package com.zy.common.utils; import java.util.ArrayList; import java.util.Collections; import java.util.HashMap; import java.util.HashSet; import java.util.List; import java.util.Map; import java.util.Set; import com.zy.asrs.domain.path.StationPathProfileConfig; import com.zy.asrs.domain.path.StationPathResolvedPolicy; import com.zy.asrs.domain.path.StationPathRuleConfig; import com.zy.asrs.domain.vo.StationCycleCapacityVo; import com.zy.asrs.domain.vo.StationCycleLoopVo; import com.zy.asrs.entity.BasDevp; import com.zy.asrs.entity.BasStation; import com.zy.asrs.service.BasDevpService; import com.zy.asrs.service.BasStationService; import com.zy.asrs.service.StationCycleCapacityService; import com.zy.asrs.service.StationPathPolicyService; import com.zy.core.News; import com.zy.core.model.StationObjModel; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Component; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONObject; import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; import com.core.common.SpringUtils; import com.core.exception.CoolException; import com.zy.common.model.NavigateNode; import com.zy.asrs.entity.DeviceConfig; import com.zy.asrs.service.DeviceConfigService; import com.zy.core.cache.SlaveConnection; import com.zy.core.enums.SlaveType; import com.zy.core.model.protocol.StationProtocol; import com.zy.core.thread.StationThread; @Component public class NavigateUtils { @Autowired private BasStationService basStationService; @Autowired private StationPathPolicyService stationPathPolicyService; @Autowired private StationCycleCapacityService stationCycleCapacityService; public synchronized List calcByStationId(Integer startStationId, Integer endStationId) { BasStation startStation = basStationService.getById(startStationId); if (startStation == null) { throw new CoolException("未找到该 起点 对应的站点数据"); } Integer lev = startStation.getStationLev(); NavigateSolution navigateSolution = new NavigateSolution(); List> stationMap = navigateSolution.getStationMap(lev); NavigateNode startNode = navigateSolution.findStationNavigateNode(stationMap, startStationId); if (startNode == null) { throw new CoolException("未找到该 起点 对应的节点"); } NavigateNode endNode = navigateSolution.findStationNavigateNode(stationMap, endStationId); if (endNode == null) { throw new CoolException("未找到该 终点 对应的节点"); } StationPathResolvedPolicy resolvedPolicy = resolveStationPathPolicy(startStationId, endStationId); StationPathProfileConfig profileConfig = resolvedPolicy.getProfileConfig() == null ? StationPathProfileConfig.defaultConfig() : resolvedPolicy.getProfileConfig(); long startTime = System.currentTimeMillis(); News.info("[WCS Debug] 站点路径开始计算,startStationId={},endStationId={}", startStationId, endStationId); int calcMaxDepth = safeInt(profileConfig.getCalcMaxDepth(), 120); int calcMaxPaths = safeInt(profileConfig.getCalcMaxPaths(), 500); int calcMaxCost = safeInt(profileConfig.getCalcMaxCost(), 300); List guideStationSequence = buildGuideStationSequence(startStationId, endStationId, resolvedPolicy.getRuleConfig()); List> allList = navigateSolution.allSimplePaths( stationMap, startNode, endNode, calcMaxDepth, calcMaxPaths, calcMaxCost, guideStationSequence ); if (allList.isEmpty()) { // throw new CoolException("未找到该路径"); return new ArrayList<>(); } Map statusMap = loadStationStatusMap(); allList = filterNonAutoStationPaths(allList, statusMap); if (allList.isEmpty()) { News.info("[WCS Debug] 站点路径候选全部被过滤,存在非自动站点,startStationId={},endStationId={}", startStationId, endStationId); return new ArrayList<>(); } News.info("[WCS Debug] 站点路径计算完成,耗时:{}ms", System.currentTimeMillis() - startTime); startTime = System.currentTimeMillis(); News.info("[WCS Debug] 站点路径权重开始分析,startStationId={},endStationId={}", startStationId, endStationId); List list = findStationBestPathTwoStage(allList, resolvedPolicy); News.info("[WCS Debug] 站点路径权重分析完成,耗时:{}ms", System.currentTimeMillis() - startTime); //去重 HashSet set = new HashSet<>(); List fitlerList = new ArrayList<>(); for (NavigateNode navigateNode : list) { JSONObject valuObject = JSON.parseObject(navigateNode.getNodeValue()); if (valuObject.containsKey("rgvCalcFlag")) { continue; } if (set.add(valuObject.getInteger("stationId"))) { fitlerList.add(navigateNode); } } for (int i = 0; i < fitlerList.size(); i++) { NavigateNode currentNode = fitlerList.get(i); currentNode.setIsInflectionPoint(false); currentNode.setIsLiftTransferPoint(false); try { JSONObject valueObject = JSON.parseObject(currentNode.getNodeValue()); if (valueObject != null) { Object isLiftTransfer = valueObject.get("isLiftTransfer"); if (isLiftTransfer != null) { String isLiftTransferStr = isLiftTransfer.toString(); if ("1".equals(isLiftTransferStr) || "true".equalsIgnoreCase(isLiftTransferStr)) { currentNode.setIsLiftTransferPoint(true); } } } } catch (Exception ignore) {} NavigateNode nextNode = (i + 1 < fitlerList.size()) ? fitlerList.get(i + 1) : null; NavigateNode prevNode = (i - 1 >= 0) ? fitlerList.get(i - 1) : null; HashMap result = searchInflectionPoint(currentNode, nextNode, prevNode); if (Boolean.parseBoolean(result.get("result").toString())) { currentNode.setIsInflectionPoint(true); currentNode.setDirection(result.get("direction").toString()); } } return fitlerList; } public synchronized List calcByTrackSiteNo(int lev, Integer startTrackSiteNo, Integer endTrackSiteNo) { NavigateSolution navigateSolution = new NavigateSolution(); List> rgvTrackMap = navigateSolution.getRgvTrackMap(lev); NavigateNode startNode = navigateSolution.findTrackSiteNoNavigateNode(rgvTrackMap, startTrackSiteNo); if (startNode == null){ throw new CoolException("未找到该 起点 对应的节点"); } NavigateNode endNode = navigateSolution.findTrackSiteNoNavigateNode(rgvTrackMap, endTrackSiteNo); if (endNode == null){ throw new CoolException("未找到该 终点 对应的节点"); } long startTime = System.currentTimeMillis(); News.info("[WCS Debug] RGV路径开始计算,startTrackSiteNo:{},endTrackSiteNo={}", startTrackSiteNo, endTrackSiteNo); NavigateNode res_node = navigateSolution.astarSearchJava(rgvTrackMap, startNode, endNode); if (res_node == null) { // throw new CoolException("未找到该路径"); return new ArrayList<>(); } News.info("[WCS Debug] RGV路径计算完成,耗时:{}ms", System.currentTimeMillis() - startTime); ArrayList list = new ArrayList<>(); // 使用 visited 集合防止父链出现环导致死循环,同时设置安全步数上限 HashSet visited = new HashSet<>(); int maxSteps = rgvTrackMap.size() * rgvTrackMap.get(0).size() + 5; // 安全上限 int steps = 0; NavigateNode fatherNode = null;//当前循环上一节点,用于拐点计算 while (res_node != null && visited.add(res_node) && steps++ < maxSteps) { res_node.setIsInflectionPoint(false); //寻找拐点 HashMap result = searchInflectionPoint(res_node, fatherNode, res_node.getFather());//分别传入当前节点、父节点、下一节点 //判断当前节点是否为拐点 if (Boolean.parseBoolean(result.get("result").toString())) { //当前为拐点 res_node.setIsInflectionPoint(true); //拐点方向 res_node.setDirection(result.get("direction").toString()); } list.add(res_node); fatherNode = res_node;//把当前节点保存成一个父节点 res_node = res_node.getFather();//迭代操作 } if (steps >= maxSteps) { throw new CoolException("路径回溯超出安全上限,疑似存在父链循环"); } Collections.reverse(list); //将每个节点里面的fatherNode至为null(方便后续计算时父节点过多导致显示的节点太多) for (NavigateNode navigateNode : list) { //父节点设置为null,不影响计算结果,不影响后续操作。 //此操作仅为后续排查处理提供视觉方便。 navigateNode.setFather(null); } //去重 HashSet set = new HashSet<>(); List fitlerList = new ArrayList<>(); for(NavigateNode navigateNode : list){ JSONObject valuObject = JSON.parseObject(navigateNode.getNodeValue()); if(set.add(valuObject.getInteger("trackSiteNo"))){ fitlerList.add(navigateNode); } } return fitlerList; } public synchronized List findLiftStationList(int lev) { NavigateSolution navigateSolution = new NavigateSolution(); List> stationMap = navigateSolution.getStationMap(lev); List liftStationList = new ArrayList<>(); for (List navigateNodes : stationMap) { for (NavigateNode navigateNode : navigateNodes) { String nodeType = navigateNode.getNodeType(); if(nodeType == null){ continue; } if(!nodeType.equals("devp")){ continue; } JSONObject valuObject = JSON.parseObject(navigateNode.getNodeValue()); if(valuObject == null){ continue; } if (valuObject.containsKey("liftNo")) { liftStationList.add(navigateNode); } } } return liftStationList; } private StationPathResolvedPolicy resolveStationPathPolicy(Integer startStationId, Integer endStationId) { try { if (stationPathPolicyService != null) { StationPathResolvedPolicy resolved = stationPathPolicyService.resolvePolicy(startStationId, endStationId); if (resolved != null) { return resolved; } } } catch (Exception e) { News.warn("站点路径策略加载失败,回退默认 twoStage: {}", e.getMessage()); } return new StationPathResolvedPolicy(); } private List findStationBestPathTwoStage(List> allList, StationPathResolvedPolicy resolvedPolicy) { if (allList == null || allList.isEmpty()) { return new ArrayList<>(); } StationPathRuleConfig ruleConfig = resolvedPolicy.getRuleConfig() == null ? new StationPathRuleConfig() : resolvedPolicy.getRuleConfig(); StationPathProfileConfig profileConfig = resolvedPolicy.getProfileConfig() == null ? StationPathProfileConfig.defaultConfig() : resolvedPolicy.getProfileConfig(); PathGlobalPolicy globalPolicy = loadPathGlobalPolicy(profileConfig); List> filteredCandidates = applyRuleFilters(allList, ruleConfig, true); if (filteredCandidates.isEmpty() && hasWaypoint(ruleConfig) && !strictWaypoint(ruleConfig)) { filteredCandidates = applyRuleFilters(allList, ruleConfig, false); News.info("[WCS Debug] 站点路径规则已降级,忽略关键途经点约束后重试"); } List> softFilteredCandidates = applySoftPreferenceFilter(filteredCandidates, ruleConfig); if (!softFilteredCandidates.isEmpty()) { filteredCandidates = softFilteredCandidates; } else if (hasSoftPreference(ruleConfig) && !allowSoftDegrade(ruleConfig)) { News.warn("[WCS Debug] 站点路径软偏好命中但无可行路径,且不允许降级"); return new ArrayList<>(); } else if (hasSoftPreference(ruleConfig)) { News.info("[WCS Debug] 站点路径规则已降级,忽略软偏好约束后重试"); } if (filteredCandidates.isEmpty()) { if (resolvedPolicy.matchedRule()) { News.warn("站点路径规则命中但无可行路径,ruleCode={}", resolvedPolicy.getRuleEntity() == null ? "" : resolvedPolicy.getRuleEntity().getRuleCode()); return new ArrayList<>(); } filteredCandidates = allList; } Map statusMap = loadStationStatusMap(); Map stationLoopLoadMap = loadStationLoopLoadMap(); Set outStationIdSet = loadAllOutStationIdSet(); List metricsList = new ArrayList<>(); int skippedByOtherOutStation = 0; for (List path : filteredCandidates) { if (path == null || path.isEmpty()) { continue; } PathCandidateMetrics metrics = buildCandidateMetrics(path, statusMap, stationLoopLoadMap, profileConfig, ruleConfig, globalPolicy, outStationIdSet); if (globalPolicy.forceSkipPassOtherOutStation && metrics.passOtherOutStationCount > 0) { skippedByOtherOutStation++; continue; } metricsList.add(metrics); } if (metricsList.isEmpty()) { if (globalPolicy.forceSkipPassOtherOutStation && skippedByOtherOutStation > 0) { News.warn("[WCS Debug] 站点路径候选全部被过滤,因经过其他出库站点,startStationId={},endStationId={}", resolvedPolicy.getRuleEntity() == null ? null : resolvedPolicy.getRuleEntity().getStartStationId(), resolvedPolicy.getRuleEntity() == null ? null : resolvedPolicy.getRuleEntity().getEndStationId()); } return new ArrayList<>(); } metricsList.sort((a, b) -> compareDouble(a.staticCost, b.staticCost, a.turnCount, b.turnCount, a.pathLen, b.pathLen)); PathCandidateMetrics preferred = metricsList.get(0); int maxLen = (int) Math.ceil(preferred.pathLen * safeDouble(profileConfig.getS1MaxLenRatio(), 1.15d)); int maxTurns = preferred.turnCount + safeInt(profileConfig.getS1MaxTurnDiff(), 1); List stage1Selected = new ArrayList<>(); for (PathCandidateMetrics metrics : metricsList) { if (metrics.pathLen <= maxLen && metrics.turnCount <= maxTurns) { stage1Selected.add(metrics); } } if (stage1Selected.isEmpty()) { stage1Selected.addAll(metricsList); } int topK = safeInt(profileConfig.getS1TopK(), 5); if (topK > 0 && stage1Selected.size() > topK) { stage1Selected = new ArrayList<>(stage1Selected.subList(0, topK)); } stage1Selected.sort((a, b) -> compareDouble(a.dynamicCost, b.dynamicCost, a.pathLen, b.pathLen, a.turnCount, b.turnCount)); return stage1Selected.get(0).path; } private