT_FROM_SCORE_RECORD")
+                .field("DATA_COME_FROM_","IMPORT")
+                .field("CREATOR_","system")
+                .field("CREATE_DATE_",new Date())
+                .field("LAST_MODIFIER_","system")
+                .field("LAST_MODIFYDATE_",new Date())
+                .insert(jdbcTemplate);
+
+
+    }
+
+    private void updateDistributionConfigure(){
+        jdbcTemplate.update("delete from MV_CFG_DISTRIBUTION where FD_MODEL_ID=?",MODEL_ID);
+        insertDistributionConfigure(1,20,0);
+        insertDistributionConfigure(21,40,20);
+        insertDistributionConfigure(41,60,50);
+        insertDistributionConfigure(61,80,60);
+        insertDistributionConfigure(81,100,30);
+    }
+
+    private void insertDistributionConfigure(int start,int end,int count){
+        new InsertIntoSqlBuilder().table("MV_CFG_DISTRIBUTION")
+                .field("FD_ID", UUID.randomUUID().toString())
+                .field("FD_MODEL_ID",MODEL_ID)
+                .field("FD_MODEL_NAME",MODEL_NAME)
+                .field("FD_SCORE_SEG_START",start)
+                .field("FD_SCORE_SEG_END",end)
+                .field("FD_COUNT",count)
+                .field("CREATOR_","system")
+                .field("CREATE_DATE_",new Date())
+                .field("LAST_MODIFIER_","system")
+                .field("LAST_MODIFYDATE_",new Date())
+                .insert(jdbcTemplate);
+    }
+
+    private void importData() throws Exception {
+        Resource resource =new DefaultResourceLoader().getResource(URL);
+        if(resource==null|| !resource.exists()){
+            throw new IOException("resource '" + URL + "' is not exists");
+        }
+        BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(resource.getInputStream()));
+        CSVReader reader = new CSVReaderBuilder(bufferedReader).withSkipLines(3).build();
+        Iterator<String[]> iterator = reader.iterator();
+        SqlBatcher scoreRecordBatcher =new SqlBatcher(getScoreRecordInsertSql());
+        SqlBatcher defaultRecordBatcher =new SqlBatcher(getDefaultRecordInsertSql());
+        long index =1;
+        while(iterator.hasNext()) {
+            String[] values = iterator.next();
+            if(values!=null && values.length>0){
+                for(int i=0;i<values.length;i++){
+                    values[i] =values[i]==null?null:values[i].trim();
+                }
+            }
+
+            scoreRecordBatcher.addArg(
+                    values[0],                                              /* FD_CUSTOM_ID */
+                    values[1],                                              /* FD_CUSTOM_NAME */
+                    values[2],                                              /* FD_MODEL_ID */
+                    values[3],                                              /* FD_MODEL_NAME */
+                    Double.parseDouble(values[4]),                          /* FD_PD */
+                    Double.parseDouble(values[5]),                          /* FD_SCORE */
+                    Double.parseDouble(values[6]),                          /* FD_SCORE_QUANTITATIVE */
+                    Double.parseDouble(values[7]),                          /* FD_SCORE_QUALITATIVE */
+                    values[8],                                              /* FD_LEVEL */
+                    DateUtil.parseDate(values[9], DateUtil.yyyy_MM_dd),     /* FD_SCORE_BEGIN_DATE */
+                    DateUtil.parseDate(values[10], DateUtil.yyyy_MM_dd)     /* FD_SCORE_END_DATE */
+            );
+
+            if(StringUtils.hasText(values[11])){
+                defaultRecordBatcher.addArg(values[0],DateUtil.parseDate(values[11], DateUtil.yyyy_MM_dd));
+            }
+
+            if(index%500==0){
+                scoreRecordBatcher.execute(jdbcTemplate);
+                defaultRecordBatcher.execute(jdbcTemplate);
+            }
+            index++;
+        }
+        scoreRecordBatcher.execute(jdbcTemplate);
+        defaultRecordBatcher.execute(jdbcTemplate);
+    }
+
+    private String getScoreRecordInsertSql(){
+        return "insert into MV_SCORE_RECORD("
+                + "    FD_CUSTOM_ID,"
+                + "    FD_CUSTOM_NAME,"
+                + "    FD_MODEL_ID,"
+                + "    FD_MODEL_NAME,"
+                + "    FD_PD,"
+                + "    FD_SCORE,"
+                + "    FD_SCORE_QUANTITATIVE,"
+                + "    FD_SCORE_QUALITATIVE,"
+                + "    FD_LEVEL,"
+                + "    FD_SCORE_BEGIN_DATE,"
+                + "    FD_SCORE_END_DATE"
+                + ") values (?,?,?,?,?,?,?,?,?,?,?)";
+    }
+
+    private String getDefaultRecordInsertSql(){
+        return "insert into MV_DEFAULT_RECORD(FD_CUSTOM_ID,FD_DEFAULT_CONFIRM_DATE) values (?,?)";
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/CoeResult.java

@@ -0,0 +1,11 @@
+package io.sc.engine.mv;
+
+/**
+ * 估值准确性检验结果枚举值
+ * @author wangshaoping
+ *
+ */
+public enum CoeResult {
+    PASS,		//验证通过
+    NOT_PASS;	//验证未通过
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/DataExtractor.java

@@ -0,0 +1,14 @@
+package io.sc.engine.mv;
+
+/**
+ * 模型验证源数据抽取器
+ * @author wangshaoping
+ *
+ */
+public interface DataExtractor extends ProgressTracker{
+    /**
+     * 抽取源数据
+     * @param runtimeContext 模型验证执行上下文对象
+     */
+    public void extract(RuntimeContext runtimeContext);
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/DataExtractorManager.java

@@ -0,0 +1,106 @@
+package io.sc.engine.mv;
+
+import io.sc.engine.mv.jpa.entity.CfgDataExtractor;
+import io.sc.engine.mv.jpa.repository.CfgDataExtractorRepository;
+import io.sc.platform.core.support.ProgressInfo;
+import io.sc.platform.groovy.GroovyScriptExecutor;
+import io.sc.platform.jdbc.service.DatasourceService;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.ApplicationContext;
+import org.springframework.stereotype.Component;
+import org.springframework.util.StringUtils;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * 数据抽取器接口管理器
+ * @author wangshaoping
+ *
+ */
+@Component("mvDataExtractorManager")
+public class DataExtractorManager {
+    private static final Logger log =LoggerFactory.getLogger(DataExtractorManager.class);
+    @Autowired private CfgDataExtractorRepository repository;
+    @Autowired private ApplicationContext applicationContext;
+    @Autowired private DatasourceService datasourceService;
+
+    /**
+     * 获取所有可用的数据抽取器的预计执行时间权重之和
+     * @param runtimeContext 执行上下文
+     * @return 所有可用的数据抽取器的预计执行时间权重之和
+     */
+    public int getTotalWeight(RuntimeContext runtimeContext){
+        int totalWeight =0;
+        List<CfgDataExtractor> dataExtractors =repository.findByEnableOrderByOrder(true);
+        if(dataExtractors!=null && dataExtractors.size()>0){
+            for(CfgDataExtractor dataExtractor : dataExtractors){
+                totalWeight +=dataExtractor.getExecuteTimeWeight();
+            }
+        }
+        return totalWeight;
+    }
+
+    /**
+     * 执行所有可用的数据抽取器
+     * @param runtimeContext 执行上下文
+     * @param progressInfo 执行进度信息
+     * @throws Exception 违例
+     */
+    public void execute(RuntimeContext runtimeContext, ProgressInfo progressInfo) throws Exception{
+        List<CfgDataExtractor> dataExtractors =repository.findByEnableOrderByOrder(true);
+        if(dataExtractors!=null && dataExtractors.size()>0){
+            for(CfgDataExtractor dataExtractor : dataExtractors){
+                execute(dataExtractor,runtimeContext,progressInfo);
+            }
+        }
+    }
+
+    /**
+     * 执行数据抽取器
+     * @param dataExtractor 数据抽取器
+     * @param runtimeContext 执行上下文
+     * @param progressInfo 执行进度信息
+     * @throws Exception 违例
+     */
+    public void execute(CfgDataExtractor dataExtractor,RuntimeContext runtimeContext,ProgressInfo progressInfo) throws Exception{
+        String name =dataExtractor.getName();
+        String message ="开始执行数据抽取器[" + name + "]...";
+        log.info(message);
+        progressInfo.setMessageKey(message);
+        try {
+            executeGroovyScript(dataExtractor,runtimeContext);
+        } catch (Exception e) {
+            message ="执行数据抽取器[" + name + "]时，发生错误.";
+            progressInfo.setMessageKey(message);
+            throw new Exception(message,e);
+        }
+
+        message ="结束执行数据抽取器[" + name + "]";
+        log.info(message);
+        progressInfo.setMessageKey(message);
+
+        progressInfo.addWeight(dataExtractor.getExecuteTimeWeight());
+    }
+
+    /**
+     * 执行数据抽取器(Groovy 脚本)
+     * @param dataExtractor 数据抽取器
+     * @param runtimeContext 执行上下文
+     * @throws Exception 违例
+     */
+    private void executeGroovyScript(CfgDataExtractor dataExtractor,RuntimeContext runtimeContext) throws Exception{
+        if(StringUtils.hasText(dataExtractor.getGroovyScript())){
+            Map<String,Object> context =new HashMap<String,Object>();
+            context.put("dataExtractor", dataExtractor);
+            context.put("runtimeContext", runtimeContext);
+            context.put("applicationContext", applicationContext);
+            context.put("defaultDataSource", datasourceService.getDefaultDatasource());
+            context.put("dataSource", datasourceService.getDatasource(dataExtractor.getDatasourceName()));
+            GroovyScriptExecutor.getInstance().eval(dataExtractor.getGroovyScript(), context);
+        }
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/DataExtractorType.java

@@ -0,0 +1,8 @@
+package io.sc.engine.mv;
+
+public enum DataExtractorType {
+    SQL,				//SQL 语句
+    JAVA_CLASS,			//Java 类
+    GROOVY_SCRIPT,		//groovy 脚本
+    SPRING_BEAN_NAME;	//spring bean 名称
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/Validator.java

@@ -0,0 +1,62 @@
+package io.sc.engine.mv;
+
+import java.util.Date;
+import java.util.Locale;
+
+import io.sc.platform.core.support.ProgressInfo;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+/**
+ * 模型验证器，作为模型验证的执行入口
+ * @author wangshaoping
+ *
+ */
+@Component("mvValidator")
+public class Validator {
+    //数据抽取器接口管理器
+    @Autowired private DataExtractorManager dataExtractorManager;
+    //模型验证执行器管理器
+    @Autowired private ExecutorManager executorManager;
+
+
+    /**
+     * 执行模型验证
+     * @param runtimeContext 模型验证运行时上下文对象
+     * @throws Exception 违例
+     */
+    public void validate(RuntimeContext runtimeContext) throws Exception{
+        validate(runtimeContext,new ProgressInfo(),Locale.getDefault());
+    }
+
+    /**
+     * 执行模型验证
+     * @param runtimeContext 模型验证运行时上下文对象
+     * @param progressInfo 执行进度跟踪器对象
+     * @throws Exception 违例
+     */
+    public void validate(RuntimeContext runtimeContext,ProgressInfo progressInfo) throws Exception{
+        validate(runtimeContext,progressInfo,Locale.getDefault());
+    }
+
+    /**
+     * 执行模型验证
+     * @param runtimeContext 模型验证运行时上下文对象
+     * @param progressInfo 执行进度跟踪器对象
+     * @param locale 区域对象
+     * @throws Exception 违例
+     */
+    public void validate(RuntimeContext runtimeContext,ProgressInfo progressInfo,Locale locale) throws Exception{
+        progressInfo.setStartDatetime(new Date());
+        progressInfo.setTotalWeight(dataExtractorManager.getTotalWeight(runtimeContext) + executorManager.getTotalWeight());
+
+        //执行源数据抽取
+        dataExtractorManager.execute(runtimeContext,progressInfo);
+        //执行模型验证计算
+        executorManager.execute(runtimeContext, progressInfo,locale);
+
+        //执行完毕
+        progressInfo.setCompletedDatetime(new Date());
+        progressInfo.setCurrentWeight(progressInfo.getTotalWeight());
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/ShowResultWebController.java

@@ -0,0 +1,47 @@
+package io.sc.engine.mv.controller;
+
+import io.sc.engine.mv.jpa.entity.GeneralResultHistory;
+import io.sc.engine.mv.jpa.entity.id.GeneralResultHistoryId;
+import io.sc.engine.mv.jpa.repository.GeneralResultHistoryRepository;
+import io.sc.engine.mv.jpa.repository.RuntimeParameterRepository;
+import io.sc.engine.mv.service.result.GeneralResultHistoryService;
+import io.sc.engine.mv.vo.GeneralResultHistoryVo;
+import io.sc.platform.core.util.CollectionUtil;
+import io.sc.platform.mvc.controller.support.RestCrudController;
+import io.sc.platform.orm.service.support.QueryParameter;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.servlet.ModelAndView;
+
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import java.util.List;
+
+/**
+ * 查询模型验证结果控制器
+ * @author wangshaoping
+ *
+ */
+@RestController
+@RequestMapping("/api/mv/result")
+public class ShowResultWebController extends RestCrudController<GeneralResultHistoryVo,GeneralResultHistory, GeneralResultHistoryId, GeneralResultHistoryRepository, GeneralResultHistoryService> {
+    @Autowired private GeneralResultHistoryRepository generalResultHistoryRepository;
+    @Autowired private RuntimeParameterRepository runtimeParameterRepository;
+
+    @Override
+    protected Page<GeneralResultHistoryVo> query(HttpServletRequest request, HttpServletResponse response, QueryParameter queryParameter) throws Exception {
+        Page<GeneralResultHistoryVo> page =super.query(request, response, queryParameter);
+        if(page!=null && page.getContent()!=null && !page.getContent().isEmpty()){
+            List<GeneralResultHistoryVo> content =page.getContent();
+            if(content!=null && !content.isEmpty()) {
+                for (GeneralResultHistoryVo vo : content) {
+                    vo.setRuntimeParameters(runtimeParameterRepository.findByValidateDateOrderBySno(vo.getValidateDate()));
+                }
+            }
+        }
+        return page;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/ShowSampleWebController.java

@@ -0,0 +1,44 @@
+package io.sc.engine.mv.controller;
+
+import io.sc.engine.mv.jpa.entity.GeneralSampleHistory;
+import io.sc.engine.mv.jpa.entity.id.GeneralSampleHistoryId;
+import io.sc.engine.mv.jpa.repository.GeneralSampleHistoryRepository;
+import io.sc.engine.mv.service.result.GeneralSampleHistoryService;
+import io.sc.engine.mv.vo.GeneralSampleHistoryVo;
+import io.sc.platform.core.util.CollectionUtil;
+import io.sc.platform.mvc.controller.support.RestCrudController;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.servlet.ModelAndView;
+
+/**
+ * 查询模型验证样本数据控制器
+ * @author wangshaoping
+ *
+ */
+@Controller
+@RequestMapping("/mv/sample")
+public class ShowSampleWebController extends RestCrudController<GeneralSampleHistoryVo,GeneralSampleHistory, GeneralSampleHistoryId, GeneralSampleHistoryRepository, GeneralSampleHistoryService> {
+    @Autowired private GeneralSampleHistoryRepository generalSampleHistoryRepository;
+
+    /**
+     * 模型验证样本页面
+     * @param modelId 模型ID
+     * @param validateDate 验证日期
+     * @return 模型视图对象
+     */
+    @RequestMapping("sampleDataView")
+    public ModelAndView sampleView(
+            @RequestParam(name="modelId",required=false) 		String modelId,
+            @RequestParam(name="validateDate",required=false) 	String validateDate
+    ){
+        ModelAndView mv =new ModelAndView("org/wsp/model/validator/view/sampleDataView.html");
+        mv.addObject("removeNavbar", true);
+        mv.addObject("modelId", modelId);
+        mv.addObject("validateDate", validateDate);
+        mv.addObject("distinctModelIdAndNames", CollectionUtil.arrayList2Map(generalSampleHistoryRepository.findDistinctModelIdAndNames()));
+        return mv;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/configuration/DataExtractorWebController.java

@@ -0,0 +1,35 @@
+package io.sc.engine.mv.controller.configuration;
+
+import io.sc.engine.mv.jpa.entity.CfgDataExtractor;
+import io.sc.engine.mv.jpa.repository.CfgDataExtractorRepository;
+import io.sc.engine.mv.service.configuration.CfgDataExtractorService;
+import io.sc.engine.mv.vo.CfgDataExtractorVo;
+import io.sc.platform.mvc.controller.support.RestCrudController;
+import io.sc.platform.system.ds.jpa.repository.DsRepository;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.servlet.ModelAndView;
+
+/**
+ * 数据抽取器接口配置控制器
+ * @author wangshaoping
+ *
+ */
+@RestController
+@RequestMapping("/api/mv/config/dataExtractor")
+public class DataExtractorWebController extends RestCrudController<CfgDataExtractorVo, CfgDataExtractor, String, CfgDataExtractorRepository, CfgDataExtractorService> {
+	@Autowired private DsRepository dsRepository;
+
+	@RequestMapping(value="test",method=RequestMethod.POST)
+	@ResponseBody
+	public void test(@RequestBody CfgDataExtractor object) throws Exception{
+		service.test(object);
+	}
+	
+	@RequestMapping(value="generateSample",method=RequestMethod.POST)
+	@ResponseBody
+	public void generateSample() throws Exception{
+		service.generateSample();
+	}
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/core/ChiSquareWebController.java

@@ -0,0 +1,38 @@
+package io.sc.engine.mv.controller.core;
+
+import io.sc.engine.mv.jpa.entity.CoeChiSquareHistory;
+import io.sc.engine.mv.jpa.repository.CoeChiSquareHistoryRepository;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.data.domain.Example;
+import org.springframework.data.domain.ExampleMatcher;
+import org.springframework.data.domain.ExampleMatcher.StringMatcher;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestMethod;
+import org.springframework.web.bind.annotation.ResponseBody;
+
+import java.util.List;
+
+@Controller
+@RequestMapping("/mv/coe/chiSquare")
+public class ChiSquareWebController {
+    @Autowired private CoeChiSquareHistoryRepository coeChiSquareHistoryRepository;
+
+    @RequestMapping(value="isc/fetch",method=RequestMethod.GET)
+    @ResponseBody
+    public List<CoeChiSquareHistory> iscFetch(CoeChiSquareHistory psiHistory){
+        return fetch(psiHistory);
+    }
+
+    @RequestMapping(value="fetch",method=RequestMethod.GET)
+    @ResponseBody
+    public List<CoeChiSquareHistory> fetch(CoeChiSquareHistory history){
+        ExampleMatcher matcher = ExampleMatcher.matching()
+                .withIgnoreNullValues()
+                .withIgnoreCase()
+                .withStringMatcher(StringMatcher.CONTAINING);
+        Example<CoeChiSquareHistory> example = Example.of(history, matcher);
+        List<CoeChiSquareHistory> result =coeChiSquareHistoryRepository.findAll(example);
+        return result;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/st/SvdWebController.java

