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数据分析微调

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This commit is contained in:
caozehui
2025-02-17 17:59:37 +08:00
parent 76ec26dca0
commit 0c012152bb
5 changed files with 205 additions and 157 deletions
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6
detection/src/main/java/com/njcn/gather/plan/controller/AdPlanController.java
View File

@@ -196,10 +196,10 @@ public class AdPlanController extends BaseController {
@PostMapping("/analyse")
@ApiOperation("检测数据分析")
@ApiImplicitParam(name = "planId", value = "检测计划id", required = true)
public void analyse(String planId) {
public void analyse(@RequestBody List<String> ids) {
String methodDescribe = getMethodDescribe("analyse");
LogUtil.njcnDebug(log, "{}，查询数据为：{}", methodDescribe, planId);
adPlanService.analyse(planId);
LogUtil.njcnDebug(log, "{}，查询数据为：{}", methodDescribe, String.join(StrUtil.COMMA, ids));
adPlanService.analyse(ids);
}
}

4
detection/src/main/java/com/njcn/gather/plan/service/IAdPlanService.java
View File

@@ -114,7 +114,7 @@ public interface IAdPlanService extends IService<AdPlan> {
/**
* 数据分析
*
* @param planId
* @param ids
*/
void analyse(String planId);
void analyse(List<String> ids);
}

336
detection/src/main/java/com/njcn/gather/plan/service/impl/AdPlanServiceImpl.java
View File

@@ -414,55 +414,85 @@ public class AdPlanServiceImpl extends ServiceImpl<AdPlanMapper, AdPlan> impleme
}
@Override
public void analyse(String planId) {
AdPlan adPlan = this.getById(planId);
if (ObjectUtil.isNull(adPlan)) {
throw new BusinessException(PlanResponseEnum.PLAN_NOT_EXIST);
} else {
List<String[]> rows = new ArrayList<>();
public void analyse(List<String> ids) {
SysTestConfig config = sysTestConfigService.getOneConfig();
if (ObjectUtil.isNotNull(config)) {
Integer maxTime = config.getMaxTime();
List<AdPlan> planList = this.listByIds(ids);
SysTestConfig config = sysTestConfigService.getOneConfig();
if (ObjectUtil.isNotNull(config)) {
String[] row1 = new String[]{adPlan.getName()};
rows.add(row1);
Map<String, List<String[]>> sheets = new HashMap<>();
Integer maxTime = config.getMaxTime();
String[] row2 = new String[maxTime + 1];
row2[0] = "\\";
PqDevParam.QueryParam param = new PqDevParam.QueryParam();
param.setPlanId(planId);
List<PqDev> devList = pqDevService.listByPlanId(param);
String[] row3 = new String[maxTime + 1];
row3[0] = "合格数量";
String[] row4 = new String[maxTime + 1];
row4[0] = "总数量";
String[] row5 = new String[maxTime + 1];
row5[0] = "合格率";
for (int i = 1; i <= maxTime; i++) {
row2[i] = i + "次检测";
int tempI = i;
List<PqDev> tempDevList = devList.stream().filter(dev -> dev.getReCheckNum().equals(tempI)).collect(Collectors.toList());
long total = tempDevList.stream().filter(dev -> dev.getCheckResult() != CheckResultEnum.UNCHECKED.getValue()).count();
long passCount = tempDevList.stream().filter(dev -> dev.getCheckResult() == CheckResultEnum.ACCORD.getValue()).count();
row3[i] = passCount + "";
row4[i] = total + "";
if (total != 0) {
row5[i] = String.format("%.2f%%", (float) passCount / total * 100);
} else {
row5[i] = "/";
}
if (planList.size() > 1) {
List<PqDev> allDevList = new ArrayList<>();
for (AdPlan plan : planList) {
PqDevParam.QueryParam queryParam = new PqDevParam.QueryParam();
queryParam.setPlanId(plan.getId());
List<PqDev> devList = pqDevService.listByPlanId(queryParam);
devList = devList.stream().filter(x -> !x.getCheckResult().equals(CheckResultEnum.UNCHECKED.getValue())).collect(Collectors.toList());
