From 3417cf014a65765e02696c1d121ce58b2b4a8aed Mon Sep 17 00:00:00 2001
From: 13693261870 <252740454@qq.com>
Date: 星期二, 08 四月 2025 15:55:36 +0800
Subject: [PATCH] 修改pom.xml

---
 src/main/java/com/se/simu/service/ResultService.java |  615 ++++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 files changed, 594 insertions(+), 21 deletions(-)

diff --git a/src/main/java/com/se/simu/service/ResultService.java b/src/main/java/com/se/simu/service/ResultService.java
index f270cac..a63cfc6 100644
--- a/src/main/java/com/se/simu/service/ResultService.java
+++ b/src/main/java/com/se/simu/service/ResultService.java
@@ -1,18 +1,37 @@
 package com.se.simu.service;
 
+import cn.hutool.core.io.FileUtil;
+import com.alibaba.fastjson.JSON;
 import com.se.simu.config.PropertiesConfig;
-import com.se.simu.domain.dto.ResultDto;
+import com.se.simu.domain.dto.*;
+import com.se.simu.domain.po.DataPo;
+import com.se.simu.domain.po.PondingPo;
+import com.se.simu.domain.vo.BuildingDepthVo;
+import com.se.simu.helper.ComHelper;
+import com.se.simu.helper.GdalHelper;
+import com.se.simu.helper.ShpHelper;
 import lombok.extern.slf4j.Slf4j;
+import org.gdal.gdal.Band;
+import org.gdal.gdal.Dataset;
+import org.gdal.gdal.WarpOptions;
+import org.gdal.gdal.gdal;
+import org.gdal.gdalconst.gdalconst;
+import org.gdal.ogr.*;
 import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
 
 import javax.annotation.Resource;
+import java.awt.*;
+import java.awt.image.BufferedImage;
+import java.io.*;
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.*;
+import java.util.List;
+import java.util.concurrent.CopyOnWriteArrayList;
 
-/**
- * 澶勭悊缁撴灉鏈嶅姟绫�
- *
- * @author WWW
- * @date   2024-09-29
- */
 @Slf4j
 @Service
 @SuppressWarnings("ALL")
@@ -20,24 +39,578 @@
     @Resource
     PropertiesConfig config;
 
-    public final static double MAX_X_OFFSET = 0.002;
+    public final static double MAX_X_OFFSET = 0;
 
+    private final static SimpleDateFormat SDF = new SimpleDateFormat("yyyy-MM-dd HH:mm");
 
-    public void process(ResultDto dto) {
-        //
+    public void process(DataPo data) throws Exception {
+        String basePath = config.getInPath() + File.separator + data.getInPath() + File.separator;
+        ResultDto dto = new ResultDto(
+                data.getInPath(),
+                basePath + config.getTerrainFile(),
+                basePath + config.getBuildingFile(),
+                basePath + config.getWaterPath(),
+                basePath + config.getFlowPath(),
+                config.getInPath(),
+                config.getOutPath(),
+                data.getEpsg());
+        LayerDto layer = new LayerDto(config.getVer(), data.getEpsg(), config.getSizes());
+        process(dto, layer);
     }
 
-    public String test() {
-        ResultDto dto = new ResultDto(
-                "202409",
-                "D:\\simu\\input\\tongzhou-local-mesh2-terrain.tif",
-                "D:\\simu\\input\\tongzhou-local-mesh2-buildings.tif",
-                "D:\\simu\\input\\waters",
-                "D:\\simu\\input\\flows",
-                "D:\\simu\\out",
-                "");
-        process(dto);
+    private void process(ResultDto dto, LayerDto layer) throws Exception {
+        try {
+            copeTerrain(dto, layer);
+            copeBuilding(dto, layer);
+            List<BuildingDepthVo> buildings = copeWater(dto, layer);
+            copeFlow(dto, layer);
+            copeLayerJson(dto, layer);
+            copeRainFallJson(dto, layer);
+            copeBuildingDepthJson(dto, buildings);
+        } finally {
+            File dir = new File(dto.getTemp());
+            if (dir.exists()) {
+                FileUtil.del(dir);
+            }
+        }
+    }
 
-        return "OK";
+    private void copeTerrain(ResultDto dto, LayerDto layer) {
+        Dataset ds = null;
+        try {
+            ds = gdal.Open(dto.getTerrainFile(), gdalconst.GA_ReadOnly);
+            if (null == ds || 0 == ds.getRasterCount()) return;
+
+            setTerrainInfo(ds, layer);
+            createTerrainPng(dto, ds, layer);