List> applyRuleFilters(List> allList, StationPathRuleConfig ruleConfig, boolean includeWaypoint) { if (allList == null || allList.isEmpty()) { return new ArrayList<>(); } if (ruleConfig == null) { return allList; } List> result = new ArrayList<>(); for (List path : allList) { if (path == null || path.isEmpty()) { continue; } List stationIdList = extractStationIdList(path); if (!matchHardConstraint(stationIdList, ruleConfig.getHard())) { continue; } if (includeWaypoint && !matchWaypointConstraint(stationIdList, ruleConfig.getWaypoint())) { continue; } result.add(path); } return result; } private List> applySoftPreferenceFilter(List> allList, StationPathRuleConfig ruleConfig) { if (allList == null || allList.isEmpty() || ruleConfig == null) { return new ArrayList<>(); } StationPathRuleConfig.SoftPreference soft = ruleConfig.getSoft(); List preferredPath = getSoftReferencePath(soft); if (preferredPath.isEmpty()) { return allList; } List> result = new ArrayList<>(); for (List path : allList) { if (path == null || path.isEmpty()) { continue; } List stationIdList = extractStationIdList(path); if (!matchSoftConstraint(stationIdList, soft)) { continue; } result.add(path); } return result; } private boolean matchHardConstraint(List stationIdList, StationPathRuleConfig.HardConstraint hard) { if (stationIdList == null) { return false; } if (hard == null) { return true; } Set stationIdSet = new HashSet<>(stationIdList); for (Integer stationId : safeList(hard.getMustPassStations())) { if (stationId != null && !stationIdSet.contains(stationId)) { return false; } } for (Integer stationId : safeList(hard.getForbidStations())) { if (stationId != null && stationIdSet.contains(stationId)) { return false; } } for (String edge : safeList(hard.getMustPassEdges())) { if (notBlank(edge) && !containsEdge(stationIdList, edge)) { return false; } } for (String edge : safeList(hard.getForbidEdges())) { if (notBlank(edge) && containsEdge(stationIdList, edge)) { return false; } } return true; } private boolean matchWaypointConstraint(List stationIdList, StationPathRuleConfig.WaypointConstraint waypoint) { if (waypoint == null || waypoint.getStations() == null || waypoint.getStations().isEmpty()) { return true; } int cursor = 0; for (Integer stationId : stationIdList) { Integer expected = waypoint.getStations().get(cursor); if (expected != null && expected.equals(stationId)) { cursor++; if (cursor >= waypoint.getStations().size()) { return true; } } } return false; } private boolean matchSoftConstraint(List stationIdList, StationPathRuleConfig.SoftPreference soft) { List preferredPath = getSoftReferencePath(soft); if (preferredPath.isEmpty()) { return true; } if (!containsOrderedStations(stationIdList, preferredPath)) { return false; } Integer maxOffPathCount = soft == null ? null : soft.getMaxOffPathCount(); if (maxOffPathCount == null || maxOffPathCount < 0) { return true; } if (!isFullSoftPreferredPath(stationIdList, preferredPath)) { return true; } return countOffPathStations(stationIdList, preferredPath) <= maxOffPathCount; } private boolean hasWaypoint(StationPathRuleConfig ruleConfig) { return ruleConfig != null && ruleConfig.getWaypoint() != null && ruleConfig.getWaypoint().getStations() != null && !ruleConfig.getWaypoint().getStations().isEmpty(); } private boolean hasSoftPreference(StationPathRuleConfig ruleConfig) { return !getSoftReferencePath(ruleConfig == null ? null : ruleConfig.getSoft()).isEmpty(); } private boolean strictWaypoint(StationPathRuleConfig ruleConfig) { return ruleConfig != null && ruleConfig.getFallback() != null && Boolean.TRUE.equals(ruleConfig.getFallback().getStrictWaypoint()); } private boolean allowSoftDegrade(StationPathRuleConfig ruleConfig) { return ruleConfig == null || ruleConfig.getFallback() == null || !Boolean.FALSE.equals(ruleConfig.getFallback().getAllowSoftDegrade()); } private List buildGuideStationSequence(Integer startStationId, Integer endStationId, StationPathRuleConfig ruleConfig) { if (startStationId == null || endStationId == null || ruleConfig == null) { return Collections.emptyList(); } List sequence = new ArrayList<>(); appendGuideStation(sequence, startStationId); List preferredPath = safeList(ruleConfig.getSoft() == null ? null : ruleConfig.getSoft().getPreferredPath()); if (!preferredPath.isEmpty()) { if (startStationId.equals(preferredPath.get(0))) { for (int i = 1; i < preferredPath.size(); i++) { appendGuideStation(sequence, preferredPath.get(i)); } if (sequence.get(sequence.size() - 1).equals(endStationId)) { return sequence; } } sequence.clear(); appendGuideStation(sequence, startStationId); } for (Integer stationId : safeList(ruleConfig.getWaypoint() == null ? null : ruleConfig.getWaypoint().getStations())) { appendGuideStation(sequence, stationId); } for (Integer stationId : safeList(ruleConfig.getSoft() == null ? null : ruleConfig.getSoft().getKeyStations())) { appendGuideStation(sequence, stationId); } appendGuideStation(sequence, endStationId); return sequence.size() <= 2 ? Collections.emptyList() : sequence; } private void appendGuideStation(List sequence, Integer stationId) { if (sequence == null || stationId == null) { return; } if (!sequence.isEmpty() && stationId.equals(sequence.get(sequence.size() - 1))) { return; } sequence.add(stationId); } private boolean containsEdge(List stationIdList, String edgeText) { int[] edge = parseEdge(edgeText); if (edge == null) { return false; } for (int i = 0; i < stationIdList.size() - 1; i++) { Integer current = stationIdList.get(i); Integer next = stationIdList.get(i + 1); if (current != null && next != null && current == edge[0] && next == edge[1]) { return true; } } return false; } private int[] parseEdge(String edgeText) { if (!notBlank(edgeText)) { return null; } String normalized = edgeText.replace(" ", ""); String[] parts = normalized.split("->"); if (parts.length != 2) { return null; } try { return new int[]{Integer.parseInt(parts[0]), Integer.parseInt(parts[1])}; } catch (Exception ignore) { return null; } } private PathCandidateMetrics buildCandidateMetrics(List path, Map statusMap, Map stationLoopLoadMap, StationPathProfileConfig profileConfig, StationPathRuleConfig ruleConfig, PathGlobalPolicy globalPolicy, Set outStationIdSet) { PathCandidateMetrics metrics = new PathCandidateMetrics(); metrics.path = path; metrics.pathLen = path.size(); metrics.turnCount = countTurnCount(path); metrics.liftTransferCount = countLiftTransferCount(path); List stationIdList = extractStationIdList(path); metrics.busyStationCount = countBusyStationCount(stationIdList, statusMap); metrics.runBlockCount = countRunBlockCount(stationIdList, statusMap); metrics.loopPenalty = calcLoopPenalty(stationIdList, stationLoopLoadMap); metrics.passOtherOutStationCount = countPassOtherOutStations(path, outStationIdSet); metrics.softDeviationCount = calcSoftDeviationCount(stationIdList, ruleConfig == null ? null : ruleConfig.getSoft()); double softDeviationWeight = safeDouble(profileConfig.getS1SoftDeviationWeight(), 4.0d); if (ruleConfig != null && ruleConfig.getSoft() != null && ruleConfig.getSoft().getDeviationWeight() != null) { softDeviationWeight = ruleConfig.getSoft().getDeviationWeight(); } double lenWeightFactor = globalPolicy == null ? 1.0d : globalPolicy.lenWeightFactor; double congWeightFactor = globalPolicy == null ? 1.0d : globalPolicy.congWeightFactor; double passOtherOutStationPenaltyWeight = globalPolicy == null ? 0.0d : globalPolicy.passOtherOutStationPenaltyWeight; metrics.staticCost = safeDouble(profileConfig.getS1LenWeight(), 1.0d) * lenWeightFactor * metrics.pathLen + safeDouble(profileConfig.getS1TurnWeight(), 3.0d) * metrics.turnCount + safeDouble(profileConfig.getS1LiftWeight(), 8.0d) * metrics.liftTransferCount + passOtherOutStationPenaltyWeight * metrics.passOtherOutStationCount + softDeviationWeight * metrics.softDeviationCount; metrics.dynamicCost = safeDouble(profileConfig.getS2BusyWeight(), 2.0d) * congWeightFactor * metrics.busyStationCount + safeDouble(profileConfig.getS2RunBlockWeight(), 10.0d) * metrics.runBlockCount + safeDouble(profileConfig.getS2LoopLoadWeight(), 12.0d) * metrics.loopPenalty; return metrics; } private int countTurnCount(List path) { if (path == null || path.size() < 3) { return 0; } int count = 0; for (int i = 1; i < path.size() - 1; i++) { NavigateNode prev = path.get(i - 1); NavigateNode next = path.get(i + 1); if (prev == null || next == null) { continue; } if (prev.getX() != next.getX() && prev.getY() != next.getY()) { count++; } } return count; } private int countLiftTransferCount(List path) { int count = 0; for (NavigateNode node : safeList(path)) { try { JSONObject valueObject = JSON.parseObject(node.getNodeValue()); if (valueObject == null) { continue; } Object isLiftTransfer = valueObject.get("isLiftTransfer"); if (isLiftTransfer != null) { String text = String.valueOf(isLiftTransfer); if ("1".equals(text) || "true".equalsIgnoreCase(text)) { count++; } } } catch (Exception ignore) { } } return count; } private int countBusyStationCount(List stationIdList, Map statusMap) { int count = 0; for (Integer stationId : stationIdList) { StationProtocol protocol = statusMap.get(stationId); if (protocol != null && protocol.getTaskNo() != null && protocol.getTaskNo() > 0) { count++; } } return count; } private int countRunBlockCount(List stationIdList, Map statusMap) { int count = 0; for (Integer stationId : stationIdList) { StationProtocol protocol = statusMap.get(stationId); if (protocol != null && protocol.isRunBlock()) { count++; } } return count; } private double calcLoopPenalty(List stationIdList, Map stationLoopLoadMap) { double maxLoad = 0.0d; for (Integer stationId : stationIdList) { Double load = stationLoopLoadMap.get(stationId); if (load != null && load > maxLoad) { maxLoad = load; } } return maxLoad; } private int calcSoftDeviationCount(List stationIdList, StationPathRuleConfig.SoftPreference soft) { List preferredPath = getSoftReferencePath(soft); if (preferredPath.isEmpty() || stationIdList == null || stationIdList.isEmpty()) { return 0; } int missingCount = countMissingOrderedStations(stationIdList, preferredPath); if (missingCount > 0) { return missingCount; } if (isFullSoftPreferredPath(stationIdList, preferredPath)) { return countOffPathStations(stationIdList, preferredPath); } return 0; } private List extractStationIdList(List path) { List stationIdList = new ArrayList<>(); Set seen = new HashSet<>(); for (NavigateNode node : safeList(path)) { Integer stationId = extractStationId(node); if (stationId == null) { continue; } if (seen.add(stationId)) { stationIdList.add(stationId); } } return stationIdList; } private List getSoftReferencePath(StationPathRuleConfig.SoftPreference soft) { if (soft == null) { return Collections.emptyList(); } if (soft.getPreferredPath() != null && !soft.getPreferredPath().isEmpty()) { return soft.getPreferredPath(); } if (soft.getKeyStations() != null && !soft.getKeyStations().isEmpty()) { return soft.getKeyStations(); } return Collections.emptyList(); } private boolean containsOrderedStations(List stationIdList, List targetStations) { return countMissingOrderedStations(stationIdList, targetStations) == 0; } private int countMissingOrderedStations(List stationIdList, List targetStations) { if (stationIdList == null || stationIdList.isEmpty() || targetStations == null || targetStations.isEmpty()) { return 0; } int cursor = 0; for (Integer stationId : stationIdList) { Integer expected = targetStations.get(cursor); if (expected != null && expected.equals(stationId)) { cursor++; if (cursor >= targetStations.size()) { return 0; } } } return targetStations.size() - cursor; } private boolean isFullSoftPreferredPath(List stationIdList, List preferredPath) { if (stationIdList == null || stationIdList.isEmpty() || preferredPath == null || preferredPath.isEmpty()) { return false; } Integer actualStart = stationIdList.get(0); Integer actualEnd = stationIdList.get(stationIdList.size() - 1); Integer preferredStart = preferredPath.get(0); Integer preferredEnd = preferredPath.get(preferredPath.size() - 1); return (actualStart == null ? preferredStart == null : actualStart.equals(preferredStart)) && (actualEnd == null ? preferredEnd == null : actualEnd.equals(preferredEnd)); } private int countOffPathStations(List stationIdList, List preferredPath) { if (stationIdList == null || stationIdList.isEmpty() || preferredPath == null || preferredPath.isEmpty()) { return 0; } Set preferredSet = new HashSet<>(preferredPath); int count = 0; for (int i = 1; i < stationIdList.size() - 1; i++) { Integer stationId = stationIdList.get(i); if (stationId != null && !preferredSet.contains(stationId)) { count++; } } return count; } private List> filterNonAutoStationPaths(List> allList, Map statusMap) { if (allList == null || allList.isEmpty() || statusMap == null || statusMap.isEmpty()) { return allList; } List> result = new ArrayList<>(); for (List path : allList) { if (path == null || path.isEmpty()) { continue; } if (containsNonAutoStation(path, statusMap)) { continue; } result.add(path); } return result; } private boolean containsNonAutoStation(List path, Map statusMap) { for (Integer stationId : extractStationIdList(path)) { StationProtocol protocol = statusMap.get(stationId); if (protocol != null && !protocol.isAutoing()) { return true; } } return false; } private Map loadStationStatusMap() { Map statusMap = new HashMap<>(); try { DeviceConfigService deviceConfigService = SpringUtils.getBean(DeviceConfigService.class); if (deviceConfigService == null) { return statusMap; } List devpList = deviceConfigService.list(new QueryWrapper() .eq("device_type", String.valueOf(SlaveType.Devp))); for (DeviceConfig deviceConfig : devpList) { StationThread stationThread = (StationThread) SlaveConnection.get(SlaveType.Devp, deviceConfig.getDeviceNo()); if (stationThread == null) { continue; } Map map = stationThread.getStatusMap(); if (map != null && !map.isEmpty()) { statusMap.putAll(map); } } } catch (Exception ignore) { } return statusMap; } private Map loadStationLoopLoadMap() { Map stationLoopLoadMap = new HashMap<>(); try { if (stationCycleCapacityService == null) { return stationLoopLoadMap; } StationCycleCapacityVo capacityVo = stationCycleCapacityService.getLatestSnapshot(); if (capacityVo == null || capacityVo.getLoopList() == null) { return stationLoopLoadMap; } for (StationCycleLoopVo loopVo : capacityVo.getLoopList()) { if (loopVo == null || loopVo.getStationIdList() == null) { continue; } double currentLoad = loopVo.getCurrentLoad() == null ? 0.0d : loopVo.getCurrentLoad(); for (Integer stationId : loopVo.getStationIdList()) { if (stationId != null) { stationLoopLoadMap.put(stationId, currentLoad); } } } } catch (Exception ignore) { } return stationLoopLoadMap; } private int compareDouble(double left, double right, int thenLeft1, int thenRight1, int thenLeft2, int thenRight2) { int result = Double.compare(left, right); if (result != 0) { return result; } result = Integer.compare(thenLeft1, thenRight1); if (result != 0) { return result; } return Integer.compare(thenLeft2, thenRight2); } private int safeInt(Integer value, int defaultValue) { return value == null ? defaultValue : value; } private double safeDouble(Double value, double defaultValue) { return value == null ? defaultValue : value; } private boolean notBlank(String text) { return text != null && !text.trim().isEmpty(); } private List safeList(List list) { return list == null ? Collections.emptyList() : list; } private static class PathCandidateMetrics { private List path; private int pathLen; private int turnCount; private int liftTransferCount; private int passOtherOutStationCount; private int busyStationCount; private int runBlockCount; private int softDeviationCount; private double loopPenalty; private double staticCost; private double dynamicCost; } private static class PathGlobalPolicy { private double lenWeightFactor = 1.0d; private double congWeightFactor = 1.0d; private double passOtherOutStationPenaltyWeight = 0.0d; private boolean forceSkipPassOtherOutStation = false; } private PathGlobalPolicy