From b6a5196e33123840bb4472993816ba2fd9d72cc3 Mon Sep 17 00:00:00 2001
From: Junjie <fallin.jie@qq.com>
Date: 星期四, 02 四月 2026 13:31:23 +0800
Subject: [PATCH] #算法优化

---
 src/main/java/com/zy/core/thread/impl/ZyStationV5Thread.java                |    2 
 src/main/java/com/zy/core/utils/station/StationDispatchLoadSupport.java     |    6 
 src/main/java/com/zy/asrs/controller/BasStationPathPolicyController.java    |    4 
 src/main/java/com/zy/core/thread/impl/ZyStationV3Thread.java                |    2 
 src/main/java/com/zy/core/thread/impl/ZyStationV4Thread.java                |    2 
 src/main/java/com/zy/core/utils/station/StationOutboundDecisionSupport.java |    4 
 src/main/java/com/zy/asrs/domain/path/StationPathCalcMode.java              |   13 +
 src/main/java/com/zy/common/utils/NavigateUtils.java                        |  647 ++++++++++++++++++++++++++++++++++++++++++++++++++---
 8 files changed, 632 insertions(+), 48 deletions(-)

diff --git a/src/main/java/com/zy/asrs/controller/BasStationPathPolicyController.java b/src/main/java/com/zy/asrs/controller/BasStationPathPolicyController.java
index 33d83e2..d5c8db0 100644
--- a/src/main/java/com/zy/asrs/controller/BasStationPathPolicyController.java
+++ b/src/main/java/com/zy/asrs/controller/BasStationPathPolicyController.java
@@ -172,7 +172,7 @@
                      @RequestParam Integer endStationId,
                      @RequestParam(required = false, defaultValue = "false") Boolean includeMapData) {
         StationPathResolvedPolicy resolved = stationPathPolicyService.resolvePolicy(startStationId, endStationId);
-        List<NavigateNode> nodes = navigateUtils.calcByStationId(startStationId, endStationId);
+        List<NavigateNode> nodes = navigateUtils.calcOptimalPathByStationId(startStationId, endStationId, null, null);
         List<Integer> stationIdList = new ArrayList<>();
         List<Map<String, Object>> nodeList = new ArrayList<>();
         Set<Integer> seen = new HashSet<>();
@@ -238,7 +238,7 @@
                 }
                 continue;
             }
-            List<NavigateNode> segmentNodes = navigateUtils.calcByStationId(segmentStart, segmentEnd);
+            List<NavigateNode> segmentNodes = navigateUtils.calcOptimalPathByStationId(segmentStart, segmentEnd, null, null);
             List<Integer> segmentStationIds = extractStationIds(segmentNodes);
             if (segmentStationIds.isEmpty()) {
                 return R.error("鏈壘鍒� " + segmentStart + " 鍒� " + segmentEnd + " 鐨勫彲琛岃矾寰�");
diff --git a/src/main/java/com/zy/asrs/domain/path/StationPathCalcMode.java b/src/main/java/com/zy/asrs/domain/path/StationPathCalcMode.java
new file mode 100644
index 0000000..14e6dec
--- /dev/null
+++ b/src/main/java/com/zy/asrs/domain/path/StationPathCalcMode.java
@@ -0,0 +1,13 @@
+package com.zy.asrs.domain.path;
+
+/**
+ * 杈撻�佺珯鐐硅矾寰勮绠楁ā寮忋��
+ * REACHABILITY: 鍙垽鏂彲杈撅紝涓嶈�冭檻鎷ュ牭绛夊姩鎬佸洜绱狅紝浼樺厛杩斿洖鏈�蹇彲琛岃矾寰勩��
+ * OPTIMAL: 姝e父鍛戒护鐢熸垚鍦烘櫙锛屽彧璁$畻鍗曟潯鏈�浼樿矾寰勶紝涓嶆灇涓惧叏閮ㄥ�欓�夈��
+ * REROUTE: 閲嶈鍒掑満鏅紝闇�瑕佹灇涓惧�欓�夎矾绾垮悗鍐嶅仛鎷╀紭銆�
+ */
+public enum StationPathCalcMode {
+    REACHABILITY,
+    OPTIMAL,
+    REROUTE
+}
diff --git a/src/main/java/com/zy/common/utils/NavigateUtils.java b/src/main/java/com/zy/common/utils/NavigateUtils.java
index 541c143..74c70f6 100644
--- a/src/main/java/com/zy/common/utils/NavigateUtils.java
+++ b/src/main/java/com/zy/common/utils/NavigateUtils.java
@@ -7,8 +7,10 @@
 import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Map;
+import java.util.PriorityQueue;
 import java.util.Set;
 
+import com.zy.asrs.domain.path.StationPathCalcMode;
 import com.zy.asrs.domain.path.StationPathProfileConfig;
 import com.zy.asrs.domain.path.StationPathResolvedPolicy;
 import com.zy.asrs.domain.path.StationPathRuleConfig;
@@ -73,42 +75,28 @@
     @Autowired
     private StationTaskTraceRegistry stationTaskTraceRegistry;
 