@@ -0,0 +1,15 @@
+package io.sc.engine.mv.controller.st;
+
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.RequestMapping;
+
+@Controller
+@RequestMapping("/mv/st")
+public class SvdWebController {
+	/*
+	@Autowired private GeneralResultHistoryRepository generalResultHistoryRepository;
+	@Autowired private StPsiHistoryRepository stPsiHistoryRepository;
+	@Autowired private JdbcTemplate jdbcTemplate;
+	*/
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/controller/st/support/Threshold2SmartClientJavascript.java

@@ -0,0 +1,68 @@
+package io.sc.engine.mv.controller.st.support;
+
+import io.sc.engine.mv.jpa.entity.CfgThreshold;
+
+import java.util.List;
+
+
+public class Threshold2SmartClientJavascript {
+    public static String getScript(String var,List<CfgThreshold> thresholds){
+        return getScript("range",var,thresholds);
+    }
+
+    public static String getScript(String type,String var,List<CfgThreshold> thresholds){
+        StringBuilder sb =new StringBuilder();
+        for(int i=0;i<thresholds.size();i++){
+            if(i==0){
+                sb.append("if(");
+            }else{
+                sb.append("else if(");
+            }
+            if("range".equalsIgnoreCase(type)){
+                sb.append(parseRangeCondition(var,thresholds.get(i).getRange()));
+            }else if("quantitativeRange".equalsIgnoreCase(type)){
+                sb.append(parseRangeCondition(var,thresholds.get(i).getQuantitativeRange()));
+            }else if("qualitativeRange".equalsIgnoreCase(type)){
+                sb.append(parseRangeCondition(var,thresholds.get(i).getQualitativeRange()));
+            }
+            sb.append("){").append("\n");
+            sb.append("\treturn 'color:" + thresholds.get(i).getColor()).append(";';\n");
+            sb.append("}");
+        }
+        return sb.toString();
+    }
+
+    private static String parseRangeCondition(String var,String condition){
+        StringBuilder sb =new StringBuilder();
+        char left =condition.charAt(0);
+        char right =condition.charAt(condition.length()-1);
+        String mid =condition.substring(1,condition.length()-1);
+        String[] split =mid.split(",");
+        String leftValue =split[0];
+        String rightValue =split[1];
+
+        if("-".equals(leftValue)){
+
+        }else{
+            if('('==left){
+                sb.append(var + ">" + leftValue);
+            }else if('['==left){
+                sb.append(var + ">=" + leftValue);
+            }
+        }
+
+        if("-".equals(rightValue)){
+
+        }else{
+            if(!"-".equals(leftValue)){
+                sb.append(" && ");
+            }
+            if(')'==right){
+                sb.append(var + "<" + rightValue);
+            }else if(']'==right){
+                sb.append(var + "<=" + rightValue);
+            }
+        }
+        return sb.toString();
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/executor/CoeBinomialExecutor.java

@@ -0,0 +1,204 @@
+package io.sc.engine.mv.executor;
+
+import java.sql.PreparedStatement;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+
+import io.sc.engine.mv.CoeResult;
+import io.sc.engine.mv.RuntimeContext;
+import io.sc.engine.mv.jpa.entity.CfgBinomial;
+import io.sc.engine.mv.jpa.repository.CfgBinomialRepository;
+import io.sc.platform.core.support.ProgressInfo;
+import io.sc.platform.core.util.DateUtil;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.dao.DataAccessException;
+import org.springframework.jdbc.core.PreparedStatementSetter;
+import org.springframework.jdbc.core.ResultSetExtractor;
+import org.springframework.jdbc.core.RowCallbackHandler;
+import org.springframework.stereotype.Component;
+
+@Component
+public class CoeBinomialExecutor extends AbstractExecutor{
+    private static final int ORDER =3000;
+    @Autowired private CfgBinomialRepository cfgBinomialRepository;
+
+    @Override
+    public int getOrder() {
+        return ORDER;
+    }
+
+    @Override
+    public int getExecuteTimeWeight() {
+        return 10;
+    }
+
+    @Override
+    public void execute(RuntimeContext runtimeContext, ProgressInfo progressInfo) {
+        //初始化合格样本表及合格样本临时表
+        initKpi(runtimeContext,progressInfo);
+        //生成合格样本表
+        generateKpi(runtimeContext,progressInfo);
+        //将合格样本数据保存到历史表
+        saveToHistory(runtimeContext,progressInfo);
+    }
+
+    protected void initKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        log.info("开始执行初始化指标表...");
+        jdbcTemplate.execute("delete from MV_COE_BINOMIAL");
+        log.info("完成执行初始化指标表");
+    }
+
+    protected void generateKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        doGenerateKpi(runtimeContext,progressInfo);
+    }
+
+    private void doGenerateKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        CfgBinomial cfgBinomial =cfgBinomialRepository.findBySignificanceLevel(runtimeContext.getBinomialSignificanceLevel());
+        String sql =""
+                + " insert into MV_COE_BINOMIAL("
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     FD_SL,"
+                + "     FD_CL,"
+                + "     FD_Z_UPPER,"
+                + "     FD_Z_LOWER"
+                + " )"
+                + " select "
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     " + cfgBinomial.getSignificanceLevel() + ","
+                + "     " + cfgBinomial.getConfidenceLevel() + ","
+                + "     " + cfgBinomial.getzUpper() + ","
+                + "     " + cfgBinomial.getzLower() + ""
+                + " from MV_COE_CHI_SQUARE";
+        jdbcTemplate.execute(sql);
+
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_ND_AVG=FD_PD*FD_COUNT");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_ND_SD=SQRT(FD_PD*FD_COUNT*(1-FD_PD))");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_D_UPPER=FD_Z_UPPER*FD_ND_SD+FD_ND_AVG");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_D_LOWER=FD_Z_LOWER*FD_ND_SD+FD_ND_AVG");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_LE_UPPER=0");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_LE_UPPER=1 where FD_DEFAULT_COUNT<=FD_D_UPPER");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_GE_LOWER=0");
+        jdbcTemplate.execute("update MV_COE_BINOMIAL set FD_GE_LOWER=1 where FD_DEFAULT_COUNT>=FD_D_LOWER");
+
+        //更新模型验证结果表
+        sql ="select FD_MODEL_ID,max(FD_MODEL_NAME) FD_MODEL_NAME from MV_COE_BINOMIAL group by FD_MODEL_ID";
+        jdbcTemplate.query(sql, new RowCallbackHandler() {
+            @Override
+            public void processRow(ResultSet rs) throws SQLException {
+                String modelId =rs.getString("FD_MODEL_ID");
+                String modelName =rs.getString("FD_MODEL_NAME");
+                CoeResult result =pass(modelId);
+                //更新模型验证结果表
+                int updated =jdbcTemplate.update("update MV_GENERAL_RESULT set FD_COE_BINOMIAL=? where FD_MODEL_ID=?", result.toString(),modelId);
+                if(updated==0){
+                    jdbcTemplate.update("insert into MV_GENERAL_RESULT(FD_MODEL_ID,FD_MODEL_NAME,FD_COE_BINOMIAL) values(?,?,?)", modelId,modelName,result.toString());
+                }
+            }
+        });
+    }
+
+    private CoeResult pass(String modelId){
+        String sql ="select count(*) FD_COUNT,sum(FD_LE_UPPER) FD_SUM from MV_COE_BINOMIAL where FD_MODEL_ID='" + modelId + "'";
+        CoeResult result =jdbcTemplate.query(sql,new ResultSetExtractor<CoeResult>() {
+            @Override
+            public CoeResult extractData(ResultSet rs) throws SQLException, DataAccessException {
+                if(rs.next()){
+                    long count =rs.getLong("FD_COUNT");
+                    long sum =rs.getLong("FD_SUM");
+                    if(count==sum){
+                        return CoeResult.PASS;
+                    }
+                }
+                return CoeResult.NOT_PASS;
+            }
+        });
+        if(CoeResult.NOT_PASS.equals(result)){
+            return result;
+        }else{
+            sql ="select count(*) FD_COUNT,sum(FD_GE_LOWER) FD_SUM from MV_COE_BINOMIAL where FD_MODEL_ID='" + modelId + "'";
+            result =jdbcTemplate.query(sql,new ResultSetExtractor<CoeResult>() {
+                @Override
+                public CoeResult extractData(ResultSet rs) throws SQLException, DataAccessException {
+                    if(rs.next()){
+                        long count =rs.getLong("FD_COUNT");
+                        long sum =rs.getLong("FD_SUM");
+                        if(count==sum){
+                            return CoeResult.PASS;
+                        }
+                    }
+                    return CoeResult.NOT_PASS;
+                }
+            });
+        }
+        return result;
+    }
+
+    protected void saveToHistory(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        log.info("开始将计算并生成指标表数据保存到历史表中...");
+        final String runtimeDateString = DateUtil.formatDate(runtimeContext.getValidateDate(), DateUtil.yyyy_MM_dd_HH_mm_ss);
+        String sql ="delete from MV_COE_BINOMIAL_HIS where FD_VALIDATE_DATE=?";
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        sql = ""
+                + " insert into MV_COE_BINOMIAL_HIS ("
+                + "     FD_VALIDATE_DATE,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     FD_ND_AVG,"
+                + "     FD_ND_SD,"
+                + "     FD_SL,"
+                + "     FD_CL,"
+                + "     FD_Z_UPPER,"
+                + "     FD_Z_LOWER,"
+                + "     FD_D_UPPER,"
+                + "     FD_D_LOWER,"
+                + "     FD_LE_UPPER,"
+                + "     FD_GE_LOWER"
+                + " )"
+                + " select "
+                + "     ?,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     FD_ND_AVG,"
+                + "     FD_ND_SD,"
+                + "     FD_SL,"
+                + "     FD_CL,"
+                + "     FD_Z_UPPER,"
+                + "     FD_Z_LOWER,"
+                + "     FD_D_UPPER,"
+                + "     FD_D_LOWER,"
+                + "     FD_LE_UPPER,"
+                + "     FD_GE_LOWER"
+                + " from MV_COE_BINOMIAL";
+
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        log.info("完成将计算并生成指标表数据保存到历史表中");
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/executor/CoeChiSquareExecutor.java

@@ -0,0 +1,253 @@
+package io.sc.engine.mv.executor;
+
+import io.sc.engine.mv.CoeResult;
+import io.sc.engine.mv.RuntimeContext;
+import io.sc.engine.mv.executor.support.ExecutorUtil;
+import io.sc.engine.mv.jpa.entity.CfgChiSquare;
+import io.sc.engine.mv.jpa.entity.CfgScale;
+import io.sc.engine.mv.jpa.repository.CfgChiSquareRepository;
+import io.sc.engine.mv.jpa.repository.CfgScaleRepository;
+import io.sc.platform.core.support.ProgressInfo;
+import io.sc.platform.core.util.DateUtil;
+import io.sc.platform.jdbc.util.SqlBatcher;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.dao.DataAccessException;
+import org.springframework.jdbc.core.PreparedStatementSetter;
+import org.springframework.jdbc.core.ResultSetExtractor;
+import org.springframework.jdbc.core.RowCallbackHandler;
+import org.springframework.jdbc.core.RowMapper;
+import org.springframework.stereotype.Component;
+
+import java.sql.PreparedStatement;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.util.List;
+import java.util.Map;
+
+@Component
+public class CoeChiSquareExecutor extends AbstractExecutor{
+    private static final int ORDER =2000;
+    @Autowired private CfgScaleRepository scaleRepository;
+    @Autowired private CfgChiSquareRepository chiSquareRepository;
+
+    @Override
+    public int getOrder() {
+        return ORDER;
+    }
+
+    @Override
+    public int getExecuteTimeWeight() {
+        return 10;
+    }
+
+    @Override
+    public void execute(RuntimeContext runtimeContext, ProgressInfo progressInfo) {
+        //初始化合格样本表及合格样本临时表
+        initKpi(runtimeContext,progressInfo);
+        //生成合格样本表
+        generateKpi(runtimeContext,progressInfo);
+        //将合格样本数据保存到历史表
+        saveToHistory(runtimeContext,progressInfo);
+    }
+
+    protected void initKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        log.info("开始执行初始化指标表...");
+        jdbcTemplate.execute("delete from MV_COE_CHI_SQUARE");
+        log.info("完成执行初始化指标表");
+    }
+
+    protected void generateKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        initScale(runtimeContext,progressInfo);
+        doGenerateKpi(runtimeContext,progressInfo);
+        calChiSquare(runtimeContext,progressInfo);
+    }
+
+    private void initScale(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        final SqlBatcher sqlBatcher =new SqlBatcher(""
+                + " insert into MV_COE_CHI_SQUARE("
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "		FD_LEVEL,"
+                + "		FD_PD"
+                + " ) values (?,?,?,?)"
+        );
+        Map<String,String> models = ExecutorUtil.getAllModels(jdbcTemplate);
+        if(models!=null && models.size()>0){
+            for(String key : models.keySet()){
+                String modelId =key;
+                String modelName =models.get(key);
+                List<CfgScale> scales =getScaleConfiguration(modelId);
+                if(scales!=null && scales.size()>0){
+                    for(CfgScale scale : scales){
+                        sqlBatcher.addArg(new Object[]{
+                                modelId,
+                                modelName,
+                                scale.getLevel(),
+                                scale.getPd()
+                        });
+                    }
+                    sqlBatcher.execute(jdbcTemplate);
+                }
+            }
+        }
+    }
+
+    private List<CfgScale> getScaleConfiguration(String modelId){
+        List<CfgScale> result =scaleRepository.findByModelIdOrderByOrder(modelId);
+        if(result==null || result.size()==0){
+            result =scaleRepository.findByNullModelIdOrderByOrder();
+        }
+        return result;
+    }
+
+    private void doGenerateKpi(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        final SqlBatcher sqlBatcher =new SqlBatcher(""
+                + " update MV_COE_CHI_SQUARE"
+                + " set"
+                + "     FD_COUNT=?,"
+                + "     FD_DEFAULT_COUNT=?,"
+                + "     FD_CHI_SQUARE=?"
+                + " where"
+                + "     FD_MODEL_ID=?"
+                + "     and FD_LEVEL=?"
+        );
+        List<CfgScale> scales =getAllScale();
+        if(scales!=null && scales.size()>0){
+            for(CfgScale scale : scales){
+                double e =scale.getPd();			//E
+                long f =getCount(scale);			//F
+                long g =getDefaultCount(scale);		//G
+
+                double chiSquare =0;
+                if(e!=0 && e!=1 && f!=0){
+                    chiSquare =(f*e-g)*(f*e-g)/(f*e*(1-e));
+                }
+                sqlBatcher.addArg(new Object[]{getCount(scale),getDefaultCount(scale),chiSquare,scale.getModelId(),scale.getLevel()});
+            }
+            sqlBatcher.execute(jdbcTemplate);
+        }
+    }
+
+    private List<CfgScale> getAllScale(){
+        String sql ="select FD_MODEL_ID,FD_LEVEL,FD_PD from MV_COE_CHI_SQUARE order by FD_MODEL_ID,FD_LEVEL";
+        return jdbcTemplate.query(sql, new RowMapper<CfgScale>() {
+            @Override
+            public CfgScale mapRow(ResultSet rs, int rowNum) throws SQLException {
+                CfgScale scale =new CfgScale();
+                scale.setModelId(rs.getString("FD_MODEL_ID"));
+                scale.setLevel(rs.getString("FD_LEVEL"));
+                scale.setPd(rs.getDouble("FD_PD"));
+                return scale;
+            }
+        });
+    }
+
+    private Long getCount(final CfgScale scale){
+        String sql ="select count(*) from MV_GENERAL_SAMPLE where FD_MODEL_ID=? and FD_LEVEL=?";
+        return jdbcTemplate.query(sql,new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement ps) throws SQLException {
+                ps.setString(1, scale.getModelId());
+                ps.setString(2, scale.getLevel());
+            }
+        },new ResultSetExtractor<Long>() {
+            @Override
+            public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                if(rs.next()){
+                    return rs.getLong(1);
+                }
+                return 0L;
+            }
+        });
+    }
+
+    private Long getDefaultCount(final CfgScale scale){
+        String sql ="select count(*) from MV_GENERAL_SAMPLE where FD_MODEL_ID=? and FD_LEVEL=? and FD_DEFAULT_STATUS='D'";
+        return jdbcTemplate.query(sql,new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement ps) throws SQLException {
+                ps.setString(1, scale.getModelId());
+                ps.setString(2, scale.getLevel());
+            }
+        },new ResultSetExtractor<Long>() {
+            @Override
+            public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                if(rs.next()){
+                    return rs.getLong(1);
+                }
+                return 0L;
+            }
+        });
+    }
+
+    private void calChiSquare(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        String sql ="select FD_MODEL_ID,max(FD_MODEL_NAME) FD_MODEL_NAME,sum(FD_CHI_SQUARE) FD_CHI_SQUARE from MV_COE_CHI_SQUARE group by FD_MODEL_ID";
+        jdbcTemplate.query(sql, new RowCallbackHandler() {
+            @Override
+            public void processRow(ResultSet rs) throws SQLException {
+                String modelId =rs.getString("FD_MODEL_ID");
+                String modelName =rs.getString("FD_MODEL_NAME");
+                double chiSquare =rs.getDouble("FD_CHI_SQUARE");
+
+                double criticalValue =0;
+                List<CfgScale> scales =getScaleConfiguration(modelId);
+                if(scales!=null && scales.size()>0){
+                    CfgChiSquare cfg =chiSquareRepository.findByDofAndSignificanceLevel(scales.size(),runtimeContext.getChiSquareSignificanceLevel());
+                    if(cfg!=null){
+                        criticalValue =cfg.getCriticalValue();
+                    }
+                }
+                String chiSquareStr = CoeResult.PASS.toString();
+                if(chiSquare>criticalValue){
+                    chiSquareStr =CoeResult.NOT_PASS.toString();
+                }
+                //更新模型验证结果表
+                int updated =jdbcTemplate.update("update MV_GENERAL_RESULT set FD_COE_CHI_SQUARE=? where FD_MODEL_ID=?", chiSquareStr,modelId);
+                if(updated==0){
+                    jdbcTemplate.update("insert into MV_GENERAL_RESULT(FD_MODEL_ID,FD_MODEL_NAME,FD_COE_CHI_SQUARE) values(?,?,?)", modelId,modelName,chiSquareStr);
+                }
+            }
+        });
+    }
+
+    protected void saveToHistory(final RuntimeContext runtimeContext,ProgressInfo progressInfo){
+        log.info("开始将计算并生成指标表数据保存到历史表中...");
+        final String runtimeDateString = DateUtil.formatDate(runtimeContext.getValidateDate(), DateUtil.yyyy_MM_dd_HH_mm_ss);
+        String sql ="delete from MV_COE_CHI_SQUARE_HIS where FD_VALIDATE_DATE=?";
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        sql = ""
+                + " insert into MV_COE_CHI_SQUARE_HIS ("
+                + "     FD_VALIDATE_DATE,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     FD_CHI_SQUARE"
+                + " )"
+                + " select "
+                + "     ?,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_LEVEL,"
+                + "     FD_PD,"
+                + "     FD_COUNT,"
+                + "     FD_DEFAULT_COUNT,"
+                + "     FD_CHI_SQUARE"
+                + " from MV_COE_CHI_SQUARE";
+
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        log.info("完成将计算并生成指标表数据保存到历史表中");
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/executor/DatabaseInitExecutor.java

