package com.zy.acs.manager.core.service; import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; import com.zy.acs.framework.common.Cools; 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.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.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; import org.springframework.stereotype.Service; import java.util.*; import java.util.stream.Collectors; /** * Created by vincent on 8/12/2024 */ @Slf4j @Service public class AllocateService { @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 getAvailableAgvNos(List agvNos) { // List agvList = new ArrayList<>(); // if (Cools.isEmpty(agvNos)) { // // global // agvList = agvService.list(new LambdaQueryWrapper().eq(Agv::getStatus, StatusType.ENABLE.val)); // } else { // // local // for (String agvNo : agvNos) { // Agv agv = agvService.selectByUuid(agvNo); // if (agv.getStatusBool()) { // agvList.add(agv); // } // } // } List agvList = Cools.isEmpty(agvNos) ? agvService.list(new LambdaQueryWrapper().eq(Agv::getStatus, StatusType.ENABLE.val)) : agvNos.stream().map(agvService::selectByUuid).filter(Agv::getStatusBool).collect(Collectors.toList()); List result = new ArrayList<>(); for (Agv agv : agvList) { // 1. without running tasks if (0 < taskService.count(new LambdaQueryWrapper() .eq(Task::getAgvId, agv.getId()) .and(i -> i.eq(Task::getTaskSts, TaskStsType.ASSIGN.val()) .or().eq(Task::getTaskSts, TaskStsType.PROGRESS.val()) ) )) { continue; } // 2. in idle status if (!agvService.judgeEnable(agv.getId(), true)) { continue; } result.add(agv.getUuid()); } if (!Cools.isEmpty(result)) { Collections.shuffle(result); } return result; } /** * 1. 判断task的起始点和目的点所在的巷道承载任务数量, * 如果数量已经达到负载,则判断负载任务的AGV是否还有空背篓,如果有则优先派发给它, * 如果没有了,那么则阻塞任务,直到该巷道释放 * 2. 轮询空闲小车,目标是让每台小车都动起来 * 判断逻辑:背篓数量最少的小车轮询的时候,优先级最高 * * it can break the limit of the number of agv backpack */ public synchronized Agv execute(Task task) { List availableAgvNos = this.getAvailableAgvNos(agvAreaDispatcher.getAgvNosByTask(task)); if (Cools.isEmpty(availableAgvNos)) { // log.warn("No available agv to assign the task[{}]", task.getSeqNum()); return null; } Integer maxAgvCountInLane = configService.getVal("maxAgvCountInLane", Integer.class); // checkout lane Lane originLane = taskService.checkoutOriginLane(task); Lane destinationLane = taskService.checkoutDestinationLane(task); // allocate about origin List availableAgvNosByOriLane = new ArrayList<>(availableAgvNos); if (null != originLane) { List agvNosByOriLane = findAgvNosByLane(originLane); // the agv list that had tasks in this lane // if full lane if (agvNosByOriLane.size() >= maxAgvCountInLane) { availableAgvNosByOriLane = Cools.getIntersection(agvNosByOriLane, availableAgvNos); } } // valid backpack limit availableAgvNosByOriLane = this.validBackpackLimit(availableAgvNosByOriLane); // allocate about destination List availableAgvNosByDestLane = new ArrayList<>(availableAgvNos); if (null != destinationLane) { List agvNosByDestLane = findAgvNosByLane(destinationLane); if (agvNosByDestLane.size() >= maxAgvCountInLane) { availableAgvNosByDestLane = Cools.getIntersection(agvNosByDestLane, availableAgvNos); } } availableAgvNosByDestLane = this.validBackpackLimit(availableAgvNosByDestLane); // valid if (Cools.isEmpty(availableAgvNosByOriLane)) { log.warn("No available agv to assign the task origin[{}]", task.getSeqNum()); return null; } if (Cools.isEmpty(availableAgvNosByDestLane)) { log.warn("No available agv to assign the task destination[{}]", task.getSeqNum()); return null; } List actualAvailableAgvNos = Cools.getIntersection(availableAgvNosByOriLane, availableAgvNosByDestLane); if (Cools.isEmpty(actualAvailableAgvNos)) { log.warn("No available agv to assign the task[{}]", task.getSeqNum()); return null; } // choose min number of running task actualAvailableAgvNos.sort(new Comparator() { @Override public int compare(String agvNo1, String agvNo2) { return calcAllocateWeight(agvNo1, task) - calcAllocateWeight(agvNo2, task); } }); if (null != originLane) { task.setOriLaneHash(originLane.getHashCode()); } if (null != destinationLane) { task.setDestLaneHash(destinationLane.getHashCode()); } return agvService.selectByUuid(actualAvailableAgvNos.stream().findFirst().orElse(null)); } public List findAgvNosByLane(Lane lane) { if (null == lane) { return new ArrayList<>(); } List taskList = taskService.findRunningTasksByLaneHash(lane.getHashCode()); if (Cools.isEmpty(taskList)) { return new ArrayList<>(); } return taskList.stream() .map(task -> agvService.getById(task.getAgvId()).getUuid()) .distinct() .collect(Collectors.toList()); } private List validBackpackLimit(List agvNoList) { if (Cools.isEmpty(agvNoList)) { return new ArrayList<>(); } return agvNoList.stream().filter(agvNo -> { Long agvId = agvService.getAgvId(agvNo); int transportTasksCount = taskService.findTransportTasksCountByAgv(agvId); AgvModel agvModel = agvModelService.getByAgvNo(agvNo); return transportTasksCount < agvModel.getBackpack(); }).collect(Collectors.toList()); } // calculate wight = backpack + distance private int calcAllocateWeight(String agvNo, Task task) { int weight = 0; Long agvId = agvService.getAgvId(agvNo); // backpack Integer transportTasksCount = taskService.findTransportTasksCountByAgv(agvId); if (!Cools.isEmpty(transportTasksCount)) { weight = weight + transportTasksCount * 100000; } // 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 Boolean validCapacityOfLane(String agvNo, Code code) { Lane lane = laneService.search(code.getData()); if (null != lane) { Integer maxAgvCountInLane = configService.getVal("maxAgvCountInLane", Integer.class); List agvNosByLane = this.findAgvNosByLane(lane); agvNosByLane.remove(agvNo); if (agvNosByLane.size() >= maxAgvCountInLane) { return false; } } return true; } // The Permutations and combinations for task public Double[] pac(Double[] currPosition, List> list) { List theFirstOne = list.get(0); List 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(); } }