From ebd2f4397a92c6a5096de1b86d59154363344720 Mon Sep 17 00:00:00 2001
From: vincentlu <t1341870251@gmail.com>
Date: 星期二, 13 五月 2025 08:48:15 +0800
Subject: [PATCH] #

---
 zy-acs-manager/src/main/java/com/zy/acs/manager/core/service/MapService.java |  492 ++++++++++++++++++++++++++++++++----------------------
 1 files changed, 294 insertions(+), 198 deletions(-)

diff --git a/zy-acs-manager/src/main/java/com/zy/acs/manager/core/service/MapService.java b/zy-acs-manager/src/main/java/com/zy/acs/manager/core/service/MapService.java
index c7c9dd0..5f4df21 100644
--- a/zy-acs-manager/src/main/java/com/zy/acs/manager/core/service/MapService.java
+++ b/zy-acs-manager/src/main/java/com/zy/acs/manager/core/service/MapService.java
@@ -1,26 +1,32 @@
 package com.zy.acs.manager.core.service;
 
-import com.alibaba.fastjson.JSONObject;
 import com.zy.acs.common.enums.AgvDirectionType;
 import com.zy.acs.framework.common.Cools;
-import com.zy.acs.manager.common.utils.MapDataUtils;
 import com.zy.acs.manager.core.constant.MapDataConstant;
+import com.zy.acs.manager.core.domain.SortCodeDto;
+import com.zy.acs.manager.core.domain.UnlockPathTask;
 import com.zy.acs.manager.core.service.astart.*;
+import com.zy.acs.manager.core.service.astart.domain.AStarNavigateNode;
 import com.zy.acs.manager.core.service.astart.domain.DynamicNode;
 import com.zy.acs.manager.core.service.floyd.FloydNavigateService;
 import com.zy.acs.manager.manager.entity.Code;
 import com.zy.acs.manager.manager.entity.Loc;
 import com.zy.acs.manager.manager.entity.Segment;
+import com.zy.acs.manager.manager.entity.Sta;
 import com.zy.acs.manager.manager.service.ActionService;
 import com.zy.acs.manager.manager.service.CodeService;
 import com.zy.acs.manager.system.service.ConfigService;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang.time.StopWatch;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 
 import java.util.*;
+import java.util.concurrent.ConcurrentLinkedQueue;
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.TimeUnit;
 import java.util.stream.Collectors;
+import java.util.stream.IntStream;
 
 /**
  * Created by vincent on 2023/6/14
@@ -29,6 +35,10 @@
 @Component("mapService")
 public class MapService {
 
+    private final static int[][] DIRECTIONS = {{0,1},{0,-1},{-1,0},{1,0}};
+
+    @Value("${floyd.enable}")
+    private Boolean floydEnable;
     @Autowired
     private CodeService codeService;
     @Autowired
@@ -41,6 +51,8 @@
     private ConfigService configService;
     @Autowired
     private ActionService actionService;
+    @Autowired
+    private LinkedBlockingQueue<UnlockPathTask> unlockTaskQueue;
 
     /**
      * 瀵诲潃 ===>> A Star
@@ -51,34 +63,26 @@
         int[] startMapIdx = mapDataDispatcher.getCodeMatrixIdx(null, startCode.getData());
         int[] endMapIdx = mapDataDispatcher.getCodeMatrixIdx(null, endCode.getData());
 
-        NavigateNode startNode = new NavigateNode(startMapIdx[0], startMapIdx[1], startCode.getData());
-        NavigateNode endNode = new NavigateNode(endMapIdx[0], endMapIdx[1], endCode.getData());
+        AStarNavigateNode startNode = new AStarNavigateNode(startMapIdx[0], startMapIdx[1], startCode.getData());
+        AStarNavigateNode endNode = new AStarNavigateNode(endMapIdx[0], endMapIdx[1], endCode.getData());
 
