|  |  | 
 |  |  |  | 
 |  |  | import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; | 
 |  |  | import com.zy.acs.framework.common.Cools; | 
 |  |  | import com.zy.acs.manager.common.utils.LocUtils; | 
 |  |  | import com.zy.acs.manager.common.utils.CommonUtil; | 
 |  |  | import com.zy.acs.manager.core.constant.AgvAreaDispatcher; | 
 |  |  | import com.zy.acs.manager.core.domain.Lane; | 
 |  |  | import com.zy.acs.manager.manager.entity.Agv; | 
 |  |  | import com.zy.acs.manager.manager.entity.AgvModel; | 
 |  |  | import com.zy.acs.manager.manager.entity.Task; | 
 |  |  | import com.zy.acs.manager.core.domain.TaskPosDto; | 
 |  |  | import com.zy.acs.manager.manager.entity.*; | 
 |  |  | import com.zy.acs.manager.manager.enums.StatusType; | 
 |  |  | import com.zy.acs.manager.manager.enums.TaskStsType; | 
 |  |  | import com.zy.acs.manager.manager.service.AgvModelService; | 
 |  |  | import com.zy.acs.manager.manager.service.AgvService; | 
 |  |  | import com.zy.acs.manager.manager.service.TaskService; | 
 |  |  | import com.zy.acs.manager.manager.enums.TaskTypeType; | 
 |  |  | import com.zy.acs.manager.manager.service.*; | 
 |  |  | import com.zy.acs.manager.system.service.ConfigService; | 
 |  |  | import lombok.extern.slf4j.Slf4j; | 
 |  |  | import org.springframework.beans.factory.annotation.Autowired; | 
 |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private AgvService agvService; | 
 |  |  |     @Autowired | 
 |  |  |     private AgvDetailService agvDetailService; | 
 |  |  |     @Autowired | 
 |  |  |     private AgvModelService agvModelService; | 
 |  |  |     @Autowired | 
 |  |  |     private ConfigService configService; | 
 |  |  |     @Autowired | 
 |  |  |     private TaskService taskService; | 
 |  |  |     @Autowired | 
 |  |  |     private CodeService codeService; | 
 |  |  |     @Autowired | 
 |  |  |     private StaService staService; | 
 |  |  |     @Autowired | 
 |  |  |     private LocService locService; | 
 |  |  |     @Autowired | 
 |  |  |     private LaneService laneService; | 
 |  |  |     @Autowired | 
 |  |  |     private AgvAreaDispatcher agvAreaDispatcher; | 
 |  |  |  | 
 |  |  |     /** | 
 |  |  |      * get available agv list which is idle | 
 |  |  |      */ | 
 |  |  |     private List<Agv> getAvailableAgv() { | 
 |  |  |         List<Agv> result = new ArrayList<>(); | 
 |  |  |         List<Agv> agvList = agvService.list(new LambdaQueryWrapper<Agv>().eq(Agv::getStatus, 1)); | 
 |  |  |         Collections.shuffle(agvList); | 
 |  |  |         for (Agv agv : agvList) { | 
 |  |  |     private List<String> getAvailableAgvNos(List<String> agvNos) { | 
 |  |  | //        List<Agv> agvList = new ArrayList<>(); | 
 |  |  | //        if (Cools.isEmpty(agvNos)) { | 
 |  |  | //            // global | 
 |  |  | //            agvList = agvService.list(new LambdaQueryWrapper<Agv>().eq(Agv::getStatus, StatusType.ENABLE.val)); | 
 |  |  | //        } else { | 
 |  |  | //            // local | 
 |  |  | //            for (String agvNo : agvNos) { | 
 |  |  | //                Agv agv = agvService.selectByUuid(agvNo); | 
 |  |  | //                if (agv.getStatusBool()) { | 
 |  |  | //                    agvList.add(agv); | 
 |  |  | //                } | 
 |  |  | //            } | 
 |  |  | //        } | 
 |  |  |  | 
 |  |  |         List<Agv> agvList = Cools.isEmpty(agvNos) | 
 |  |  |                 ? agvService.list(new LambdaQueryWrapper<Agv>().eq(Agv::getStatus, StatusType.ENABLE.val)) | 
