Merge branch 'master' of http://git.picaiba.com/CaiXiang/SPC into yanyang

ym-influx/src/main/java/com/cnbm/influx/config/InfluxClient.java

@@ -113,13 +113,13 @@ public enum InfluxClient {
             Point point = null;
             if(event.getSampleNumber()==null){
                 point = Point.measurement(measurement)
-                        .addTag("transationId", event.getTransationId())
+                        .addTag("transationId", event.getTransationId()==null ? "" : event.getTransationId())
                         .addTag("argName", event.getArgName())
                         .addField("argValue", event.getArgValue())
                         .time(event.getTime().toEpochMilli(), WritePrecision.MS);
             }else {
                 point = Point.measurement(measurement)
-                        .addTag("transationId", event.getTransationId())
+                        .addTag("transationId", event.getTransationId()==null ? "" : event.getTransationId())
                         .addTag("inspectionSheetId", event.getInspectionSheetId())
 
 //                        .addTag("batchNum", event.getBatchNum())
@@ -141,13 +141,18 @@ public enum InfluxClient {
 
     public List<FluxTable> query(QueryDataParam param){
         String measurement = param.getMeasurement();
-        List<String> dropedTagNames = param.getDropedTagNames();
+
-        Range range = param.getRange();
+
         String bucket = param.getBucket();
-        PageInfo pageInfo = param.getPageInfo();
+
 
         String flux = "from(bucket:\""+bucket+"\")";
-        flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")";
+
+        if(param.getRange() != null){
+            Range range = param.getRange();
+            flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")";
+        }
+
         flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")";
 
         if(param.getTags()!=null && param.getTags().size()>0){
@@ -161,12 +166,16 @@ public enum InfluxClient {
         //调整时区，查询出的结果 +8个小时
         //flux += "|> timeShift(duration: 8h)";
 
-
+        if(param.getDropedTagNames() != null){
-        for(String dropName:dropedTagNames){
+            List<String> dropedTagNames = param.getDropedTagNames();
-            flux += "|> drop(columns: [\""+dropName+"\"])";
+            for(String dropName:dropedTagNames){
+                flux += "|> drop(columns: [\""+dropName+"\"])";
+            }
         }
+
         flux += "|> sort(columns: [\"_time\"], desc: true)";
-        if(pageInfo!=null){
+        if(param.getPageInfo() != null){
+            PageInfo pageInfo = param.getPageInfo();
             flux += "|> limit(n: "+pageInfo.getSize()+", offset: "+(pageInfo.getCurrent()-1)* pageInfo.getSize()+")";
         }
         return queryApi.query(flux);

ym-influx/src/main/java/com/cnbm/influx/controller/InfluxData.java

@@ -0,0 +1,25 @@
+package com.cnbm.influx.controller;
+
+import com.cnbm.influx.template.Event;
+import io.swagger.annotations.ApiModel;
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+import java.time.Instant;
+import java.util.List;
+
+/**
+ * @Desc: ""
+ * @Author: caixiang
+ * @DATE: 2022/12/9 15:53
+ */
+@Data
+@ApiModel(value = "Events")
+public class InfluxData {
+    @ApiModelProperty("ID (transationId、argName、argValue、time 必填)")
+    private List<Event> events;
+
+    @ApiModelProperty("measurement(相当于mysql 中的table，一台工艺设备一个measurement)")
+    private String measurement;
+
+}

ym-influx/src/main/java/com/cnbm/influx/controller/SPCController.java

@@ -0,0 +1,49 @@
+package com.cnbm.influx.controller;
+
+import com.cnbm.common.spc.util.DataUtils;
+import com.cnbm.common.utils.Result;
+import com.cnbm.influx.config.InfluxClient;
+import com.cnbm.influx.constant.Constant;
+import com.cnbm.influx.param.QueryDataParam;
+import com.cnbm.influx.param.Range;
+import com.cnbm.influx.param.Tag;
+import com.cnbm.influx.template.Event;
+import com.influxdb.query.FluxTable;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.time.Instant;
+import java.util.*;
+
+@RestController
+@RequestMapping("/spcData")
+public class SPCController {
+    private static final Logger logger = LoggerFactory.getLogger(SPCController.class);
+
+
+    @PostMapping("/getData")
+    public Result getData(@RequestBody QueryDataParam param) throws InterruptedException {
+        List<FluxTable> query = InfluxClient.Client.query(param);
+        return new Result<List<FluxTable>>().ok(query);
+    }
+
+
+    @PostMapping("/insertOrUpdate")
+    public Result insertBatchForNew(@RequestBody InfluxData data){
+        if(data.getEvents()== null || data.getMeasurement()== null){
+            return new Result().error("传入events 或者 measurement为空");
+        }
+        try {
+            InfluxClient.Client.batchInsert(data.getEvents(),data.getMeasurement());
+        }catch (Exception e){
+            return new Result().ok("influxdb 操作异常");
+        }
+        return new Result().error("成功");
+    }
+
+
+}