-    public synchronized List<NavigateNode> calcByStationId(Integer startStationId, Integer endStationId) {
-        return calcByStationId(startStationId, endStationId, null, null, false);
-    }
-
-    public synchronized List<NavigateNode> calcByStationId(Integer startStationId,
-                                                           Integer endStationId,
-                                                           Double pathLenFactor) {
-        return calcByStationId(startStationId, endStationId, null, pathLenFactor, false);
-    }
-
-    public synchronized List<NavigateNode> calcByStationId(Integer startStationId, Integer endStationId, Integer currentTaskNo) {
-        return calcByStationId(startStationId, endStationId, currentTaskNo, null, false);
-    }
-
-    public synchronized List<NavigateNode> calcByStationId(Integer startStationId,
-                                                           Integer endStationId,
-                                                           Integer currentTaskNo,
-                                                           Double pathLenFactor) {
-        return calcByStationId(startStationId, endStationId, currentTaskNo, pathLenFactor, false);
+    public synchronized List<NavigateNode> calcOptimalPathByStationId(Integer startStationId,
+                                                                      Integer endStationId,
+                                                                      Integer currentTaskNo,
+                                                                      Double pathLenFactor) {
+        return calcPathByStationId(startStationId, endStationId, currentTaskNo, pathLenFactor, StationPathCalcMode.OPTIMAL);
     }
 
     public synchronized List<NavigateNode> calcReachablePathByStationId(Integer startStationId, Integer endStationId) {
-        return calcByStationId(startStationId, endStationId, null, null, true);
-    }
-
-    public synchronized List<List<NavigateNode>> calcCandidatePathByStationId(Integer startStationId,
-                                                                              Integer endStationId,
-                                                                              Integer currentTaskNo) {
-        return calcCandidatePathByStationId(startStationId, endStationId, currentTaskNo, null);
+        return calcPathByStationId(startStationId, endStationId, null, null, StationPathCalcMode.REACHABILITY);
     }
 
     public synchronized List<List<NavigateNode>> calcCandidatePathByStationId(Integer startStationId,
                                                                               Integer endStationId,
                                                                               Integer currentTaskNo,
                                                                               Double pathLenFactor) {
-        StationPathSearchContext context = buildStationPathSearchContext(startStationId, endStationId);
+        StationPathResolvedPolicy resolvedPolicy = resolveStationPathPolicy(startStationId, endStationId);
+        StationPathSearchContext context = buildStationPathSearchContext(
+                startStationId,
+                endStationId,
+                resolvedPolicy,
+                StationPathCalcMode.REROUTE
+        );
         if (context.allList.isEmpty()) {
             return new ArrayList<>();
         }
@@ -137,16 +125,36 @@
         return snapshot;
     }
 
