From 3372040097ad2c01aeb6fd6485e89f19bf81b316 Mon Sep 17 00:00:00 2001
From: Junjie <fallin.jie@qq.com>
Date: 星期三, 18 三月 2026 17:02:34 +0800
Subject: [PATCH] #

---
 src/main/java/com/zy/common/utils/NavigateUtils.java |  862 +++++++++++++++++++++++++++++++++++++++++++++-----------
 1 files changed, 683 insertions(+), 179 deletions(-)

diff --git a/src/main/java/com/zy/common/utils/NavigateUtils.java b/src/main/java/com/zy/common/utils/NavigateUtils.java
index 620f8f7..0ec6e2c 100644
--- a/src/main/java/com/zy/common/utils/NavigateUtils.java
+++ b/src/main/java/com/zy/common/utils/NavigateUtils.java
@@ -8,10 +8,17 @@
 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;
@@ -29,19 +36,16 @@
 import com.zy.core.enums.SlaveType;
 import com.zy.core.model.protocol.StationProtocol;
 import com.zy.core.thread.StationThread;
-import com.zy.system.entity.Config;
-import com.zy.system.service.ConfigService;
 
 @Component
 public class NavigateUtils {
 
-    private static final String CFG_STATION_PATH_LEN_WEIGHT_PERCENT = "stationPathLenWeightPercent";
-    private static final String CFG_STATION_PATH_CONG_WEIGHT_PERCENT = "stationPathCongWeightPercent";
-    private static final String CFG_STATION_PATH_PASS_OTHER_OUT_STATION_WEIGHT_PERCENT = "stationPathPassOtherOutStationWeightPercent";
-    private static final String CFG_STATION_PATH_PASS_OTHER_OUT_STATION_FORCE_SKIP = "stationPathPassOtherOutStationForceSkip";
-
     @Autowired
     private BasStationService basStationService;
+    @Autowired
+    private StationPathPolicyService stationPathPolicyService;
+    @Autowired
+    private StationCycleCapacityService stationCycleCapacityService;
 
     public synchronized List<NavigateNode> calcByStationId(Integer startStationId, Integer endStationId) {
         BasStation startStation = basStationService.getById(startStationId);
@@ -63,18 +67,41 @@
             throw new CoolException("鏈壘鍒拌 缁堢偣 瀵瑰簲鐨勮妭鐐�");
         }
 
+        StationPathResolvedPolicy resolvedPolicy = resolveStationPathPolicy(startStationId, endStationId);
+        StationPathProfileConfig profileConfig = resolvedPolicy.getProfileConfig() == null
+                ? StationPathProfileConfig.defaultConfig()
+                : resolvedPolicy.getProfileConfig();
+
         long startTime = System.currentTimeMillis();
         News.info("[WCS Debug] 绔欑偣璺緞寮�濮嬭绠�,startStationId={},endStationId={}", startStationId, endStationId);
-        List<List<NavigateNode>> allList = navigateSolution.allSimplePaths(stationMap, startNode, endNode, 120, 500, 300);
+        int calcMaxDepth = safeInt(profileConfig.getCalcMaxDepth(), 120);
+        int calcMaxPaths = safeInt(profileConfig.getCalcMaxPaths(), 500);
+        int calcMaxCost = safeInt(profileConfig.getCalcMaxCost(), 300);
+        List<Integer> guideStationSequence = buildGuideStationSequence(startStationId, endStationId, resolvedPolicy.getRuleConfig());
+        List<List<NavigateNode>> allList = navigateSolution.allSimplePaths(
+                stationMap,
+                startNode,
+                endNode,
+                calcMaxDepth,
+                calcMaxPaths,
+                calcMaxCost,
+                guideStationSequence
+        );
         if (allList.isEmpty()) {
 //            throw new CoolException("鏈壘鍒拌璺緞");
+            return new ArrayList<>();
+        }
+        Map<Integer, StationProtocol> statusMap = loadStationStatusMap();
+        allList = filterNonAutoStationPaths(allList, statusMap);
+        if (allList.isEmpty()) {
+            News.info("[WCS Debug] 绔欑偣璺緞鍊欓�夊叏閮ㄨ杩囨护锛屽瓨鍦ㄩ潪鑷姩绔欑偣,startStationId={},endStationId={}", startStationId, endStationId);
             return new ArrayList<>();
         }
         News.info("[WCS Debug] 绔欑偣璺緞璁$畻瀹屾垚锛岃�楁椂锛歿}ms", System.currentTimeMillis() - startTime);
 