-        NavigateNode finishNode = aStarNavigateService.execute(agvNo, startNode, endNode, lock, blackList, segment);
-
+//        long startTime = System.currentTimeMillis();
+        AStarNavigateNode finishNode = aStarNavigateService.execute(agvNo, startNode, endNode, lock, blackList, segment);
+//        System.out.println("A Star Spend time :" + (System.currentTimeMillis() - startTime));
         if (null == finishNode) {
-            log.warn("{} 鍙稟GV妫�绱{}] ===>> [{}]璺緞澶辫触......", agvNo, startCode.getData(), endCode.getData());
             return new ArrayList<>();
         }
 
-        ArrayList<NavigateNode> navigateNodes = new ArrayList<>();
+        ArrayList<AStarNavigateNode> navigateNodes = new ArrayList<>();
 
-        // 娓叉煋
-        NavigateNode parentNode = null; //  褰撳墠寰幆涓婁竴鑺傜偣锛岀敤浜庢嫄鐐硅绠�
         while (finishNode != null) {
             navigateNodes.add(finishNode);
-
-            parentNode = finishNode;
             finishNode = finishNode.getParent();
         }
 
         Collections.reverse(navigateNodes);
 
-//        for (NavigateNode navigateNode : navigateNodes) {
-//            navigateNode.setParent(null);
-//        }
-
-        List<String> navigatePath = navigateNodes.stream().map(NavigateNode::getCodeData).collect(Collectors.toList());
+        List<String> navigatePath = navigateNodes.stream().map(AStarNavigateNode::getCodeData).collect(Collectors.toList());
 
         // max count of steps
         if (navigatePath.size() > MapDataConstant.MAX_STEPS_SINGLE) {
@@ -92,6 +96,9 @@
      * 瀵诲潃 ===>> Floyd
      */
     public synchronized List<String> validFeasibility(Code startCode, Code endCode) {
+        if (!floydEnable) {
+            return Arrays.asList("00000001", "00000002", "00000003", "00000004", "00000005", "00000006");
+        }
 
         int startIdx = floydNavigateService.codeIdx(startCode.getId());
         int endIdx = floydNavigateService.codeIdx(endCode.getId());
@@ -112,14 +119,26 @@
 
         return floydNavigateService.calculatePath(startIdx, endIdx).stream().map(path -> {
             Long codeId = floydNavigateService.getCodeId(path);
-            Code code = codeService.getById(codeId);
+            Code code = codeService.getCacheById(codeId);
             return code.getData();
         }).collect(Collectors.toList());
     }
 
+    public static Double mapToNearest(Double angle) {
+        if (null == angle) {
+            return null;
+        }
+        angle = (angle + 360) % 360;
+        double remainder = angle % 45;
+        if (remainder < 22.5) {
+            return angle - remainder;
+        } else {
+            return angle + (45 - remainder);
+        }
+    }
 
     // 瑙掑害璁$畻
-    public Double calculateDirection(Code startCode, Code endCode) {
+    public Double calculateDirection(Code startCode, Code endCode, int angleOffsetVal) {
         Double x0 = startCode.getX();
         Double y0 = startCode.getY();
 
@@ -128,8 +147,7 @@
 
         double deltaX = x1 - x0;
         double deltaY = y1 - y0;
-        double angle = -Math.atan2(deltaX, deltaY);
-        int angleOffsetVal = configService.getVal("mapAngleOffsetVal", Integer.class);
+        double angle = Math.atan2(deltaX, deltaY);
         angle = Math.toDegrees(angle) + angleOffsetVal;
         angle = (angle + 360) % 360; // 灏嗚搴﹁浆鎹负姝e��
 
@@ -137,8 +155,7 @@
     }
 
     // 鍧愭爣璐ф灦闃堝�� todo:luxiaotao
-    public AgvDirectionType calculateAgvWorkDirection(JSONObject storeDirection, Loc loc, Code code) {
-        storeDirection.getString("key");
+    public AgvDirectionType calculateAgvWorkDirectionByShelf(Loc loc, Code code) {
         Integer compDirect = loc.getCompDirect();
         AgvDirectionType agvDirectionType = null;
         if (compDirect == 0) {
@@ -150,6 +167,19 @@
         return agvDirectionType;
     }
 