@@ -0,0 +1,57 @@
+package io.sc.engine.mv.executor;
+
+import java.sql.SQLException;
+
+import javax.sql.DataSource;
+
+import io.sc.engine.mv.RuntimeContext;
+import io.sc.platform.core.support.ProgressInfo;
+import io.sc.platform.jdbc.DatabaseType;
+import org.springframework.jdbc.datasource.DataSourceUtils;
+import org.springframework.stereotype.Component;
+import org.springframework.util.StringUtils;
+
+/**
+ * 数据库初始化操作
+ * 通常用于优化数据的性能
+ * @author wangshaoping
+ *
+ */
+@Component
+public class DatabaseInitExecutor extends AbstractExecutor{
+    private static final int ORDER =-1000;
+
+    @Override
+    public int getOrder() {
+        return ORDER;
+    }
+
+    @Override
+    public int getExecuteTimeWeight() {
+        return 10;
+    }
+
+    @Override
+    public void execute(RuntimeContext runtimeContext, ProgressInfo progressInfo) {
+        log.info("开始执行数据库初始化...");
+        //initDatabase();
+        log.info("完成执行数据库初始化");
+    }
+
+    protected void initDatabase(){
+        String databaseType = DatabaseType.getDatabaseType(jdbcTemplate.getDataSource());
+        if(databaseType!=null && databaseType.contains("derby")){
+            try {
+                DataSource ds =jdbcTemplate.getDataSource();
+                if(ds!=null) {
+                    String schema =DataSourceUtils.getConnection(ds).getSchema();
+                    if(StringUtils.hasText(schema)) {
+                        jdbcTemplate.execute("call SYSCS_UTIL.SYSCS_UPDATE_STATISTICS('" + schema + "','',null)");
+                    }
+                }
+            } catch (SQLException e) {
+                log.error("",e);
+            }
+        }
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/executor/StPsiExecutor.java

@@ -0,0 +1,285 @@
+package io.sc.engine.mv.executor;
+
+import java.sql.PreparedStatement;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+
+import io.sc.engine.mv.RuntimeContext;
+import io.sc.platform.core.support.ProgressInfo;
+import io.sc.platform.core.util.DateUtil;
+import org.springframework.dao.DataAccessException;
+import org.springframework.jdbc.core.PreparedStatementSetter;
+import org.springframework.jdbc.core.ResultSetExtractor;
+import org.springframework.jdbc.core.RowCallbackHandler;
+import org.springframework.stereotype.Component;
+
+/**
+ * 模型稳定性 PSI 验证执行器
+ * @author wangshaoping
+ *
+ */
+@Component
+public class StPsiExecutor extends AbstractExecutor{
+    protected static final int ORDER =1000;
+
+    @Override
+    public int getOrder() {
+        return ORDER;
+    }
+
+    @Override
+    public int getExecuteTimeWeight() {
+        return 10;
+    }
+
+    @Override
+    public void execute(RuntimeContext runtimeContext, ProgressInfo progressInfo) {
+        if(checkDistributionConfiguration()){
+            //初始化指标表
+            initKpi(runtimeContext);
+
+            //计算并生成指标表数据
+            generateKpi(runtimeContext);
+
+            //计算 PSI 值，并更新到模型验证结果表中
+            calPsi(runtimeContext);
+
+            //将计算并生成指标表数据保存到历史表中
+            saveToHistory(runtimeContext);
+        }
+    }
+
+    /**
+     * 删除指标表历史数据
+     * @param runtimeContext 执行上下文
+     */
+    protected void initKpi(final RuntimeContext runtimeContext){
+        log.info("开始执行初始化指标表...");
+        jdbcTemplate.execute("delete from MV_ST_PSI");
+        log.info("完成执行初始化指标表");
+    }
+
+    /**
+     * 计算并生成指标表
+     * @param runtimeContext 执行上下文
+     */
+    protected void generateKpi(final RuntimeContext runtimeContext){
+        log.info("开始执行计算并生成指标表数据...");
+        //根据咨询建模时分数段初始化指标表
+        String sql =""
+                + " select "
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_SCORE_SEG_START,"
+                + "     FD_SCORE_SEG_END,"
+                + "     FD_COUNT FD_COUNT_DEV"
+                + " from MV_CFG_DISTRIBUTION";
+        jdbcTemplate.query(sql, new RowCallbackHandler() {
+            @Override
+            public void processRow(ResultSet rs) throws SQLException {
+                String countAppSql =""
+                        + " select"
+                        + "     count(*) FD_COUNT_APP"
+                        + " from MV_GENERAL_SAMPLE"
+                        + " where"
+                        + "     FD_MODEL_ID='" + rs.getString("FD_MODEL_ID") + "'"
+                        + "     and FD_SCORE>=" + rs.getDouble("FD_SCORE_SEG_START")
+                        + "     and FD_SCORE<=" + rs.getDouble("FD_SCORE_SEG_END");
+                Long countApp =jdbcTemplate.query(countAppSql,new ResultSetExtractor<Long>(){
+                    @Override
+                    public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                        if(rs.next()){
+                            return rs.getLong("FD_COUNT_APP");
+                        }else{
+                            return 0L;
+                        }
+                    }
+                });
+                String sqlInsert =""
+                        + " insert into MV_ST_PSI("
+                        + "     FD_MODEL_ID,"
+                        + "     FD_MODEL_NAME,"
+                        + "     FD_SCORE_SEG_START,"
+                        + "     FD_SCORE_SEG_END,"
+                        + "     FD_COUNT_DEV,"
+                        + "     FD_COUNT_APP"
+                        + " ) values ("
+                        + "     '" + rs.getString("FD_MODEL_ID") + "',"
+                        + "     '" + rs.getString("FD_MODEL_NAME") + "',"
+                        + "     " + rs.getDouble("FD_SCORE_SEG_START") + ","
+                        + "     " + rs.getDouble("FD_SCORE_SEG_END") + ","
+                        + "     " + rs.getInt("FD_COUNT_DEV") + ","
+                        + "     " + countApp
+                        + ")";
+                jdbcTemplate.update(sqlInsert);
+            }
+        });
+
+        sql ="select FD_MODEL_ID from MV_CFG_DISTRIBUTION group by FD_MODEL_ID";
+        jdbcTemplate.query(sql, new RowCallbackHandler() {
+            @Override
+            public void processRow(ResultSet rs) throws SQLException {
+                String modelId =rs.getString("FD_MODEL_ID");
+                String totalCountDevSql ="select sum(FD_COUNT_DEV) FD_TOTAL_COUNT_DEV from MV_ST_PSI where FD_MODEL_ID='" + modelId + "'";
+                Long totalCountDev =jdbcTemplate.query(totalCountDevSql,new ResultSetExtractor<Long>(){
+                    @Override
+                    public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                        if(rs.next()){
+                            return rs.getLong("FD_TOTAL_COUNT_DEV");
+                        }else{
+                            return 0L;
+                        }
+                    }
+                });
+                String totalCountAppSql ="select sum(FD_COUNT_APP) FD_TOTAL_COUNT_APP from MV_ST_PSI where FD_MODEL_ID='" + modelId + "'";
+                Long totalCountApp =jdbcTemplate.query(totalCountAppSql,new ResultSetExtractor<Long>(){
+                    @Override
+                    public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                        if(rs.next()){
+                            return rs.getLong("FD_TOTAL_COUNT_APP");
+                        }else{
+                            return 0L;
+                        }
+                    }
+                });
+                String updateSql ="update MV_ST_PSI set FD_TOTAL_COUNT_DEV=" + totalCountDev + ",FD_TOTAL_COUNT_APP=" + totalCountApp + " where FD_MODEL_ID='" + modelId + "'";
+                jdbcTemplate.update(updateSql);
+            }
+        });
+        //计算分数段内申请人数占群体总人数百分比(咨询建模时)
+        jdbcTemplate.update("update MV_ST_PSI set FD_COUNT_DEV=0 where FD_COUNT_DEV is null");
+        jdbcTemplate.update("update MV_ST_PSI set FD_TOTAL_COUNT_DEV=0 where FD_TOTAL_COUNT_DEV is null");
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_DEV=0 where FD_TOTAL_COUNT_DEV=0");
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_DEV=(FD_COUNT_DEV*1.000000/FD_TOTAL_COUNT_DEV) where FD_TOTAL_COUNT_DEV<>0");
+
+        //计算分数段内申请人数占群体总人数百分比(模型应用时)
+        jdbcTemplate.update("update MV_ST_PSI set FD_COUNT_APP=0 where FD_COUNT_APP is null");
+        jdbcTemplate.update("update MV_ST_PSI set FD_TOTAL_COUNT_APP=0 where FD_TOTAL_COUNT_APP is null");
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_APP=0 where FD_TOTAL_COUNT_APP=0");
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_APP=(FD_COUNT_APP*1.000000/FD_TOTAL_COUNT_APP) where FD_TOTAL_COUNT_APP<>0");
+
+        //计算百分比变化
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_DIFF=(FD_PERCENT_APP-FD_PERCENT_DEV)");
+        //计算百分比相对比例
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_RATE=0 where FD_PERCENT_DEV=0");
+        jdbcTemplate.update("update MV_ST_PSI set FD_PERCENT_RATE=(FD_PERCENT_APP*1.000000/FD_PERCENT_DEV) where FD_PERCENT_DEV<>0");
+        //计算加权系数
+        jdbcTemplate.update("update MV_ST_PSI set FD_WEIGHT=0 where FD_PERCENT_RATE=0");
+        jdbcTemplate.update("update MV_ST_PSI set FD_WEIGHT=ln(FD_PERCENT_RATE) where FD_PERCENT_RATE>0");
+        //计算稳定性加权
+        jdbcTemplate.update("update MV_ST_PSI set FD_ST_WEIGHT=(FD_WEIGHT*FD_PERCENT_DIFF)");
+        log.info("完成执行计算并生成指标表数据...");
+    }
+
+    /**
+     * 计算 PSI 值，并更新到模型验证结果表中
+     * @param runtimeContext 执行上下文
+     */
+    protected void calPsi(final RuntimeContext runtimeContext){
+        log.info("开始计算 PSI 值，并更新到模型验证结果表中...");
+        String sql =""
+                +	" select"
+                +	"     FD_MODEL_ID"
+                +	"     ,max(FD_MODEL_NAME) as FD_MODEL_NAME"
+                +	"     ,sum(FD_ST_WEIGHT) as PSI"
+                +	" from MV_ST_PSI"
+                +	" group by FD_MODEL_ID";
+        jdbcTemplate.query(sql, new RowCallbackHandler() {
+            @Override
+            public void processRow(ResultSet rs) throws SQLException {
+                final String modelId = rs.getString("FD_MODEL_ID");
+                final String modelName = rs.getString("FD_MODEL_NAME");
+                //更新模型验证结果表
+                //更新模型验证结果表
+                int updated =jdbcTemplate.update("update MV_GENERAL_RESULT set FD_ST_PSI=? where FD_MODEL_ID=?", rs.getDouble("PSI"),modelId);
+                if(updated==0){
+                    jdbcTemplate.update("insert into MV_GENERAL_RESULT(FD_MODEL_ID,FD_MODEL_NAME,FD_ST_PSI) values(?,?,?)", modelId,modelName,rs.getDouble("PSI"));
+                }
+            }
+        });
+        log.info("完成计算 PSI 值，并更新到模型验证结果表中...");
+    }
+
+    /**
+     * 将计算并生成指标表数据保存到历史表中
+     * @param runtimeContext 执行上下文
+     */
+    protected void saveToHistory(final RuntimeContext runtimeContext){
+        log.info("开始将计算并生成指标表数据保存到历史表中...");
+        final String runtimeDateString = DateUtil.formatDate(runtimeContext.getValidateDate(), DateUtil.yyyy_MM_dd_HH_mm_ss);
+        String sql ="delete from MV_ST_PSI_HIS where FD_VALIDATE_DATE=?";
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        sql = ""
+                + " insert into MV_ST_PSI_HIS ("
+                + "     FD_VALIDATE_DATE,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_SCORE_SEG_START,"
+                + "     FD_SCORE_SEG_END,"
+                + "     FD_COUNT_DEV,"
+                + "     FD_TOTAL_COUNT_DEV,"
+                + "     FD_PERCENT_DEV,"
+                + "     FD_COUNT_APP,"
+                + "     FD_TOTAL_COUNT_APP,"
+                + "     FD_PERCENT_APP,"
+                + "     FD_PERCENT_DIFF,"
+                + "     FD_PERCENT_RATE,"
+                + "     FD_WEIGHT,"
+                + "     FD_ST_WEIGHT"
+                + " )"
+                + " select "
+                + "     ?,"
+                + "     FD_MODEL_ID,"
+                + "     FD_MODEL_NAME,"
+                + "     FD_SCORE_SEG_START,"
+                + "     FD_SCORE_SEG_END,"
+                + "     FD_COUNT_DEV,"
+                + "     FD_TOTAL_COUNT_DEV,"
+                + "     FD_PERCENT_DEV,"
+                + "     FD_COUNT_APP,"
+                + "     FD_TOTAL_COUNT_APP,"
+                + "     FD_PERCENT_APP,"
+                + "     FD_PERCENT_DIFF,"
+                + "     FD_PERCENT_RATE,"
+                + "     FD_WEIGHT,"
+                + "     FD_ST_WEIGHT"
+                + " from MV_ST_PSI";
+
+        jdbcTemplate.update(sql, new PreparedStatementSetter() {
+            @Override
+            public void setValues(PreparedStatement pstmt) throws SQLException {
+                pstmt.setObject(1, runtimeDateString);
+            }
+        });
+        log.info("完成将计算并生成指标表数据保存到历史表中");
+    }
+
+    /**
+     * 检查咨询建模客户分布表是否已经配置
+     * @return 是否通过检查
+     */
+    private boolean checkDistributionConfiguration(){
+        String sql ="select count(*) count from MV_CFG_DISTRIBUTION";
+        Long count =jdbcTemplate.query(sql, new ResultSetExtractor<Long>(){
+            @Override
+            public Long extractData(ResultSet rs) throws SQLException, DataAccessException {
+                if(rs.next()){
+                    return rs.getLong("count");
+                }else{
+                    return 0L;
+                }
+            }
+        });
+        if(count!=null && count>0){
+            return true;
+        }else{
+            //throw new RuntimeException("未找到咨询建模时客户分布情况配置信息，请首先对参数[咨询建模时客户分布情况配置]进行配置后，再重试.");
+            return false;
+        }
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/executor/support/CutOffPointFinder.java

@@ -0,0 +1,33 @@
+package io.sc.engine.mv.executor.support;
+
+import java.math.BigDecimal;
+
+import io.sc.engine.mv.jpa.entity.CfgCutOffPoint;
+import io.sc.engine.mv.jpa.repository.CfgCutOffPointRepository;
+import io.sc.platform.core.support.NumberIterator;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+@Component
+public class CutOffPointFinder{
+    @Autowired protected CfgCutOffPointRepository cfgCutPointRepository;
+
+    /**
+     * 获取截断点配置
+     * @param cutOffPointName 截断点名称
+     * @return 截断点配置
+     */
+    public NumberIterator getCufOffPoint(String cutOffPointName){
+        CfgCutOffPoint cutPoint =cfgCutPointRepository.findByName(cutOffPointName);
+        if(cutPoint!=null){
+            NumberIterator result =new NumberIterator();
+            result.setFrom(new BigDecimal(cutPoint.getFrom()));
+            result.setTo(new BigDecimal(cutPoint.getTo()));
+            result.setStep(new BigDecimal(cutPoint.getStep()));
+            result.setScale(cutPoint.getScale());
+            result.setRoundingMode(cutPoint.getRoundingMode());
+            return result;
+        }
+        return null;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/extractor/DefaultRecordDataExtractor.java

@@ -0,0 +1,29 @@
+package io.sc.engine.mv.extractor;
+
+import io.sc.engine.mv.DataExtractor;
+import io.sc.engine.mv.RuntimeContext;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.stereotype.Component;
+
+/**
+ * 违约记录源数据抽取器
+ * @author wangshaoping
+ *
+ */
+@Component
+public class DefaultRecordDataExtractor implements DataExtractor {
+    private static final Logger log =LoggerFactory.getLogger(DefaultRecordDataExtractor.class);
+
+    @Override
+    public void extract(RuntimeContext runtimeContext) {
+        log.info("开始抽取违约记录数据...");
+
+        log.info("完成抽取违约记录数据...");
+    }
+
+    @Override
+    public int getExecuteTimeWeight() {
+        return 10;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/initializer/ConfigurationInitializer.java