ym-influx/src/main/java/com/cnbm/influx/controller/TIMETest.java

@@ -1,10 +1,12 @@
 package com.cnbm.influx.controller;
 
+import com.cnbm.influx.template.Event;
 import io.swagger.annotations.ApiModel;
 import io.swagger.annotations.ApiModelProperty;
 import lombok.Data;
 
 import java.time.Instant;
+import java.util.List;
 
 /**
  * @Desc: ""
@@ -14,7 +16,9 @@ import java.time.Instant;
 @Data
 @ApiModel(value = "检验样本 DTO对象")
 public class TIMETest {
-    @ApiModelProperty(value = "时间2")
+
+
+    @ApiModelProperty(value = "Events")
     private Instant time2;
 
 }

ym-process-inspection/src/main/java/com/cnbm/processInspection/controller/ProcessInspectionController.java

@@ -147,49 +147,48 @@ public class ProcessInspectionController {
                 xmrGraph.getSpecificationLimit()==null?null:xmrGraph.getSpecificationLimit(),
                 xmrGraph.getProcessCapacity()==null?null:xmrGraph.getProcessCapacity(),
                 (xmrGraph.getXigma()==null||xmrGraph.getTotalXigma()==null)?null:new StandardDiviation(xmrGraph.getXigma(),xmrGraph.getTotalXigma())
-
         );
         return R.ok("成功",xmrGraphData);
     }
 
-    @PostMapping("/getBatchs")
+//    @PostMapping("/getBatchs")
-    public R<List<String>> getBatchs() throws InterruptedException {
+//    public R<List<String>> getBatchs() throws InterruptedException {
-        List<Event> list = new ArrayList<>();
+//        List<Event> list = new ArrayList<>();
-        Random r = new Random();
+//        Random r = new Random();
-        Instant instant = DataUtils.getBeforeDate(400).toInstant();
+//        Instant instant = DataUtils.getBeforeDate(400).toInstant();
-        List<String> res = new ArrayList<>();
+//        List<String> res = new ArrayList<>();
-
+//
-        QueryDataParam queryDataParam = new QueryDataParam();
+//        QueryDataParam queryDataParam = new QueryDataParam();
-        queryDataParam.setBucket("qgs-bucket");
+//        queryDataParam.setBucket("qgs-bucket");
-        queryDataParam.setMeasurement("Weight");
+//        queryDataParam.setMeasurement("Weight");
-        List<String> dropNames = new ArrayList<>();
+//        List<String> dropNames = new ArrayList<>();
-        dropNames.add("transationId");
+//        dropNames.add("transationId");
-        dropNames.add("_value");
+//        dropNames.add("_value");
-        dropNames.add("_start");
+//        dropNames.add("_start");
-        dropNames.add("_stop");
+//        dropNames.add("_stop");
-        dropNames.add("_time");
+//        dropNames.add("_time");
-        dropNames.add("_field");
+//        dropNames.add("_field");
-        dropNames.add("_measurement");
+//        dropNames.add("_measurement");
-        dropNames.add("inspectionSheetId");
+//        dropNames.add("inspectionSheetId");
-        dropNames.add("argName");
+//        dropNames.add("argName");
-        queryDataParam.setDropedTagNames(dropNames);
+//        queryDataParam.setDropedTagNames(dropNames);
-
+//
-        queryDataParam.setTags(Arrays.asList(new Tag("argName","LTWeight")));
+//        queryDataParam.setTags(Arrays.asList(new Tag("argName","LTWeight")));
-
+//
-        queryDataParam.setRange(new Range(DataUtils.getBeforeDate(100).toInstant(),Instant.now()));
+//        queryDataParam.setRange(new Range(DataUtils.getBeforeDate(100).toInstant(),Instant.now()));
-//        queryDataParam.setPageInfo(new PageInfo(1,10));
+////        queryDataParam.setPageInfo(new PageInfo(1,10));
-        List<FluxTable> query = InfluxClient.Client.queryByGroup(queryDataParam);
+//        List<FluxTable> query = InfluxClient.Client.queryByGroup(queryDataParam);
-
+//
-
+//
-        for (FluxTable fluxTable : query) {
+//        for (FluxTable fluxTable : query) {
-            List<FluxRecord> records = fluxTable.getRecords();
+//            List<FluxRecord> records = fluxTable.getRecords();
-            if(records.size()!=0){
+//            if(records.size()!=0){
-                res.add((String) records.get(0).getValueByKey("batchNum"));
+//                res.add((String) records.get(0).getValueByKey("batchNum"));
-                continue;
+//                continue;
-            }
+//            }
-        }
+//        }
-        return R.ok(res);
+//        return R.ok(res);
-    }
+//    }
 