+    public Double getStaAngle(Sta sta, Double workDirection) {
+        if (null == sta) {
+            return null;
+        }
+        if (Cools.isEmpty(sta.getAngle())) {
+            return workDirection;
+        }
+        return Double.parseDouble(sta.getAngle());
+    }
+
+    public Double calculateAgvWorkDirectionByStation(Double staWorkDirection, Double lastDirection) {
+        return Math.abs(staWorkDirection - lastDirection) + 90.0D;
+    }
 
     public double calculateDistance(double x1, double y1, double x2, double y2) {
         double deltaX = x2 - x1;
@@ -174,56 +204,54 @@
     }
 
     public void lockPath(Integer lev, List<String> pathList, String agvNo) {
-        mapDataDispatcher.modifyDynamicMatrix(lev, pathList, agvNo);
+        List<int[]> codeMatrixIdxList = mapDataDispatcher.getCodeMatrixIdxList(lev, pathList);
+        mapDataDispatcher.modifyDynamicMatrix(lev, codeMatrixIdxList, agvNo);
     }
 
-    public synchronized void unlockPath(String agvNo, String codeData) {
-        try {
-            StopWatch stopWatch = new StopWatch();
-            stopWatch.start();
-
-            if (Cools.isEmpty(agvNo, codeData)) {
-                return;
-            }
-
-            Integer lev = null;
-
-            String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(null);
-            int[] codeMatrixIdx = mapDataDispatcher.getCodeMatrixIdx(lev, codeData);
-
-
-            DynamicNode[][] dynamicMatrix = mapDataDispatcher.getDynamicMatrix(lev);
-
-            DynamicNode dynamicNode = dynamicMatrix[codeMatrixIdx[0]][codeMatrixIdx[1]];
-
-
-            Integer serial = dynamicNode.getSerial();
-
-            List<String> resetCodeList = new ArrayList<>();
-
-            for (int i = 0; i < dynamicMatrix.length; i++) {
-                for (int j = 0; j < dynamicMatrix[i].length; j++) {
-                    DynamicNode node = dynamicMatrix[i][j];
-                    if (node.getVehicle().equals(agvNo) && node.getSerial() < serial) {
-                        resetCodeList.add(codeMatrix[i][j]);
-                    }
-                }
-            }
-
-            if (!Cools.isEmpty(resetCodeList)) {
-
-                mapDataDispatcher.clearDynamicMatrixByCodeList(lev, resetCodeList);
-            }
-
-            stopWatch.stop();
-            if (stopWatch.getTime() > 50) {
-                log.info("瑙i攣璺緞鍑芥暟鑺辫垂鏃堕棿涓猴細{}姣......", stopWatch.getTime());
-            }
-
-        } catch (Exception e) {
-            log.error("TrafficService.unlockPath", e);
+    public void unlockPath(String agvNo, String codeData) {
+        if (Cools.isEmpty(agvNo, codeData)) {
+            return;
         }
+        try {
+            unlockTaskQueue.offer(new UnlockPathTask(agvNo, codeData), 5, TimeUnit.SECONDS);
 