 |  |  |                 : agvNos.stream().map(agvService::selectByUuid).filter(Agv::getStatusBool).collect(Collectors.toList()); | 
 |  |  |  | 
 |  |  |         List<String> result = new ArrayList<>(); | 
 |  |  |         for (Agv agv : agvList) { | 
 |  |  |             // 1. without running tasks | 
 |  |  |             if (0 < taskService.count(new LambdaQueryWrapper<Task>() | 
 |  |  |                     .eq(Task::getAgvId, agv.getId()) | 
 |  |  | 
 |  |  |             )) { | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |  | 
 |  |  |             // 2. in idle status | 
 |  |  |             if (!agvService.judgeEnable(agv.getId(), true)) { | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |  | 
 |  |  |             result.add(agv); | 
 |  |  |             result.add(agv.getUuid()); | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         if (!Cools.isEmpty(result)) { | 
 |  |  |             Collections.shuffle(result); | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         return result; | 
 |  |  | 
 |  |  |      *      it can break the limit of the number of agv backpack | 
 |  |  |      */ | 
 |  |  |     public synchronized Agv execute(Task task) { | 
 |  |  |         List<Agv> availableAgvList = getAvailableAgv(); | 
 |  |  |         if (Cools.isEmpty(availableAgvList)) { | 
 |  |  |             log.warn("No available agv to assign the task[{}]", task.getSeqNum()); | 
 |  |  |         List<String> availableAgvNos = this.getAvailableAgvNos(agvAreaDispatcher.getAgvNosByTask(task)); | 
 |  |  |         if (Cools.isEmpty(availableAgvNos)) { | 
 |  |  | //            log.warn("No available agv to assign the task[{}]", task.getSeqNum()); | 
 |  |  |             return null; | 
 |  |  |         } | 
 |  |  |         List<String> availableAgvNos = availableAgvList.stream().map(Agv::getUuid).distinct().collect(Collectors.toList()); | 
 |  |  |  | 
 |  |  |         Integer maxAgvCountInLane = configService.getVal("maxAgvCountInLane", Integer.class); | 
 |  |  |  | 
 |  |  |         // checkout lane | 
 |  |  |         Lane originLane = taskService.checkoutOriginLane(task); | 
 |  |  |         Lane destinationLane = taskService.checkoutDestinationLane(task); | 
 |  |  |  | 
 |  |  |  | 
 |  |  |         // allocate about origin | 
 |  |  |         List<String> availableAgvNosByOriLane = new ArrayList<>(availableAgvNos); | 
 |  |  |         if (null != originLane) { | 
 |  |  |             List<String> agvNosByOriLane = findAgvNosByLane(originLane);    // the agv list that had tasks in this lane | 
 |  |  |             if (!Cools.isEmpty(agvNosByOriLane) && agvNosByOriLane.size() >= maxAgvCountInLane) { | 
 |  |  |             // if full lane | 
 |  |  |             if (agvNosByOriLane.size() >= maxAgvCountInLane) { | 
 |  |  |  | 
 |  |  |                 availableAgvNosByOriLane = Cools.getIntersection(agvNosByOriLane, availableAgvNos); | 
 |  |  |             } | 
 |  |  | 
 |  |  |         List<String> availableAgvNosByDestLane = new ArrayList<>(availableAgvNos); | 
 |  |  |         if (null != destinationLane) { | 
 |  |  |             List<String> agvNosByDestLane = findAgvNosByLane(destinationLane); | 
 |  |  |             if (!Cools.isEmpty(agvNosByDestLane) && agvNosByDestLane.size() >= maxAgvCountInLane) { | 
 |  |  |             if (agvNosByDestLane.size() >= maxAgvCountInLane) { | 
 |  |  |  | 