allDevList.addAll(devList);
sheets.put(plan.getName(), getRows(plan.getName(), devList, maxTime));
}
rows.add(row2);
rows.add(row3);
rows.add(row4);
rows.add(row5);
exportPassRateExcel("分析结果.xlsx", maxTime, rows);
sheets.put("All", getRows("数据分析结果-所有计划", allDevList, maxTime));
} else {
AdPlan plan = planList.get(0);
PqDevParam.QueryParam queryParam = new PqDevParam.QueryParam();
queryParam.setPlanId(plan.getId());
List<PqDev> devList = pqDevService.listByPlanId(queryParam);
devList = devList.stream().filter(x -> !x.getCheckResult().equals(CheckResultEnum.UNCHECKED.getValue())).collect(Collectors.toList());
sheets.put(plan.getName(), getRows(plan.getName(), devList, maxTime));
}
exportPassRateExcel("数据分析结果.xlsx", maxTime, sheets);
}
}
/**
* 获取行数据
*
* @param header 表头
* @param devList 设备列表
* @param maxTime 最大复检次数
* @return
*/
private List<String[]> getRows(String header, List<PqDev> devList, Integer maxTime) {
List<String[]> rows = new ArrayList<>();
String[] row1 = new String[]{header};
String[] row2 = new String[maxTime + 1];
row2[0] = "\\";
String[] row3 = new String[maxTime + 1];
row3[0] = "合格数量";
String[] row4 = new String[maxTime + 1];
row4[0] = "已检数量";
String[] row5 = new String[maxTime + 1];
row5[0] = "合格率";
long total = devList.size();
for (int i = 1; i <= maxTime; i++) {
row2[i] = i + "次检测";
int tempI = i;
List<PqDev> tempDevList = devList.stream().filter(dev -> dev.getReCheckNum() <= tempI).collect(Collectors.toList());
long passCount = tempDevList.stream().filter(dev -> dev.getCheckResult() == CheckResultEnum.ACCORD.getValue()).count();
row3[i] = passCount + "";
row4[i] = total + "";
if (total != 0) {
row5[i] = String.format("%.2f%%", (float) passCount / total * 100);
} else {
row5[i] = "/";
}
}
rows.add(row1);
rows.add(row2);
rows.add(row3);
rows.add(row4);
rows.add(row5);
return rows;
}
/**
* 逆向可视化
*
@@ -522,140 +552,144 @@ public class AdPlanServiceImpl extends ServiceImpl<AdPlanMapper, AdPlan> impleme
}
}
private void exportPassRateExcel(String fileName, Integer maxTime, List<String[]> rows) {
private void exportPassRateExcel(String fileName, Integer maxTime, Map<String, List<String[]>> sheets) {
HttpServletResponse response = HttpServletUtil.getResponse();
XSSFWorkbook wb = new XSSFWorkbook();
String sheetName = "Sheet1";
try (ServletOutputStream outputStream = response.getOutputStream()) {
fileName = URLEncoder.encode(fileName, CharsetUtil.UTF_8);
response.reset();
response.setHeader("Content-Disposition", "attachment; filename=\"" + fileName + "\"");
response.setContentType("application/octet-stream;charset=UTF-8");
XSSFSheet sheet = wb.createSheet(sheetName);
// 数据行
CellStyle cellStyle = wb.createCellStyle();
cellStyle.setAlignment(HorizontalAlignment.CENTER);
cellStyle.setVerticalAlignment(VerticalAlignment.CENTER);
XSSFFont headerFont = wb.createFont();
headerFont.setFontName("Microsoft YaHei");
headerFont.setBold(true);
headerFont.setFontHeightInPoints((short) 14);
cellStyle.setFont(headerFont);
Row row0 = sheet.createRow(0);
Cell row0Cell0 = row0.createCell(0);
row0Cell0.setCellStyle(cellStyle);
row0Cell0.setCellValue(rows.get(0)[0]);
for (int i = 1; i < maxTime + 1; i++) {
row0.createCell(i);
}
CellRangeAddress mergedRegion = new CellRangeAddress(0, 0, 0, maxTime);
sheet.addMergedRegion(mergedRegion);
sheets.forEach((sheetName, rows) -> {
XSSFSheet sheet = wb.createSheet(sheetName);
CellStyle commoncellStyle = wb.createCellStyle();