+//            Integer lev = null;
+//
+//            String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(null);
+//            int[] codeMatrixIdx = mapDataDispatcher.getCodeMatrixIdx(lev, codeData);
+//
+//
+//            DynamicNode[][] dynamicMatrix = mapDataDispatcher.getDynamicMatrix(lev);
+//
+//            DynamicNode dynamicNode = dynamicMatrix[codeMatrixIdx[0]][codeMatrixIdx[1]];
+//
+//
+//            int serial = dynamicNode.getSerial();
+//
+//            List<int[]> resetCodeIdxList = new ArrayList<>();
+//
+//            for (int i = 0; i < dynamicMatrix.length; i++) {
+//                for (int j = 0; j < dynamicMatrix[i].length; j++) {
+//
+////                    if (i == codeMatrixIdx[0] && j == codeMatrixIdx[1]) { continue; }
+//
+//                    DynamicNode node = dynamicMatrix[i][j];
+//                    if (node.getVehicle().equals(agvNo)) {
+//                        if (node.getSerial() < serial) {
+//                            resetCodeIdxList.add(new int[] {i, j});
+//                        }
+//                    }
+//                }
+//            }
+//
+//            if (!Cools.isEmpty(resetCodeIdxList)) {
+//
+//                mapDataDispatcher.clearDynamicMatrixByCodeList(lev, resetCodeIdxList);
+//            }
+
+        } catch (InterruptedException e) {
+            log.error("unlockTaskQueue", e);
+        }
     }
 
     public List<String> getWaveScopeByCodeList(Integer lev, List<String> codeList, Double radiusLen) {
@@ -246,38 +274,40 @@
 
     // v1 BFS ------------------------------------------------------------------------------
     public List<NavigateNode> getWaveScopeByCode(Integer lev, String code, Double radiusLen) {
+        double radiusLenSquared = Math.pow(radiusLen, 2);
+
         String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(lev);
-        String[][] cdaMatrix = mapDataDispatcher.getCdaMatrix(lev);
+        Double[][][] cdaMatrix = mapDataDispatcher.getCdaMatrix(lev);
 
         int[] codeMatrixIdx = mapDataDispatcher.getCodeMatrixIdx(lev, code);
         NavigateNode originNode = new NavigateNode(codeMatrixIdx[0], codeMatrixIdx[1], code);
 
         List<NavigateNode> includeList = new ArrayList<>();
-        List<NavigateNode> existNodes = new ArrayList<>();
+        Set<NavigateNode> existNodes = new HashSet<>();
 
         includeList.add(originNode);
         existNodes.add(originNode);
 
-        this.spreadWaveNode(originNode, originNode, codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
+        this.spreadWaveNode(originNode, originNode, codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
 
         return includeList;
     }
 
     public void spreadWaveNode(NavigateNode originNode, NavigateNode currNode
-            , String[][] codeMatrix, String[][] cdaMatrix, Double radiusLen
-            , List<NavigateNode> includeList, List<NavigateNode> existNodes) {
+            , String[][] codeMatrix, Double[][][] cdaMatrix, Double radiusLenSquared
+            , List<NavigateNode> includeList, Set<NavigateNode> existNodes) {
         int x = currNode.getX();
         int y = currNode.getY();
 
-        this.extendNeighborNodes(originNode, new NavigateNode(x, y + 1), codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
-        this.extendNeighborNodes(originNode, new NavigateNode(x, y - 1), codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
-        this.extendNeighborNodes(originNode, new NavigateNode(x - 1, y), codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
-        this.extendNeighborNodes(originNode, new NavigateNode(x + 1, y), codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
+        this.extendNeighborNodes(originNode, new NavigateNode(x, y + 1), codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
+        this.extendNeighborNodes(originNode, new NavigateNode(x, y - 1), codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
+        this.extendNeighborNodes(originNode, new NavigateNode(x - 1, y), codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
+        this.extendNeighborNodes(originNode, new NavigateNode(x + 1, y), codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
     }
 
     public void extendNeighborNodes(NavigateNode originNode, NavigateNode nextNode
-            , String[][] codeMatrix, String[][] cdaMatrix, Double radiusLen
-            , List<NavigateNode> includeList, List<NavigateNode> existNodes) {
+            , String[][] codeMatrix, Double[][][] cdaMatrix, Double radiusLenSquared
+            , List<NavigateNode> includeList, Set<NavigateNode> existNodes) {
 
         int x = nextNode.getX();
         int y = nextNode.getY();
@@ -287,137 +317,104 @@
             return;
         }
 