         startTime = System.currentTimeMillis();
         News.info("[WCS Debug] 绔欑偣璺緞鏉冮噸寮�濮嬪垎鏋�,startStationId={},endStationId={}", startStationId, endStationId);
-        List<NavigateNode> list = findStationBestPath(allList);
+        List<NavigateNode> list = findStationBestPathTwoStage(allList, resolvedPolicy);
         News.info("[WCS Debug] 绔欑偣璺緞鏉冮噸鍒嗘瀽瀹屾垚锛岃�楁椂锛歿}ms", System.currentTimeMillis() - startTime);
 
         //鍘婚噸
@@ -218,162 +245,676 @@
         return liftStationList;
     }
 
-    public synchronized List<NavigateNode> findStationBestPath(List<List<NavigateNode>> allList) {
+    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("绔欑偣璺緞绛栫暐鍔犺浇澶辫触锛屽洖閫�榛樿 twoStage: {}", e.getMessage());
+        }
+        return new StationPathResolvedPolicy();
+    }
+
+    private List<NavigateNode> findStationBestPathTwoStage(List<List<NavigateNode>> allList, StationPathResolvedPolicy resolvedPolicy) {
         if (allList == null || allList.isEmpty()) {
             return new ArrayList<>();
         }
 
-        Map<Integer, StationProtocol> statusMap = new HashMap<>();
-        try {
-            DeviceConfigService deviceConfigService = SpringUtils.getBean(DeviceConfigService.class);
-            if (deviceConfigService != null) {
-                List<DeviceConfig> devpList = deviceConfigService.list(new QueryWrapper<DeviceConfig>()
-                        .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<Integer, StationProtocol> m = stationThread.getStatusMap();
-                    if (m != null && !m.isEmpty()) {
-                        statusMap.putAll(m);
-                    }
-                }
-            }
-        } catch (Exception ignore) {}
+        StationPathRuleConfig ruleConfig = resolvedPolicy.getRuleConfig() == null
+                ? new StationPathRuleConfig()
+                : resolvedPolicy.getRuleConfig();
+        StationPathProfileConfig profileConfig = resolvedPolicy.getProfileConfig() == null
+                ? StationPathProfileConfig.defaultConfig()
+                : resolvedPolicy.getProfileConfig();
+        PathGlobalPolicy globalPolicy = loadPathGlobalPolicy(profileConfig);
 