+            setWaterInfo(dto, layer);
+        } finally {
+            if (null != ds) ds.delete();
+        }
+    }
+
+    private void setTerrainInfo(Dataset ds, LayerDto layer) {
+        Geometry minPoint = GdalHelper.getMinPoint(ds);
+        Geometry maxPoint = GdalHelper.getMaxPoint(ds);
+        double minx = ComHelper.getMinVal(minPoint.GetX(0), 10000000);
+        double miny = ComHelper.getMinVal(minPoint.GetY(0), 10000000);
+        double maxx = ComHelper.getMaxVal(maxPoint.GetX(0) + MAX_X_OFFSET, 10000000);
+        double maxy = ComHelper.getMaxVal(maxPoint.GetY(0), 10000000);
+        //layer.setExtension(new ExtensionDto(minx, miny, maxx, maxy, Double.MAX_VALUE, Double.MIN_VALUE));
+
+        Band band = ds.GetRasterBand(1);
+        double[] mm = new double[2];
+        band.ComputeRasterMinMax(mm, 0);
+        //layer.getTerrain().setHeight(getMinVal(mm[0], 1000), getMaxVal(mm[1], 1000));
+        layer.setExtension(new ExtensionDto(minx, miny, maxx, maxy, mm[0], mm[1]));
+    }
+
+    private void createTerrainPng(ResultDto dto, Dataset ds, LayerDto layer) {
+        String terrainPath = dto.getOutPath() + File.separator + "terrain";
+        File f = new File(terrainPath);
+        if (!f.exists() || !f.isDirectory()) f.mkdirs();
+
+        for (int[] sizes : layer.getTerrain().getSize()) {
+            String tif = dto.getTemp() + File.separator + "terrain_" + sizes[0] + "_" + sizes[1] + ".tif";
+            ComHelper.Resample(ds, tif, sizes[0], sizes[1], layer);
+            if (!new File(tif).exists()) continue;
+
+            String png = terrainPath + File.separator + sizes[0] + "_" + sizes[1] + ".png";
+            Terrain2Png(layer, tif, png, sizes[0], sizes[1]);
+        }
+    }
+
+    private void Terrain2Png(LayerDto layer, String tif, String png, int width, int height) {
+        Dataset ds = null;
+        try {
+            ds = gdal.Open(tif, gdalconst.GA_ReadOnly);
+            if (null == ds || 0 == ds.getRasterCount()) return;
+
+            Band band = ds.GetRasterBand(1);
+            float[] buffer = new float[width * height];
+            //band.ReadRaster(0, 0, width, height, buffer, width, height, 0, 0);
+            band.ReadRaster(0, 0, width, height, buffer);
+            layer.getTerrain().getVals().put(width + "_" + height, buffer);
+
+            BufferedImage image = new BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB);
+            double differ = layer.getExtension().getMaxHeight() - layer.getExtension().getMinHeight(), minHeight = layer.getExtension().getMinHeight();
+            for (int x = 0; x < width; x++) {
+                for (int y = 0; y < height; y++) {
+                    int offset = x + y * width;
+                    if (Float.isNaN(buffer[offset]) || buffer[offset] < -999 || buffer[offset] < minHeight) continue;
+
+                    int r = 0, g, b;
+                    if (buffer[offset] - layer.getExtension().getMaxHeight() > 0) {
+                        g = b = 255;
+                    } else {
+                        int val = (int) ((buffer[offset] - minHeight) / differ * 65535);
+                        g = val / 256;
+                        b = val % 256;
+                    }
+
+                    Color color = new Color(r, g, b, 127);
+                    //graphic.drawImage(image, x, y, 1, 1, color, null);
+                    image.setRGB(x, y, color.getRGB());
+                }
+            }
+            ComHelper.savePng(image, png);
+        } finally {
+            if (null != ds) ds.delete();
+        }
+    }
+
+    private void copeBuilding(ResultDto dto, LayerDto layer) {
+        Driver driver = null;
+        DataSource dataSource = null;
+        Layer shpLayer = null;
+        try {
+            driver = ogr.GetDriverByName("ESRI shapefile");
+            if (null == driver) return;
+
+            dataSource = driver.Open(dto.getBuildingFile());
+            if (null == dataSource) return;
+
+            shpLayer = dataSource.GetLayer(0);