-        if (this.isExist(nextNode, existNodes)) {
+        if (existNodes.contains(nextNode)) {
             return;
         }
 
         existNodes.add(nextNode);
 
-        String nextNodeCodeData = codeMatrix[x][y];
+        Double[] o1Cda = cdaMatrix[originNode.getX()][originNode.getY()];
+        Double[] o2Cda = cdaMatrix[x][y];
+        if (Math.pow(o1Cda[0] - o2Cda[0], 2) + Math.pow(o1Cda[1] - o2Cda[1], 2) <= radiusLenSquared) {
+            nextNode.setCodeData(codeMatrix[x][y]);
 
-        if (nextNodeCodeData.equals(CodeNodeType.NONE.val)) {
-
-            this.spreadWaveNode(originNode, nextNode, codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
-
-        } else {
-
-            List<Double> o1Cda = MapDataUtils.parseCdaNode(cdaMatrix[originNode.getX()][originNode.getY()]);
-            List<Double> o2Cda = MapDataUtils.parseCdaNode(cdaMatrix[nextNode.getX()][nextNode.getY()]);
-
-//            if (Math.pow(o1.getX() - o2.getX(), 2) + Math.pow(o1.getY() - o2.getY(), 2) <= Math.pow(radiusLen, 2)) {
-            if (Math.pow(o1Cda.get(0) - o2Cda.get(0), 2) + Math.pow(o1Cda.get(1) - o2Cda.get(1), 2) <= Math.pow(radiusLen, 2)) {
-                nextNode.setCodeData(nextNodeCodeData);
+            if (!nextNode.getCodeData().equals(CodeNodeType.NONE.val)) {
                 includeList.add(nextNode);
-
-                this.spreadWaveNode(originNode, nextNode, codeMatrix, cdaMatrix, radiusLen, includeList, existNodes);
-
             }
-        }
-    }
 
-    private boolean isExist(NavigateNode node, List<NavigateNode> existNodes) {
-        for (NavigateNode existNode : existNodes) {
-            if (this.isSame(node, existNode)) {
-                return true;
-            }
+            this.spreadWaveNode(originNode, nextNode, codeMatrix, cdaMatrix, radiusLenSquared, includeList, existNodes);
         }
-        return false;
-    }
 
-    private boolean isSame(NavigateNode o1, NavigateNode o2) {
-        if (Cools.isEmpty(o1, o2)) {
-            return false;
-        }
-        return o1.getX() == o2.getX() && o1.getY() == o2.getY();
     }
 