-    private synchronized List<NavigateNode> calcByStationId(Integer startStationId,
-                                                            Integer endStationId,
-                                                            Integer currentTaskNo,
-                                                            Double pathLenFactor,
-                                                            boolean reachabilityOnly) {
-        StationPathSearchContext context = buildStationPathSearchContext(startStationId, endStationId);
+    private synchronized List<NavigateNode> calcPathByStationId(Integer startStationId,
+                                                                Integer endStationId,
+                                                                Integer currentTaskNo,
+                                                                Double pathLenFactor,
+                                                                StationPathCalcMode calcMode) {
+        StationPathResolvedPolicy resolvedPolicy = resolveStationPathPolicy(startStationId, endStationId);
+        if (calcMode != StationPathCalcMode.REROUTE) {
+            List<NavigateNode> directPath = findStationDirectPath(
+                    startStationId,
+                    endStationId,
+                    currentTaskNo,
+                    pathLenFactor,
+                    calcMode,
+                    resolvedPolicy
+            );
+            if (!directPath.isEmpty()) {
+                return normalizeStationPath(directPath);
+            }
+        }
+
+        StationPathSearchContext context = buildStationPathSearchContext(
+                startStationId,
+                endStationId,
+                resolvedPolicy,
+                calcMode
+        );
         if (context.allList.isEmpty()) {
             return new ArrayList<>();
         }
-        List<NavigateNode> list = reachabilityOnly
+        List<NavigateNode> list = calcMode == StationPathCalcMode.REACHABILITY
                 ? findStationReachablePath(context.allList, context.resolvedPolicy, startStationId, endStationId)
                 : findStationBestPathTwoStage(context.allList, context.resolvedPolicy, currentTaskNo, pathLenFactor, startStationId, endStationId);
         return normalizeStationPath(list);
@@ -261,6 +269,502 @@
             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> findStationDirectPath(Integer startStationId,
+                                                     Integer endStationId,
+                                                     Integer currentTaskNo,
+                                                     Double pathLenFactor,
+                                                     StationPathCalcMode calcMode,
+                                                     StationPathResolvedPolicy resolvedPolicy) {
+        if (!supportsDirectPathMode(calcMode, resolvedPolicy, pathLenFactor)) {
+            return new ArrayList<>();
+        }
+
+        DirectStationPathContext context = buildDirectStationPathContext(
+                startStationId,
+                endStationId,
+                currentTaskNo,
+                calcMode,
+                resolvedPolicy
+        );
+        if (context == null) {
+            return new ArrayList<>();
+        }
+
+        long startTime = System.currentTimeMillis();
+        News.info("[WCS Debug] 绔欑偣璺緞蹇�熻绠楀紑濮�,startStationId={},endStationId={},mode={}",
+                startStationId,
+                endStationId,
+                calcMode.name());
+
+        DirectPathSearchResult searchResult = searchDirectPathWithFallback(
+                context,
+                true,
+                calcMode == StationPathCalcMode.OPTIMAL
+        );
+        if (searchResult.path.isEmpty() && hasWaypoint(context.ruleConfig) && !strictWaypoint(context.ruleConfig)) {
+            searchResult = searchDirectPathWithFallback(
+                    context,
+                    false,
+                    calcMode == StationPathCalcMode.OPTIMAL
+            );
+            if (!searchResult.path.isEmpty()) {
+                News.info("[WCS Debug] 绔欑偣璺緞蹇�熻绠楀凡闄嶇骇锛屽拷鐣ュ叧閿�旂粡鐐圭害鏉熷悗閲嶈瘯");
+            }
+        }
+        if (searchResult.path.isEmpty()) {
+            return new ArrayList<>();
+        }
+
+        if (!isDirectPathValid(
+                searchResult.path,
+                context,
+                searchResult.includeWaypoint,
+                searchResult.includeSoftPreference)) {
+            return new ArrayList<>();
+        }
+
+        News.info("[WCS Debug] 绔欑偣璺緞蹇�熻绠楀畬鎴愶紝鑰楁椂锛歿}ms,startStationId={},endStationId={},mode={}",
+                System.currentTimeMillis() - startTime,
+                startStationId,
+                endStationId,
+                calcMode.name());
+        return searchResult.path;
+    }
+
+    private DirectPathSearchResult searchDirectPathWithFallback(DirectStationPathContext context,
+                                                                boolean includeWaypoint,
+                                                                boolean includeSoftPreference) {
+        List<NavigateNode> path = searchDirectPath(context, includeWaypoint, includeSoftPreference);
+        if (!path.isEmpty()) {
+            return new DirectPathSearchResult(path, includeWaypoint, includeSoftPreference);
+        }
+        if (includeSoftPreference && hasSoftPreference(context.ruleConfig) && allowSoftDegrade(context.ruleConfig)) {
+            List<NavigateNode> degradedPath = searchDirectPath(context, includeWaypoint, false);
+            if (!degradedPath.isEmpty()) {
+                News.info("[WCS Debug] 绔欑偣璺緞蹇�熻绠楀凡闄嶇骇锛屽拷鐣ヨ蒋鍋忓ソ绾︽潫鍚庨噸璇�");
+            }
+            return new DirectPathSearchResult(degradedPath, includeWaypoint, false);
+        }
+        return DirectPathSearchResult.empty(includeWaypoint, includeSoftPreference);
+    }
+
+    private List<NavigateNode> searchDirectPath(DirectStationPathContext context,
+                                                boolean includeWaypoint,
+                                                boolean includeSoftPreference) {
+        List<Integer> guideStationSequence = buildDirectGuideStationSequence(
+                context.startStationId,
+                context.endStationId,
+                context.ruleConfig,
+                includeWaypoint,
+                includeSoftPreference
+        );
+        if (guideStationSequence.isEmpty()) {
+            guideStationSequence = new ArrayList<>();
+            guideStationSequence.add(context.startStationId);
+            guideStationSequence.add(context.endStationId);
+        }
+
+        List<NavigateNode> result = new ArrayList<>();
+        for (int i = 1; i < guideStationSequence.size(); i++) {
+            Integer segmentStartStationId = guideStationSequence.get(i - 1);
+            Integer segmentEndStationId = guideStationSequence.get(i);
+            if (segmentStartStationId == null || segmentEndStationId == null) {
+                return new ArrayList<>();
+            }
+
+            NavigateNode segmentStartNode = context.navigateSolution.findStationNavigateNode(context.stationMap, segmentStartStationId);
+            NavigateNode segmentEndNode = context.navigateSolution.findStationNavigateNode(context.stationMap, segmentEndStationId);
+            if (segmentStartNode == null || segmentEndNode == null) {
+                return new ArrayList<>();
+            }
+
+            List<NavigateNode> segmentPath = searchDirectPathSegment(
+                    context,
+                    segmentStartNode,
+                    segmentEndNode,
+                    includeSoftPreference
+            );
+            if (segmentPath.isEmpty()) {
+                return new ArrayList<>();
+            }
+            mergeSegmentPath(result, segmentPath);
+        }
+        return result;
+    }
+
+    private List<NavigateNode> searchDirectPathSegment(DirectStationPathContext context,
+                                                       NavigateNode startNode,
+                                                       NavigateNode endNode,
+                                                       boolean includeSoftPreference) {
+        PriorityQueue<DirectPathState> openQueue = new PriorityQueue<>((left, right) -> {
+            int compare = Double.compare(left.fScore, right.fScore);
+            if (compare != 0) {
+                return compare;
+            }
+            return Double.compare(left.gScore, right.gScore);