 
     @PostMapping("/NPGraphTest")
@@ -216,6 +215,32 @@ public class ProcessInspectionController {
 
         return R.ok("成功",npGraph1);
     }
+    @PostMapping("/NPGraph")
+    public R<NPGraphData> NPGraph(@RequestBody GraphArg graphArg) throws Exception {
+
+        ProductFeatures productFeatures = setRealSampleSize(graphArg);
+
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }
+
+        NPGraph npGraph = new NPGraph(productFeatures);
+
+        QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();
+        queryDataParam.setMeasurement(Constant.measurement);
+        queryDataParam.setRange(new Range( graphArg.getBegin().toInstant() , graphArg.getEnd().toInstant() ));
+        queryDataParam.setTimeType(graphArg.getGroupType());
+        npGraph.initialDate(queryDataParam);
+
+        NPGraphData npGraph1 = new NPGraphData(
+                npGraph.getList()==null?null:npGraph.getList(),
+                npGraph.getArgName()==null?null:npGraph.getArgName()
+        );
+        return R.ok("成功",npGraph1);
+    }
+
+
+
     @PostMapping("/PGraphTest")
     public R<PGraphData> PGraphTest() throws Exception {
         ProductFeatures productFeatures = new ProductFeatures();
@@ -296,9 +321,13 @@ public class ProcessInspectionController {
 
     private ProductFeatures setRealSampleSize(GraphArg graphArg){
         ProductFeaturesDTO productFeaturesDTO = productFeaturesService.get(graphArg.getProductFeaturesId());
+        if(productFeaturesDTO == null){
+            return null;
+        }
         if(graphArg.getSampleSize()!=null){
             productFeaturesDTO.setSampleSize(graphArg.getSampleSize());
         }
+
         ProductFeatures productFeatures = new ProductFeatures();
         BeanUtils.copyProperties(productFeaturesDTO, productFeatures);
         return productFeatures;
@@ -313,7 +342,13 @@ public class ProcessInspectionController {
     @PostMapping("/XbarSGraph")
     public R<XbarSGraphData> xbarSGraph(@RequestBody GraphArg graphArg) throws Exception {
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }else {
+            if(productFeatures.getSampleSize()==null || productFeatures.getName()==null){
+                return R.failed("ProductFeatures 参数异常");
+            }
+        }
         MeanStandardDeviationGraph meanStandardDeviationGraph = new MeanStandardDeviationGraph(productFeatures);
         if(graphArg.getInterpretationScheme()!=null){
             meanStandardDeviationGraph.isNeedInterpretation(graphArg.getInterpretationScheme());
@@ -339,6 +374,13 @@ public class ProcessInspectionController {
     public R<XbarRGraphData> XbarRGraph(@RequestBody GraphArg graphArg) throws Exception {
 
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }else {
+            if(productFeatures.getSampleSize()==null || productFeatures.getName()==null){
+                return R.failed("ProductFeatures 参数异常");
+            }
+        }
 