 |  |  |                 availableAgvNosByDestLane = Cools.getIntersection(agvNosByDestLane, availableAgvNos); | 
 |  |  |             } | 
 |  |  | 
 |  |  |             log.warn("No available agv to assign the task destination[{}]", task.getSeqNum()); | 
 |  |  |             return null; | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         List<String> actualAvailableAgvNos = Cools.getIntersection(availableAgvNosByOriLane, availableAgvNosByDestLane); | 
 |  |  |         if (Cools.isEmpty(actualAvailableAgvNos)) { | 
 |  |  |             log.warn("No available agv to assign the task[{}]", task.getSeqNum()); | 
 |  |  | 
 |  |  |         actualAvailableAgvNos.sort(new Comparator<String>() { | 
 |  |  |             @Override | 
 |  |  |             public int compare(String agvNo1, String agvNo2) { | 
 |  |  |                 return calcAllocateWeight(agvNo2, task) - calcAllocateWeight(agvNo1, task); | 
 |  |  |                 return calcAllocateWeight(agvNo1, task) - calcAllocateWeight(agvNo2, task); | 
 |  |  |             } | 
 |  |  |         }); | 
 |  |  |  | 
 |  |  | 
 |  |  |         return agvService.selectByUuid(actualAvailableAgvNos.stream().findFirst().orElse(null)); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     private List<String> findAgvNosByLane(Lane lane) { | 
 |  |  |     public List<String> findAgvNosByLane(Lane lane) { | 
 |  |  |         if (null == lane) { | 
 |  |  |             return null; | 
 |  |  |             return new ArrayList<>(); | 
 |  |  |         } | 
 |  |  |         List<Task> taskList = taskService.findRunningTasksByLaneHash(lane.getHashCode()); | 
 |  |  |         if (Cools.isEmpty(taskList)) { | 
 |  |  |             return null; | 
 |  |  |             return new ArrayList<>(); | 
 |  |  |         } | 
 |  |  |         return taskList.stream().map(task -> { | 
 |  |  |             return agvService.getById(task.getAgvId()).getUuid(); | 
 |  |  |         }).distinct().collect(Collectors.toList()); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     // calculate wight | 
 |  |  |     private int calcAllocateWeight(String agvNo, Task task) { | 
 |  |  |         int weight = 0; | 
 |  |  |         Agv agv = agvService.selectByUuid(agvNo); | 
 |  |  |         List<Task> runningTasks = taskService.findRunningTasksByAgv(agv.getId()); | 
 |  |  |         if (!Cools.isEmpty(runningTasks)) { | 
 |  |  |             weight = weight + runningTasks.size() * 10; | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         return weight; | 
 |  |  |         return taskList.stream() | 
 |  |  |                 .map(task -> agvService.getById(task.getAgvId()).getUuid()) | 
 |  |  |                 .distinct() | 
 |  |  |                 .collect(Collectors.toList()); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     private List<String> validBackpackLimit(List<String> agvNoList) { | 
 |  |  | 
 |  |  |             return new ArrayList<>(); | 
 |  |  |         } | 
 |  |  |         return agvNoList.stream().filter(agvNo -> { | 
 |  |  |             Agv agv = agvService.selectByUuid(agvNo); | 
 |  |  |             AgvModel agvModel = agvModelService.getById(agv.getAgvModel()); | 
 |  |  |             List<Task> runningTasks = taskService.findRunningTasksByAgv(agv.getId()); | 
 |  |  |             return runningTasks.size() < agvModel.getBackpack(); | 
 |  |  |             Long agvId = agvService.getAgvId(agvNo); | 
