package com.zy.acs.manager.core.service; import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; import com.zy.acs.common.utils.GsonUtils; import com.zy.acs.framework.common.Cools; import com.zy.acs.framework.common.SnowflakeIdWorker; import com.zy.acs.manager.core.domain.Lane; import com.zy.acs.manager.manager.entity.Code; import com.zy.acs.manager.manager.service.CodeService; import com.zy.acs.manager.manager.service.RouteService; import com.zy.acs.manager.system.service.ConfigService; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; import javax.annotation.PostConstruct; import java.security.MessageDigest; import java.security.NoSuchAlgorithmException; import java.util.*; import java.util.stream.Collectors; /** * Created by vincent on 10/25/2024 */ @Slf4j @Service public class LaneService { private boolean initialized = Boolean.FALSE; private final List lanes = new ArrayList<>(); private final Map> adjacencyCodeMap = new HashMap<>(); @Autowired private CodeService codeService; @Autowired private RouteService routeService; @Autowired private SnowflakeIdWorker snowflakeIdWorker; @Autowired private ConfigService configService; public Boolean isInitialized() { return this.initialized; } public Lane search(String codeData) { if (Cools.isEmpty(codeData) || !this.initialized) { return null; } for (Lane lane : this.lanes) { if (lane.getCodes().contains(codeData)) { return lane; } } return null; } @PostConstruct public synchronized void init() { log.info("the rcs system is starting to initialize lane data..."); List codeList = codeService.list(new LambdaQueryWrapper().eq(Code::getStatus, 1)); this.fillAdjacencyCodeMap(codeList); this.generateLane(codeList.stream().map(Code::getData).collect(Collectors.toList())); this.mergeDeadEndLane(); this.deleteInteractionPoint(); this.filterLanesWithFewPoints(); this.generateLaneHash(); this.initialized = Boolean.TRUE; log.info("the lane data initialization has been completed in rcs system."); System.out.println(GsonUtils.toJson(this.lanes)); } private void fillAdjacencyCodeMap(List codeList) { for (Code code : codeList) { List adjacencyNode = routeService.getAdjacencyNode(code.getId()); this.adjacencyCodeMap.put(code.getData(), adjacencyNode.stream().map(node -> ( codeService.getById(node).getData() )).collect(Collectors.toList())); } } private void generateLane(List codeDataList) { Set visited = new HashSet<>(); for (String codeData : codeDataList) { if (this.adjacencyCodeMap.get(codeData).size() != 2) { List neighbors = this.adjacencyCodeMap.get(codeData); for (String neighbor : neighbors) { if (this.adjacencyCodeMap.get(neighbor).size() == 2 && !visited.contains(neighbor)) { Lane lane = new Lane(String.valueOf(snowflakeIdWorker.nextId()).substring(3)); lane.getCodes().add(codeData); // 包含起点 this.dfsCalcIncludingEnd(codeData, neighbor, lane, visited); this.lanes.add(lane); } } } } for (String codeData : codeDataList) { if (this.adjacencyCodeMap.get(codeData).size() == 2 && !visited.contains(codeData)) { // 检查是否为环路的一部分 Lane lane = new Lane(String.valueOf(snowflakeIdWorker.nextId()).substring(3)); this.dfsCalcForLoop(codeData, null, lane, visited); this.lanes.add(lane); } } } private void dfsCalcIncludingEnd(String start, String current, Lane lane, Set visited) { lane.getCodes().add(current); visited.add(current); List neighbors = this.adjacencyCodeMap.get(current); if (neighbors == null || neighbors.isEmpty()) { return; } for (String neighbor : neighbors) { if (neighbor.equals(start)) { continue; } if (!visited.contains(neighbor)) { int degree = this.adjacencyCodeMap.get(neighbor).size(); if (degree == 2) { if (this.isSameDirection(current, neighbor, start)) { this.dfsCalcIncludingEnd(current, neighbor, lane, visited); } } else { // 终点或拐弯点,包含并停止 lane.getCodes().add(neighbor); visited.add(neighbor); } } } } private void dfsCalcForLoop(String current, String parent, Lane lane, Set