         MeanRGraph meanRGraph = new MeanRGraph(productFeatures);
         //如果要检验，，那么set 判读方案
@@ -372,7 +414,9 @@ public class ProcessInspectionController {
     public R<XMRGraphData> XMRGraph(@RequestBody GraphArg graphArg) throws Exception {
 
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }
         XMRGraph xmrGraph = new XMRGraph(productFeatures);
         //如果要检验，，那么set 判读方案
         if(graphArg.getInterpretationScheme()!=null){
@@ -397,31 +441,15 @@ public class ProcessInspectionController {
         return R.ok("成功",xmrGraphData);
     }
 
-    @PostMapping("/NPGraph")
-    public R<NPGraphData> NPGraph(@RequestBody GraphArg graphArg) throws Exception {
 
-        ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
-        NPGraph npGraph = new NPGraph(productFeatures);
-
-        QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();
-        queryDataParam.setMeasurement(Constant.measurement);
-        queryDataParam.setRange(new Range( graphArg.getBegin().toInstant() , graphArg.getEnd().toInstant() ));
-        queryDataParam.setTimeType(graphArg.getGroupType());
-        npGraph.initialDate(queryDataParam);
-
-        NPGraphData npGraph1 = new NPGraphData(
-                npGraph.getList()==null?null:npGraph.getList(),
-                npGraph.getArgName()==null?null:npGraph.getArgName()
-        );
-        return R.ok("成功",npGraph1);
-    }
 
     @PostMapping("/PGraph")
     public R<PGraphData> PGraph(@RequestBody GraphArg graphArg) throws Exception {
 
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }
         PGraph pGraph = new PGraph(productFeatures);
 
         QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();
@@ -440,7 +468,9 @@ public class ProcessInspectionController {
     public R<CGraphData> CGraph(@RequestBody GraphArg graphArg) throws Exception {
 
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }
         CGraph cGraph = new CGraph(productFeatures);
 
         QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();
@@ -460,7 +490,9 @@ public class ProcessInspectionController {
     public R<UGraphData> UGraph(@RequestBody GraphArg graphArg) throws Exception {
 
         ProductFeatures productFeatures = setRealSampleSize(graphArg);
-
+        if(productFeatures == null){
+            return R.failed("检验参数异常");
+        }
         UGraph uGraph = new UGraph(productFeatures);
 
         QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();

ym-process-inspection/src/main/java/com/cnbm/processInspection/dto/GraphArg.java

@@ -2,10 +2,12 @@ package com.cnbm.processInspection.dto;
 
 import com.cnbm.basic.entity.ProductFeatures;
 import com.cnbm.influx.param.Range;
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.annotations.ApiModel;
 import io.swagger.annotations.ApiModelProperty;
 import lombok.Data;
 
+import javax.validation.constraints.NotNull;
 import java.util.Date;
 import java.util.List;
 
@@ -18,15 +20,20 @@ import java.util.List;
 @ApiModel(value = "控制图 查询参数类")
 public class GraphArg {
     @ApiModelProperty(value = "检验特性Id")
+    @NotNull(message = "检验特性Id 不能为空")
     private Long productFeaturesId;
 
     @ApiModelProperty(value = "查询时间段，开始")
+    @JsonFormat(locale="zh", timezone="GMT+8", pattern="yyyy-MM-dd")
+    @NotNull(message = "时间段，开始 不能为空")
     private Date begin;
 
     @ApiModelProperty(value = "查询时间段，结束")
+    @JsonFormat(locale="zh", timezone="GMT+8", pattern="yyyy-MM-dd")
+    @NotNull(message = "时间段，结束 不能为空")
     private Date end;
 
-    @ApiModelProperty(value = "判读方案列表")
+    @ApiModelProperty(value = "判读方案列表,只用于 计量型")
     private List<InterpretationListArg> interpretationScheme;
 
     @ApiModelProperty(value = "样本大小，不填的话用之前配置的")

ym-process-inspection/src/main/java/com/cnbm/processInspection/graphAnalyzed/forMeterage/mr/MeanRGraph.java