 |  |  |             int transportTasksCount = taskService.findTransportTasksCountByAgv(agvId); | 
 |  |  |             AgvModel agvModel = agvModelService.getByAgvNo(agvNo); | 
 |  |  |             return transportTasksCount < agvModel.getBackpack(); | 
 |  |  |         }).collect(Collectors.toList()); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     public synchronized Agv execute(Task task, Map<String, List<Long>> taskAllot, List<Long> taskIds) { | 
 |  |  |         String oriLocNo = task.getOriLoc$(); | 
 |  |  |         int oriLocRow = LocUtils.getRow(oriLocNo); | 
 |  |  |         String destLocNo = task.getDestLoc$(); | 
 |  |  |         int destLocRow = LocUtils.getRow(destLocNo); | 
 |  |  |     // calculate wight = backpack + distance | 
 |  |  |     private int calcAllocateWeight(String agvNo, Task task) { | 
 |  |  |         int weight = 0; | 
 |  |  |         Long agvId = agvService.getAgvId(agvNo); | 
 |  |  |  | 
 |  |  |         Agv hit = null; | 
 |  |  |  | 
 |  |  |         List<Agv> agvList = agvService.list(new LambdaQueryWrapper<Agv>().eq(Agv::getStatus, 1)); | 
 |  |  |         Collections.shuffle(agvList); | 
 |  |  |         for (Agv agv : agvList) { | 
 |  |  |             AgvModel agvModel = agvModelService.getById(agv.getAgvModel()); | 
 |  |  |             int allotTaskCount = 0; | 
 |  |  |             List<Long> allotTaskIds = taskAllot.get(agv.getUuid()); | 
 |  |  |             if (!Cools.isEmpty(allotTaskIds)) { | 
 |  |  |                 allotTaskCount = allotTaskIds.size(); | 
 |  |  |             } | 
 |  |  |             if (allotTaskCount >= agvModel.getBackpack()) { | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |             if (taskService.count(new LambdaQueryWrapper<Task>() | 
 |  |  |                     .eq(Task::getAgvId, agv.getId()) | 
 |  |  |                     .notIn(Task::getId, taskIds) | 
 |  |  |                     .and(i -> { | 
 |  |  |                         i.eq(Task::getTaskSts, TaskStsType.WAITING.val())   // 已经有waiting任务的车不能再分配 | 
 |  |  |                                 .or().eq(Task::getTaskSts, TaskStsType.ASSIGN.val()) | 
 |  |  |                                 .or().eq(Task::getTaskSts, TaskStsType.PROGRESS.val()); | 
 |  |  |                     })) > 0) { | 
 |  |  |                 log.info(agv.getUuid() + "号AGV不可用,已经存在进行中的任务..."); | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |             if (!agvService.judgeEnable(agv.getId(), true)) { | 
 |  |  |                 log.info(agv.getUuid() + "号AGV不可用," + task.getSeqNum() + "任务无法计算..."); | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |  | 
 |  |  |             hit = agv; | 
 |  |  |             break; | 
 |  |  |         // backpack | 
 |  |  |         Integer transportTasksCount = taskService.findTransportTasksCountByAgv(agvId); | 
 |  |  |         if (!Cools.isEmpty(transportTasksCount)) { | 
 |  |  |             weight = weight + transportTasksCount * 100000; | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         return hit; | 
 |  |  |         // distance | 
 |  |  |         // from | 
 |  |  |         AgvDetail agvDetail = agvDetailService.selectByAgvId(agvId); | 
 |  |  |         Code agvCurrCode = codeService.getCacheById(agvDetail.getRecentCode()); | 
 |  |  |         Double[] fromPosition = new Double[]{agvCurrCode.getX(), agvCurrCode.getY()}; | 
 |  |  |         // to | 
 |  |  |         Code firstCode = null; | 