@@ -0,0 +1,81 @@
+package io.sc.engine.mv.initializer;
+
+import io.sc.engine.mv.service.configuration.*;
+import io.sc.platform.core.initializer.ApplicationInitializer;
+import io.sc.platform.core.initializer.ApplicationInitializerExecuteException;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.ApplicationContext;
+
+public class ConfigurationInitializer implements ApplicationInitializer {
+    @Autowired private CfgDataExtractorService cfgDataExtractorService;
+    @Autowired private CfgBinomialService binomialService;
+    @Autowired private CfgChiSquareService chiSquareService;
+    @Autowired private CfgCutOffPointService cutOffPointService;
+    @Autowired private CfgThresholdService thresholdService;
+    private Boolean isInitialized =null;
+
+    @Override
+    public String getId() {
+        return this.getClass().getName();
+    }
+
+    @Override
+    public String getName() {
+        return "Model Validator Configuration Initializer";
+    }
+
+    @Override
+    public String getDescription() {
+        return "Model Validator Configuration Initializer";
+    }
+
+    @Override
+    public void init(ApplicationContext applicationContext) {
+        this.cfgDataExtractorService =applicationContext.getBean(CfgDataExtractorService.class);
+        this.binomialService =applicationContext.getBean(CfgBinomialService.class);
+        this.chiSquareService =applicationContext.getBean(CfgChiSquareService.class);
+        this.cutOffPointService =applicationContext.getBean(CfgCutOffPointService.class);
+        this.thresholdService =applicationContext.getBean(CfgThresholdService.class);
+    }
+
+    @Override
+    public int getOrder() {
+        return 1100;
+    }
+
+    @Override
+    public synchronized boolean isInitialized() {
+        if(isInitialized!=null) {
+            return isInitialized;
+        }
+        isInitialized = (	cfgDataExtractorService.getRepository().count()>0
+                || binomialService.getRepository().count()>0
+                || 	chiSquareService.getRepository().count()>0
+                || 	cutOffPointService.getRepository().count()>0
+                || 	thresholdService.getRepository().count()>0);
+        return isInitialized;
+    }
+
+    @Override
+    public void execute() throws ApplicationInitializerExecuteException {
+        try {
+            if(cfgDataExtractorService.getRepository().count()<=0){
+                cfgDataExtractorService.generateSample();
+            }
+            if(binomialService.getRepository().count()<=0) {
+                binomialService.resetDefaultValues();
+            }
+            if(chiSquareService.getRepository().count()<=0) {
+                chiSquareService.resetDefaultValues();
+            }
+            if(cutOffPointService.getRepository().count()<=0) {
+                cutOffPointService.resetDefaultValues();
+            }
+            if(thresholdService.getRepository().count()<=0) {
+                thresholdService.resetDefaultValues();
+            }
+        } catch (Exception e) {
+            throw new ApplicationInitializerExecuteException(e);
+        }
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/CoeBinomialHistory.java

@@ -0,0 +1,243 @@
+package io.sc.engine.mv.jpa.entity;
+
+import io.sc.engine.mv.jpa.entity.id.CoeBinomialHistoryId;
+import io.sc.engine.mv.vo.CoeBinomialHistoryVo;
+import io.sc.platform.orm.entity.BaseEntity;
+
+import javax.persistence.*;
+
+
+@Entity
+@Table(name="MV_COE_BINOMIAL_HIS")
+@IdClass(CoeBinomialHistoryId.class)
+public class CoeBinomialHistory extends BaseEntity<CoeBinomialHistoryVo> {
+    //模型验证日期
+    @Id
+    @Column(name="FD_VALIDATE_DATE")
+    private String validateDate;
+
+    //模型标识
+    @Id
+    @Column(name="FD_MODEL_ID")
+    private String modelId;
+
+    //模型名称
+    @Column(name="FD_MODEL_NAME")
+    private String modelName;
+
+    //评分等级
+    @Id
+    @Column(name="FD_LEVEL")
+    private String level;
+
+    //违约概率
+    @Column(name="FD_PD")
+    private Double pd;
+
+    //客户个数
+    @Column(name="FD_COUNT")
+    private Long count;
+
+    //事实违约客户个数
+    @Column(name="FD_DEFAULT_COUNT")
+    private Long defaultCount;
+
+    //正态分布平均数
+    @Column(name="FD_ND_AVG")
+    private Double ndAvg;
+
+    //正态分布标准差
+    @Column(name="FD_ND_SD")
+    private Double ndSd;
+
+    //显著水平
+    @Column(name="FD_SL")
+    private Double sl;
+
+    //置信水平
+    @Column(name="FD_CL")
+    private Double cl;
+
+    //正态分布Z值上界
+    @Column(name="FD_Z_UPPER")
+    private Double zUpper;
+
+    //正态分布Z值下界
+    @Column(name="FD_Z_LOWER")
+    private Double zLower;
+
+    //临界值上界
+    @Column(name="FD_D_UPPER")
+    private Double dUpper;
+
+    //临界值下界
+    @Column(name="FD_D_LOWER")
+    private Double dLower;
+
+    //是否小于等于上界
+    @Column(name="FD_LE_UPPER")
+    private Double leUpper;
+
+    //是否大于等于下界
+    @Column(name="FD_GE_LOWER")
+    private Double geLower;
+
+    @Override
+    public CoeBinomialHistoryVo toVo() {
+        CoeBinomialHistoryVo vo =new CoeBinomialHistoryVo();
+        vo.setValidateDate(this.getValidateDate());
+        vo.setModelId(this.getModelId());
+        vo.setModelName(this.getModelName());
+        vo.setLevel(this.getLevel());
+        vo.setPd(this.getPd());
+        vo.setCount(this.getCount());
+        vo.setDefaultCount(this.getDefaultCount());
+        vo.setNdAvg(this.getNdAvg());
+        vo.setNdSd(this.getNdSd());
+        vo.setSl(this.getSl());
+        vo.setCl(this.getCl());
+        vo.setzUpper(this.getzUpper());
+        vo.setzLower(this.getzLower());
+        vo.setdUpper(this.getdUpper());
+        vo.setdLower(this.getdLower());
+        vo.setLeUpper(this.getLeUpper());
+        vo.setGeLower(this.getGeLower());
+        return vo;
+    }
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Double getPd() {
+        return pd;
+    }
+
+    public void setPd(Double pd) {
+        this.pd = pd;
+    }
+
+    public Long getCount() {
+        return count;
+    }
+
+    public void setCount(Long count) {
+        this.count = count;
+    }
+
+    public Long getDefaultCount() {
+        return defaultCount;
+    }
+
+    public void setDefaultCount(Long defaultCount) {
+        this.defaultCount = defaultCount;
+    }
+
+    public Double getNdAvg() {
+        return ndAvg;
+    }
+
+    public void setNdAvg(Double ndAvg) {
+        this.ndAvg = ndAvg;
+    }
+
+    public Double getNdSd() {
+        return ndSd;
+    }
+
+    public void setNdSd(Double ndSd) {
+        this.ndSd = ndSd;
+    }
+
+    public Double getSl() {
+        return sl;
+    }
+
+    public void setSl(Double sl) {
+        this.sl = sl;
+    }
+
+    public Double getCl() {
+        return cl;
+    }
+
+    public void setCl(Double cl) {
+        this.cl = cl;
+    }
+
+    public Double getzUpper() {
+        return zUpper;
+    }
+
+    public void setzUpper(Double zUpper) {
+        this.zUpper = zUpper;
+    }
+
+    public Double getzLower() {
+        return zLower;
+    }
+
+    public void setzLower(Double zLower) {
+        this.zLower = zLower;
+    }
+
+    public Double getdUpper() {
+        return dUpper;
+    }
+
+    public void setdUpper(Double dUpper) {
+        this.dUpper = dUpper;
+    }
+
+    public Double getdLower() {
+        return dLower;
+    }
+
+    public void setdLower(Double dLower) {
+        this.dLower = dLower;
+    }
+
+    public Double getLeUpper() {
+        return leUpper;
+    }
+
+    public void setLeUpper(Double leUpper) {
+        this.leUpper = leUpper;
+    }
+
+    public Double getGeLower() {
+        return geLower;
+    }
+
+    public void setGeLower(Double geLower) {
+        this.geLower = geLower;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/CoeChiSquareHistory.java

@@ -0,0 +1,125 @@
+package io.sc.engine.mv.jpa.entity;
+
+import io.sc.engine.mv.jpa.entity.id.CoeChiSquareHistoryId;
+import io.sc.engine.mv.vo.CoeChiSquareHistoryVo;
+import io.sc.platform.orm.entity.BaseEntity;
+
+import javax.persistence.*;
+
+@Entity
+@Table(name="MV_COE_CHI_SQUARE_HIS")
+@IdClass(CoeChiSquareHistoryId.class)
+public class CoeChiSquareHistory extends BaseEntity<CoeChiSquareHistoryVo> {
+    //模型验证日期
+    @Id
+    @Column(name="FD_VALIDATE_DATE")
+    private String validateDate;
+
+    //模型标识
+    @Id
+    @Column(name="FD_MODEL_ID")
+    private String modelId;
+
+    //模型名称
+    @Column(name="FD_MODEL_NAME")
+    private String modelName;
+
+    //评分等级
+    @Id
+    @Column(name="FD_LEVEL")
+    private String level;
+
+    //违约概率
+    @Column(name="FD_PD")
+    private Double pd;
+
+    //客户个数
+    @Column(name="FD_COUNT")
+    private Long count;
+
+    //事实违约客户个数
+    @Column(name="FD_DEFAULT_COUNT")
+    private Long defaultCount;
+
+    //卡方值
+    @Column(name="FD_CHI_SQUARE")
+    private Double chiSquare;
+
+    @Override
+    public CoeChiSquareHistoryVo toVo() {
+        CoeChiSquareHistoryVo vo =new CoeChiSquareHistoryVo();
+        vo.setValidateDate(this.getValidateDate());
+        vo.setModelId(this.getModelId());
+        vo.setModelName(this.getModelName());
+        vo.setLevel(this.getLevel());
+        vo.setPd(this.getPd());
+        vo.setCount(this.getCount());
+        vo.setDefaultCount(this.getDefaultCount());
+        vo.setChiSquare(this.getChiSquare());
+        return vo;
+    }
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Double getPd() {
+        return pd;
+    }
+
+    public void setPd(Double pd) {
+        this.pd = pd;
+    }
+
+    public Long getCount() {
+        return count;
+    }
+
+    public void setCount(Long count) {
+        this.count = count;
+    }
+
+    public Long getDefaultCount() {
+        return defaultCount;
+    }
+
+    public void setDefaultCount(Long defaultCount) {
+        this.defaultCount = defaultCount;
+    }
+
+    public Double getChiSquare() {
+        return chiSquare;
+    }
+
+    public void setChiSquare(Double chiSquare) {
+        this.chiSquare = chiSquare;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/GeneralResultHistory.java

@@ -0,0 +1,294 @@
+package io.sc.engine.mv.jpa.entity;
+
+import io.sc.engine.mv.CoeResult;
+import io.sc.engine.mv.ExecuteMode;
+import io.sc.engine.mv.jpa.entity.id.GeneralResultHistoryId;
+import io.sc.engine.mv.vo.GeneralResultHistoryVo;
+import io.sc.platform.orm.entity.BaseEntity;
+
+import javax.persistence.*;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * 验证结果历史实体类
+ * @author wangshaoping
+ *
+ */
+@Entity
+@Table(name="MV_GENERAL_RESULT_HIS")
+@IdClass(GeneralResultHistoryId.class)
+public class GeneralResultHistory extends BaseEntity<GeneralResultHistoryVo> {
+    private static final long serialVersionUID = -6490873659011192600L;
+
+    //验证日期
+    @Id
+    @Column(name="FD_VALIDATE_DATE", nullable=false, length=19)
+    private String validateDate;
+
+    //模型标识
+    @Id
+    @Column(name="FD_MODEL_ID", nullable=false)
+    private String modelId;
+
+    //模型名称
+    @Column(name="FD_MODEL_NAME")
+    private String modelName;
+
+    //验证执行模式
+    @Id
+    @Column(name="FD_EXECUTE_MODE", nullable=false)
+    @Enumerated(EnumType.STRING)
+    private ExecuteMode executeMode;
+
+    //总样本数
+    @Column(name="FD_TOTAL_SAMPLE_COUNT")
+    private Long totalSampleCount;
+
+    //事实违约样本个数
+    @Column(name="FD_DEFAULT_SAMPLE_COUNT")
+    private Long defaultSampleCount;
+
+    //区分能力 AUC 值(总体)
+    @Column(name="FD_SC_AUC")
+    private Double auc;
+
+    //区分能力 AUC 值(定量)
+    @Column(name="FD_SC_AUC_QUANTITATIVE")
+    private Double aucQuantitative;
+
+    //区分能力 AUC 值(定性)
+    @Column(name="FD_SC_AUC_QUALITATIVE")
+    private Double aucQualitative;
+
+    //区分能力 AR 值(总体)
+    @Column(name="FD_SC_AR")
+    private Double ar;
+
+    //区分能力 AR 值(定量)
+    @Column(name="FD_SC_AR_QUANTITATIVE")
+    private Double arQuantitative;
+
+    //区分能力 AR 值(定性)
+    @Column(name="FD_SC_AR_QUALITATIVE")
+    private Double arQualitative;
+
+    //区分能力 KS 值(总体)
+    @Column(name="FD_SC_KS")
+    private Double ks;
+
+    //区分能力 KS 值(定量)
+    @Column(name="FD_SC_KS_QUANTITATIVE")
+    private Double ksQuantitative;
+
+    //区分能力 KS 值(定性)
+    @Column(name="FD_SC_KS_QUALITATIVE")
+    private Double ksQualitative;
+
+    //稳定性转移矩阵 SVD 值
+    @Column(name="FD_ST_SVD")
+    private Double svd;
+
+    //稳定性群体稳定性 PSI 值
+    @Column(name="FD_ST_PSI")
+    private Double psi;
+
+    //卡方检验结果
+    @Column(name="FD_COE_CHI_SQUARE")
+    @Enumerated(EnumType.STRING)
+    private CoeResult chiSquare;
+
+    //卡方检验结果
+    @Column(name="FD_COE_BINOMIAL")
+    @Enumerated(EnumType.STRING)
+    private CoeResult binomial;
+
+    //模型验证执行时参数配置
+    @Transient
+    private List<RuntimeParameter> runtimeParameters =new ArrayList<RuntimeParameter>();
+
+    @Override
+    public GeneralResultHistoryVo toVo() {
+        GeneralResultHistoryVo vo =new GeneralResultHistoryVo();
+        vo.setValidateDate(this.getValidateDate());
+        vo.setModelId(this.getModelId());
+        vo.setModelName(this.getModelName());
+        vo.setExecuteMode(this.getExecuteMode());
+        vo.setTotalSampleCount(this.getTotalSampleCount());
+        vo.setDefaultSampleCount(this.getDefaultSampleCount());
+        vo.setAuc(this.getAuc());
+        vo.setAucQuantitative(this.getAucQuantitative());
+        vo.setAucQualitative(this.getAucQualitative());
+        vo.setAr(this.getAr());
+        vo.setArQuantitative(this.getArQuantitative());
+        vo.setArQualitative(this.getArQualitative());
+        vo.setKs(this.getKs());
+        vo.setKsQuantitative(this.getKsQuantitative());
+        vo.setKsQualitative(this.getKsQualitative());
+        vo.setSvd(this.getSvd());
+        vo.setPsi(this.getPsi());
+        vo.setChiSquare(this.getChiSquare());
+        vo.setBinomial(this.getBinomial());
+        return vo;
+    }
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public ExecuteMode getExecuteMode() {
+        return executeMode;
+    }
+
+    public void setExecuteMode(ExecuteMode executeMode) {
+        this.executeMode = executeMode;
+    }
+
+    public Long getTotalSampleCount() {
+        return totalSampleCount;
+    }
+
+    public void setTotalSampleCount(Long totalSampleCount) {
+        this.totalSampleCount = totalSampleCount;
+    }
+
+    public Long getDefaultSampleCount() {
+        return defaultSampleCount;
+    }
+
+    public void setDefaultSampleCount(Long defaultSampleCount) {
+        this.defaultSampleCount = defaultSampleCount;
+    }
+
+    public Double getAuc() {
+        return auc;
+    }
+
+    public void setAuc(Double auc) {
+        this.auc = auc;
+    }
+
+    public Double getAucQuantitative() {
+        return aucQuantitative;
+    }
+
+    public void setAucQuantitative(Double aucQuantitative) {
+        this.aucQuantitative = aucQuantitative;
+    }
+
+    public Double getAucQualitative() {
+        return aucQualitative;
+    }
+
+    public void setAucQualitative(Double aucQualitative) {
+        this.aucQualitative = aucQualitative;
+    }
+
+    public Double getAr() {
+        return ar;
+    }
+
+    public void setAr(Double ar) {
+        this.ar = ar;
+    }
+
+    public Double getArQuantitative() {
+        return arQuantitative;
+    }
+
+    public void setArQuantitative(Double arQuantitative) {
+        this.arQuantitative = arQuantitative;
+    }
+
+    public Double getArQualitative() {
+        return arQualitative;
+    }
+
+    public void setArQualitative(Double arQualitative) {
+        this.arQualitative = arQualitative;
+    }
+
+    public Double getKs() {
+        return ks;
+    }
+
+    public void setKs(Double ks) {
+        this.ks = ks;
+    }
+
+    public Double getKsQuantitative() {
+        return ksQuantitative;
+    }
+
+    public void setKsQuantitative(Double ksQuantitative) {
+        this.ksQuantitative = ksQuantitative;
+    }
+
+    public Double getKsQualitative() {
+        return ksQualitative;
+    }
+
+    public void setKsQualitative(Double ksQualitative) {
+        this.ksQualitative = ksQualitative;
+    }
+
+    public Double getSvd() {
+        return svd;
+    }
+
+    public void setSvd(Double svd) {
+        this.svd = svd;
+    }
+
+    public Double getPsi() {
+        return psi;
+    }
+
+    public void setPsi(Double psi) {
+        this.psi = psi;
+    }
+
+    public CoeResult getChiSquare() {
+        return chiSquare;
+    }
+
+    public void setChiSquare(CoeResult chiSquare) {
+        this.chiSquare = chiSquare;
+    }
+
+    public CoeResult getBinomial() {
+        return binomial;
+    }
+
+    public void setBinomial(CoeResult binomial) {
+        this.binomial = binomial;
+    }
+
+    public List<RuntimeParameter> getRuntimeParameters() {
+        return runtimeParameters;
+    }
+
+    public void setRuntimeParameters(List<RuntimeParameter> runtimeParameters) {
+        this.runtimeParameters = runtimeParameters;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/GeneralSampleHistory.java