commoncellStyle.setAlignment(HorizontalAlignment.CENTER);
commoncellStyle.setVerticalAlignment(VerticalAlignment.CENTER);
// 数据行
CellStyle cellStyle = wb.createCellStyle();
cellStyle.setAlignment(HorizontalAlignment.CENTER);
cellStyle.setVerticalAlignment(VerticalAlignment.CENTER);
XSSFFont headerFont = wb.createFont();
headerFont.setFontName("Microsoft YaHei");
headerFont.setBold(true);
headerFont.setFontHeightInPoints((short) 14);
cellStyle.setFont(headerFont);
Row row0 = sheet.createRow(0);
Cell row0Cell0 = row0.createCell(0);
row0Cell0.setCellStyle(cellStyle);
row0Cell0.setCellValue(rows.get(0)[0]);
for (int i = 1; i < maxTime + 1; i++) {
row0.createCell(i);
}
CellRangeAddress mergedRegion = new CellRangeAddress(0, 0, 0, maxTime);
sheet.addMergedRegion(mergedRegion);
for (int i = 1; i < rows.size(); i++) {
String[] row = rows.get(i);
Row createRow = sheet.createRow(i);
for (int j = 0; j < row.length; j++) {
Cell createCell = createRow.createCell(j);
if (j == 0 || i == 1) {
headerFont.setFontHeightInPoints((short) 11);
createCell.setCellStyle(cellStyle);
} else {
createCell.setCellStyle(commoncellStyle);
}
if ("\\".equals(row[j])) {
CreationHelper helper = wb.getCreationHelper();
XSSFDrawing drawing = sheet.createDrawingPatriarch();
ClientAnchor anchor = helper.createClientAnchor();
// 设置斜线的开始位置
anchor.setCol1(j);
anchor.setRow1(i);
// 设置斜线的结束位置
anchor.setCol2(j + 1);
anchor.setRow2(i + 1);
XSSFSimpleShape shape = drawing.createSimpleShape((XSSFClientAnchor) anchor);
CellStyle commoncellStyle = wb.createCellStyle();
commoncellStyle.setAlignment(HorizontalAlignment.CENTER);
commoncellStyle.setVerticalAlignment(VerticalAlignment.CENTER);
// 设置形状类型为线型
shape.setShapeType(ShapeTypes.LINE);
// 设置线宽
shape.setLineWidth(0.5);
// 设置线的风格
shape.setLineStyle(0);
// 设置线的颜色
shape.setLineStyleColor(0, 0, 0);
} else {
createCell.setCellValue(row[j]);
for (int i = 1; i < rows.size(); i++) {
String[] row = rows.get(i);
Row createRow = sheet.createRow(i);
for (int j = 0; j < row.length; j++) {
Cell createCell = createRow.createCell(j);
if (j == 0 || i == 1) {
headerFont.setFontHeightInPoints((short) 11);
createCell.setCellStyle(cellStyle);
} else {
createCell.setCellStyle(commoncellStyle);
}
if ("\\".equals(row[j])) {
CreationHelper helper = wb.getCreationHelper();
XSSFDrawing drawing = sheet.createDrawingPatriarch();
ClientAnchor anchor = helper.createClientAnchor();
// 设置斜线的开始位置
anchor.setCol1(j);
anchor.setRow1(i);
// 设置斜线的结束位置
anchor.setCol2(j + 1);
anchor.setRow2(i + 1);
XSSFSimpleShape shape = drawing.createSimpleShape((XSSFClientAnchor) anchor);
// 设置形状类型为线型
shape.setShapeType(ShapeTypes.LINE);
// 设置线宽
shape.setLineWidth(0.5);
// 设置线的风格
shape.setLineStyle(0);
// 设置线的颜色
shape.setLineStyleColor(0, 0, 0);
} else {
createCell.setCellValue(row[j]);
}
}
}
}
// 条形图
XSSFDrawing drawing = sheet.createDrawingPatriarch();
// 前四个默认0，[0,5]：从0列5行开始;[6,16]:到6列16行结束
// 默认宽度(14-8)*12
XSSFClientAnchor anchor = drawing.createAnchor(0, 0, 0, 0, 0, 5, maxTime + 1, 25);
// 创建一个chart对象
XSSFChart chart = drawing.createChart(anchor);
// 标题
chart.setTitleText("检测结果分析");
// 标题覆盖
chart.setTitleOverlay(false);
// 图例位置
XDDFChartLegend legend = chart.getOrAddLegend();
legend.setPosition(LegendPosition.TOP);
// 分类轴标(X轴),标题位置
XDDFCategoryAxis bottomAxis = chart.createCategoryAxis(AxisPosition.BOTTOM);
bottomAxis.setTitle("检测次数");
// 值(Y轴)轴,标题位置
XDDFValueAxis leftAxis = chart.createValueAxis(AxisPosition.LEFT);
leftAxis.setTitle("合格率(%)");