 |  |  |         TaskTypeType typeType = TaskTypeType.get(task.getTaskTypeEl()); | 
 |  |  |         switch (Objects.requireNonNull(typeType)) { | 
 |  |  |             case LOC_TO_LOC: | 
 |  |  |             case LOC_TO_STA: | 
 |  |  |                 Loc oriLoc = locService.getById(task.getOriLoc()); | 
 |  |  |                 firstCode = codeService.getCacheById(oriLoc.getCode()); | 
 |  |  |                 break; | 
 |  |  |             case STA_TO_LOC: | 
 |  |  |             case STA_TO_STA: | 
 |  |  |                 Sta oriSta = staService.getById(task.getOriSta()); | 
 |  |  |                 firstCode = codeService.getCacheById(oriSta.getCode()); | 
 |  |  |                 break; | 
 |  |  |             case TO_CHARGE: | 
 |  |  |             case TO_STANDBY: | 
 |  |  |             case MOVE: | 
 |  |  |                 firstCode = codeService.getCacheById(task.getDestCode()); | 
 |  |  |                 break; | 
 |  |  |             default: | 
 |  |  |                 firstCode = codeService.getCacheById(task.getDestCode()); | 
 |  |  |                 break; | 
 |  |  |         } | 
 |  |  |         assert null != firstCode; | 
 |  |  |         Double[] toPosition = new Double[]{firstCode.getX(), firstCode.getY()}; | 
 |  |  |         // calculate distance | 
 |  |  |         weight = weight + CommonUtil.calcDistance(fromPosition, toPosition); | 
 |  |  |  | 
 |  |  |         // return opposite | 
 |  |  |         return -weight; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     public synchronized Agv execute1(Task task, Map<String, List<Long>> taskAllot, List<Long> taskIds) { | 
 |  |  |         String oriLocNo = task.getOriLoc$(); | 
 |  |  |         int oriLocRow = LocUtils.getRow(oriLocNo); | 
 |  |  |         String destLocNo = task.getDestLoc$(); | 
 |  |  |         int destLocRow = LocUtils.getRow(destLocNo); | 
 |  |  |     public Boolean validCapacityOfLane(String agvNo, Code code) { | 
 |  |  |         Lane lane = laneService.search(code.getData()); | 
 |  |  |         if (null != lane) { | 
 |  |  |             Integer maxAgvCountInLane = configService.getVal("maxAgvCountInLane", Integer.class); | 
 |  |  |  | 
 |  |  |         Agv agv = null; | 
 |  |  |         if (oriLocRow <= 2 && destLocRow <= 2) { | 
 |  |  |             agv = agvService.selectByUuid(String.valueOf(1)); | 
 |  |  |         } | 
 |  |  |         if (oriLocRow > 2 && destLocRow > 2) { | 
 |  |  |             agv = agvService.selectByUuid(String.valueOf(2)); | 
 |  |  |         } | 
 |  |  |         assert agv != null; | 
 |  |  |         AgvModel agvModel = agvModelService.getById(agv.getAgvModel()); | 
 |  |  |         int allotTaskCount = 0; | 
 |  |  |         List<Long> allotTaskIds = taskAllot.get(agv.getUuid()); | 
 |  |  |         if (!Cools.isEmpty(allotTaskIds)) { | 
 |  |  |             allotTaskCount = allotTaskIds.size(); | 
 |  |  |         } | 
 |  |  |         if (allotTaskCount >= agvModel.getBackpack()) { | 
 |  |  |             return null; | 
 |  |  |         } | 
 |  |  |         if (taskService.count(new LambdaQueryWrapper<Task>() | 
 |  |  |                 .eq(Task::getAgvId, agv.getId()) | 
 |  |  |                 .notIn(Task::getId, taskIds) | 
 |  |  |                 .and(i -> { | 
 |  |  |                     i.eq(Task::getTaskSts, TaskStsType.WAITING.val())   // 已经有waiting任务的车不能再分配 | 
 |  |  |                             .or().eq(Task::getTaskSts, TaskStsType.ASSIGN.val()) | 