@@ -0,0 +1,222 @@
+package io.sc.engine.mv.jpa.entity;
+
+import io.sc.engine.mv.jpa.entity.id.GeneralSampleHistoryId;
+import io.sc.engine.mv.vo.GeneralSampleHistoryVo;
+import io.sc.platform.orm.entity.BaseEntity;
+
+import java.math.BigDecimal;
+import java.util.Date;
+
+import javax.persistence.Column;
+import javax.persistence.Entity;
+import javax.persistence.Id;
+import javax.persistence.IdClass;
+import javax.persistence.Table;
+import javax.persistence.Temporal;
+import javax.persistence.TemporalType;
+
+
+/**
+ * 验证样本历史实体类
+ * @author wangshaoping
+ *
+ */
+@Entity
+@Table(name="MV_GENERAL_SAMPLE_HIS")
+@IdClass(GeneralSampleHistoryId.class)
+public class GeneralSampleHistory extends BaseEntity<GeneralSampleHistoryVo> {
+    //验证日期
+    @Id
+    @Column(name="FD_VALIDATE_DATE")
+    private String validateDate;
+
+    //客户标识
+    @Id
+    @Column(name="FD_CUSTOM_ID")
+    private String customId;
+
+    //客户名称
+    @Column(name="FD_CUSTOM_NAME")
+    private String customName;
+
+    //模型标识
+    @Id
+    @Column(name="FD_MODEL_ID")
+    private String modelId;
+
+    //模型名称
+    @Column(name="FD_MODEL_NAME")
+    private String modelName;
+
+    //违约概率
+    @Column(name="FD_PD")
+    private BigDecimal pd;
+
+    //评分
+    @Column(name="FD_SCORE")
+    private BigDecimal score;
+
+    //评分(定量得分)
+    @Column(name="FD_SCORE_QUANTITATIVE")
+    private BigDecimal scoreQuantitative;
+
+    //评分(定性得分)
+    @Column(name="FD_SCORE_QUALITATIVE")
+    private BigDecimal scoreQualitative;
+
+    //评级等级
+    @Column(name="FD_LEVEL")
+    private String level;
+
+    //评级有效期开始日期
+    @Id
+    @Column(name="FD_SCORE_BEGIN_DATE")
+    @Temporal(TemporalType.TIMESTAMP)
+    private Date beginDate;
+
+    //评级有效期结束日期
+    @Id
+    @Column(name="FD_SCORE_END_DATE")
+    @Temporal(TemporalType.TIMESTAMP)
+    private Date endDate;
+
+    //违约状态
+    @Column(name="FD_DEFAULT_STATUS")
+    private String status;
+
+    //违约认定日期
+    @Column(name="FD_DEFAULT_CONFIRM_DATE")
+    private Date defaultConfirmDate;
+
+    @Override
+    public GeneralSampleHistoryVo toVo() {
+        GeneralSampleHistoryVo vo =new GeneralSampleHistoryVo();
+        vo.setValidateDate(this.getValidateDate());
+        vo.setCustomId(this.getCustomId());
+        vo.setCustomName(this.getCustomName());
+        vo.setModelId(this.getModelId());
+        vo.setModelName(this.getModelName());
+        vo.setPd(this.getPd());
+        vo.setScore(this.getScore());
+        vo.setScoreQuantitative(this.getScoreQuantitative());
+        vo.setScoreQualitative(this.getScoreQualitative());
+        vo.setLevel(this.getLevel());
+        vo.setBeginDate(this.getBeginDate());
+        vo.setEndDate(this.getEndDate());
+        vo.setStatus(this.getStatus());
+        vo.setDefaultConfirmDate(this.getDefaultConfirmDate());
+        return vo;
+    }
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getCustomId() {
+        return customId;
+    }
+
+    public void setCustomId(String customId) {
+        this.customId = customId;
+    }
+
+    public String getCustomName() {
+        return customName;
+    }
+
+    public void setCustomName(String customName) {
+        this.customName = customName;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public BigDecimal getPd() {
+        return pd;
+    }
+
+    public void setPd(BigDecimal pd) {
+        this.pd = pd;
+    }
+
+    public BigDecimal getScore() {
+        return score;
+    }
+
+    public void setScore(BigDecimal score) {
+        this.score = score;
+    }
+
+    public BigDecimal getScoreQuantitative() {
+        return scoreQuantitative;
+    }
+
+    public void setScoreQuantitative(BigDecimal scoreQuantitative) {
+        this.scoreQuantitative = scoreQuantitative;
+    }
+
+    public BigDecimal getScoreQualitative() {
+        return scoreQualitative;
+    }
+
+    public void setScoreQualitative(BigDecimal scoreQualitative) {
+        this.scoreQualitative = scoreQualitative;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Date getBeginDate() {
+        return beginDate;
+    }
+
+    public void setBeginDate(Date beginDate) {
+        this.beginDate = beginDate;
+    }
+
+    public Date getEndDate() {
+        return endDate;
+    }
+
+    public void setEndDate(Date endDate) {
+        this.endDate = endDate;
+    }
+
+    public String getStatus() {
+        return status;
+    }
+
+    public void setStatus(String status) {
+        this.status = status;
+    }
+
+    public Date getDefaultConfirmDate() {
+        return defaultConfirmDate;
+    }
+
+    public void setDefaultConfirmDate(Date defaultConfirmDate) {
+        this.defaultConfirmDate = defaultConfirmDate;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/StPsiHistory.java

@@ -0,0 +1,223 @@
+package io.sc.engine.mv.jpa.entity;
+
+import io.sc.engine.mv.jpa.entity.id.StPsiHistoryId;
+import io.sc.engine.mv.vo.StPsiHistoryVo;
+import io.sc.platform.orm.entity.BaseEntity;
+
+import javax.persistence.*;
+
+
+/**
+ * 模型稳定性验证 PSI 指标表历史数据实体类
+ * @author wangshaoping
+ *
+ */
+@Entity
+@Table(name="MV_ST_PSI_HIS")
+@IdClass(StPsiHistoryId.class)
+public class StPsiHistory extends BaseEntity<StPsiHistoryVo> {
+    //模型验证日期
+    @Id
+    @Column(name="FD_VALIDATE_DATE")
+    private String validateDate;
+
+    //模型标识
+    @Id
+    @Column(name="FD_MODEL_ID")
+    private String modelId;
+
+    //模型名称
+    @Column(name="FD_MODEL_NAME")
+    private String modelName;
+
+    //分数段开始值_含该值
+    @Id
+    @Column(name="FD_SCORE_SEG_START")
+    private Double scoreSegStart;
+
+    //分数段结束值_含该值
+    @Id
+    @Column(name="FD_SCORE_SEG_END")
+    private Double scoreSegEnd;
+
+    //分数段内申请人数_咨询建模时
+    @Column(name="FD_COUNT_DEV")
+    private Long countDev;
+
+    //群体总人数_咨询建模时
+    @Column(name="FD_TOTAL_COUNT_DEV")
+    private Long totalCountDev;
+
+    //分数段内申请人数占群体总人数百分比_咨询建模时
+    @Column(name="FD_PERCENT_DEV")
+    private Double percentDev;
+
+    //分数段内申请人数_模型应用时
+    @Column(name="FD_COUNT_APP")
+    private Long countApp;
+
+    //群体总人数_模型应用时
+    @Column(name="FD_TOTAL_COUNT_APP")
+    private Long totalCountApp;
+
+    //分数段内申请人数占群体总人数百分比_模型应用时
+    @Column(name="FD_PERCENT_APP")
+    private Double percentApp;
+
+    //百分比变化
+    @Column(name="FD_PERCENT_DIFF")
+    private Double percentDiff;
+
+    //百分比相对比例
+    @Column(name="FD_PERCENT_RATE")
+    private Double percentRate;
+
+    //加权系数
+    @Column(name="FD_WEIGHT")
+    private Double weight;
+
+    //稳定性加权
+    @Column(name="FD_ST_WEIGHT")
+    private Double stWeight;
+
+    @Override
+    public StPsiHistoryVo toVo() {
+        StPsiHistoryVo vo =new StPsiHistoryVo();
+        vo.setValidateDate(this.getValidateDate());
+        vo.setModelId(this.getModelId());
+        vo.setModelName(this.getModelName());
+        vo.setScoreSegStart(this.getScoreSegStart());
+        vo.setScoreSegEnd(this.getScoreSegEnd());
+        vo.setCountDev(this.getCountDev());
+        vo.setTotalCountDev(this.getTotalCountDev());
+        vo.setPercentDev(this.getPercentDev());
+        vo.setCountApp(this.getCountApp());
+        vo.setTotalCountApp(this.getTotalCountApp());
+        vo.setPercentApp(this.getPercentApp());
+        vo.setPercentDiff(this.getPercentDiff());
+        vo.setPercentRate(this.getPercentRate());
+        vo.setWeight(this.getWeight());
+        vo.setStWeight(this.getStWeight());
+        return vo;
+    }
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public Double getScoreSegStart() {
+        return scoreSegStart;
+    }
+
+    public void setScoreSegStart(Double scoreSegStart) {
+        this.scoreSegStart = scoreSegStart;
+    }
+
+    public Double getScoreSegEnd() {
+        return scoreSegEnd;
+    }
+
+    public void setScoreSegEnd(Double scoreSegEnd) {
+        this.scoreSegEnd = scoreSegEnd;
+    }
+
+    public Long getCountDev() {
+        return countDev;
+    }
+
+    public void setCountDev(Long countDev) {
+        this.countDev = countDev;
+    }
+
+    public Long getTotalCountDev() {
+        return totalCountDev;
+    }
+
+    public void setTotalCountDev(Long totalCountDev) {
+        this.totalCountDev = totalCountDev;
+    }
+
+    public Double getPercentDev() {
+        return percentDev;
+    }
+
+    public void setPercentDev(Double percentDev) {
+        this.percentDev = percentDev;
+    }
+
+    public Long getCountApp() {
+        return countApp;
+    }
+
+    public void setCountApp(Long countApp) {
+        this.countApp = countApp;
+    }
+
+    public Long getTotalCountApp() {
+        return totalCountApp;
+    }
+
+    public void setTotalCountApp(Long totalCountApp) {
+        this.totalCountApp = totalCountApp;
+    }
+
+    public Double getPercentApp() {
+        return percentApp;
+    }
+
+    public void setPercentApp(Double percentApp) {
+        this.percentApp = percentApp;
+    }
+
+    public Double getPercentDiff() {
+        return percentDiff;
+    }
+
+    public void setPercentDiff(Double percentDiff) {
+        this.percentDiff = percentDiff;
+    }
+
+    public Double getPercentRate() {
+        return percentRate;
+    }
+
+    public void setPercentRate(Double percentRate) {
+        this.percentRate = percentRate;
+    }
+
+    public Double getWeight() {
+        return weight;
+    }
+
+    public void setWeight(Double weight) {
+        this.weight = weight;
+    }
+
+    public Double getStWeight() {
+        return stWeight;
+    }
+
+    public void setStWeight(Double stWeight) {
+        this.stWeight = stWeight;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/id/CoeBinomialHistoryId.java

@@ -0,0 +1,66 @@
+package io.sc.engine.mv.jpa.entity.id;
+
+import java.io.Serializable;
+
+public class CoeBinomialHistoryId implements Serializable{
+    private static final long serialVersionUID = 7292907540613138975L;
+    private String validateDate;
+    private String modelId;
+    private String level;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+    public String getModelId() {
+        return modelId;
+    }
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+    public String getLevel() {
+        return level;
+    }
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((level == null) ? 0 : level.hashCode());
+        result = prime * result + ((modelId == null) ? 0 : modelId.hashCode());
+        result = prime * result + ((validateDate == null) ? 0 : validateDate.hashCode());
+        return result;
+    }
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        CoeBinomialHistoryId other = (CoeBinomialHistoryId) obj;
+
+        if (level == null) {
+            if (other.level != null)
+                return false;
+        } else if (!level.equals(other.level))
+            return false;
+        if (modelId == null) {
+            if (other.modelId != null)
+                return false;
+        } else if (!modelId.equals(other.modelId))
+            return false;
+        if (validateDate == null) {
+            if (other.validateDate != null)
+                return false;
+        } else if (!validateDate.equals(other.validateDate))
+            return false;
+        return true;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/id/CoeChiSquareHistoryId.java

@@ -0,0 +1,65 @@
+package io.sc.engine.mv.jpa.entity.id;
+
+import java.io.Serializable;
+
+public class CoeChiSquareHistoryId implements Serializable{
+    private static final long serialVersionUID = -3256367575140177940L;
+    private String validateDate;
+    private String modelId;
+    private String level;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+    public String getModelId() {
+        return modelId;
+    }
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+    public String getLevel() {
+        return level;
+    }
+    public void setLevel(String level) {
+        this.level = level;
+    }
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((level == null) ? 0 : level.hashCode());
+        result = prime * result + ((modelId == null) ? 0 : modelId.hashCode());
+        result = prime * result + ((validateDate == null) ? 0 : validateDate.hashCode());
+        return result;
+    }
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        CoeChiSquareHistoryId other = (CoeChiSquareHistoryId) obj;
+        if (level == null) {
+            if (other.level != null)
+                return false;
+        } else if (!level.equals(other.level))
+            return false;
+        if (modelId == null) {
+            if (other.modelId != null)
+                return false;
+        } else if (!modelId.equals(other.modelId))
+            return false;
+        if (validateDate == null) {
+            if (other.validateDate != null)
+                return false;
+        } else if (!validateDate.equals(other.validateDate))
+            return false;
+        return true;
+    }
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/id/GeneralResultHistoryId.java

@@ -0,0 +1,53 @@
+package io.sc.engine.mv.jpa.entity.id;
+
+import java.io.Serializable;
+
+public class GeneralResultHistoryId implements Serializable{
+    private static final long serialVersionUID = -6831606643821339120L;
+    private String validateDate;
+    private String modelId;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+    public String getModelId() {
+        return modelId;
+    }
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((modelId == null) ? 0 : modelId.hashCode());
+        result = prime * result + ((validateDate == null) ? 0 : validateDate.hashCode());
+        return result;
+    }
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        GeneralResultHistoryId other = (GeneralResultHistoryId) obj;
+
+        if (modelId == null) {
+            if (other.modelId != null)
+                return false;
+        } else if (!modelId.equals(other.modelId))
+            return false;
+        if (validateDate == null) {
+            if (other.validateDate != null)
+                return false;
+        } else if (!validateDate.equals(other.validateDate))
+            return false;
+        return true;
+    }
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/id/GeneralSampleHistoryId.java

@@ -0,0 +1,93 @@
+package io.sc.engine.mv.jpa.entity.id;
+
+import java.io.Serializable;
+import java.util.Date;
+
+public class GeneralSampleHistoryId implements Serializable{
+    private static final long serialVersionUID = -1449379762137544415L;
+    private String validateDate;
+    private String customId;
+    private String modelId;
+    private Date beginDate;
+    private Date endDate;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+    public String getCustomId() {
+        return customId;
+    }
+    public void setCustomId(String customId) {
+        this.customId = customId;
+    }
+    public String getModelId() {
+        return modelId;
+    }
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+    public Date getBeginDate() {
+        return beginDate;
+    }
+    public void setBeginDate(Date beginDate) {
+        this.beginDate = beginDate;
+    }
+    public Date getEndDate() {
+        return endDate;
+    }
+    public void setEndDate(Date endDate) {
+        this.endDate = endDate;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((beginDate == null) ? 0 : beginDate.hashCode());
+        result = prime * result + ((customId == null) ? 0 : customId.hashCode());
+        result = prime * result + ((endDate == null) ? 0 : endDate.hashCode());
+        result = prime * result + ((modelId == null) ? 0 : modelId.hashCode());
+        result = prime * result + ((validateDate == null) ? 0 : validateDate.hashCode());
+        return result;
+    }
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        GeneralSampleHistoryId other = (GeneralSampleHistoryId) obj;
+        if (beginDate == null) {
+            if (other.beginDate != null)
+                return false;
+        } else if (!beginDate.equals(other.beginDate))
+            return false;
+        if (customId == null) {
+            if (other.customId != null)
+                return false;
+        } else if (!customId.equals(other.customId))
+            return false;
+        if (endDate == null) {
+            if (other.endDate != null)
+                return false;
+        } else if (!endDate.equals(other.endDate))
+            return false;
+        if (modelId == null) {
+            if (other.modelId != null)
+                return false;
+        } else if (!modelId.equals(other.modelId))
+            return false;
+        if (validateDate == null) {
+            if (other.validateDate != null)
+                return false;
+        } else if (!validateDate.equals(other.validateDate))
+            return false;
+        return true;
+    }
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/entity/id/StPsiHistoryId.java

@@ -0,0 +1,79 @@
+package io.sc.engine.mv.jpa.entity.id;
+
+import java.io.Serializable;
+
+public class StPsiHistoryId implements Serializable{
+    private static final long serialVersionUID = -6358520753599342392L;
+    private String validateDate;
+    private String modelId;
+    private Double scoreSegStart;
+    private Double scoreSegEnd;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+    public String getModelId() {
+        return modelId;
+    }
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+    public Double getScoreSegStart() {
+        return scoreSegStart;
+    }
+    public void setScoreSegStart(Double scoreSegStart) {
+        this.scoreSegStart = scoreSegStart;
+    }
+    public Double getScoreSegEnd() {
+        return scoreSegEnd;
+    }
+    public void setScoreSegEnd(Double scoreSegEnd) {
+        this.scoreSegEnd = scoreSegEnd;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((modelId == null) ? 0 : modelId.hashCode());
+        result = prime * result + ((scoreSegEnd == null) ? 0 : scoreSegEnd.hashCode());
+        result = prime * result + ((scoreSegStart == null) ? 0 : scoreSegStart.hashCode());
+        result = prime * result + ((validateDate == null) ? 0 : validateDate.hashCode());
+        return result;
+    }
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        StPsiHistoryId other = (StPsiHistoryId) obj;
+        if (modelId == null) {
+            if (other.modelId != null)
+                return false;
+        } else if (!modelId.equals(other.modelId))
+            return false;
+        if (scoreSegEnd == null) {
+            if (other.scoreSegEnd != null)
+                return false;
+        } else if (!scoreSegEnd.equals(other.scoreSegEnd))
+            return false;
+        if (scoreSegStart == null) {
+            if (other.scoreSegStart != null)
+                return false;
+        } else if (!scoreSegStart.equals(other.scoreSegStart))
+            return false;
+        if (validateDate == null) {
+            if (other.validateDate != null)
+                return false;
+        } else if (!validateDate.equals(other.validateDate))
+            return false;
+        return true;
+    }
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/repository/CoeBinomialHistoryRepository.java

@@ -0,0 +1,10 @@
+package io.sc.engine.mv.jpa.repository;
+
+
+import io.sc.engine.mv.jpa.entity.CoeBinomialHistory;
+import io.sc.engine.mv.jpa.entity.id.CoeBinomialHistoryId;
+import io.sc.platform.orm.repository.DaoRepository;
+
+public interface CoeBinomialHistoryRepository extends DaoRepository<CoeBinomialHistory, CoeBinomialHistoryId> {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/repository/CoeChiSquareHistoryRepository.java

@@ -0,0 +1,10 @@
+package io.sc.engine.mv.jpa.repository;
+
+
+import io.sc.engine.mv.jpa.entity.CoeChiSquareHistory;
+import io.sc.engine.mv.jpa.entity.id.CoeChiSquareHistoryId;
+import io.sc.platform.orm.repository.DaoRepository;
+
+public interface CoeChiSquareHistoryRepository extends DaoRepository<CoeChiSquareHistory, CoeChiSquareHistoryId> {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/repository/GeneralResultHistoryRepository.java