     // v2 BFS ------------------------------------------------------------------------------
-    public List<NavigateNode> getWaveScopeByCode0(Integer lev, String code, Double radiusLen) {
-        String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(lev);
-
-        int[] codeMatrixIdx = mapDataDispatcher.getCodeMatrixIdx(lev, code);
-        NavigateNode originNode = new NavigateNode(codeMatrixIdx[0], codeMatrixIdx[1], code);
-
-        List<NavigateNode> includeList = new ArrayList<>();
-        Set<NavigateNode> visited = new HashSet<>(); // Track visited nodes to avoid re-processing
-        Queue<NavigateNode> queue = new LinkedList<>();
-
-        includeList.add(originNode);
-        visited.add(originNode);
-        queue.offer(originNode);
-
-        while (!queue.isEmpty()) {
-            NavigateNode currNode = queue.poll();
-            this.spreadWaveNode0(originNode, currNode, codeMatrix, radiusLen, includeList, visited, queue);
-        }
-
-        return includeList;
-    }
-
-    public void spreadWaveNode0(NavigateNode originNode, NavigateNode currNode,
-                               String[][] codeMatrix, Double radiusLen,
-                               List<NavigateNode> includeList, Set<NavigateNode> visited, Queue<NavigateNode> queue) {
-
-        int x = currNode.getX();
-        int y = currNode.getY();
-
-        // Expand neighbors in all four directions (up, down, left, right)
-        this.extendNeighborNodes0(originNode, new NavigateNode(x, y + 1), codeMatrix, radiusLen, includeList, visited, queue);
-        this.extendNeighborNodes0(originNode, new NavigateNode(x, y - 1), codeMatrix, radiusLen, includeList, visited, queue);
-        this.extendNeighborNodes0(originNode, new NavigateNode(x - 1, y), codeMatrix, radiusLen, includeList, visited, queue);
-        this.extendNeighborNodes0(originNode, new NavigateNode(x + 1, y), codeMatrix, radiusLen, includeList, visited, queue);
-    }
-
-    public void extendNeighborNodes0(NavigateNode originNode, NavigateNode nextNode,
-                                    String[][] codeMatrix, Double radiusLen,
-                                    List<NavigateNode> includeList, Set<NavigateNode> visited, Queue<NavigateNode> queue) {
-        int x = nextNode.getX();
-        int y = nextNode.getY();
-
-        // Check if the node is out of bounds
-        if (x < 0 || x >= codeMatrix.length || y < 0 || y >= codeMatrix[0].length) {
-            return;
-        }
-
-        // If the node has already been visited, skip it
-        if (this.isExist0(nextNode, visited)) {
-            return;
-        }
-
-        visited.add(nextNode);
-
-        String nextNodeCodeData = codeMatrix[x][y];
-
-        // If it's a NONE node, we still need to check its surroundings
-        if (nextNodeCodeData.equals(CodeNodeType.NONE.val)) {
-            this.spreadWaveNode0(originNode, nextNode, codeMatrix, radiusLen, includeList, visited, queue);
-        } else {
-            Integer lev = MapDataDispatcher.MAP_DEFAULT_LEV;
-            String[][] cdaMatrix = mapDataDispatcher.getCdaMatrix(lev);
-
-            // Check if the distance between nodes is within the radius length
-            List<Double> o1Cda = MapDataUtils.parseCdaNode(cdaMatrix[originNode.getX()][originNode.getY()]);
-            List<Double> o2Cda = MapDataUtils.parseCdaNode(cdaMatrix[nextNode.getX()][nextNode.getY()]);
-
-            // Calculate Euclidean distance between the nodes
-            if (Math.pow(o1Cda.get(0) - o2Cda.get(0), 2) + Math.pow(o1Cda.get(1) - o2Cda.get(1), 2) <= Math.pow(radiusLen, 2)) {
-                nextNode.setCodeData(nextNodeCodeData);
-                includeList.add(nextNode);
-
-                // Add the node to the queue to expand its neighbors
-                queue.offer(nextNode);
-            }
-        }
-    }
-
-    private boolean isExist0(NavigateNode node, Set<NavigateNode> existNodes) {
-        for (NavigateNode existNode : existNodes) {
-            if (this.isSame(node, existNode)) {