+        });
+        Map<String, Double> bestScoreMap = new HashMap<>();
+        DirectPathState startState = new DirectPathState(startNode, null, 0.0d, calcHeuristicScore(startNode, endNode));
+        openQueue.offer(startState);
+        bestScoreMap.put(buildDirectStateKey(startState), 0.0d);
+
+        while (!openQueue.isEmpty()) {
+            DirectPathState currentState = openQueue.poll();
+            if (sameCoordinate(currentState.node, endNode)) {
+                return buildDirectPath(currentState);
+            }
+
+            List<NavigateNode> nextNodeList = context.navigateSolution.extend_current_node(context.stationMap, currentState.node);
+            for (NavigateNode nextNode : safeList(nextNodeList)) {
+                if (!isDirectTransitionAllowed(context, currentState.node, nextNode, endNode)) {
+                    continue;
+                }
+
+                double stepCost = calcDirectStepCost(
+                        context,
+                        currentState.parent == null ? null : currentState.parent.node,
+                        currentState.node,
+                        nextNode,
+                        endNode,
+                        includeSoftPreference
+                );
+                double nextGScore = currentState.gScore + stepCost;
+                DirectPathState nextState = new DirectPathState(
+                        nextNode,
+                        currentState,
+                        nextGScore,
+                        nextGScore + calcHeuristicScore(nextNode, endNode)
+                );
+                String stateKey = buildDirectStateKey(nextState);
+                Double recordedScore = bestScoreMap.get(stateKey);
+                if (recordedScore != null && recordedScore <= nextGScore) {
+                    continue;
+                }
+                bestScoreMap.put(stateKey, nextGScore);
+                openQueue.offer(nextState);
+            }
+        }
+        return new ArrayList<>();
+    }
+
+    private boolean isDirectTransitionAllowed(DirectStationPathContext context,
+                                              NavigateNode currentNode,
+                                              NavigateNode nextNode,
+                                              NavigateNode endNode) {
+        if (nextNode == null) {
+            return false;
+        }
+        Integer nextStationId = extractStationId(nextNode);
+        Integer currentStationId = extractStationId(currentNode);
+        Integer endStationId = extractStationId(endNode);
+
+        if (nextStationId != null && !nextStationId.equals(endStationId)) {
+            if (context.forbidStationIdSet.contains(nextStationId)) {
+                return false;
+            }
+            StationProtocol protocol = context.statusMap.get(nextStationId);
+            if (protocol != null && !protocol.isAutoing()) {
+                return false;
+            }
+            if (context.globalPolicy.forceSkipPassOtherOutStation
+                    && context.outStationIdSet.contains(nextStationId)
+                    && !nextStationId.equals(context.startStationId)
+                    && !nextStationId.equals(context.endStationId)) {
+                return false;
+            }
+        }
+
+        if (currentStationId != null && nextStationId != null) {
+            String edgeKey = currentStationId + "->" + nextStationId;
+            if (context.forbidEdgeSet.contains(edgeKey)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    private double calcDirectStepCost(DirectStationPathContext context,
+                                      NavigateNode prevNode,
+                                      NavigateNode currentNode,
+                                      NavigateNode nextNode,
+                                      NavigateNode endNode,
+                                      boolean includeSoftPreference) {
+        double stepCost = safeDouble(context.profileConfig.getS1LenWeight(), 1.0d) * context.globalPolicy.lenWeightFactor;
+        stepCost += safeDouble(context.profileConfig.getS1TurnWeight(), 3.0d)
+                * calcDirectTurnPenalty(prevNode, currentNode, nextNode, endNode);
+        stepCost += safeDouble(context.profileConfig.getS1LiftWeight(), 8.0d) * calcLiftTransferPenalty(nextNode);
+
+        if (context.calcMode == StationPathCalcMode.REACHABILITY) {
+            return Math.max(stepCost, 1.0d);
+        }
+
+        Integer stationId = extractStationId(nextNode);
+        if (stationId != null) {
+            double congWeightFactor = context.globalPolicy.congWeightFactor;
+            stepCost += safeDouble(context.profileConfig.getS2BusyWeight(), 2.0d)
+                    * congWeightFactor
+                    * context.trafficSnapshot.congestionScoreMap.getOrDefault(stationId, 0.0d);
+            stepCost += safeDouble(context.profileConfig.getS2QueueWeight(), 2.5d)
+                    * context.trafficSnapshot.queueDepthMap.getOrDefault(stationId, 0);
+            stepCost += safeDouble(context.profileConfig.getS2WaitWeight(), 1.5d)
+                    * (context.trafficSnapshot.estimatedWaitSecondsMap.getOrDefault(stationId, 0.0d) / 60.0d);
+            StationProtocol protocol = context.statusMap.get(stationId);
+            if (protocol != null && protocol.isRunBlock()) {
+                stepCost += safeDouble(context.profileConfig.getS2RunBlockWeight(), 10.0d);
+            }
+            stepCost += safeDouble(context.profileConfig.getS2LoopLoadWeight(), 12.0d)
+                    * context.stationLoopLoadMap.getOrDefault(stationId, 0.0d);
+            if (context.outStationIdSet.contains(stationId)
+                    && !stationId.equals(context.startStationId)
+                    && !stationId.equals(context.endStationId)) {
+                stepCost += context.globalPolicy.passOtherOutStationPenaltyWeight;
+            }
+
+            if (includeSoftPreference && context.softReferenceStationSet.contains(stationId)) {
+                stepCost -= 0.25d;
+            } else if (includeSoftPreference
+                    && stationId != null
+                    && !stationId.equals(context.startStationId)
+                    && !stationId.equals(context.endStationId)
+                    && !context.softReferenceStationSet.isEmpty()) {
+                double softDeviationWeight = safeDouble(context.profileConfig.getS1SoftDeviationWeight(), 4.0d);
+                if (context.ruleConfig.getSoft() != null && context.ruleConfig.getSoft().getDeviationWeight() != null) {
+                    softDeviationWeight = context.ruleConfig.getSoft().getDeviationWeight();
+                }
+                stepCost += softDeviationWeight;
+            }
+        }
+
+        return Math.max(stepCost, 1.0d);
+    }
+
+    private int calcDirectTurnPenalty(NavigateNode prevNode,
+                                      NavigateNode currentNode,
+                                      NavigateNode nextNode,
+                                      NavigateNode endNode) {
+        if (prevNode == null || currentNode == null || nextNode == null) {
+            return 0;
+        }
+        if (nextNode.getX() == prevNode.getX() || nextNode.getY() == prevNode.getY()) {
+            return 0;
+        }
+        return (endNode != null && (nextNode.getX() == endNode.getX() || nextNode.getY() == endNode.getY())) ? 1 : 1;
+    }
+
+    private int calcLiftTransferPenalty(NavigateNode node) {
+        if (node == null || node.getNodeValue() == null) {
+            return 0;
+        }
+        try {
+            JSONObject valueObject = JSON.parseObject(node.getNodeValue());
+            if (valueObject == null) {
+                return 0;
+            }
+            Object isLiftTransfer = valueObject.get("isLiftTransfer");
+            if (isLiftTransfer == null) {
+                return 0;
+            }
+            String text = String.valueOf(isLiftTransfer);
+            return ("1".equals(text) || "true".equalsIgnoreCase(text)) ? 1 : 0;
+        } catch (Exception ignore) {
+            return 0;
+        }
+    }
+
+    private double calcHeuristicScore(NavigateNode currentNode, NavigateNode endNode) {
+        if (currentNode == null || endNode == null) {
+            return 0.0d;
+        }
+        return Math.abs(endNode.getX() - currentNode.getX()) + Math.abs(endNode.getY() - currentNode.getY());
+    }
+
+    private boolean sameCoordinate(NavigateNode left, NavigateNode right) {
+        return left != null
+                && right != null