@@ -0,0 +1,40 @@
+package io.sc.engine.mv.jpa.repository;
+
+import java.util.List;
+
+import io.sc.engine.mv.jpa.entity.GeneralResultHistory;
+import io.sc.engine.mv.jpa.entity.id.GeneralResultHistoryId;
+import io.sc.platform.orm.repository.DaoRepository;
+import org.springframework.data.jpa.repository.Query;
+
+public interface GeneralResultHistoryRepository extends DaoRepository<GeneralResultHistory, GeneralResultHistoryId> {
+
+    /**
+     * 根据验证日期查找模型验证结果摘要信息列表
+     * @param validateDate 模型验证日期
+     * @return 模型验证结果摘要信息列表
+     */
+    public List<GeneralResultHistory> findByValidateDate(String validateDate);
+
+    /**
+     * 获取模型验证结果摘要信息包含的所有验证日期
+     * @return 模型验证结果摘要信息包含的所有验证日期
+     */
+    @Query("select distinct e.validateDate from GeneralResultHistory e order by e.validateDate desc")
+    public List<String> findDistinctValidateDates();
+
+    /**
+     * 获取模型验证结果摘要信息包含的所有模型标示和名称
+     * @return 模型验证结果摘要信息包含的所有模型标示和名称
+     */
+    @Query("select e.modelId,max(e.modelName) from GeneralResultHistory e group by e.modelId")
+    public List<Object[]> findDistinctModelIdAndNames();
+
+    /**
+     * 获取模型验证结果
+     * @param modelId 模型标识
+     * @param validateDate 模型验证日期
+     * @return 模型验证结果
+     */
+    public GeneralResultHistory findByModelIdAndValidateDate(String modelId,String validateDate);
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/jpa/repository/StPsiHistoryRepository.java

@@ -0,0 +1,20 @@
+package io.sc.engine.mv.jpa.repository;
+
+import java.util.List;
+
+import io.sc.engine.mv.jpa.entity.StPsiHistory;
+import io.sc.engine.mv.jpa.entity.id.StPsiHistoryId;
+import io.sc.platform.orm.repository.DaoRepository;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.jpa.repository.Query;
+
+public interface StPsiHistoryRepository extends DaoRepository<StPsiHistory, StPsiHistoryId> {
+    public Page<StPsiHistory> findAllByValidateDate(String validateDate,Pageable pageable);
+
+    @Query("select distinct e.validateDate from StPsiHistory e order by e.validateDate desc")
+    public List<String> findDistinctValidateDates();
+
+    @Query("select e.modelId,max(e.modelName) from StPsiHistory e group by e.modelId")
+    public List<Object[]> findDistinctModelIdAndNames();
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/sc/echarts/Coordinates.java

@@ -0,0 +1,89 @@
+package io.sc.engine.mv.sc.echarts;
+
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.springframework.util.StringUtils;
+
+public class Coordinates {
+    private List<BigDecimal> xs =new ArrayList<BigDecimal>();
+    private List<BigDecimal> y1s =new ArrayList<BigDecimal>();
+    private List<BigDecimal> y2s =new ArrayList<BigDecimal>();
+
+    public void add(BigDecimal x, BigDecimal y1){
+        this.xs.add(x==null?new BigDecimal(0):x);
+        this.y1s.add(y1==null?new BigDecimal(0):y1);
+    }
+
+    public void add(BigDecimal x, BigDecimal y1, BigDecimal y2){
+        this.xs.add(x==null?new BigDecimal(0):x);
+        this.y1s.add(y1==null?new BigDecimal(0):y1);
+        this.y2s.add(y2==null?new BigDecimal(0):y2);
+    }
+
+    public void setScale(int newScale){
+        setScale("x",newScale,RoundingMode.HALF_UP);
+        setScale("y1",newScale,RoundingMode.HALF_UP);
+        setScale("y2",newScale,RoundingMode.HALF_UP);
+    }
+
+    public void setScale(int newScale, RoundingMode roundingMode){
+        setScale("x",newScale,roundingMode);
+        setScale("y1",newScale,roundingMode);
+        setScale("y2",newScale,roundingMode);
+    }
+
+    public void setScale(String axis,int newScale){
+        setScale(axis,newScale,RoundingMode.HALF_UP);
+    }
+
+    public void setScale(String axis,int newScale, RoundingMode roundingMode){
+        if(StringUtils.hasText(axis)){
+            if("x".equalsIgnoreCase(axis)){
+                List<BigDecimal> _xs =new ArrayList<BigDecimal>();
+                for(BigDecimal x : xs){
+                    _xs.add(x.setScale(newScale, roundingMode));
+                }
+                xs =_xs;
+            }else if("y".equalsIgnoreCase(axis) || "y1".equalsIgnoreCase(axis)){
+                List<BigDecimal> _y1s =new ArrayList<BigDecimal>();
+                for(BigDecimal y : y1s){
+                    _y1s.add(y.setScale(newScale, roundingMode));
+                }
+                y1s =_y1s;
+            }else if("y2".equalsIgnoreCase(axis)){
+                List<BigDecimal> _y2s =new ArrayList<BigDecimal>();
+                for(BigDecimal y : y2s){
+                    _y2s.add(y.setScale(newScale, roundingMode));
+                }
+                y2s =_y2s;
+            }
+        }
+    }
+
+    public List<BigDecimal> getXs() {
+        return xs;
+    }
+
+    public void setXs(List<BigDecimal> xs) {
+        this.xs = xs;
+    }
+
+    public List<BigDecimal> getY1s() {
+        return y1s;
+    }
+
+    public void setY1s(List<BigDecimal> y1s) {
+        this.y1s = y1s;
+    }
+
+    public List<BigDecimal> getY2s() {
+        return y2s;
+    }
+
+    public void setY2s(List<BigDecimal> y2s) {
+        this.y2s = y2s;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/sc/echarts/XyCoordinates.java

@@ -0,0 +1,40 @@
+package io.sc.engine.mv.sc.echarts;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class XyCoordinates<T> {
+    private List<String> xs =new ArrayList<String>();
+    private List<T> y1s =new ArrayList<T>();
+    private List<T> y2s =new ArrayList<T>();
+
+    public void add(String x, T y1, T y2){
+        this.xs.add(x==null?"":x);
+        this.y1s.add(y1);
+        this.y2s.add(y2);
+    }
+
+    public List<String> getXs() {
+        return xs;
+    }
+
+    public void setXs(List<String> xs) {
+        this.xs = xs;
+    }
+
+    public List<T> getY1s() {
+        return y1s;
+    }
+
+    public void setY1s(List<T> y1s) {
+        this.y1s = y1s;
+    }
+
+    public List<T> getY2s() {
+        return y2s;
+    }
+
+    public void setY2s(List<T> y2s) {
+        this.y2s = y2s;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/result/GeneralResultHistoryService.java

@@ -0,0 +1,11 @@
+package io.sc.engine.mv.service.result;
+
+
+import io.sc.engine.mv.jpa.entity.GeneralResultHistory;
+import io.sc.engine.mv.jpa.entity.id.GeneralResultHistoryId;
+import io.sc.engine.mv.jpa.repository.GeneralResultHistoryRepository;
+import io.sc.platform.orm.service.DaoService;
+
+public interface GeneralResultHistoryService extends DaoService<GeneralResultHistory, GeneralResultHistoryId, GeneralResultHistoryRepository> {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/result/impl/GeneralResultHistoryServiceImpl.java

@@ -0,0 +1,13 @@
+package io.sc.engine.mv.service.result.impl;
+
+import io.sc.engine.mv.jpa.entity.GeneralResultHistory;
+import io.sc.engine.mv.jpa.entity.id.GeneralResultHistoryId;
+import io.sc.engine.mv.jpa.repository.GeneralResultHistoryRepository;
+import io.sc.engine.mv.service.result.GeneralResultHistoryService;
+import io.sc.platform.orm.service.impl.DaoServiceImpl;
+import org.springframework.stereotype.Service;
+
+@Service
+public class GeneralResultHistoryServiceImpl extends DaoServiceImpl<GeneralResultHistory, GeneralResultHistoryId, GeneralResultHistoryRepository> implements GeneralResultHistoryService {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/st/StPsiHistoryService.java

@@ -0,0 +1,11 @@
+package io.sc.engine.mv.service.st;
+
+
+import io.sc.engine.mv.jpa.entity.StPsiHistory;
+import io.sc.engine.mv.jpa.entity.id.StPsiHistoryId;
+import io.sc.engine.mv.jpa.repository.StPsiHistoryRepository;
+import io.sc.platform.orm.service.DaoService;
+
+public interface StPsiHistoryService extends DaoService<StPsiHistory, StPsiHistoryId, StPsiHistoryRepository> {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/st/StSvdService.java

@@ -0,0 +1,5 @@
+package io.sc.engine.mv.service.st;
+
+public interface StSvdService {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/st/impl/StPsiHistoryServiceImpl.java

@@ -0,0 +1,13 @@
+package io.sc.engine.mv.service.st.impl;
+
+import io.sc.engine.mv.jpa.entity.StPsiHistory;
+import io.sc.engine.mv.jpa.entity.id.StPsiHistoryId;
+import io.sc.engine.mv.jpa.repository.StPsiHistoryRepository;
+import io.sc.engine.mv.service.st.StPsiHistoryService;
+import io.sc.platform.orm.service.impl.DaoServiceImpl;
+import org.springframework.stereotype.Service;
+
+@Service
+public class StPsiHistoryServiceImpl extends DaoServiceImpl<StPsiHistory, StPsiHistoryId, StPsiHistoryRepository> implements StPsiHistoryService {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/service/st/impl/StSvdServiceImpl.java

@@ -0,0 +1,8 @@
+package io.sc.engine.mv.service.st.impl;
+
+
+import io.sc.engine.mv.service.st.StSvdService;
+
+public class StSvdServiceImpl implements StSvdService {
+
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/vo/CoeBinomialHistoryVo.java

@@ -0,0 +1,159 @@
+package io.sc.engine.mv.vo;
+
+import io.sc.platform.orm.api.vo.BaseVo;
+
+public class CoeBinomialHistoryVo extends BaseVo {
+    private String validateDate;
+    private String modelId;
+    private String modelName;
+    private String level;
+    private Double pd;
+    private Long count;
+    private Long defaultCount;
+    private Double ndAvg;
+    private Double ndSd;
+    private Double sl;
+    private Double cl;
+    private Double zUpper;
+    private Double zLower;
+    private Double dUpper;
+    private Double dLower;
+    private Double leUpper;
+    private Double geLower;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Double getPd() {
+        return pd;
+    }
+
+    public void setPd(Double pd) {
+        this.pd = pd;
+    }
+
+    public Long getCount() {
+        return count;
+    }
+
+    public void setCount(Long count) {
+        this.count = count;
+    }
+
+    public Long getDefaultCount() {
+        return defaultCount;
+    }
+
+    public void setDefaultCount(Long defaultCount) {
+        this.defaultCount = defaultCount;
+    }
+
+    public Double getNdAvg() {
+        return ndAvg;
+    }
+
+    public void setNdAvg(Double ndAvg) {
+        this.ndAvg = ndAvg;
+    }
+
+    public Double getNdSd() {
+        return ndSd;
+    }
+
+    public void setNdSd(Double ndSd) {
+        this.ndSd = ndSd;
+    }
+
+    public Double getSl() {
+        return sl;
+    }
+
+    public void setSl(Double sl) {
+        this.sl = sl;
+    }
+
+    public Double getCl() {
+        return cl;
+    }
+
+    public void setCl(Double cl) {
+        this.cl = cl;
+    }
+
+    public Double getzUpper() {
+        return zUpper;
+    }
+
+    public void setzUpper(Double zUpper) {
+        this.zUpper = zUpper;
+    }
+
+    public Double getzLower() {
+        return zLower;
+    }
+
+    public void setzLower(Double zLower) {
+        this.zLower = zLower;
+    }
+
+    public Double getdUpper() {
+        return dUpper;
+    }
+
+    public void setdUpper(Double dUpper) {
+        this.dUpper = dUpper;
+    }
+
+    public Double getdLower() {
+        return dLower;
+    }
+
+    public void setdLower(Double dLower) {
+        this.dLower = dLower;
+    }
+
+    public Double getLeUpper() {
+        return leUpper;
+    }
+
+    public void setLeUpper(Double leUpper) {
+        this.leUpper = leUpper;
+    }
+
+    public Double getGeLower() {
+        return geLower;
+    }
+
+    public void setGeLower(Double geLower) {
+        this.geLower = geLower;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/vo/CoeChiSquareHistoryVo.java

@@ -0,0 +1,79 @@
+package io.sc.engine.mv.vo;
+
+
+import io.sc.platform.orm.api.vo.BaseVo;
+
+public class CoeChiSquareHistoryVo extends BaseVo {
+    private String validateDate;
+    private String modelId;
+    private String modelName;
+    private String level;
+    private Double pd;
+    private Long count;
+    private Long defaultCount;
+    private Double chiSquare;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Double getPd() {
+        return pd;
+    }
+
+    public void setPd(Double pd) {
+        this.pd = pd;
+    }
+
+    public Long getCount() {
+        return count;
+    }
+
+    public void setCount(Long count) {
+        this.count = count;
+    }
+
+    public Long getDefaultCount() {
+        return defaultCount;
+    }
+
+    public void setDefaultCount(Long defaultCount) {
+        this.defaultCount = defaultCount;
+    }
+
+    public Double getChiSquare() {
+        return chiSquare;
+    }
+
+    public void setChiSquare(Double chiSquare) {
+        this.chiSquare = chiSquare;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/vo/GeneralResultHistoryVo.java

@@ -0,0 +1,196 @@
+package io.sc.engine.mv.vo;
+
+import io.sc.engine.mv.CoeResult;
+import io.sc.engine.mv.ExecuteMode;
+import io.sc.engine.mv.jpa.entity.RuntimeParameter;
+import io.sc.platform.orm.api.vo.BaseVo;
+
+import javax.persistence.Transient;
+import java.util.ArrayList;
+import java.util.List;
+
+public class GeneralResultHistoryVo extends BaseVo {
+    private String validateDate;
+    private String modelId;
+    private String modelName;
+    private ExecuteMode executeMode;
+    private Long totalSampleCount;
+    private Long defaultSampleCount;
+    private Double auc;
+    private Double aucQuantitative;
+    private Double aucQualitative;
+    private Double ar;
+    private Double arQuantitative;
+    private Double arQualitative;
+    private Double ks;
+    private Double ksQuantitative;
+    private Double ksQualitative;
+    private Double svd;
+    private Double psi;
+    private CoeResult chiSquare;
+    private CoeResult binomial;
+
+    //模型验证执行时参数配置
+    @Transient
+    private List<RuntimeParameter> runtimeParameters =new ArrayList<RuntimeParameter>();
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public ExecuteMode getExecuteMode() {
+        return executeMode;
+    }
+
+    public void setExecuteMode(ExecuteMode executeMode) {
+        this.executeMode = executeMode;
+    }
+
+    public Long getTotalSampleCount() {
+        return totalSampleCount;
+    }
+
+    public void setTotalSampleCount(Long totalSampleCount) {
+        this.totalSampleCount = totalSampleCount;
+    }
+
+    public Long getDefaultSampleCount() {
+        return defaultSampleCount;
+    }
+
+    public void setDefaultSampleCount(Long defaultSampleCount) {
+        this.defaultSampleCount = defaultSampleCount;
+    }
+
+    public Double getAuc() {
+        return auc;
+    }
+
+    public void setAuc(Double auc) {
+        this.auc = auc;
+    }
+
+    public Double getAucQuantitative() {
+        return aucQuantitative;
+    }
+
+    public void setAucQuantitative(Double aucQuantitative) {
+        this.aucQuantitative = aucQuantitative;
+    }
+
+    public Double getAucQualitative() {
+        return aucQualitative;
+    }
+
+    public void setAucQualitative(Double aucQualitative) {
+        this.aucQualitative = aucQualitative;
+    }
+
+    public Double getAr() {
+        return ar;
+    }
+
+    public void setAr(Double ar) {
+        this.ar = ar;
+    }
+
+    public Double getArQuantitative() {
+        return arQuantitative;
+    }
+
+    public void setArQuantitative(Double arQuantitative) {
+        this.arQuantitative = arQuantitative;
+    }
+
+    public Double getArQualitative() {
+        return arQualitative;
+    }
+
+    public void setArQualitative(Double arQualitative) {
+        this.arQualitative = arQualitative;
+    }
+
+    public Double getKs() {
+        return ks;
+    }
+
+    public void setKs(Double ks) {
+        this.ks = ks;
+    }
+
+    public Double getKsQuantitative() {
+        return ksQuantitative;
+    }
+
+    public void setKsQuantitative(Double ksQuantitative) {
+        this.ksQuantitative = ksQuantitative;
+    }
+
+    public Double getKsQualitative() {
+        return ksQualitative;
+    }
+
+    public void setKsQualitative(Double ksQualitative) {
+        this.ksQualitative = ksQualitative;
+    }
+
+    public Double getSvd() {
+        return svd;
+    }
+
+    public void setSvd(Double svd) {
+        this.svd = svd;
+    }
+
+    public Double getPsi() {
+        return psi;
+    }
+
+    public void setPsi(Double psi) {
+        this.psi = psi;
+    }
+
+    public CoeResult getChiSquare() {
+        return chiSquare;
+    }
+
+    public void setChiSquare(CoeResult chiSquare) {
+        this.chiSquare = chiSquare;
+    }
+
+    public CoeResult getBinomial() {
+        return binomial;
+    }
+
+    public void setBinomial(CoeResult binomial) {
+        this.binomial = binomial;
+    }
+
+    public List<RuntimeParameter> getRuntimeParameters() {
+        return runtimeParameters;
+    }
+
+    public void setRuntimeParameters(List<RuntimeParameter> runtimeParameters) {
+        this.runtimeParameters = runtimeParameters;
+    }
+}