@@ -65,9 +65,7 @@ public class MeanRGraph {
 
 
     public MeanRGraph(ProductFeatures productFeatures) throws Exception {
-        if(productFeatures.getSampleSize()==null || productFeatures.getName()==null){
+
-            throw new Exception("ProductFeatures 参数异常");
-        }
         this.argName = productFeatures.getName();
         this.sampleSize = productFeatures.getSampleSize().intValue();
         this.a2 = XBarRCoefficients.getA2(sampleSize);
@@ -92,6 +90,7 @@ public class MeanRGraph {
         this.interpretationScheme = list;
     }
 
+
     /**
      * name : 初始化数据函数
      * desc : 从influxdb 里面读取数据，然后 加工处理成 我需要的

ym-process-inspection/src/main/java/com/cnbm/processInspection/graphAnalyzed/forMeterage/ms/MeanStandardDeviationGraph.java

@@ -62,9 +62,7 @@ public class MeanStandardDeviationGraph {
 
 
     public MeanStandardDeviationGraph(ProductFeatures productFeatures) throws Exception {
-        if(productFeatures.getSampleSize()==null || productFeatures.getName()==null){
+
-            throw new Exception("ProductFeatures 参数异常");
-        }
         this.argName = productFeatures.getName();
         this.sampleSize = productFeatures.getSampleSize().intValue();
         this.as = XBarSCoefficients.getAS(sampleSize);
@@ -123,6 +121,9 @@ public class MeanStandardDeviationGraph {
         List<Double> rArray = new ArrayList<>();
         for(int i=0;i<doubleListList.size();i++){
             Double[] doubleList = toDoubleArray(doubleListList.get(i).toArray());
+            if(doubleList.length == 1){
+                continue;
+            }
 
             Double xbar = Math.getMean(doubleList);
             Double s = Math.StandardDiviation(doubleList).getNormal();

ym-process-inspection/src/main/java/com/cnbm/processInspection/graphAnalyzed/forMeterage/xmr/XMRGraph.java

@@ -62,9 +62,6 @@ public class XMRGraph {
 
 
     public XMRGraph(ProductFeatures productFeatures) throws Exception {
-        if(productFeatures.getSampleSize()==null || productFeatures.getName()==null){
-            throw new Exception("ProductFeatures 参数异常");
-        }
         this.argName = productFeatures.getName();
         this.sampleSize = 1;
         this.specificationLimit = new SpecificationLimit(

ym-process-inspection/src/main/java/com/cnbm/processInspection/service/impl/InspectionSheetServiceImpl.java

@@ -155,7 +155,7 @@ public class InspectionSheetServiceImpl extends CrudServiceImpl<InspectionSheetM
         params.put("inspectionStage", dto.getInspectionStage());
         List<ProductFeaturesDTO> inspectionSheetFeaturesList = getInspectionSheetFeaturesList(params);
         if (inspectionSheetFeaturesList != null && inspectionSheetFeaturesList.size() != 0) {
-            //分组样本数=样本大小=检验特性分组数的最大值
+            //分组样本数 = 样本大小 = 检验特性分组数的最大值
             //Integer numbersOfSamples = inspectionSheetFeaturesList.stream().max(Comparator.comparing(ProductFeaturesDTO::getSampleSize)).get().getSampleSize();
             //过滤计量型特性
             List<ProductFeaturesDTO> featuresList = inspectionSheetFeaturesList.stream().filter(s-> s.getSampleSize()!=null && s.getType()==1).collect(Collectors.toList());
@@ -308,19 +308,9 @@ public class InspectionSheetServiceImpl extends CrudServiceImpl<InspectionSheetM
     @Override
     public void saveFluxParamList2(InspectionSampleDTO2[] lists){
         for (InspectionSampleDTO2 dto : lists) {
-            //String jsonData = {"workingProcedureName":"test","inspectionSheetId":"116","param1":"0.47","param2":"0.687","param2":"0.53"};
             String workingProcedureName = dto.getWorkingProcedureName();
-            String inspectionSheetId = dto.getInspectionSheetId();
-//            String batchNum = dto.getBatchNum();
-            String sampleNumber = dto.getSampleNumber();
-
-//            LocalDateTime sampleTime = dto.getSampleTime();
-//            Instant eventTime = sampleTime.toInstant(ZoneOffset.UTC);
             InfluxClient.Client.batchInsert(dto.getEvents(), workingProcedureName);
         }
-//        //样本数据更新后 计算检验单缺陷数不良数
-//        System.out.println("--------------------------------------");
-//        calculate(Long.valueOf(lists[0].getInspectionSheetId()));
     }
 
     private Event newEvent(Instant time, String inspectionSheetId, String argName, String argValue, String sampleNo) {

ym-quality-planning/src/main/java/com/cnbm/qualityPlanning/entity/XMRPoint.java

@@ -1,5 +1,6 @@
 package com.cnbm.qualityPlanning.entity;
 