+            if (shpLayer.GetFeatureCount() < 1) return;
+
+            do {
+                Feature f = shpLayer.GetNextFeature();
+                if (null == f) break;
+
+                String id = f.GetFieldAsString(config.getBuildingKey());
+                BuildingDto building = new BuildingDto(id, f.GetGeometryRef());
+                dto.getBuildingList().add(building);
+            } while (true);
+        } finally {
+            if (null != shpLayer) shpLayer.delete();
+            if (null != dataSource) dataSource.delete();
+            if (null != driver) driver.delete();
+        }
+    }
+
+    private void setWaterInfo(ResultDto dto, LayerDto layer) {
+        List<String> files = getFiles(dto.getWaterPath(), ".tif");
+        layer.getWaters().setFiles(files);
+        if (null == files || files.size() == 0) return;
+
+        setWaterData(layer, files);
+        setWaterHeight(layer, files);
+    }
+
+    private List<BuildingDepthVo> copeWater(ResultDto dto, LayerDto layer) {
+        List<String> files = layer.getWaters().getFiles();
+        if (files.size() == 0 || files.size() != layer.getWaters().getData().size()) return null;
+
+        processWaters(dto, files, layer);
+
+        return processBuilding(dto, files, layer);
+    }
+
+    private List<String> getFiles(String path, String suffix) {
+        List<String> files = new ArrayList<>();
+        ComHelper.getFiles(files, new File(path), suffix);
+        files.sort((a, b) -> a.compareToIgnoreCase(b));
+
+        return files;
+    }
+
+    private void setWaterData(LayerDto layer, List<String> files) {
+        Calendar calendar = Calendar.getInstance();
+        calendar.setTime(new Date());
+        calendar.set(Calendar.MILLISECOND, 0);
+
+        for (String file : files) {
+            String fileName = ComHelper.getNameWithExt(file);
+            int year = Integer.parseInt(fileName.substring(0, 4));
+            int month = Integer.parseInt(fileName.substring(4, 6));
+            int day = Integer.parseInt(fileName.substring(6, 8));
+            int hour = Integer.parseInt(fileName.substring(8, 10));
+            int minute = Integer.parseInt(fileName.substring(10, 12));
+            int second = Integer.parseInt(fileName.substring(12, 14));
+
+            calendar.set(Calendar.YEAR, year);
+            calendar.set(Calendar.MONTH, month);
+            calendar.set(Calendar.DAY_OF_MONTH, day);
+            calendar.set(Calendar.HOUR_OF_DAY, hour);
+            calendar.set(Calendar.MINUTE, minute);
+            calendar.set(Calendar.SECOND, second);
+
+            layer.getWaters().getData().add(calendar.getTime().getTime());
+        }
+        layer.getDuration().setStart(layer.getWaters().getData().get(0));
+        layer.getDuration().setEnd(layer.getWaters().getData().get(layer.getWaters().getData().size() - 1));
+    }
+
+    private void setWaterHeight(LayerDto layer, List<String> files) {
+        files.parallelStream().forEach(file -> {
+            Dataset ds = null;
+            try {
+                ds = gdal.Open(file, gdalconst.GA_ReadOnly);
+                if (null == ds || 0 == ds.getRasterCount()) return;
+
+                double[] mm = new double[2];
+                ds.GetRasterBand(1).ComputeRasterMinMax(mm, 0);
+                //layer.getExtension().setHeight(mm[0], mm[1]);
+                layer.getWaters().setHeight(mm[0], mm[1]);
+            } finally {
+                if (null != ds) ds.delete();
+            }
+        });
+        //layer.getExtension().setMinHeight(getMinVal(layer.getExtension().getMinHeight() - 1, 1000));
+        //layer.getExtension().setMaxHeight(getMaxVal(layer.getExtension().getMaxHeight() + 1, 1000));
+        //layer.getWaters().setMinHeight(getMinVal(layer.getWaters().getMinHeight() - 1, 1000));
+        //layer.getWaters().setMaxHeight(getMaxVal(layer.getWaters().getMaxHeight() + 1, 1000));
+        layer.getExtension().setMaxHeight(layer.getExtension().getMaxHeight() + layer.getWaters().getMaxHeight());