io.sc.engine.mv/src/main/java/io/sc/engine/mv/vo/StPsiHistoryVo.java

@@ -0,0 +1,142 @@
+package io.sc.engine.mv.vo;
+
+
+import io.sc.platform.orm.api.vo.BaseVo;
+
+public class StPsiHistoryVo extends BaseVo {
+    private String validateDate;
+    private String modelId;
+    private String modelName;
+    private Double scoreSegStart;
+    private Double scoreSegEnd;
+    private Long countDev;
+    private Long totalCountDev;
+    private Double percentDev;
+    private Long countApp;
+    private Long totalCountApp;
+    private Double percentApp;
+    private Double percentDiff;
+    private Double percentRate;
+    private Double weight;
+    private Double stWeight;
+
+    public String getValidateDate() {
+        return validateDate;
+    }
+
+    public void setValidateDate(String validateDate) {
+        this.validateDate = validateDate;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public String getModelName() {
+        return modelName;
+    }
+
+    public void setModelName(String modelName) {
+        this.modelName = modelName;
+    }
+
+    public Double getScoreSegStart() {
+        return scoreSegStart;
+    }
+
+    public void setScoreSegStart(Double scoreSegStart) {
+        this.scoreSegStart = scoreSegStart;
+    }
+
+    public Double getScoreSegEnd() {
+        return scoreSegEnd;
+    }
+
+    public void setScoreSegEnd(Double scoreSegEnd) {
+        this.scoreSegEnd = scoreSegEnd;
+    }
+
+    public Long getCountDev() {
+        return countDev;
+    }
+
+    public void setCountDev(Long countDev) {
+        this.countDev = countDev;
+    }
+
+    public Long getTotalCountDev() {
+        return totalCountDev;
+    }
+
+    public void setTotalCountDev(Long totalCountDev) {
+        this.totalCountDev = totalCountDev;
+    }
+
+    public Double getPercentDev() {
+        return percentDev;
+    }
+
+    public void setPercentDev(Double percentDev) {
+        this.percentDev = percentDev;
+    }
+
+    public Long getCountApp() {
+        return countApp;
+    }
+
+    public void setCountApp(Long countApp) {
+        this.countApp = countApp;
+    }
+
+    public Long getTotalCountApp() {
+        return totalCountApp;
+    }
+
+    public void setTotalCountApp(Long totalCountApp) {
+        this.totalCountApp = totalCountApp;
+    }
+
+    public Double getPercentApp() {
+        return percentApp;
+    }
+
+    public void setPercentApp(Double percentApp) {
+        this.percentApp = percentApp;
+    }
+
+    public Double getPercentDiff() {
+        return percentDiff;
+    }
+
+    public void setPercentDiff(Double percentDiff) {
+        this.percentDiff = percentDiff;
+    }
+
+    public Double getPercentRate() {
+        return percentRate;
+    }
+
+    public void setPercentRate(Double percentRate) {
+        this.percentRate = percentRate;
+    }
+
+    public Double getWeight() {
+        return weight;
+    }
+
+    public void setWeight(Double weight) {
+        this.weight = weight;
+    }
+
+    public Double getStWeight() {
+        return stWeight;
+    }
+
+    public void setStWeight(Double stWeight) {
+        this.stWeight = stWeight;
+    }
+}

io.sc.platform.core/src/main/java/io/sc/platform/core/util/StringUtil.java

@@ -1088,29 +1088,16 @@ public class StringUtil {
 	}
 
 	/**
-	 * 用指定的字符串链接字符串列表
+	 * 用指定的字符串链接字符串集合
 	 * @param splitor 指定的字符串
-	 * @param list 字符串列表
+	 * @param collection 字符串集合
 	 * @return 链接后的字符串
 	 */
-	public static String combine(String splitor,List<String> list){
+	public static String combine(String splitor,Collection<String> collection){
-		if(list==null || list.isEmpty()){
+		if(collection==null || collection.isEmpty()){
-			return null;
-		}
-		return combine(splitor,list.toArray(new String[]{}));
-	}
-
-	/**
-	 * 用指定的字符串链接字符串列表
-	 * @param splitor 指定的字符串
-	 * @param set 字符串列表
-	 * @return 链接后的字符串
-	 */
-	public static String combine(String splitor,Set<String> set){
-		if(set==null || set.isEmpty()){
 			return null;
 		}
-		return combine(splitor,set.toArray(new String[]{}));
+		return combine(splitor,collection.toArray(new String[]{}));
 	}
 
 	/**
@@ -1154,16 +1141,16 @@ public class StringUtil {
 	}
 
 	/**
-	 * 用指定的字符串链接字符串列表(反序)
+	 * 用指定的字符串链接字符串集合(反序)
-	 * @param list 字符串列表
+	 * @param collection 字符串集合
 	 * @param splitor 指定的字符串
 	 * @return 链接后的字符串
 	 */
-	public static String reverseCombine(List<String> list, String splitor){
+	public static String reverseCombine(String splitor,Collection<String> collection){
-		if(list==null || list.isEmpty()){
+		if(collection==null || collection.isEmpty()){
 			return null;
 		}
-		return reverseCombine(list.toArray(new String[]{}),splitor);
+		return reverseCombine(splitor,collection.toArray(new String[]{}));
 	}
 
 	/**
@@ -1172,7 +1159,7 @@ public class StringUtil {
 	 * @param splitor 指定的字符串
 	 * @return 链接后的字符串
 	 */
-	public static String reverseCombine(String[] list, String splitor){
+	public static String reverseCombine(String splitor,String[] list){
 		if(list==null || list.length==0){
 			return null;
 		}

io.sc.platform.data/src/main/java/io/sc/platform/data/csv/CsvItemProcessor.java

@@ -0,0 +1,13 @@
+package io.sc.platform.data.csv;
+
+import io.sc.platform.data.ItemProcessor;
+
+import java.math.BigDecimal;
+
+public class CsvItemProcessor implements ItemProcessor<Record, Record> {
+    @Override
+    public Record process(Record item) throws Exception {
+        System.out.println(item.get("CUSTOMER_ID") + "," + item.get("SCORE", BigDecimal.class) + "," + item.get("LEVEL",Integer.class) + "," + item.get("IS_DEFAULT",Boolean.class));
+        return item;
+    }
+}

io.sc.platform.data/src/main/java/io/sc/platform/data/csv/CsvItemReader.java

@@ -0,0 +1,99 @@
+package io.sc.platform.data.csv;
+
+import com.opencsv.CSVReader;
+import com.opencsv.CSVReaderBuilder;
+import io.sc.platform.data.ItemReader;
+import org.springframework.core.io.DefaultResourceLoader;
+import org.springframework.core.io.Resource;
+import org.springframework.util.StringUtils;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.util.Iterator;
+
+public class CsvItemReader implements ItemReader<Record> {
+    private String resourceUrl;
+    private int skipLines;
+    private String splitChar;
+    private CSVReader reader;
+    private Iterator<String[]> iterator;
+    private RecordMapper mapper;
+
+    public CsvItemReader(RecordMapper mapper){
+        this.mapper =mapper;
+    }
+
+    @Override
+    public void init() throws IOException {
+        if(!StringUtils.hasText(resourceUrl)){
+            throw new IOException("resourceUrl is not defined");
+        }
+        Resource resource =new DefaultResourceLoader().getResource(resourceUrl);
+        if(resource==null|| !resource.exists()){
+            throw new IOException("resource '" + resourceUrl + "' is not exists");
+        }
+        BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(resource.getInputStream()));
+        reader = new CSVReaderBuilder(bufferedReader)
+                .withSkipLines(this.skipLines)
+                .build();
+        iterator = reader.iterator();
+    }
+
+    @Override
+    public boolean hasNext() throws IOException {
+        return iterator.hasNext();
+    }
+
+    @Override
+    public Record read() throws IOException {
+        return new Record(mapper,iterator.next());
+    }
+
+    @Override
+    public void close() throws IOException {
+        if(reader!=null) {
+            reader.close();
+        }
+    }
+
+    public String getResourceUrl() {
+        return resourceUrl;
+    }
+
+    public void setResourceUrl(String resourceUrl) {
+        this.resourceUrl = resourceUrl;
+    }
+
+    public int getSkipLines() {
+        return skipLines;
+    }
+
+    public void setSkipLines(int skipLines) {
+        this.skipLines = skipLines;
+    }
+
+    public String getSplitChar() {
+        return splitChar;
+    }
+
+    public void setSplitChar(String splitChar) {
+        this.splitChar = splitChar;
+    }
+
+    public CSVReader getReader() {
+        return reader;
+    }
+
+    public void setReader(CSVReader reader) {
+        this.reader = reader;
+    }
+
+    public Iterator<String[]> getIterator() {
+        return iterator;
+    }
+
+    public void setIterator(Iterator<String[]> iterator) {
+        this.iterator = iterator;
+    }
+}

io.sc.platform.data/src/main/java/io/sc/platform/data/csv/CsvItemWriter.java

@@ -0,0 +1,23 @@
+package io.sc.platform.data.csv;
+
+import io.sc.platform.data.ItemWriter;
+
+import java.io.IOException;
+import java.util.List;
+
+public class CsvItemWriter implements ItemWriter<Record> {
+    @Override
+    public void init() throws IOException {
+
+    }
+
+    @Override
+    public void write(List<Record> items) throws IOException {
+
+    }
+
+    @Override
+    public void close() throws IOException {
+
+    }
+}

io.sc.platform.data/src/main/java/io/sc/platform/data/db/DbItemProcessor.java

@@ -0,0 +1,8 @@
+package io.sc.platform.data.db;
+
+import io.sc.platform.data.ItemProcessor;
+import io.sc.platform.data.csv.Record;
+
+public abstract class DbItemProcessor<S,T> implements ItemProcessor<S, T> {
+
+}

io.sc.platform.data/src/main/java/io/sc/platform/data/db/DbItemReader.java

@@ -0,0 +1,99 @@
+package io.sc.platform.data.db;
+
+import io.sc.platform.data.ItemReader;
+
+import javax.sql.DataSource;
+import java.io.IOException;
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+public abstract class DbItemReader<S> implements ItemReader<S> {
+    protected DataSource datasource;
+    protected String tableName;
+    protected String sql;
+    protected int fetchSize;
+
+    protected Connection conn;
+    protected Statement statement;
+    protected ResultSet rs;
+
+    @Override
+    public void init() throws IOException {
+        try {
+            statement =conn.createStatement(ResultSet.TYPE_FORWARD_ONLY,ResultSet.CONCUR_READ_ONLY);
+            statement.setFetchSize(fetchSize);
+            rs =statement.executeQuery(sql);
+        }catch (SQLException e){
+            throw new IOException(e);
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws IOException {
+        try {
+            return rs.next();
+        }catch (SQLException e){
+            throw new IOException(e);
+        }
+    }
+
+    @Override
+    public void close() throws IOException {
+        SQLException exceptionRs =null;
+        SQLException exceptionStatement =null;
+        SQLException exceptionConnection =null;
+        try{
+            rs.close();
+        }catch (SQLException e){
+            exceptionRs =e;
+        }
+        try{
+            statement.close();
+        }catch (SQLException e){
+            exceptionStatement =e;
+        }
+        try {
+            conn.close();
+        } catch (SQLException e) {
+            exceptionConnection =e;
+        }
+        if(exceptionRs!=null || exceptionStatement!=null || exceptionConnection!=null){
+            SQLException exception =exceptionRs!=null?exceptionRs:exceptionStatement!=null?exceptionStatement:exceptionConnection!=null?exceptionConnection:null;
+            throw new IOException(exception);
+        }
+    }
+
+    public DataSource getDatasource() {
+        return datasource;
+    }
+
+    public void setDatasource(DataSource datasource) {
+        this.datasource = datasource;
+    }
+
+    public String getTableName() {
+        return tableName;
+    }
+
+    public void setTableName(String tableName) {
+        this.tableName = tableName;
+    }
+
+    public String getSql() {
+        return sql;
+    }
+
+    public void setSql(String sql) {
+        this.sql = sql;
+    }
+
+    public int getFetchSize() {
+        return fetchSize;
+    }
+
+    public void setFetchSize(int fetchSize) {
+        this.fetchSize = fetchSize;
+    }
+}

io.sc.platform.data/src/main/java/io/sc/platform/data/db/DbItemWriter.java

@@ -0,0 +1,43 @@
+package io.sc.platform.data.db;
+
+import io.sc.platform.data.ItemWriter;
+
+import javax.sql.DataSource;
+import java.io.IOException;
+import java.util.List;
+
+public abstract class DbItemWriter<T> implements ItemWriter<T> {
+    protected DataSource datasource;
+    protected String tableName;
+
+    @Override
+    public void init() throws IOException {
+
+    }
+
+    @Override
+    public void write(List<T> items) throws IOException {
+
+    }
+
+    @Override
+    public void close() throws IOException {
+
+    }
+
+    public DataSource getDatasource() {
+        return datasource;
+    }
+
+    public void setDatasource(DataSource datasource) {
+        this.datasource = datasource;
+    }
+
+    public String getTableName() {
+        return tableName;
+    }
+
+    public void setTableName(String tableName) {
+        this.tableName = tableName;
+    }
+}

io.sc.platform.developer/src/main/java/io/sc/platform/developer/controller/springboot/SpringbootAutoConfigurationWebController.java

@@ -0,0 +1,90 @@
+package io.sc.platform.developer.controller.springboot;
+
+import io.sc.platform.developer.wrapper.springboot.AutoConfigurationWrapper;
+import io.sc.platform.orm.service.support.QueryParameter;
+import io.sc.platform.orm.service.support.QueryResult;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.actuate.autoconfigure.condition.ConditionsReportEndpoint;
+import org.springframework.boot.actuate.autoconfigure.condition.ConditionsReportEndpoint.ApplicationConditionEvaluation;
+import org.springframework.boot.actuate.autoconfigure.condition.ConditionsReportEndpoint.ContextConditionEvaluation;
+import org.springframework.boot.actuate.autoconfigure.condition.ConditionsReportEndpoint.MessageAndCondition;
+import org.springframework.boot.actuate.autoconfigure.condition.ConditionsReportEndpoint.MessageAndConditions;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.ResponseBody;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+@Controller
+@RequestMapping("/api/developer/springboot/autoConfiguration")
+public class SpringbootAutoConfigurationWebController {
+    @Autowired private ConditionsReportEndpoint conditionsReportEndpoint;
+
+    @GetMapping("")
+    @ResponseBody
+    public Page<AutoConfigurationWrapper> autoConfiguration(QueryParameter queryParameter){
+        List<AutoConfigurationWrapper> result =new ArrayList<AutoConfigurationWrapper>();
+        ApplicationConditionEvaluation applicationConditionEvaluation =conditionsReportEndpoint.applicationConditionEvaluation();
+        Map<String, ContextConditionEvaluation> contextConditionEvaluationMap =applicationConditionEvaluation.getContexts();
+        if(contextConditionEvaluationMap!=null && contextConditionEvaluationMap.size()>0) {
+            for(String contextName : contextConditionEvaluationMap.keySet()) {
+                ContextConditionEvaluation contextConditionEvaluation =contextConditionEvaluationMap.get(contextName);
+                Map<String, List<MessageAndCondition>> positiveMatches =contextConditionEvaluation.getPositiveMatches();
+                if(positiveMatches!=null && positiveMatches.size()>0) {
+                    for(String key : positiveMatches.keySet()) {
+                        List<MessageAndCondition> messageAndConditions =positiveMatches.get(key);
+                        if(messageAndConditions!=null && messageAndConditions.size()>0) {
+                            for(MessageAndCondition messageAndCondition : messageAndConditions) {
+                                AutoConfigurationWrapper wrapper =new AutoConfigurationWrapper();
+                                wrapper.setContext(contextName);
+                                wrapper.setName(key);
+                                wrapper.setPositiveAndNegativeType(AutoConfigurationWrapper.PositiveAndNegativeType.Positive);
+                                wrapper.setCondition(messageAndCondition.getCondition());
+                                wrapper.setMessage(messageAndCondition.getMessage());
+                                result.add(wrapper);
+                            }
+                        }
+                    }
+                }
+
+                Map<String, MessageAndConditions> negativeMatches =contextConditionEvaluation.getNegativeMatches();
+                if(negativeMatches!=null && negativeMatches.size()>0) {
+                    for(String key : negativeMatches.keySet()) {
+                        MessageAndConditions messageAndCondition =negativeMatches.get(key);
+                        List<MessageAndCondition> matcheds =messageAndCondition.getMatched();
+                        if(matcheds!=null && matcheds.size()>0) {
+                            for(MessageAndCondition matched : matcheds) {
+                                AutoConfigurationWrapper wrapper =new AutoConfigurationWrapper();
+                                wrapper.setContext(contextName);
+                                wrapper.setName(key);
+                                wrapper.setPositiveAndNegativeType(AutoConfigurationWrapper.PositiveAndNegativeType.Positive);
+                                wrapper.setMatchedAndNotMatchedType(AutoConfigurationWrapper.MatchedAndNotMatchedType.Matched);
+                                wrapper.setCondition(matched.getCondition());
+                                wrapper.setMessage(matched.getMessage());
+                                result.add(wrapper);
+                            }
+                        }
+                        List<MessageAndCondition> notMatcheds =messageAndCondition.getNotMatched();
+                        if(notMatcheds!=null && notMatcheds.size()>0) {
+                            for(MessageAndCondition notMatched : notMatcheds) {
+                                AutoConfigurationWrapper wrapper =new AutoConfigurationWrapper();
+                                wrapper.setContext(contextName);
+                                wrapper.setName(key);
+                                wrapper.setPositiveAndNegativeType(AutoConfigurationWrapper.PositiveAndNegativeType.Positive);
+                                wrapper.setMatchedAndNotMatchedType(AutoConfigurationWrapper.MatchedAndNotMatchedType.NotMatched);
+                                wrapper.setCondition(notMatched.getCondition());
+                                wrapper.setMessage(notMatched.getMessage());
+                                result.add(wrapper);
+                            }
+                        }
+                    }
+                }
+            }
+        }
+        return QueryResult.page(result,queryParameter);
+    }
+}

io.sc.platform.developer/src/main/java/io/sc/platform/developer/controller/springboot/SpringbootEnvironmentWebController.java

@@ -0,0 +1,57 @@
+package io.sc.platform.developer.controller.springboot;
+
+import io.sc.platform.developer.wrapper.springboot.EnvironmentWrapper;
+import io.sc.platform.orm.service.support.QueryParameter;
+import io.sc.platform.orm.service.support.QueryResult;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.actuate.env.EnvironmentEndpoint;
+import org.springframework.boot.actuate.env.EnvironmentEndpoint.EnvironmentDescriptor;
+import org.springframework.boot.actuate.env.EnvironmentEndpoint.PropertySourceDescriptor;
+import org.springframework.boot.actuate.env.EnvironmentEndpoint.PropertyValueDescriptor;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Controller;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.ResponseBody;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+@Controller
+@RequestMapping("/api/developer/springboot/environment")
+public class SpringbootEnvironmentWebController {
+    @Autowired private EnvironmentEndpoint endpoint;
+
+    @GetMapping("")
+    @ResponseBody
+    public Page<EnvironmentWrapper> environment(QueryParameter queryParameter){
+        List<EnvironmentWrapper> result =new ArrayList<EnvironmentWrapper>();
+        EnvironmentDescriptor environmentDescriptor =endpoint.environment("\\w+");
+        List<PropertySourceDescriptor> propertySourceDescriptors =environmentDescriptor.getPropertySources();
+        if(propertySourceDescriptors!=null && propertySourceDescriptors.size()>0) {
+            for(PropertySourceDescriptor propertySourceDescriptor : propertySourceDescriptors) {
+                String propertySourceName =propertySourceDescriptor.getName();
+                if(propertySourceName.contains("application.properties")){
+                    propertySourceName ="application.properties";
+                }
+                Map<String, PropertyValueDescriptor> map =propertySourceDescriptor.getProperties();
+                if(map!=null && map.size()>0) {
+                    for(String name : map.keySet()) {
+                        PropertyValueDescriptor propertyValueDescriptor =map.get(name);
+                        String origin =propertyValueDescriptor.getOrigin();
+                        Object value =propertyValueDescriptor.getValue();
+
+                        EnvironmentWrapper wrapper =new EnvironmentWrapper();
+                        wrapper.setPropertySourceName(propertySourceName);
+                        wrapper.setPropertyName(name);
+                        wrapper.setOrigin(origin);
+                        wrapper.setValue(value);
+                        result.add(wrapper);
+                    }
+                }
+            }
+        }
+        return QueryResult.page(result,queryParameter);
+    }
+}

io.sc.platform.developer/src/main/java/io/sc/platform/developer/controller/springboot/SpringbootRequestMappingWebController.java