+                && left.getX() == right.getX()
+                && left.getY() == right.getY();
+    }
+
+    private String buildDirectStateKey(DirectPathState state) {
+        if (state == null || state.node == null) {
+            return "";
+        }
+        String currentKey = state.node.getX() + "_" + state.node.getY();
+        if (state.parent == null || state.parent.node == null) {
+            return currentKey + "|S";
+        }
+        return currentKey + "|" + state.parent.node.getX() + "_" + state.parent.node.getY();
+    }
+
+    private List<NavigateNode> buildDirectPath(DirectPathState endState) {
+        List<NavigateNode> path = new ArrayList<>();
+        DirectPathState cursor = endState;
+        while (cursor != null) {
+            NavigateNode clonedNode = cursor.node == null ? null : cursor.node.clone();
+            if (clonedNode != null) {
+                path.add(clonedNode);
+            }
+            cursor = cursor.parent;
+        }
+        Collections.reverse(path);
+        return path;
+    }
+
+    private void mergeSegmentPath(List<NavigateNode> target, List<NavigateNode> segmentPath) {
+        if (target == null || segmentPath == null || segmentPath.isEmpty()) {
+            return;
+        }
+        if (target.isEmpty()) {
+            target.addAll(segmentPath);
+            return;
+        }
+        for (int i = 0; i < segmentPath.size(); i++) {
+            if (i == 0 && sameCoordinate(target.get(target.size() - 1), segmentPath.get(i))) {
+                continue;
+            }
+            target.add(segmentPath.get(i));
+        }
+    }
+
+    private List<Integer> buildDirectGuideStationSequence(Integer startStationId,
+                                                          Integer endStationId,
+                                                          StationPathRuleConfig ruleConfig,
+                                                          boolean includeWaypoint,
+                                                          boolean includeSoftPreference) {
+        List<Integer> sequence = new ArrayList<>();
+        appendGuideStation(sequence, startStationId);
+        if (ruleConfig == null) {
+            appendGuideStation(sequence, endStationId);
+            return sequence;
+        }
+
+        if (includeSoftPreference) {
+            List<Integer> preferredPath = safeList(ruleConfig.getSoft() == null ? null : ruleConfig.getSoft().getPreferredPath());
+            if (!preferredPath.isEmpty() && 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);
+            }
+        }
+
+        if (includeWaypoint) {
+            for (Integer stationId : safeList(ruleConfig.getWaypoint() == null ? null : ruleConfig.getWaypoint().getStations())) {
+                appendGuideStation(sequence, stationId);
+            }
+        }
+        if (includeSoftPreference) {
+            for (Integer stationId : safeList(ruleConfig.getSoft() == null ? null : ruleConfig.getSoft().getKeyStations())) {
+                appendGuideStation(sequence, stationId);
+            }
+        }
+        appendGuideStation(sequence, endStationId);
+        return sequence;
+    }
+
+    private boolean isDirectPathValid(List<NavigateNode> path,
+                                      DirectStationPathContext context,
+                                      boolean includeWaypoint,
+                                      boolean includeSoftPreference) {
+        if (path == null || path.isEmpty()) {
+            return false;
+        }
+        List<Integer> stationIdList = extractStationIdList(path);
+        if (!matchHardConstraint(stationIdList, context.ruleConfig.getHard())) {
+            return false;
+        }
+        if (includeWaypoint && !matchWaypointConstraint(stationIdList, context.ruleConfig.getWaypoint())) {
+            return false;
+        }
+        if (includeSoftPreference && !matchSoftConstraint(stationIdList, context.ruleConfig.getSoft())) {
+            return false;
+        }
+        if (!isLoopMergePathAllowed(
+                path,
+                context.statusMap,
+                context.trafficSnapshot,
+                context.loopMergeGuardContext,
+                Collections.emptySet())) {
+            return false;
+        }
+
+        if (context.globalPolicy.forceSkipPassOtherOutStation
+                && countPassOtherOutStations(path, context.outStationIdSet) > 0) {
+            return false;
+        }
+        return true;
+    }
+
+    private boolean supportsDirectPathMode(StationPathCalcMode calcMode,
+                                           StationPathResolvedPolicy resolvedPolicy,
+                                           Double pathLenFactor) {
+        if (calcMode == null || calcMode == StationPathCalcMode.REROUTE) {
+            return false;
+        }
+        if (calcMode == StationPathCalcMode.OPTIMAL && normalizePathLenFactor(pathLenFactor) > 0.0d) {
+            return false;
+        }
+        StationPathRuleConfig ruleConfig = resolvedPolicy == null || resolvedPolicy.getRuleConfig() == null
+                ? new StationPathRuleConfig()
+                : resolvedPolicy.getRuleConfig();
+        return safeList(ruleConfig.getHard() == null ? null : ruleConfig.getHard().getMustPassStations()).isEmpty()
+                && safeList(ruleConfig.getHard() == null ? null : ruleConfig.getHard().getMustPassEdges()).isEmpty();
+    }
+
+    private DirectStationPathContext buildDirectStationPathContext(Integer startStationId,
+                                                                   Integer endStationId,
+                                                                   Integer currentTaskNo,
+                                                                   StationPathCalcMode calcMode,
+                                                                   StationPathResolvedPolicy resolvedPolicy) {
+        BasStation startStation = basStationService.getById(startStationId);
+        if (startStation == null) {
+            throw new CoolException("鏈壘鍒拌 璧风偣 瀵瑰簲鐨勭珯鐐规暟鎹�");
+        }
+
+        NavigateSolution navigateSolution = new NavigateSolution();
+        List<List<NavigateNode>> stationMap = navigateSolution.getStationMap(startStation.getStationLev());
+        NavigateNode startNode = navigateSolution.findStationNavigateNode(stationMap, startStationId);
+        NavigateNode endNode = navigateSolution.findStationNavigateNode(stationMap, endStationId);
+        if (startNode == null || endNode == null) {
+            throw new CoolException("鏈壘鍒拌 璧风偣 鎴� 缁堢偣 瀵瑰簲鐨勮妭鐐�");
+        }
+
+        DirectStationPathContext context = new DirectStationPathContext();
+        context.calcMode = calcMode;
+        context.startStationId = startStationId;
+        context.endStationId = endStationId;
+        context.navigateSolution = navigateSolution;
+        context.stationMap = stationMap;
+        context.startNode = startNode;
+        context.endNode = endNode;
+        context.resolvedPolicy = resolvedPolicy == null ? new StationPathResolvedPolicy() : resolvedPolicy;
+        context.ruleConfig = context.resolvedPolicy.getRuleConfig() == null
+                ? new StationPathRuleConfig()
+                : context.resolvedPolicy.getRuleConfig();
+        context.profileConfig = context.resolvedPolicy.getProfileConfig() == null
+                ? StationPathProfileConfig.defaultConfig()
+                : context.resolvedPolicy.getProfileConfig();
+        context.globalPolicy = loadPathGlobalPolicy(context.profileConfig);
+        context.statusMap = loadStationStatusMap();
+        context.stationLoopLoadMap = loadStationLoopLoadMap();
+        context.trafficSnapshot = loadStationTrafficSnapshot(context.statusMap, currentTaskNo);
+        context.loopMergeGuardContext = loadLoopMergeGuardContext();
+        context.outStationIdSet = loadAllOutStationIdSet();
+        context.forbidStationIdSet = new HashSet<>(safeList(context.ruleConfig.getHard() == null ? null : context.ruleConfig.getHard().getForbidStations()));
+        context.forbidEdgeSet = new HashSet<>();
+        for (String edgeText : safeList(context.ruleConfig.getHard() == null ? null : context.ruleConfig.getHard().getForbidEdges())) {
+            if (notBlank(edgeText)) {
+                context.forbidEdgeSet.add(edgeText.replace(" ", ""));
+            }
+        }
+        context.softReferenceStationSet = new HashSet<>(getSoftReferencePath(context.ruleConfig.getSoft()));
+        return context;
     }
 