 |  |  |                             .or().eq(Task::getTaskSts, TaskStsType.PROGRESS.val()); | 
 |  |  |                 })) > 0) { | 
 |  |  |             log.info(agv.getUuid() + "号AGV不可用,已经存在进行中的任务..."); | 
 |  |  |             return null; | 
 |  |  |         } | 
 |  |  |         if (!agvService.judgeEnable(agv.getId(), true)) { | 
 |  |  |             log.info(agv.getUuid() + "号AGV不可用," + task.getSeqNum() + "任务无法计算..."); | 
 |  |  |             return null; | 
 |  |  |             List<String> agvNosByLane = this.findAgvNosByLane(lane); | 
 |  |  |             agvNosByLane.remove(agvNo); | 
 |  |  |             if (agvNosByLane.size() >= maxAgvCountInLane) { | 
 |  |  |                 return false; | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         return agv; | 
 |  |  |         return true; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |  | 
 |  |  |     // The Permutations and combinations for task | 
 |  |  |  | 
 |  |  |     public Double[] pac(Double[] currPosition, List<List<TaskPosDto>> list) { | 
 |  |  |         List<TaskPosDto> theFirstOne = list.get(0); | 
 |  |  |         List<TaskPosDto> theLastOne = list.get(list.size() - 1); | 
 |  |  |  | 
 |  |  |         if (list.size() == 1) { | 
 |  |  |             TaskPosDto head = theFirstOne.get(0); | 
 |  |  |             TaskPosDto tail = theFirstOne.get(theFirstOne.size() - 1); | 
 |  |  |  | 
 |  |  |             int distanceByHead = CommonUtil.calcDistance(currPosition, head.getXy()); | 
 |  |  |             int distanceByTail = CommonUtil.calcDistance(currPosition, tail.getXy()); | 
 |  |  |  | 
 |  |  |             if (distanceByTail < distanceByHead) { | 
 |  |  |                 Collections.reverse(theFirstOne); | 
 |  |  |             } | 
 |  |  |  | 
 |  |  |         } else { | 
 |  |  |             TaskPosDto headOfFirst = theFirstOne.get(0); | 
 |  |  |             TaskPosDto tailOfFirst = theFirstOne.get(theFirstOne.size() - 1); | 
 |  |  |  | 
 |  |  |             TaskPosDto headOfLast = theLastOne.get(0); | 
 |  |  |             TaskPosDto tailOfLast = theLastOne.get(theLastOne.size() - 1); | 
 |  |  |  | 
 |  |  |             int distanceByHeadOfFirst = CommonUtil.calcDistance(currPosition, headOfFirst.getXy()); | 
 |  |  |             int distanceByTailOfFirst = CommonUtil.calcDistance(currPosition, tailOfFirst.getXy()); | 
 |  |  |  | 
 |  |  |             int distanceByHeadOfLast = CommonUtil.calcDistance(currPosition, headOfLast.getXy()); | 
 |  |  |             int distanceByTailOfLast = CommonUtil.calcDistance(currPosition, tailOfLast.getXy()); | 
 |  |  |  | 
 |  |  |             if (Math.min(distanceByHeadOfLast, distanceByTailOfLast) < Math.min(distanceByHeadOfFirst, distanceByTailOfFirst)) { | 
 |  |  |                 Collections.reverse(list); | 
 |  |  |  | 
 |  |  |                 if (distanceByTailOfLast < distanceByHeadOfLast) { | 
 |  |  |                     Collections.reverse(theLastOne); | 
 |  |  |                 } | 
 |  |  |             } else { | 
 |  |  |                 if (distanceByTailOfFirst < distanceByHeadOfFirst) { | 
 |  |  |                     Collections.reverse(theFirstOne); | 
 |  |  |                 } | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |  | 
 |  |  |         theLastOne = list.get(list.size() - 1); | 
 |  |  |         return theLastOne.get(theLastOne.size() - 1).getXy(); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  | } |