+        List<List<NavigateNode>> filteredCandidates = applyRuleFilters(allList, ruleConfig, true);
+        if (filteredCandidates.isEmpty() && hasWaypoint(ruleConfig) && !strictWaypoint(ruleConfig)) {
+            filteredCandidates = applyRuleFilters(allList, ruleConfig, false);
+            News.info("[WCS Debug] 绔欑偣璺緞瑙勫垯宸查檷绾э紝蹇界暐鍏抽敭閫旂粡鐐圭害鏉熷悗閲嶈瘯");
+        }
+        List<List<NavigateNode>> softFilteredCandidates = applySoftPreferenceFilter(filteredCandidates, ruleConfig);
+        if (!softFilteredCandidates.isEmpty()) {
+            filteredCandidates = softFilteredCandidates;
+        } else if (hasSoftPreference(ruleConfig) && !allowSoftDegrade(ruleConfig)) {
+            News.warn("[WCS Debug] 绔欑偣璺緞杞亸濂藉懡涓絾鏃犲彲琛岃矾寰勶紝涓斾笉鍏佽闄嶇骇");
+            return new ArrayList<>();
+        } else if (hasSoftPreference(ruleConfig)) {
+            News.info("[WCS Debug] 绔欑偣璺緞瑙勫垯宸查檷绾э紝蹇界暐杞亸濂界害鏉熷悗閲嶈瘯");
+        }
+        if (filteredCandidates.isEmpty()) {
+            if (resolvedPolicy.matchedRule()) {
+                News.warn("绔欑偣璺緞瑙勫垯鍛戒腑浣嗘棤鍙璺緞锛宺uleCode={}",
+                        resolvedPolicy.getRuleEntity() == null ? "" : resolvedPolicy.getRuleEntity().getRuleCode());
+                return new ArrayList<>();
+            }
+            filteredCandidates = allList;
+        }
+
+        Map<Integer, StationProtocol> statusMap = loadStationStatusMap();
+        Map<Integer, Double> stationLoopLoadMap = loadStationLoopLoadMap();
         Set<Integer> outStationIdSet = loadAllOutStationIdSet();
-
-        double lenWeightPercent = 50.0;
-        double congWeightPercent = 50.0;
-        double passOtherOutStationWeightPercent = 100.0;
-        boolean forceSkipPassOtherOutStation = false;
-        try {
-            ConfigService configService = SpringUtils.getBean(ConfigService.class);
-            if (configService != null) {
-                lenWeightPercent = loadDoubleConfig(configService, CFG_STATION_PATH_LEN_WEIGHT_PERCENT, lenWeightPercent);
-                congWeightPercent = loadDoubleConfig(configService, CFG_STATION_PATH_CONG_WEIGHT_PERCENT, congWeightPercent);
-                passOtherOutStationWeightPercent = loadDoubleConfig(configService, CFG_STATION_PATH_PASS_OTHER_OUT_STATION_WEIGHT_PERCENT, passOtherOutStationWeightPercent);
-                forceSkipPassOtherOutStation = loadBooleanConfig(configService, CFG_STATION_PATH_PASS_OTHER_OUT_STATION_FORCE_SKIP, false);
+        List<PathCandidateMetrics> metricsList = new ArrayList<>();
+        int skippedByOtherOutStation = 0;
+        for (List<NavigateNode> path : filteredCandidates) {
+            if (path == null || path.isEmpty()) {
+                continue;
             }
-        } catch (Exception ignore) {}
+            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] 绔欑偣璺緞鍊欓�夊叏閮ㄨ杩囨护锛屽洜缁忚繃鍏朵粬鍑哄簱绔欑偣,startStationId={},endStationId={}",
+                        resolvedPolicy.getRuleEntity() == null ? null : resolvedPolicy.getRuleEntity().getStartStationId(),
+                        resolvedPolicy.getRuleEntity() == null ? null : resolvedPolicy.getRuleEntity().getEndStationId());
+            }
+            return new ArrayList<>();
+        }
 