+        layer.getExtension().setMaxHeight(ComHelper.getMaxVal(layer.getExtension().getMaxHeight(), 1000000));
+        layer.getExtension().setMinHeight(ComHelper.getMaxVal(layer.getExtension().getMinHeight(), 1000000));
+        layer.getExtension().setDiffer();
+    }
+
+    private void processWaters(ResultDto dto, List<String> files, LayerDto layer) {
+        for (int i = 0, c = files.size(); i < c; i++) {
+            Dataset ds = null;
+            try {
+                ds = gdal.Open(files.get(i), gdalconst.GA_ReadOnly);
+                if (null == ds || 0 == ds.getRasterCount()) return;
+                if (null == ds.GetSpatialRef()) ds.SetSpatialRef(dto.getSpatialReference());
+
+                createWaterPng(dto, ds, layer, layer.getWaters().getData().get(i));
+                if (config.getCopyTif()) copyWaterTif(dto, ds, layer.getWaters().getData().get(i));
+                createVectors(dto, ds, layer, layer.getWaters().getData().get(i));
+            } finally {
+                if (null != ds) ds.delete();
+            }
+        }
+    }
+
+    private void createWaterPng(ResultDto dto, Dataset ds, LayerDto layer, long ticks) {
+        String waterPath = dto.getOutPath() + File.separator + "waters" + File.separator + ticks;
+        File dir = new File(waterPath);
+        if (!dir.exists() || !dir.isDirectory()) dir.mkdirs();
+
+        for (int[] sizes : layer.getTerrain().getSize()) {
+            String fileName = ComHelper.getNameWithExt(ds.GetDescription()) + "_" + sizes[0] + "_" + sizes[1];
+            String tif = dto.getTemp() + File.separator + fileName + ".tif";
+            ComHelper.Resample(ds, tif, sizes[0], sizes[1], layer);
+            if (!new File(tif).exists()) continue;
+
+            String png = waterPath + File.separator + sizes[0] + "_" + sizes[1] + ".png";
+            water2Png(dto, layer, tif, png, sizes[0], sizes[1]);
+        }
+    }
+
+    private void water2Png(ResultDto dto, LayerDto layer, String tif, String png, int width, int height) {
+        Dataset ds = null;
+        try {
+            ds = gdal.Open(tif, gdalconst.GA_ReadOnly);
+            if (null == ds || 0 == ds.getRasterCount()) return;
+
+            Band band = ds.GetRasterBand(1);
+            float[] buffer = new float[width * height];
+            band.ReadRaster(0, 0, width, height, buffer);
+            double[] transform = ds.GetGeoTransform();
+
+            BufferedImage image = new BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB);
+            //double differ = layer.getWaters().getMaxHeight() - layer.getWaters().getMinHeight(), minHeight = layer.getWaters().getMinHeight();
+            double differ = layer.getExtension().getDiffer(), maxHeight = layer.getExtension().getMaxHeight(), minHeight = layer.getExtension().getMinHeight();
+            float[] ts = layer.getTerrain().getVals().get(width + "_" + height);
+            for (int x = 0; x < width; x++) {
+                for (int y = 0; y < height; y++) {
+                    int offset = x + y * width;
+                    //if (Float.isNaN(buffer[offset]) || buffer[offset] < -999 || buffer[offset] < minHeight) continue;
+                    if (Float.isNaN(buffer[offset]) || buffer[offset] <= 0 || Float.isNaN(ts[offset])) continue;
+
+                    //double X = transform[0] + x * transform[1] + y * transform[2];
+                    //double Y = transform[3] + x * transform[4] + y * transform[5];
+                    //BuildingDto building = intersects(dto, X, Y);
+                    //if (null != building) continue;
+
+                    int r = 0, g, b;
+                    if (buffer[offset] + ts[offset] > maxHeight) {
+                        g = b = 255;
+                    } else {
+                        int val = (int) ((buffer[offset] + ts[offset] - minHeight) / differ * 65535);
+                        g = val / 256;
+                        b = val % 256;
+                    }
+
+                    Color color = new Color(r, g, b, 127);
+                    image.setRGB(x, y, color.getRGB());