-                return true;
-            }
-        }
-        return false;
-    }
+//    public List<NavigateNode> getWaveScopeByCode0(Integer lev, String code, Double radiusLen) {
+//        String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(lev);
+//
+//        int[] codeMatrixIdx = mapDataDispatcher.getCodeMatrixIdx(lev, code);
+//        NavigateNode originNode = new NavigateNode(codeMatrixIdx[0], codeMatrixIdx[1], code);
+//
+//        List<NavigateNode> includeList = new ArrayList<>();
+//        Set<NavigateNode> visited = new HashSet<>(); // Track visited nodes to avoid re-processing
+//        Queue<NavigateNode> queue = new LinkedList<>();
+//
+//        includeList.add(originNode);
+//        visited.add(originNode);
+//        queue.offer(originNode);
+//
+//        while (!queue.isEmpty()) {
+//            NavigateNode currNode = queue.poll();
+//            this.spreadWaveNode0(originNode, currNode, codeMatrix, radiusLen, includeList, visited, queue);
+//        }
+//
+//        return includeList;
+//    }
+//
+//    public void spreadWaveNode0(NavigateNode originNode, NavigateNode currNode,
+//                               String[][] codeMatrix, Double radiusLen,
+//                               List<NavigateNode> includeList, Set<NavigateNode> visited, Queue<NavigateNode> queue) {
+//
+//        int x = currNode.getX();
+//        int y = currNode.getY();
+//
+//        // Expand neighbors in all four directions (up, down, left, right)
+//        this.extendNeighborNodes0(originNode, new NavigateNode(x, y + 1), codeMatrix, radiusLen, includeList, visited, queue);
+//        this.extendNeighborNodes0(originNode, new NavigateNode(x, y - 1), codeMatrix, radiusLen, includeList, visited, queue);
+//        this.extendNeighborNodes0(originNode, new NavigateNode(x - 1, y), codeMatrix, radiusLen, includeList, visited, queue);
+//        this.extendNeighborNodes0(originNode, new NavigateNode(x + 1, y), codeMatrix, radiusLen, includeList, visited, queue);
+//    }
+//
+//    public void extendNeighborNodes0(NavigateNode originNode, NavigateNode nextNode,
+//                                    String[][] codeMatrix, Double radiusLen,
+//                                    List<NavigateNode> includeList, Set<NavigateNode> visited, Queue<NavigateNode> queue) {
+//        int x = nextNode.getX();
+//        int y = nextNode.getY();
+//
+//        // Check if the node is out of bounds
+//        if (x < 0 || x >= codeMatrix.length || y < 0 || y >= codeMatrix[0].length) {
+//            return;
+//        }
+//
+//        // If the node has already been visited, skip it
+//        if (visited.contains(nextNode)) {
+//            return;
+//        }
+//
+//        visited.add(nextNode);
+//
+//        String nextNodeCodeData = codeMatrix[x][y];
+//
+//        // If it's a NONE node, we still need to check its surroundings
+//        if (nextNodeCodeData.equals(CodeNodeType.NONE.val)) {
+//            this.spreadWaveNode0(originNode, nextNode, codeMatrix, radiusLen, includeList, visited, queue);
+//        } else {
+//            Integer lev = MapDataDispatcher.MAP_DEFAULT_LEV;
+//            String[][] cdaMatrix = mapDataDispatcher.getCdaMatrix(lev);
+//
+//            // Check if the distance between nodes is within the radius length
+//            List<Double> o1Cda = MapDataUtils.parseCdaNode(cdaMatrix[originNode.getX()][originNode.getY()]);
+//            List<Double> o2Cda = MapDataUtils.parseCdaNode(cdaMatrix[nextNode.getX()][nextNode.getY()]);
+//
+//            // Calculate Euclidean distance between the nodes
+//            if (Math.pow(o1Cda.get(0) - o2Cda.get(0), 2) + Math.pow(o1Cda.get(1) - o2Cda.get(1), 2) <= Math.pow(radiusLen, 2)) {
+//                nextNode.setCodeData(nextNodeCodeData);
+//                includeList.add(nextNode);
+//
+//                // Add the node to the queue to expand its neighbors
+//                queue.offer(nextNode);
+//            }
+//        }
+//    }
 