loadPathGlobalPolicy(StationPathProfileConfig profileConfig) { PathGlobalPolicy weights = new PathGlobalPolicy(); StationPathProfileConfig source = profileConfig == null ? StationPathProfileConfig.defaultConfig() : profileConfig; double lenWeightPercent = safeDouble(source.getStationPathLenWeightPercent(), 50.0d); double congWeightPercent = safeDouble(source.getStationPathCongWeightPercent(), 50.0d); double passOtherOutStationWeightPercent = safeDouble(source.getStationPathPassOtherOutStationWeightPercent(), 100.0d); weights.forceSkipPassOtherOutStation = Boolean.TRUE.equals(source.getStationPathPassOtherOutStationForceSkip()); lenWeightPercent = Math.max(lenWeightPercent, 0.0d); congWeightPercent = Math.max(congWeightPercent, 0.0d); passOtherOutStationWeightPercent = Math.max(passOtherOutStationWeightPercent, 0.0d); double weightSum = lenWeightPercent + congWeightPercent; if (weightSum <= 0) { weights.passOtherOutStationPenaltyWeight = passOtherOutStationWeightPercent / 100.0d * 8.0d; return weights; } weights.lenWeightFactor = (lenWeightPercent / weightSum) * 2.0d; weights.congWeightFactor = (congWeightPercent / weightSum) * 2.0d; weights.passOtherOutStationPenaltyWeight = passOtherOutStationWeightPercent / 100.0d * 8.0d; return weights; } private Set loadAllOutStationIdSet() { Set outStationIdSet = new HashSet<>(); try { BasDevpService basDevpService = SpringUtils.getBean(BasDevpService.class); if (basDevpService == null) { return outStationIdSet; } List basDevpList = basDevpService.list(new QueryWrapper().eq("status", 1)); for (BasDevp basDevp : basDevpList) { List outStationList = basDevp.getOutStationList$(); for (StationObjModel stationObjModel : outStationList) { if (stationObjModel != null && stationObjModel.getStationId() != null) { outStationIdSet.add(stationObjModel.getStationId()); } } } } catch (Exception ignore) {} return outStationIdSet; } private int countPassOtherOutStations(List path, Set outStationIdSet) { if (path == null || path.size() < 3 || outStationIdSet == null || outStationIdSet.isEmpty()) { return 0; } Integer startStationId = extractStationId(path.get(0)); Integer endStationId = extractStationId(path.get(path.size() - 1)); Set hitStationIdSet = new HashSet<>(); for (int i = 1; i < path.size() - 1; i++) { Integer stationId = extractStationId(path.get(i)); if (stationId == null) { continue; } if (startStationId != null && startStationId.equals(stationId)) { continue; } if (endStationId != null && endStationId.equals(stationId)) { continue; } if (outStationIdSet.contains(stationId)) { hitStationIdSet.add(stationId); } } return hitStationIdSet.size(); } private Integer extractStationId(NavigateNode node) { if (node == null || node.getNodeValue() == null) { return null; } try { JSONObject value = JSON.parseObject(node.getNodeValue()); if (value == null) { return null; } return value.getInteger("stationId"); } catch (Exception ignore) {} return null; } //判断当前节点到下一个节点是否为拐点 public HashMap searchInflectionPoint(NavigateNode currentNode, NavigateNode fatherNode, NavigateNode nextNode) { HashMap map = new HashMap<>(); map.put("result", false);//是否为拐点,true:拐点,false:直线 // 第一个点或直线点 if (fatherNode == null || nextNode == null || nextNode.getX() == fatherNode.getX() || nextNode.getY() == fatherNode.getY()) { return map;//不是拐点直接返回 } //拐点方向 String direction = calcDirection(currentNode, fatherNode); map.put("result", true);//拐点 map.put("direction", direction);//拐点方向(从当前节点视角看的方向) return map; } /** * 计算方向 */ public String calcDirection(NavigateNode currentNode, NavigateNode fatherNode) { //拐点方向 String direction = ""; // 普通拐点 //计算拐点方向 if (fatherNode.getX() != currentNode.getX()) { //x轴数据有差异,判断x轴方向 //当前节点X - 父节点X if (currentNode.getX() - fatherNode.getX() > 0) { //大于0,方向top direction = "top"; }else { //小于0,方向bottom direction = "bottom"; } } if (fatherNode.getY() != currentNode.getY()) { //y轴数据有差异,判断y轴方向 //当前节点Y - 父节点Y if (currentNode.getY() - fatherNode.getY() > 0) { //大于0,方向left direction = "left"; }else { //小于0,方向right direction = "right"; } } return direction; } }