+                }
+            }
+            ComHelper.savePng(image, png);
+        } finally {
+            if (null != ds) ds.delete();
+        }
+    }
+
+    private List<BuildingDepthVo> processBuilding(ResultDto dto, List<String> files, LayerDto layer) {
+        List<BuildingDepthVo> list = new CopyOnWriteArrayList<>();
+        for (int i = 0, c = files.size(); i < c; i++) {
+            Dataset ds = null;
+            try {
+                ds = gdal.Open(files.get(i), gdalconst.GA_ReadOnly);
+                if (null == ds || 0 == ds.getRasterCount()) continue;
+                if (null == ds.GetSpatialRef()) ds.SetSpatialRef(dto.getSpatialReference());
+
+                copeBuildingDepth(dto, ds, layer.getWaters().getData().get(i), list);
+            } finally {
+                if (null != ds) ds.delete();
+            }
+        }
+
+        return list;
+    }
+
+    private void copeBuildingDepth(ResultDto dto, Dataset ds, long ticks, List<BuildingDepthVo> list) {
+        double[] transform = ds.GetGeoTransform();
+        int xSize = ds.getRasterXSize(), ySize = ds.getRasterYSize();
+        double minX = transform[0], pixelWidth = transform[1], maxY = transform[3], pixelHeight = Math.abs(transform[5]);
+
+        for (BuildingDto building : dto.getBuildingList()) {
+            Double val = getValue(ds, building, xSize, ySize, minX, maxY, pixelWidth, pixelHeight);
+            list.add(new BuildingDepthVo(building.getId(), ticks, val));
+        }
+    }
+
+    private Double getValue(Dataset ds, BuildingDto building, int xSize, int ySize, double minX, double maxY, double pixelWidth, double pixelHeight) {
+        double[] env = new double[4];
+        building.getGeom().GetEnvelope(env);
+
+        int startX = (int) Math.floor((env[0] - minX) / pixelWidth);
+        int endX = (int) Math.floor((env[1] - minX) / pixelWidth);
+        int startY = (int) Math.floor((maxY - env[3]) / Math.abs(pixelHeight));
+        int endY = (int) Math.floor((maxY - env[2]) / Math.abs(pixelHeight));
+        if (startX < 0) startX = 0;
+        if (startY < 0) startY = 0;
+        if (endX > ds.getRasterXSize()) endX = ds.getRasterXSize();
+        if (endY > ds.getRasterYSize()) endY = ds.getRasterYSize();
+        if (endX - startX < 1 || endY - startY < 1) return null;
+
+        int width = endX - startX;
+        int height = endY - startY;
+        double[] pixelValues = new double[width * height];
+        ds.GetRasterBand(1).ReadRaster(startX, startY, width, height, pixelValues);
+
+        Double val = Arrays.stream(pixelValues).max().getAsDouble();
+
+        return ComHelper.isValid(val) ? val : null;
+    }
+
+    private void copyWaterTif(ResultDto dto, Dataset ds, long ticks) {
+        String source = ds.GetDescription();
+        String target = dto.getOutPath() + File.separator + "waters" + File.separator + ticks + File.separator + "water.tif";
+        FileUtil.copyFile(source, target);
+    }
+
+    private void createVectors(ResultDto dto, Dataset ds, LayerDto layer, Long ticks) {
+        String filePath = dto.getOutPath() + File.separator + "waters" + File.separator + ticks + File.separator + "polygonize.geojson";
+        ShpHelper.polygonize2Geojson(ds, filePath);
+
+        List<Geometry> geometries = getGeometries(filePath);
+        if (CollectionUtils.isEmpty(geometries)) return;
+
+        List<PondingPo> list = copePonding(dto, ds, layer, geometries);
+        if (CollectionUtils.isEmpty(list)) return;
+
+        try {
+            filePath = dto.getOutPath() + File.separator + "waters" + File.separator + ticks + File.separator + "water.json";
+            ComHelper.writeJson(filePath, JSON.toJSONString(list));
+        } catch (Exception ex) {
+            log.error(ex.getMessage(), ex);
+        }
+    }
+
+    private List<Geometry> getGeometries(String filePath) {
+        if (!FileUtil.exist(filePath)) return null;
+
+        Driver driver = null;
+        DataSource dataSource = null;
+        org.gdal.ogr.Layer layer = null;
+        try {