-        List<List<NavigateNode>> candidates = new ArrayList<>();
-        List<Integer> lens = new ArrayList<>();
-        List<Integer> tasksList = new ArrayList<>();
-        List<Double> congs = new ArrayList<>();
-        List<Integer> passOtherOutStationCounts = new ArrayList<>();
-        int skippedByPassOtherOutStation = 0;
+        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<PathCandidateMetrics> 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<List<NavigateNode>> applyRuleFilters(List<List<NavigateNode>> allList,
+                                                      StationPathRuleConfig ruleConfig,
+                                                      boolean includeWaypoint) {
+        if (allList == null || allList.isEmpty()) {
+            return new ArrayList<>();
+        }
+        if (ruleConfig == null) {
+            return allList;
+        }
+
+        List<List<NavigateNode>> result = new ArrayList<>();
         for (List<NavigateNode> path : allList) {
             if (path == null || path.isEmpty()) {
                 continue;
             }
-            int len = path.size();
-            int tasks = 0;
-            HashSet<Integer> stationIdSet = new HashSet<>();
-            for (NavigateNode node : path) {
-                JSONObject value = null;
-                try {
-                    value = JSON.parseObject(node.getNodeValue());
-                } catch (Exception ignore) {}
-                if (value == null) {
-                    continue;
-                }
-                Integer stationId = value.getInteger("stationId");
-                if (stationId == null) {
-                    continue;
-                }
-                if (!stationIdSet.add(stationId)) {
-                    continue;
-                }
-                StationProtocol protocol = statusMap.get(stationId);
-                if (protocol != null && protocol.getTaskNo() != null && protocol.getTaskNo() > 0) {
-                    tasks++;
-                }
-            }
-            double cong = len <= 0 ? 0.0 : (double) tasks / (double) len;
-            int passOtherOutStationCount = countPassOtherOutStations(path, outStationIdSet);
-            if (forceSkipPassOtherOutStation && passOtherOutStationCount > 0) {
-                skippedByPassOtherOutStation++;
-                News.info("[WCS Debug] 绔欑偣璺緞鍊欓�夊凡璺宠繃锛屽洜缁忚繃鍏朵粬鍑哄簱绔欑偣,startStationId={},endStationId={},passOtherOutStationCount={}",
-                        extractStationId(path.get(0)),
-                        extractStationId(path.get(path.size() - 1)),
-                        passOtherOutStationCount);
+            List<Integer> stationIdList = extractStationIdList(path);
+            if (!matchHardConstraint(stationIdList, ruleConfig.getHard())) {
                 continue;
             }
-            candidates.add(path);
-            lens.add(len);
-            tasksList.add(tasks);
-            congs.add(cong);
-            passOtherOutStationCounts.add(passOtherOutStationCount);
-        }
-
-        if (candidates.isEmpty()) {
-            if (forceSkipPassOtherOutStation && skippedByPassOtherOutStation > 0) {
-                News.info("[WCS Debug] 鎵�鏈夌珯鐐硅矾寰勫�欓�夊潎鍥犵粡杩囧叾浠栧嚭搴撶珯鐐硅寮哄埗璺宠繃");
-                return new ArrayList<>();
+            if (includeWaypoint && !matchWaypointConstraint(stationIdList, ruleConfig.getWaypoint())) {
+                continue;
             }
-            return allList.get(0);
+            result.add(path);
+        }
+        return result;
+    }
+
+    private List<List<NavigateNode>> applySoftPreferenceFilter(List<List<NavigateNode>> allList,
+                                                               StationPathRuleConfig ruleConfig) {
+        if (allList == null || allList.isEmpty() || ruleConfig == null) {
+            return new ArrayList<>();
+        }
+        StationPathRuleConfig.SoftPreference soft = ruleConfig.getSoft();
+        List<Integer> preferredPath = getSoftReferencePath(soft);
+        if (preferredPath.isEmpty()) {
+            return allList;
         }
 
-        int minLen = Integer.MAX_VALUE;
-        int maxLen = Integer.MIN_VALUE;
-        double minCong = Double.MAX_VALUE;
-        double maxCong = -Double.MAX_VALUE;
-        int minPassOtherOutStationCount = Integer.MAX_VALUE;
-        int maxPassOtherOutStationCount = Integer.MIN_VALUE;
-        for (int i = 0; i < candidates.size(); i++) {
-            int l = lens.get(i);
-            double c = congs.get(i);
-            int p = passOtherOutStationCounts.get(i);
-            if (l < minLen) minLen = l;
-            if (l > maxLen) maxLen = l;
-            if (c < minCong) minCong = c;
-            if (c > maxCong) maxCong = c;
-            if (p < minPassOtherOutStationCount) minPassOtherOutStationCount = p;
-            if (p > maxPassOtherOutStationCount) maxPassOtherOutStationCount = p;
+        List<List<NavigateNode>> result = new ArrayList<>();
+        for (List<NavigateNode> path : allList) {
+            if (path == null || path.isEmpty()) {
+                continue;
+            }
+            List<Integer> stationIdList = extractStationIdList(path);
+            if (!matchSoftConstraint(stationIdList, soft)) {
+                continue;
+            }
+            result.add(path);
         }
+        return result;
+    }
 