// 条形图
XSSFDrawing drawing = sheet.createDrawingPatriarch();
// 前四个默认0，[0,5]：从0列5行开始;[6,16]:到6列16行结束
// 默认宽度(14-8)*12
XSSFClientAnchor anchor = drawing.createAnchor(0, 0, 0, 0, 0, 5, maxTime + 1, 25);
// 创建一个chart对象
XSSFChart chart = drawing.createChart(anchor);
// 标题
chart.setTitleText("检测结果分析");
// 标题覆盖
chart.setTitleOverlay(false);
// 图例位置
XDDFChartLegend legend = chart.getOrAddLegend();
legend.setPosition(LegendPosition.TOP);
// 分类轴标(X轴),标题位置
XDDFCategoryAxis bottomAxis = chart.createCategoryAxis(AxisPosition.BOTTOM);
bottomAxis.setTitle("检测次数");
// 值(Y轴)轴,标题位置
XDDFValueAxis leftAxis = chart.createValueAxis(AxisPosition.LEFT);
leftAxis.setTitle("合格率(%)");
// CellRangeAddress(起始行号，终止行号， 起始列号，终止列号）
// 分类轴标(X轴)数据，单元格范围位置[1, 1]到[1, maxTime]
XDDFDataSource<String> checkTimes = XDDFDataSourcesFactory.fromStringCellRange(sheet, new CellRangeAddress(1, 1, 1, maxTime));
// 数据
String[] rateStrArr = rows.get(rows.size() - 1);
Double[] rateArr = new Double[maxTime];
for (int i = 1; i < rateStrArr.length; i++) {
if("/".equals(rateStrArr[i])){
rateArr[i - 1] = 0.00;
}else{
rateArr[i - 1] = Double.parseDouble(rateStrArr[i].replace("%", ""));
// CellRangeAddress(起始行号，终止行号， 起始列号，终止列号）
// 分类轴标(X轴)数据，单元格范围位置[1, 1]到[1, maxTime]
XDDFDataSource<String> checkTimes = XDDFDataSourcesFactory.fromStringCellRange(sheet, new CellRangeAddress(1, 1, 1, maxTime));
// 数据
String[] rateStrArr = rows.get(rows.size() - 1);
Double[] rateArr = new Double[maxTime];
for (int i = 1; i < rateStrArr.length; i++) {
if ("/".equals(rateStrArr[i])) {
rateArr[i - 1] = 0.00;
} else {
rateArr[i - 1] = Double.parseDouble(rateStrArr[i].replace("%", ""));
}
}
}
XDDFNumericalDataSource<Double> rate = XDDFDataSourcesFactory.fromArray(rateArr);
XDDFNumericalDataSource<Double> rate = XDDFDataSourcesFactory.fromArray(rateArr);
// bar：条形图，
XDDFBarChartData bar = (XDDFBarChartData) chart.createData(ChartTypes.BAR, bottomAxis, leftAxis);
// bar：条形图，
XDDFBarChartData bar = (XDDFBarChartData) chart.createData(ChartTypes.BAR, bottomAxis, leftAxis);
leftAxis.setCrossBetween(AxisCrossBetween.BETWEEN);
// 设置为可变颜色
bar.setVaryColors(true);// 这里可变颜色要设置成true，如果需要设置成自己想要的颜色，则置为false，然后在下面设置颜色
// 条形图方向，纵向/横向：纵向
bar.setBarDirection(BarDirection.COL);
leftAxis.setCrossBetween(AxisCrossBetween.BETWEEN);
// 设置为可变颜色
bar.setVaryColors(true);// 这里可变颜色要设置成true，如果需要设置成自己想要的颜色，则置为false，然后在下面设置颜色
// 条形图方向，纵向/横向：纵向
bar.setBarDirection(BarDirection.COL);
// 图表加载数据，条形图1
bar.addSeries(checkTimes, rate);
// 图表加载数据，条形图1
bar.addSeries(checkTimes, rate);
CTPlotArea plotArea = chart.getCTChart().getPlotArea();
CTPlotArea plotArea = chart.getCTChart().getPlotArea();
CTBarSer serArray = plotArea.getBarChartArray(0).getSerArray(0);
serArray.addNewDLbls();
serArray.getDLbls().addNewShowVal().setVal(true);
serArray.getDLbls().addNewShowLegendKey().setVal(false);
serArray.getDLbls().addNewShowCatName().setVal(false);
serArray.getDLbls().addNewShowSerName().setVal(false);
CTBarSer serArray = plotArea.getBarChartArray(0).getSerArray(0);
serArray.addNewDLbls();
serArray.getDLbls().addNewShowVal().setVal(true);
serArray.getDLbls().addNewShowLegendKey().setVal(false);
serArray.getDLbls().addNewShowCatName().setVal(false);
serArray.getDLbls().addNewShowSerName().setVal(false);
// 打印图表的xml
//System.out.println(chart.getCTChart());
// 打印图表的xml
//System.out.println(chart.getCTChart());
// 绘制
chart.plot(bar);
});
// 绘制
chart.plot(bar);
wb.write(outputStream);
wb.close();
} catch (IOException e) {