+            driver = ogr.GetDriverByName("GeoJSON");
+            if (null == driver) return null;
+
+            DataSource ds = driver.Open(filePath);
+            if (null == ds) return null;
+
+            layer = ds.GetLayer(0);
+            List<Geometry> list = new ArrayList<>();
+            for (long i = 0, d = layer.GetFeatureCount(); i < d; i++) {
+                Feature f = layer.GetFeature(i);
+                if (f.GetFieldAsDouble("val") < -999) continue;
+
+                list.add(f.GetGeometryRef());
+            }
+
+            return list;
+        } catch (Exception ex) {
+            log.error(ex.getMessage(), ex);
+            return null;
+        } finally {
+            GdalHelper.delete(layer, dataSource, driver);
+        }
+    }
+
+    private List<PondingPo> copePonding(ResultDto dto, Dataset ds, LayerDto layer, List<Geometry> geometries) {
+        double[] transform = ds.GetGeoTransform();
+        int xSize = ds.getRasterXSize(), ySize = ds.getRasterYSize();
+
+        List<PondingPo> list = new ArrayList<>();
+        for (Geometry geometry : geometries) {
+            //List<PointDto> points = getValues(ds, geometry, transform, xSize, ySize);
+            //if (CollectionUtils.isEmpty(points)) continue;
+
+            //PointDto point = Collections.max(points);
+            PointDto point = getValues(ds, geometry, transform, xSize, ySize);
+            if (null == point) continue;
+
+            list.add(new PondingPo(geometry, point));
+        }
+
+        return list;
+    }
+
+    private PointDto getValues(Dataset ds, Geometry g, double[] transform, int xSize, int ySize) {
+        double[] env = new double[4];
+        g.GetEnvelope(env);
+
+        int startX = (int) Math.floor((env[0] - transform[0]) / transform[1]);
+        int endX = (int) Math.floor((env[1] - transform[0]) / transform[1]);
+        int startY = (int) Math.floor((transform[3] - env[3]) / Math.abs(transform[5]));
+        int endY = (int) Math.floor((transform[3] - env[2]) / Math.abs(transform[5]));
+        if (startX < 0) startX = 0;
+        if (startY < 0) startY = 0;
+        if (endX > ds.getRasterXSize()) endX = ds.getRasterXSize();
+        if (endY > ds.getRasterYSize()) endY = ds.getRasterYSize();
+        if (endX - startX < 1 || endY - startY < 1) return null;
+
+        int width = endX - startX;
+        int height = endY - startY;
+        double[] pixelValues = new double[width * height];
+        ds.GetRasterBand(1).ReadRaster(startX, startY, width, height, pixelValues);
+
+        Double val = Arrays.stream(pixelValues).max().getAsDouble();
+
+        return new PointDto(g.Centroid().GetX(), g.Centroid().GetY(), ComHelper.isValid(val) ? val : 0.0);
+    }
+
+    private void copeFlow(ResultDto dto, LayerDto layer) {
+        List<String> files = getFiles(dto.getFlowPath(), ".tif");
+        if (null == files || files.size() != layer.getWaters().getData().size()) return;
+
+        for (int i = 0, c = files.size(); i < c; i++) {
+            Dataset ds = null;
+            try {
+                ds = gdal.Open(files.get(i), gdalconst.GA_ReadOnly);
+                if (null == ds || 0 == ds.getRasterCount()) return;
+                if (null == ds.GetSpatialRef()) ds.SetSpatialRef(dto.getSpatialReference());
+
+                createFlowPng(dto, ds, layer, layer.getWaters().getData().get(i));
+            } finally {
+                if (null != ds) ds.delete();
+            }
+        }
+    }
+
+    private void createFlowPng(ResultDto dto, Dataset ds, LayerDto layer, long ticks) {
+        String flowPath = dto.getOutPath() + File.separator + "flows" + File.separator + ticks;
+        File dir = new File(flowPath);
+        if (!dir.exists() || !dir.isDirectory()) dir.mkdirs();
+
+        for (int[] sizes : layer.getTerrain().getSize()) {
+            String name = ComHelper.getNameWithExt(ds.GetDescription()) + "_" + sizes[0] + "_" + sizes[1];
+            String tif = dto.getTemp() + File.separator + name + ".tif";
+            ComHelper.Resample(ds, tif, sizes[0], sizes[1], layer);