-        double weightSum = lenWeightPercent + congWeightPercent + passOtherOutStationWeightPercent;
-        double lenW = weightSum <= 0 ? 0.5 : lenWeightPercent / weightSum;
-        double congW = weightSum <= 0 ? 0.5 : congWeightPercent / weightSum;
-        double passOtherOutStationW = weightSum <= 0 ? 0.0 : passOtherOutStationWeightPercent / weightSum;
-
-        List<NavigateNode> best = null;
-        double bestCost = Double.MAX_VALUE;
-        int bestPassOtherOutStationCount = Integer.MAX_VALUE;
-        int bestTasks = Integer.MAX_VALUE;
-        int bestLen = Integer.MAX_VALUE;
-        for (int i = 0; i < candidates.size(); i++) {
-            int l = lens.get(i);
-            int t = tasksList.get(i);
-            double c = congs.get(i);
-            int p = passOtherOutStationCounts.get(i);
-            //褰掍竴鍖�
-            double lenNorm = (maxLen - minLen) <= 0 ? 0.0 : (l - minLen) / (double) (maxLen - minLen);
-            double congNorm = (maxCong - minCong) <= 0 ? 0.0 : (c - minCong) / (double) (maxCong - minCong);
-            double passOtherOutStationNorm = (maxPassOtherOutStationCount - minPassOtherOutStationCount) <= 0
-                    ? 0.0
-                    : (p - minPassOtherOutStationCount) / (double) (maxPassOtherOutStationCount - minPassOtherOutStationCount);
-            //鑾峰彇鏉冮噸
-            double cost = lenNorm * lenW + congNorm * congW + passOtherOutStationNorm * passOtherOutStationW;
-            if (cost < bestCost
-                    || (cost == bestCost && p < bestPassOtherOutStationCount)
-                    || (cost == bestCost && p == bestPassOtherOutStationCount && t < bestTasks)
-                    || (cost == bestCost && p == bestPassOtherOutStationCount && t == bestTasks && l < bestLen)) {
-                best = candidates.get(i);
-                bestCost = cost;
-                bestPassOtherOutStationCount = p;
-                bestTasks = t;
-                bestLen = l;
+    private boolean matchHardConstraint(List<Integer> stationIdList, StationPathRuleConfig.HardConstraint hard) {
+        if (stationIdList == null) {
+            return false;
+        }
+        if (hard == null) {
+            return true;
+        }
+        Set<Integer> stationIdSet = new HashSet<>(stationIdList);
+        for (Integer stationId : safeList(hard.getMustPassStations())) {
+            if (stationId != null && !stationIdSet.contains(stationId)) {
+                return false;
             }
         }
-
-        if (best == null) {
-            return allList.get(0);
+        for (Integer stationId : safeList(hard.getForbidStations())) {
+            if (stationId != null && stationIdSet.contains(stationId)) {
+                return false;
+            }
         }
-        return best;
+        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<Integer> 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<Integer> stationIdList, StationPathRuleConfig.SoftPreference soft) {
+        List<Integer> 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<Integer> buildGuideStationSequence(Integer startStationId,
+                                                    Integer endStationId,
+                                                    StationPathRuleConfig ruleConfig) {
+        if (startStationId == null || endStationId == null || ruleConfig == null) {
+            return Collections.emptyList();
+        }
+
+        List<Integer> sequence = new ArrayList<>();
+        appendGuideStation(sequence, startStationId);
+
+        List<Integer> 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<Integer> 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<Integer> 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<NavigateNode> path,
+                                                       Map<Integer, StationProtocol> statusMap,
+                                                       Map<Integer, Double> stationLoopLoadMap,
+                                                       StationPathProfileConfig profileConfig,
+                                                       StationPathRuleConfig ruleConfig,
+                                                       PathGlobalPolicy globalPolicy,
+                                                       Set<Integer> outStationIdSet) {
+        PathCandidateMetrics metrics = new PathCandidateMetrics();
+        metrics.path = path;
+        metrics.pathLen = path.size();
+        metrics.turnCount = countTurnCount(path);
+        metrics.liftTransferCount = countLiftTransferCount(path);
+
+        List<Integer> 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<NavigateNode> 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<NavigateNode> 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<Integer> stationIdList, Map<Integer, StationProtocol> 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<Integer> stationIdList, Map<Integer, StationProtocol> 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<Integer> stationIdList, Map<Integer, Double> 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<Integer> stationIdList, StationPathRuleConfig.SoftPreference soft) {