visited) { lane.getCodes().add(current); visited.add(current); List neighbors = this.adjacencyCodeMap.get(current); if (neighbors == null || neighbors.isEmpty()) { return; } for (String neighbor : neighbors) { if (neighbor.equals(parent)) { continue; } if (!visited.contains(neighbor)) { int degree = this.adjacencyCodeMap.get(neighbor).size(); if (degree == 2) { if (this.isSameDirection(current, neighbor, parent)) { this.dfsCalcForLoop(current, neighbor, lane, visited); } } else { lane.getCodes().add(neighbor); visited.add(neighbor); } } } } private boolean isSameDirection(String current, String neighbor, String parent) { if (parent == null) { return true; } Code parentCode = codeService.selectByData(parent); Code currentCode = codeService.selectByData(current); Code neighborCode = codeService.selectByData(neighbor); double direction1 = this.calculateDirection(parentCode, currentCode); double direction2 = this.calculateDirection(currentCode, neighborCode); double angleDifference = Math.abs(direction1 - direction2); // 规范化角度差 angleDifference = Math.min(angleDifference, 2 * Math.PI - angleDifference); // 设置角度差阈值为3度 return angleDifference < Math.toRadians(3); } /** * 计算两个点之间的方向角 */ private double calculateDirection(Code from, Code to) { double deltaX = to.getX() - from.getX(); double deltaY = to.getY() - from.getY(); return Math.atan2(deltaY, deltaX); } /** * 1.explore a dead end lane and checkout end point that is not dead point * 2.if this point has two near points and one of those points which not in current lane was also have two near points too * 3.then merge above two lane because they can connect each other */ private void mergeDeadEndLane() { Iterator iterator = this.lanes.iterator(); while (iterator.hasNext()) { Lane lane = iterator.next(); String[] endPoints = lane.queryEndPoints(); if (null == endPoints) { continue; } String startPoint = endPoints[0]; String endPoint = endPoints[1]; boolean isDeadEndLane = false; String deadEndPoint = null; Integer anotherPointNearsCount = null; if (this.adjacencyCodeMap.get(startPoint).size() == 1) { isDeadEndLane = true; deadEndPoint = startPoint; anotherPointNearsCount = this.adjacencyCodeMap.get(endPoint).size(); } if (this.adjacencyCodeMap.get(endPoint).size() == 1) { isDeadEndLane = true; deadEndPoint = endPoint; anotherPointNearsCount = this.adjacencyCodeMap.get(startPoint).size(); } if (!isDeadEndLane) { continue; } if (anotherPointNearsCount == 2) { String anotherPoint = deadEndPoint.equals(startPoint) ? endPoint : startPoint; List anotherPointNears = this.adjacencyCodeMap.get(anotherPoint); for (String anotherPointNear : anotherPointNears) { if (!lane.getCodes().contains(anotherPointNear) && this.adjacencyCodeMap.get(anotherPointNear).size() == 2) { for (Lane lane0 : lanes) { if (lane0.getCodes().contains(anotherPointNear)) { lane0.getCodes().addAll(lane.getCodes()); iterator.remove(); lane0.sortUsingDfs(this.adjacencyCodeMap); } } } } } } } private void deleteInteractionPoint() { for (Lane lane : this.lanes) { lane.removeInteraction(this.adjacencyCodeMap); } } private void filterLanesWithFewPoints() { Integer maxAgvCountInLane = configService.getVal("maxAgvCountInLane", Integer.class); this.lanes.removeIf(next -> next.getCodes().size() <= Optional.ofNullable(maxAgvCountInLane).orElse(2)); } private void generateLaneHash() { for (Lane lane : this.lanes) { String hashCode = generateDigest(lane.getCodes()); lane.setHashCode(hashCode); } } public static String generateDigest(List list) { MessageDigest md = null; try { md = MessageDigest.getInstance("SHA-256"); } catch (NoSuchAlgorithmException e) { log.error("generateDigest", e); throw new RuntimeException(e); } String combined = list.stream().sorted().collect(Collectors.joining(",")); byte[] hashBytes = md.digest(combined.getBytes()); StringBuilder sb = new StringBuilder(); for (byte b : hashBytes) { sb.append(String.format("%02x", b)); } return sb.toString(); } }