+            if (!new File(tif).exists()) continue;
+
+            String png = flowPath + File.separator + sizes[0] + "_" + sizes[1] + ".png";
+            vxyTif2Png(layer, tif, png, sizes[0], sizes[1]);
+        }
+    }
+
+    private void vxyTif2Png(LayerDto layer, String tif, String png, int width, int height) {
+        Dataset ds = null;
+        try {
+            ds = gdal.Open(tif, gdalconst.GA_ReadOnly);
+            if (null == ds || 0 == ds.getRasterCount()) return;
+
+            float[] vxBuffer = new float[width * height], vyBuffer = new float[width * height];
+            ds.GetRasterBand(1).ReadRaster(0, 0, width, height, vxBuffer);
+            ds.GetRasterBand(2).ReadRaster(0, 0, width, height, vyBuffer);
+
+            createFlowPng(vxBuffer, vyBuffer, png, width, height);
+        } finally {
+            if (null != ds) ds.delete();
+        }
+    }
+
+    private void createFlowPng(float[] vxBuffer, float[] vyBuffer, String png, int width, int height) {
+        BufferedImage image = new BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB);
+        for (int x = 0; x < width; x++) {
+            for (int y = 0; y < height; y++) {
+                int offset = x + y * width;
+                float fx = ComHelper.getFloatValue(vxBuffer[offset]);
+                float fy = ComHelper.getFloatValue(vyBuffer[offset]);
+                if (Float.isNaN(fx) && Float.isNaN(fy) || (fx == 0 && fy == 0)) continue;
+
+                fx = Float.isNaN(fx) ? 0 : fx;
+                fy = Float.isNaN(fy) ? 0 : fy;
+                double dr = Math.sqrt(Math.pow(fx, 2) + Math.pow(fy, 2));
+
+                int r = (int) (dr / 4 * 255);
+                int g = (int) ((fx / dr * 0.5 + 0.5) * 255);
+                int b = (int) ((fy / dr * 0.5 + 0.5) * 255);
+
+                Color color = new Color(ComHelper.getSafeValue(r), ComHelper.getSafeValue(g), ComHelper.getSafeValue(b), 127);
+                image.setRGB(x, y, color.getRGB());
+            }
+        }
+        ComHelper.savePng(image, png);
+    }
+
+    private void copeLayerJson(ResultDto dto, LayerDto layer) throws IOException {
+        layer.getWaters().setFiles(null);
+        layer.getTerrain().setEpsg(null);
+        layer.getExtension().setDiffer(null);
+
+        String json = JSON.toJSONString(layer);
+        // String json = JSONUtil.toJsonPrettyStr(layer);
+        String filePath = dto.getOutPath() + File.separator + "layer.json";
+
+        ComHelper.writeJson(filePath, json);
+    }
+
+    public void copeRainFallJson(ResultDto dto, LayerDto layer) throws IOException, ParseException {
+        String rainGageFilePath = config.getInPath() + File.separator + dto.getServiceName() + File.separator + "RainGage.dat";
+        String filePath = dto.getOutPath() + File.separator + "rainfall.json";
+
+        Map<String, Double> map = new LinkedHashMap<>();
+        FileReader fr = new FileReader(rainGageFilePath);
+        BufferedReader br = new BufferedReader(fr);
+
+        String line = br.readLine();
+        while ((line = br.readLine()) != null) {
+            String[] rainFall = line.split(" ");
+            if (rainFall.length < 7) continue;
+
+            String sdt = rainFall[1] + "-" + rainFall[2] + "-" + rainFall[3] + " " + rainFall[4] + ":" + rainFall[5];
+            BigDecimal num = new BigDecimal(rainFall[6]);
+            map.put("" + SDF.parse(sdt).getTime(), num.setScale(2, RoundingMode.HALF_UP).doubleValue());
+        }
+        br.close();
+        fr.close();
+
+        String json = JSON.toJSONString(map);
+        ComHelper.writeJson(filePath, json);
+    }
+
+    private void copeBuildingDepthJson(ResultDto dto, List<BuildingDepthVo> list) throws IOException {
+        if (CollectionUtils.isEmpty(list)) return;
+
+        String json = JSON.toJSONString(list);
+        String filePath = dto.getOutPath() + File.separator + "building.json";
+
+        ComHelper.writeJson(filePath, json);
     }
 }

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