+import java.util.HashSet;
 import java.util.Set;
 
 /**
@@ -20,6 +21,13 @@ public class XMRPoint extends Point {
     //xbar 不满足 的 判读方案
     private Set<Integer> rsUnsatisfiedRules;
 
+    public XMRPoint(Integer position, Double value, Double x, Double rs) {
+        super(position,value);
+        this.x = x;
+        this.rs = rs;
+        xUnsatisfiedRules = new HashSet<Integer>();
+        rsUnsatisfiedRules = new HashSet<Integer>();
+    }
 
     private void setValueToTest(Double value){
         setValueForInterpretation(value);
@@ -57,11 +65,7 @@ public class XMRPoint extends Point {
         this.rs = rs;
     }
 
-    public XMRPoint(Integer position, Double value, Double x, Double rs) {
+
-        super(position,value);
-        this.x = x;
-        this.rs = rs;
-    }
 
     @Override
     public Integer getPosition() {

ym-quality-planning/src/main/java/com/cnbm/qualityPlanning/entity/XbarRPoint.java

@@ -1,6 +1,7 @@
 package com.cnbm.qualityPlanning.entity;
 
 import java.util.ArrayList;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Set;
 
@@ -21,7 +22,14 @@ public class XbarRPoint extends Point {
     private Set<Integer> rUnsatisfiedRules;
     //xbar 不满足 的 判读方案
     private Set<Integer> xbarUnsatisfiedRules;
-
+    public XbarRPoint(Integer position, Double value, Double xbar, Double r, List<Double> data) {
+        super(position,value);
+        this.xbar = xbar;
+        this.r = r;
+        this.data = data;
+        rUnsatisfiedRules = new HashSet<Integer>();
+        xbarUnsatisfiedRules = new HashSet<Integer>();
+    }
 
     private void setValueToTest(Double value){
         setValueForInterpretation(value);
@@ -68,12 +76,7 @@ public class XbarRPoint extends Point {
         this.r = r;
     }
 
-    public XbarRPoint(Integer position, Double value, Double xbar, Double r, List<Double> data) {
+
-        super(position,value);
-        this.xbar = xbar;
-        this.r = r;
-        this.data = data;
-    }
 
     @Override
     public Integer getPosition() {

ym-quality-planning/src/main/java/com/cnbm/qualityPlanning/entity/XbarSPoint.java

@@ -3,6 +3,7 @@ package com.cnbm.qualityPlanning.entity;
 import io.swagger.models.auth.In;
 
 import java.util.ArrayList;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Set;
 
@@ -20,12 +21,21 @@ public class XbarSPoint extends Point {
     public XbarSPoint(Integer position, Double value) {
         super(position, value);
     }
+
     //s    不满足 的 判读方案
     private Set<Integer> sUnsatisfiedRules;
     //xbar 不满足 的 判读方案
     private Set<Integer> xbarUnsatisfiedRules;
 
-
+    public XbarSPoint(Integer position, Double value, Double xbar, Double s, Double r,List<Double> data) {
+        super(position,value);
+        this.xbar = xbar;
+        this.s = s;
+        this.r = r;
+        this.data = data;
+        sUnsatisfiedRules = new HashSet<Integer>();
+        xbarUnsatisfiedRules = new HashSet<Integer>();
+    }
     private void setValueToTest(Double value){
         setValueForInterpretation(value);
     }
@@ -78,13 +88,7 @@ public class XbarSPoint extends Point {
         this.r = r;
     }
 
-    public XbarSPoint(Integer position, Double value, Double xbar, Double s, Double r,List<Double> data) {
+
-        super(position,value);
-        this.xbar = xbar;
-        this.s = s;
-        this.r = r;
-        this.data = data;
-    }
 
     @Override
     public Integer getPosition() {