     private List<NavigateNode> findStationReachablePath(List<List<NavigateNode>> allList,
@@ -1923,7 +2427,10 @@
         return text != null && !text.trim().isEmpty();
     }
 
-    private StationPathSearchContext buildStationPathSearchContext(Integer startStationId, Integer endStationId) {
+    private StationPathSearchContext buildStationPathSearchContext(Integer startStationId,
+                                                                   Integer endStationId,
+                                                                   StationPathResolvedPolicy resolvedPolicy,
+                                                                   StationPathCalcMode calcMode) {
         BasStation startStation = basStationService.getById(startStationId);
         if (startStation == null) {
             throw new CoolException("鏈壘鍒拌 璧风偣 瀵瑰簲鐨勭珯鐐规暟鎹�");
@@ -1943,13 +2450,15 @@
             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);
+        News.info("[WCS Debug] 绔欑偣璺緞寮�濮嬭绠�,startStationId={},endStationId={},mode={}",
+                startStationId,
+                endStationId,
+                calcMode == null ? "" : calcMode.name());
         int calcMaxDepth = safeInt(profileConfig.getCalcMaxDepth(), 120);
         int calcMaxPaths = safeInt(profileConfig.getCalcMaxPaths(), 500);
         int calcMaxCost = safeInt(profileConfig.getCalcMaxCost(), 300);
@@ -1972,7 +2481,11 @@
             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 StationPathSearchContext.empty(resolvedPolicy);
         }
-        News.info("[WCS Debug] 绔欑偣璺緞璁$畻瀹屾垚锛岃�楁椂锛歿}ms", System.currentTimeMillis() - startTime);
+        News.info("[WCS Debug] 绔欑偣璺緞璁$畻瀹屾垚锛岃�楁椂锛歿}ms,startStationId={},endStationId={},mode={}",
+                System.currentTimeMillis() - startTime,
+                startStationId,
+                endStationId,
+                calcMode == null ? "" : calcMode.name());
         return new StationPathSearchContext(allList, resolvedPolicy);
     }
 