@@ -1,14 +1,19 @@
 package io.sc.platform.developer.controller.springboot;
 
-import io.sc.platform.developer.wrapper.springboot.BeanWrapper;
+import io.sc.platform.developer.wrapper.springboot.FilterWrapper;
-import io.sc.platform.developer.wrapper.springboot.DespatcherServletWrapper;
+import io.sc.platform.developer.wrapper.springboot.MappingWrapper;
+import io.sc.platform.developer.wrapper.springboot.ServletWrapper;
 import io.sc.platform.orm.service.support.QueryParameter;
+import io.sc.platform.orm.service.support.QueryResult;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.actuate.web.mappings.HandlerMethodDescription;
 import org.springframework.boot.actuate.web.mappings.MappingsEndpoint;
 import org.springframework.boot.actuate.web.mappings.MappingsEndpoint.ApplicationMappings;
 import org.springframework.boot.actuate.web.mappings.MappingsEndpoint.ContextMappings;
 import org.springframework.boot.actuate.web.mappings.servlet.*;
+import org.springframework.boot.actuate.web.mappings.servlet.RequestMappingConditionsDescription.MediaTypeExpressionDescription;
+import org.springframework.boot.actuate.web.mappings.servlet.RequestMappingConditionsDescription.NameValueExpressionDescription;
+import org.springframework.data.domain.Page;
 import org.springframework.stereotype.Controller;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -24,63 +29,96 @@ public class SpringbootRequestMappingWebController {
 
     @GetMapping("dispatcherServletMappingDescriptions")
     @ResponseBody
-    public List<DispatcherServletMappingDescription> dispatcherServletMappingDescriptions(QueryParameter queryParameter){
+    public Page<MappingWrapper> dispatcherServletMappingDescriptions(QueryParameter queryParameter){
-        List<DispatcherServletMappingDescription> result =new ArrayList<>();
+        List<MappingWrapper> result =new ArrayList<>();
         ApplicationMappings applicationMappings =mappingsEndpoint.mappings();
-        Map<String, ContextMappings> contexts =applicationMappings.getContexts();
+        Map<String, ContextMappings> contextMappingMap =applicationMappings.getContexts();
-        for(Map.Entry<String, ContextMappings> contextEntry : contexts.entrySet()) {
+        for(Map.Entry<String, ContextMappings> contextMappingEntry : contextMappingMap.entrySet()) {
-            ContextMappings contextMappings = contextEntry.getValue();
+            ContextMappings contextMappings = contextMappingEntry.getValue();
-            Map<String, Object> mappings = contextMappings.getMappings();
+            Map<String, Object> mappingMap = contextMappings.getMappings();
-            for (Map.Entry<String, Object> mapping : mappings.entrySet()) {
+            for (Map.Entry<String, Object> mappingEntry : mappingMap.entrySet()) {
-                String name = mapping.getKey();
+                String name = mappingEntry.getKey();
                 if ("dispatcherServlets".equalsIgnoreCase(name)) {
-                    Map<String, List<DispatcherServletMappingDescription>> dispatcherServletMappings = (Map<String, List<DispatcherServletMappingDescription>>) mapping.getValue();
+                    Map<String, List<DispatcherServletMappingDescription>> map = (Map<String, List<DispatcherServletMappingDescription>>) mappingEntry.getValue();
-                    for(Map.Entry<String, List<DispatcherServletMappingDescription>> dispatcherServletMapping : dispatcherServletMappings.entrySet()) {
+                    if(map!=null && !map.isEmpty()) {
-                        result.addAll(dispatcherServletMapping.getValue());
+                        for (Map.Entry<String, List<DispatcherServletMappingDescription>> entry : map.entrySet()) {
+                            List<DispatcherServletMappingDescription> descriptions = entry.getValue();
+                            if(descriptions!=null && !descriptions.isEmpty()) {
+                                for (DispatcherServletMappingDescription description : descriptions) {
+                                    DispatcherServletMappingDetails details = description.getDetails();
+                                    if(details!=null) {
+                                        RequestMappingConditionsDescription conditions = details.getRequestMappingConditions();
+                                        HandlerMethodDescription handler = details.getHandlerMethod();
+                                        Set<RequestMethod> httpMethod = conditions.getMethods();
+                                        Set<String> patterns = conditions.getPatterns();
+                                        List<MediaTypeExpressionDescription> consumes = conditions.getConsumes();
+                                        List<MediaTypeExpressionDescription> produces = conditions.getProduces();
+                                        List<NameValueExpressionDescription> headers = conditions.getHeaders();
+                                        List<NameValueExpressionDescription> params = conditions.getParams();
+                                        result.add(new MappingWrapper(handler, httpMethod, patterns, consumes, produces, headers, params));
+                                    }
+                                }
+                            }
+                        }
                     }
                 }
             }
         }
-        return result;
+        return QueryResult.page(result,queryParameter);
     }
 
     @GetMapping("filterRegistrationMappingDescriptions")
     @ResponseBody
-    public List<FilterRegistrationMappingDescription> filterRegistrationMappingDescriptions(QueryParameter queryParameter){
+    public Page<FilterWrapper> filterRegistrationMappingDescriptions(QueryParameter queryParameter){
-        List<FilterRegistrationMappingDescription> result =new ArrayList<>();
+        List<FilterWrapper> result =new ArrayList<>();
         ApplicationMappings applicationMappings =mappingsEndpoint.mappings();
-        Map<String, ContextMappings> contexts =applicationMappings.getContexts();
+        Map<String, ContextMappings> contextMappingMap =applicationMappings.getContexts();
-        for(Map.Entry<String, ContextMappings> contextEntry : contexts.entrySet()) {
+        for(Map.Entry<String, ContextMappings> contextMappingEntry : contextMappingMap.entrySet()) {
-            ContextMappings contextMappings = contextEntry.getValue();
+            ContextMappings contextMappings = contextMappingEntry.getValue();
-            Map<String, Object> mappings = contextMappings.getMappings();
+            Map<String, Object> mappingMap = contextMappings.getMappings();
-            for (Map.Entry<String, Object> mapping : mappings.entrySet()) {
+            for (Map.Entry<String, Object> mappingEntry : mappingMap.entrySet()) {
-                String name = mapping.getKey();
+                String name = mappingEntry.getKey();
                 if ("servletFilters".equalsIgnoreCase(name)) {
-                    List<FilterRegistrationMappingDescription> filters =(List<FilterRegistrationMappingDescription>)mapping.getValue();
+                    List<FilterRegistrationMappingDescription> filters =(List<FilterRegistrationMappingDescription>)mappingEntry.getValue();
-                    result.addAll(filters);
+                    if(filters!=null && !filters.isEmpty()) {
+                        for(FilterRegistrationMappingDescription filter : filters){
+                            String className =filter.getClassName();
+                            Collection<String> patterns =filter.getUrlPatternMappings();
+                            String registeredName =filter.getName();
+                            Collection<String> mappingNames =filter.getServletNameMappings();
+                            result.add(new FilterWrapper(registeredName, patterns,className));
+                        }
+                    }
                 }
             }
         }
-        return result;
+        return QueryResult.page(result,queryParameter);
     }
 
     @GetMapping("servletRegistrationMappingDescriptions")
     @ResponseBody
-    public List<ServletRegistrationMappingDescription> servletRegistrationMappingDescriptions(QueryParameter queryParameter){
+    public Page<ServletWrapper> servletRegistrationMappingDescriptions(QueryParameter queryParameter){
-        List<ServletRegistrationMappingDescription> result =new ArrayList<>();
+        List<ServletWrapper> result =new ArrayList<>();
         ApplicationMappings applicationMappings =mappingsEndpoint.mappings();
-        Map<String, ContextMappings> contexts =applicationMappings.getContexts();
+        Map<String, ContextMappings> contextMappingMap =applicationMappings.getContexts();
-        for(Map.Entry<String, ContextMappings> contextEntry : contexts.entrySet()) {
+        for(Map.Entry<String, ContextMappings> contextMappingEntry : contextMappingMap.entrySet()) {
-            ContextMappings contextMappings = contextEntry.getValue();
+            ContextMappings contextMappings = contextMappingEntry.getValue();
-            Map<String, Object> mappings = contextMappings.getMappings();
+            Map<String, Object> mappingMap = contextMappings.getMappings();
-            for (Map.Entry<String, Object> mapping : mappings.entrySet()) {
+            for (Map.Entry<String, Object> mappingEntry : mappingMap.entrySet()) {
-                String name = mapping.getKey();
+                String name = mappingEntry.getKey();
                 if ("servlets".equalsIgnoreCase(name)) {
-                    List<ServletRegistrationMappingDescription> servlets =(List<ServletRegistrationMappingDescription>)mapping.getValue();
+                    List<ServletRegistrationMappingDescription> servlets =(List<ServletRegistrationMappingDescription>)mappingEntry.getValue();
-                    result.addAll(servlets);
+                    if(servlets!=null && !servlets.isEmpty()) {
+                        for(ServletRegistrationMappingDescription servlet : servlets){
+                            String servletName =servlet.getName();
+                            Collection<String> patterns =servlet.getMappings();
+                            String className =servlet.getClassName();
+                            result.add(new ServletWrapper(servletName, patterns,className));
+                        }
+                    }
                 }
             }
         }
-        return result;
+        return QueryResult.page(result,queryParameter);
     }
 }

io.sc.platform.developer/src/main/java/io/sc/platform/developer/wrapper/springboot/DespatcherServletWrapper.java

@@ -1,44 +0,0 @@
-package io.sc.platform.developer.wrapper.springboot;
-
-import org.springframework.web.bind.annotation.RequestMethod;
-
-import java.util.Set;
-
-public class DespatcherServletWrapper {
-    private String className;
-    private String methodName;
-    private Set<RequestMethod> httpMethods;
-    private Set<String> patterns;
-
-    public String getClassName() {
-        return className;
-    }
-
-    public void setClassName(String className) {
-        this.className = className;
-    }
-
-    public String getMethodName() {
-        return methodName;
-    }
-
-    public void setMethodName(String methodName) {
-        this.methodName = methodName;
-    }
-
-    public Set<RequestMethod> getHttpMethods() {
-        return httpMethods;
-    }
-
-    public void setHttpMethods(Set<RequestMethod> httpMethods) {
-        this.httpMethods = httpMethods;
-    }
-
-    public Set<String> getPatterns() {
-        return patterns;
-    }
-
-    public void setPatterns(Set<String> patterns) {
-        this.patterns = patterns;
-    }
-}

io.sc.platform.developer/src/main/java/io/sc/platform/developer/wrapper/springboot/ServletWrapper.java

@@ -0,0 +1,41 @@
+package io.sc.platform.developer.wrapper.springboot;
+
+import io.sc.platform.core.util.StringUtil;
+
+import java.util.Collection;
+
+public class ServletWrapper {
+    private String name;
+    private String patterns;
+    private String className;
+
+    public ServletWrapper(String name, Collection<String> patterns, String className) {
+        this.name = name;
+        this.patterns = StringUtil.combine(",", patterns);
+        this.className = className;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getPatterns() {
+        return patterns;
+    }
+
+    public void setPatterns(String patterns) {
+        this.patterns = patterns;
+    }
+
+    public String getClassName() {
+        return className;
+    }
+
+    public void setClassName(String className) {
+        this.className = className;
+    }
+}

io.sc.platform.jdbc/src/main/java/io/sc/platform/jdbc/util/SqlTypeUtil.java

@@ -36,11 +36,11 @@ public class SqlTypeUtil {
 			case Types.CHAR:
 			case Types.VARCHAR:
 			case Types.LONGVARCHAR:
-				
+
 			case Types.NCHAR:
 			case Types.NVARCHAR:
 			case Types.LONGNVARCHAR:
-				
+
 			case Types.BIT:
 			case Types.TINYINT:
 			case Types.SMALLINT:
@@ -98,7 +98,7 @@ public class SqlTypeUtil {
 					return sqlXml.getString();
 				}
 				return null;
-			
+
 			//case Types.NULL:
 			//case Types.OTHER:
 			//case Types.JAVA_OBJECT:
@@ -113,7 +113,7 @@ public class SqlTypeUtil {
 				throw new RuntimeException(fieldName + " field's type is NOT supported");
 		}
 	}
-	
+
 	/**
 	 * 获取 SQL 对应的 Java 对象
 	 * @param connection 数据库连接
@@ -131,7 +131,7 @@ public class SqlTypeUtil {
 			case Types.CHAR:
 			case Types.VARCHAR:
 			case Types.LONGVARCHAR:
-				
+
 			case Types.NCHAR:
 			case Types.NVARCHAR:
 			case Types.LONGNVARCHAR:
@@ -195,7 +195,7 @@ public class SqlTypeUtil {
 				return null;
 		}
 	}
-	
+
 	/**
 	 * 获取 SQL 类型名称
 	 * @param type 类型
@@ -236,7 +236,7 @@ public class SqlTypeUtil {
 			case Types.DECIMAL:
 				return "java.sql.Types.DECIMAL";
 			case Types.DATE:
-				return "java.sql.Types.DATE"; 
+				return "java.sql.Types.DATE";
 			case Types.TIME:
 				return "java.sql.Types.TIME";
 			case Types.TIME_WITH_TIMEZONE:
@@ -285,4 +285,67 @@ public class SqlTypeUtil {
 				return null;
 		}
 	}
+
+	public static Class<?> getJavaType(int sqlType) {
+		switch(sqlType) {
+			case Types.CHAR:
+			case Types.VARCHAR:
+			case Types.LONGVARCHAR:
+
+			case Types.NCHAR:
+			case Types.NVARCHAR:
+			case Types.LONGNVARCHAR:
+				return String.class;
+			case Types.BIT:
+				return Byte.class;
+			case Types.TINYINT:
+			case Types.SMALLINT:
+				return Short.class;
+			case Types.INTEGER:
+				return Integer.class;
+			case Types.BIGINT:
+				return Long.class;
+			case Types.FLOAT:
+			case Types.REAL:
+				return Float.class;
+			case Types.DOUBLE:
+				return Double.class;
+			case Types.NUMERIC:
+			case Types.DECIMAL:
+				return BigDecimal.class;
+			case Types.DATE:
+				return java.sql.Date.class;
+			case Types.TIME:
+			case Types.TIME_WITH_TIMEZONE:
+				return java.sql.Time.class;
+			case Types.TIMESTAMP:
+			case Types.TIMESTAMP_WITH_TIMEZONE:
+				return java.sql.Timestamp.class;
+			case Types.BINARY:
+			case Types.VARBINARY:
+			case Types.LONGVARBINARY:
+				return byte[].class;
+			case Types.BLOB:
+				return byte[].class;
+			case Types.CLOB:
+			case Types.NCLOB:
+				return String.class;
+			case Types.BOOLEAN:
+				return Boolean.class;
+			case Types.SQLXML:
+				return String.class;
+			//case Types.NULL:
+			//case Types.OTHER:
+			//case Types.JAVA_OBJECT:
+			//case Types.DISTINCT:
+			//case Types.STRUCT:
+			//case Types.ARRAY:
+			//case Types.REF:
+			//case Types.DATALINK:
+			//case Types.ROWID:
+			//case Types.REF_CURSOR:
+			default:
+				return null;
+		}
+	}
 }

io.sc.platform.orm/src/main/java/io/sc/platform/orm/service/support/DefaultQueryResultSorter.java

@@ -0,0 +1,68 @@
+package io.sc.platform.orm.service.support;
+
+import org.springframework.data.util.DirectFieldAccessFallbackBeanWrapper;
+
+import java.util.Comparator;
+
+public class DefaultQueryResultSorter<T>  implements QueryResultSorter<T>{
+
+    @Override
+    public Comparator<T> getComparator(String propertyName, boolean isAscending) {
+        return new AscComparator<T>(propertyName,isAscending);
+    }
+
+    static class AscComparator<T> implements Comparator<T>{
+        private String propertyName;
+        private boolean isAscending;
+
+
+        public AscComparator(String propertyName,boolean isAscending){
+            this.propertyName =propertyName;
+            this.isAscending =isAscending;
+        }
+
+        @Override
+        public int compare(T o1, T o2) {
+            int direction =isAscending?1:-1;
+            if(o1!=null && o2==null){
+                return 1*direction;
+            }
+            if(o1==null && o2!=null){
+                return -1*direction;
+            }
+            if(o1==null && o2==null){
+                return 0;
+            }
+            DirectFieldAccessFallbackBeanWrapper e1 = new DirectFieldAccessFallbackBeanWrapper(o1);
+            DirectFieldAccessFallbackBeanWrapper e2 = new DirectFieldAccessFallbackBeanWrapper(o2);
+            Object v1 =e1.getPropertyValue(propertyName);
+            Object v2 =e2.getPropertyValue(propertyName);
+            if(v1!=null && v2==null){
+                return 1*direction;
+            }
+            if(v1==null && v2!=null){
+                return -1*direction;
+            }
+            if(v1==null && v2==null){
+                return 0;
+            }
+            Comparable c1 =null;
+            Comparable c2 =null;
+            if(Comparable.class.isAssignableFrom(v1.getClass())){
+                c1 =(Comparable)v1;
+            }
+            if(Comparable.class.isAssignableFrom(v1.getClass())){
+                c2 =(Comparable)v2;
+            }
+            if(c1!=null && c2!=null){
+                if(v1.getClass().equals(v2.getClass())) {
+                    return c1.compareTo(c2) * direction;
+                }else{
+                    return v1.toString().compareTo(v2.toString())*direction;
+                }
+            }else {
+                return v1.toString().compareTo(v2.toString())*direction;
+            }
+        }
+    }
+}