 
     public Boolean isTurnCorner(String codeData) {
@@ -433,4 +430,103 @@
         return turnMatrixNode == TurnNodeType.TURN.val;
     }
 
+    /**
+     * That vehicle is walking if the dynamic node count > 1
+     */
+    @SuppressWarnings("all")
+    public boolean isWalkingByVehicle(Integer lev, String vehicle) {
+        if (Cools.isEmpty(vehicle)) {
+            return false;
+        }
+
+        lev = Optional.ofNullable(lev).orElse(MapDataDispatcher.MAP_DEFAULT_LEV);
+        DynamicNode[][] dynamicMatrix = mapDataDispatcher.getDynamicMatrix(lev);
+
+        int count = 0;
+        for (int i = 0; i < dynamicMatrix.length; i++) {
+            for (int j = 0; j < dynamicMatrix[i].length; j++) {
+                if (vehicle.equals(dynamicMatrix[i][j].getVehicle())) {
+                    count++;
+                    if (count > 1) {
+                        return true;
+                    }
+                }
+            }
+        }
+
+        return false;
+    }
+
+    public List<String> queryCodeListFromDynamicNode(Integer lev, String nodeType) {
+        if (Cools.isEmpty(nodeType)) {
+            return new ArrayList<>();
+        }
+        lev = Optional.ofNullable(lev).orElse(MapDataDispatcher.MAP_DEFAULT_LEV);
+
+        DynamicNode[][] dynamicMatrix = mapDataDispatcher.getDynamicMatrix(lev);
+        String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(lev);
+
+        // concurrent
+        ConcurrentLinkedQueue<SortCodeDto> codeList = new ConcurrentLinkedQueue<>();
+        IntStream.range(0, codeMatrix.length).parallel().forEach(i -> {
+            for (int j = 0; j < codeMatrix[i].length; j++) {
+                DynamicNode dynamicNode = dynamicMatrix[i][j];
+                if (nodeType.equals(dynamicNode.getVehicle())) {
+                    codeList.add(new SortCodeDto(codeMatrix[i][j], dynamicNode.getSerial()));
+                }
+            }
+        });
+
+        // synchronize
+//        List<SortCodeDto> codeList = new ArrayList<>();
+//        for (int i = 0; i < codeMatrix.length; i++) {
+//            for (int j = 0; j < codeMatrix[i].length; j++) {
+//                DynamicNode dynamicNode = dynamicMatrix[i][j];
+//                if (nodeType.equals(dynamicNode.getVehicle())) {
+//                    codeList.add(new SortCodeDto(codeMatrix[i][j], dynamicNode.getSerial()));
+//                }
+//            }
+//        }
+
+        return codeList.stream()
+                .sorted(Comparator.comparingInt(SortCodeDto::getSerial))
+                .map(SortCodeDto::getCode)
+                .collect(Collectors.toList());
+    }
+
+    public Map<String, List<String>> queryCodeListFromDynamicNode(Integer lev, Set<String> vehicles) {
+        if (Cools.isEmpty(vehicles)) {
+            return new HashMap<>();
+        }
+        lev = Optional.ofNullable(lev).orElse(MapDataDispatcher.MAP_DEFAULT_LEV);
+
+        DynamicNode[][] dynamicMatrix = mapDataDispatcher.getDynamicMatrix(lev);
+        String[][] codeMatrix = mapDataDispatcher.getCodeMatrix(lev);
+
+        Map<String, List<SortCodeDto>> map = new HashMap<>(vehicles.size());
+
+        for (int i = 0; i < codeMatrix.length; i++) {
+            for (int j = 0; j < codeMatrix[i].length; j++) {
+                DynamicNode dynamicNode = dynamicMatrix[i][j];
+                String vehicle = dynamicNode.getVehicle();
+
+                if (vehicles.contains(vehicle)) {
+                    int serial = dynamicNode.getSerial();
+                    map.computeIfAbsent(vehicle, k -> new ArrayList<>()).add(new SortCodeDto(codeMatrix[i][j], serial));
+                }
+            }
+        }
+
+        Map<String, List<String>> result = new HashMap<>(vehicles.size());
+        for (Map.Entry<String, List<SortCodeDto>> entry : map.entrySet()) {
+            List<String> codeDataList = entry.getValue().stream()
+                    .sorted(Comparator.comparingInt(SortCodeDto::getSerial))
+                    .map(SortCodeDto::getCode)
+                    .collect(Collectors.toList());
+            result.put(entry.getKey(), codeDataList);
+        }
+
+        return result;
+    }
+
 }

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