@@ -2093,6 +2606,64 @@
         }
     }
 
+    private static class DirectStationPathContext {
+        private StationPathCalcMode calcMode;
+        private Integer startStationId;
+        private Integer endStationId;
+        private NavigateSolution navigateSolution;
+        private List<List<NavigateNode>> stationMap;
+        private NavigateNode startNode;
+        private NavigateNode endNode;
+        private StationPathResolvedPolicy resolvedPolicy;
+        private StationPathRuleConfig ruleConfig;
+        private StationPathProfileConfig profileConfig;
+        private PathGlobalPolicy globalPolicy;
+        private Map<Integer, StationProtocol> statusMap = new HashMap<>();
+        private Map<Integer, Double> stationLoopLoadMap = new HashMap<>();
+        private StationTrafficSnapshot trafficSnapshot = new StationTrafficSnapshot();
+        private LoopMergeGuardContext loopMergeGuardContext = new LoopMergeGuardContext();
+        private Set<Integer> outStationIdSet = new HashSet<>();
+        private Set<Integer> forbidStationIdSet = new HashSet<>();
+        private Set<String> forbidEdgeSet = new HashSet<>();
+        private Set<Integer> softReferenceStationSet = new HashSet<>();
+    }
+
+    private static class DirectPathState {
+        private final NavigateNode node;
+        private final DirectPathState parent;
+        private final double gScore;
+        private final double fScore;
+
+        private DirectPathState(NavigateNode node,
+                                DirectPathState parent,
+                                double gScore,
+                                double fScore) {
+            this.node = node;
+            this.parent = parent;
+            this.gScore = gScore;
+            this.fScore = fScore;
+        }
+    }
+
+    private static class DirectPathSearchResult {
+        private final List<NavigateNode> path;
+        private final boolean includeWaypoint;
+        private final boolean includeSoftPreference;
+
+        private DirectPathSearchResult(List<NavigateNode> path,
+                                       boolean includeWaypoint,
+                                       boolean includeSoftPreference) {
+            this.path = path == null ? new ArrayList<>() : path;
+            this.includeWaypoint = includeWaypoint;
+            this.includeSoftPreference = includeSoftPreference;
+        }
+
+        private static DirectPathSearchResult empty(boolean includeWaypoint,
+                                                    boolean includeSoftPreference) {
+            return new DirectPathSearchResult(new ArrayList<>(), includeWaypoint, includeSoftPreference);
+        }
+    }
+
     private static class PathCandidateMetrics {
         private List<NavigateNode> path;
         private int pathLen;
diff --git a/src/main/java/com/zy/core/thread/impl/ZyStationV3Thread.java b/src/main/java/com/zy/core/thread/impl/ZyStationV3Thread.java
index 5abc04a..8914dd1 100644
--- a/src/main/java/com/zy/core/thread/impl/ZyStationV3Thread.java
+++ b/src/main/java/com/zy/core/thread/impl/ZyStationV3Thread.java
@@ -310,7 +310,7 @@
         if (navigateUtils == null) {
             return new ArrayList<>();
         }
-        List<NavigateNode> nodes = navigateUtils.calcByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
+        List<NavigateNode> nodes = navigateUtils.calcOptimalPathByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
         List<Integer> ids = new ArrayList<>();
         for (NavigateNode n : nodes) {
             JSONObject v = JSONObject.parseObject(n.getNodeValue());
diff --git a/src/main/java/com/zy/core/thread/impl/ZyStationV4Thread.java b/src/main/java/com/zy/core/thread/impl/ZyStationV4Thread.java
index a08a715..4a11023 100644
--- a/src/main/java/com/zy/core/thread/impl/ZyStationV4Thread.java
+++ b/src/main/java/com/zy/core/thread/impl/ZyStationV4Thread.java
@@ -337,7 +337,7 @@
         if (navigateUtils == null) {
             return new ArrayList<>();
         }
-        return navigateUtils.calcByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
+        return navigateUtils.calcOptimalPathByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
     }
 