+        List<Integer> 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<Integer> extractStationIdList(List<NavigateNode> path) {
+        List<Integer> stationIdList = new ArrayList<>();
+        Set<Integer> 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<Integer> 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<Integer> stationIdList, List<Integer> targetStations) {
+        return countMissingOrderedStations(stationIdList, targetStations) == 0;
+    }
+
+    private int countMissingOrderedStations(List<Integer> stationIdList, List<Integer> 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<Integer> stationIdList, List<Integer> 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<Integer> stationIdList, List<Integer> preferredPath) {
+        if (stationIdList == null || stationIdList.isEmpty() || preferredPath == null || preferredPath.isEmpty()) {
+            return 0;
+        }
+        Set<Integer> 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<List<NavigateNode>> filterNonAutoStationPaths(List<List<NavigateNode>> allList,
+                                                               Map<Integer, StationProtocol> statusMap) {
+        if (allList == null || allList.isEmpty() || statusMap == null || statusMap.isEmpty()) {
+            return allList;
+        }
+
+        List<List<NavigateNode>> result = new ArrayList<>();
+        for (List<NavigateNode> path : allList) {
+            if (path == null || path.isEmpty()) {
+                continue;
+            }
+            if (containsNonAutoStation(path, statusMap)) {
+                continue;
+            }
+            result.add(path);
+        }
+        return result;
+    }
+
+    private boolean containsNonAutoStation(List<NavigateNode> path, Map<Integer, StationProtocol> statusMap) {
+        for (Integer stationId : extractStationIdList(path)) {
+            StationProtocol protocol = statusMap.get(stationId);
+            if (protocol != null && !protocol.isAutoing()) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private Map<Integer, StationProtocol> loadStationStatusMap() {
+        Map<Integer, StationProtocol> statusMap = new HashMap<>();
+        try {
+            DeviceConfigService deviceConfigService = SpringUtils.getBean(DeviceConfigService.class);
+            if (deviceConfigService == null) {
+                return statusMap;
+            }
+            List<DeviceConfig> devpList = deviceConfigService.list(new QueryWrapper<DeviceConfig>()
+                    .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<Integer, StationProtocol> map = stationThread.getStatusMap();
+                if (map != null && !map.isEmpty()) {
+                    statusMap.putAll(map);
+                }
+            }
+        } catch (Exception ignore) {
+        }
+        return statusMap;
+    }
+
+    private Map<Integer, Double> loadStationLoopLoadMap() {
+        Map<Integer, Double> 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 <T> List<T> safeList(List<T> list) {
+        return list == null ? Collections.emptyList() : list;
+    }
+
+    private static class PathCandidateMetrics {
+        private List<NavigateNode> 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<Integer> loadAllOutStationIdSet() {
@@ -433,43 +974,6 @@
             return value.getInteger("stationId");
         } catch (Exception ignore) {}
         return null;
-    }
-
-    private double loadDoubleConfig(ConfigService configService, String code, double defaultValue) {
-        if (configService == null || code == null) {
-            return defaultValue;
-        }
-        Config config = configService.getOne(new QueryWrapper<Config>().eq("code", code));
-        if (config == null || config.getValue() == null) {
-            return defaultValue;
-        }
-        String value = config.getValue().trim();
-        if (value.endsWith("%")) {
-            value = value.substring(0, value.length() - 1);
-        }
-        try {
-            return Double.parseDouble(value);
-        } catch (Exception ignore) {}
-        return defaultValue;
-    }
-
-    private boolean loadBooleanConfig(ConfigService configService, String code, boolean defaultValue) {
-        if (configService == null || code == null) {
-            return defaultValue;
-        }
-        Config config = configService.getOne(new QueryWrapper<Config>().eq("code", code));
-        if (config == null || config.getValue() == null) {
-            return defaultValue;
-        }
-        String value = config.getValue().trim();
-        if (value.isEmpty()) {
-            return defaultValue;
-        }
-        return "1".equals(value)
-                || "true".equalsIgnoreCase(value)
-                || "yes".equalsIgnoreCase(value)
-                || "y".equalsIgnoreCase(value)
-                || "on".equalsIgnoreCase(value);
     }
 
     //鍒ゆ柇褰撳墠鑺傜偣鍒颁笅涓�涓妭鐐规槸鍚︿负鎷愮偣

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