     private void executeMoveWithSeg(StationCommand original) {
diff --git a/src/main/java/com/zy/core/thread/impl/ZyStationV5Thread.java b/src/main/java/com/zy/core/thread/impl/ZyStationV5Thread.java
index 17bd7f8..5166a7b 100644
--- a/src/main/java/com/zy/core/thread/impl/ZyStationV5Thread.java
+++ b/src/main/java/com/zy/core/thread/impl/ZyStationV5Thread.java
@@ -351,7 +351,7 @@
         if (navigateUtils == null) {
             return new ArrayList<>();
         }
-        return navigateUtils.calcByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
+        return navigateUtils.calcOptimalPathByStationId(startStationId, targetStationId, taskNo, pathLenFactor);
     }
 
     private List<List<NavigateNode>> calcCandidatePathNavigateNodes(Integer taskNo,
diff --git a/src/main/java/com/zy/core/utils/station/StationDispatchLoadSupport.java b/src/main/java/com/zy/core/utils/station/StationDispatchLoadSupport.java
index 55d951c..d7a77a4 100644
--- a/src/main/java/com/zy/core/utils/station/StationDispatchLoadSupport.java
+++ b/src/main/java/com/zy/core/utils/station/StationDispatchLoadSupport.java
@@ -141,7 +141,7 @@
 
         try {
             List<NavigateNode> nodes = wrkMast == null
-                    ? navigateUtils.calcByStationId(sourceStationId, targetStationId)
+                    ? navigateUtils.calcOptimalPathByStationId(sourceStationId, targetStationId, null, null)
                     : calcOutboundNavigatePath(wrkMast, sourceStationId, targetStationId, pathLenFactor);
             if (nodes == null || nodes.isEmpty()) {
                 return LoopHitResult.noHit();
@@ -213,9 +213,9 @@
         Double normalizedFactor = normalizePathLenFactor(pathLenFactor);
         Integer currentTaskNo = wrkMast == null ? null : wrkMast.getWrkNo();
         if (currentTaskNo == null) {
-            return navigateUtils.calcByStationId(sourceStationId, targetStationId, normalizedFactor);
+            return navigateUtils.calcOptimalPathByStationId(sourceStationId, targetStationId, null, normalizedFactor);
         }
-        return navigateUtils.calcByStationId(sourceStationId, targetStationId, currentTaskNo, normalizedFactor);
+        return navigateUtils.calcOptimalPathByStationId(sourceStationId, targetStationId, currentTaskNo, normalizedFactor);
     }
 
     private Integer getStationIdFromNode(NavigateNode node) {
diff --git a/src/main/java/com/zy/core/utils/station/StationOutboundDecisionSupport.java b/src/main/java/com/zy/core/utils/station/StationOutboundDecisionSupport.java
index 5bfc4a0..3a1450c 100644
--- a/src/main/java/com/zy/core/utils/station/StationOutboundDecisionSupport.java
+++ b/src/main/java/com/zy/core/utils/station/StationOutboundDecisionSupport.java
@@ -200,9 +200,9 @@
         Double normalizedFactor = normalizePathLenFactor(pathLenFactor);
         Integer currentTaskNo = wrkMast == null ? null : wrkMast.getWrkNo();
         if (currentTaskNo == null) {
-            return navigateUtils.calcByStationId(sourceStationId, targetStationId, normalizedFactor);
+            return navigateUtils.calcOptimalPathByStationId(sourceStationId, targetStationId, null, normalizedFactor);
         }
-        return navigateUtils.calcByStationId(sourceStationId, targetStationId, currentTaskNo, normalizedFactor);
+        return navigateUtils.calcOptimalPathByStationId(sourceStationId, targetStationId, currentTaskNo, normalizedFactor);
     }
 
     private boolean isBatchOutboundTaskWithSeq(WrkMast wrkMast) {

--
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