package com.klp.service.impl; import cn.hutool.core.bean.BeanUtil; import com.klp.common.core.page.TableDataInfo; import com.klp.common.core.domain.PageQuery; import com.baomidou.mybatisplus.extension.plugins.pagination.Page; import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper; import com.baomidou.mybatisplus.core.toolkit.Wrappers; import com.klp.common.utils.StringUtils; import lombok.RequiredArgsConstructor; import org.springframework.stereotype.Service; import com.klp.domain.bo.WmsBatchBo; import com.klp.domain.vo.BatchGroupVo; import com.klp.domain.vo.WmsBatchVo; import com.klp.domain.WmsBatch; import com.klp.mapper.WmsBatchMapper; import com.klp.service.IWmsBatchService; import java.util.*; import java.util.stream.Collectors; /** * 批次(合并相同工艺的任务)Service业务层处理 * * @author klp * @date 2025-08-14 */ @RequiredArgsConstructor @Service public class WmsBatchServiceImpl implements IWmsBatchService { private final WmsBatchMapper baseMapper; // 存储任务执行顺序数组的成员变量 private List>> rows; /** * 查询批次(合并相同工艺的任务) */ @Override public WmsBatchVo queryById(Long batchId){ return baseMapper.selectVoById(batchId); } /** * 查询批次(合并相同工艺的任务)列表 */ @Override public TableDataInfo queryPageList(WmsBatchBo bo, PageQuery pageQuery) { LambdaQueryWrapper lqw = buildQueryWrapper(bo); Page result = baseMapper.selectVoPage(pageQuery.build(), lqw); return TableDataInfo.build(result); } /** * 查询批次(合并相同工艺的任务)列表 */ @Override public List queryList(WmsBatchBo bo) { LambdaQueryWrapper lqw = buildQueryWrapper(bo); return baseMapper.selectVoList(lqw); } private LambdaQueryWrapper buildQueryWrapper(WmsBatchBo bo) { Map params = bo.getParams(); LambdaQueryWrapper lqw = Wrappers.lambdaQuery(); lqw.eq(StringUtils.isNotBlank(bo.getBatchNo()), WmsBatch::getBatchNo, bo.getBatchNo()); lqw.eq(bo.getProcessId() != null, WmsBatch::getProcessId, bo.getProcessId()); lqw.eq(bo.getTotalQuantity() != null, WmsBatch::getTotalQuantity, bo.getTotalQuantity()); lqw.eq(StringUtils.isNotBlank(bo.getMergeSource()), WmsBatch::getMergeSource, bo.getMergeSource()); lqw.eq(bo.getEstimatedStartTime() != null, WmsBatch::getEstimatedStartTime, bo.getEstimatedStartTime()); lqw.eq(bo.getEstimatedEndTime() != null, WmsBatch::getEstimatedEndTime, bo.getEstimatedEndTime()); lqw.eq(StringUtils.isNotBlank(bo.getBatchStatus()), WmsBatch::getBatchStatus, bo.getBatchStatus()); lqw.eq(bo.getPlanId() != null, WmsBatch::getPlanId, bo.getPlanId()); return lqw; } /** * 新增批次(合并相同工艺的任务) */ @Override public Boolean insertByBo(WmsBatchBo bo) { WmsBatch add = BeanUtil.toBean(bo, WmsBatch.class); validEntityBeforeSave(add); boolean flag = baseMapper.insert(add) > 0; if (flag) { bo.setBatchId(add.getBatchId()); } return flag; } /** * 修改批次(合并相同工艺的任务) */ @Override public Boolean updateByBo(WmsBatchBo bo) { WmsBatch update = BeanUtil.toBean(bo, WmsBatch.class); validEntityBeforeSave(update); return baseMapper.updateById(update) > 0; } /** * 保存前的数据校验 */ private void validEntityBeforeSave(WmsBatch entity){ //TODO 做一些数据校验,如唯一约束 } /** * 批量删除批次(合并相同工艺的任务) */ @Override public Boolean deleteWithValidByIds(Collection ids, Boolean isValid) { if(isValid){ //TODO 做一些业务上的校验,判断是否需要校验 } return baseMapper.deleteBatchIds(ids) > 0; } /** * 构建任务依赖图 */ private Map> buildTaskDependencyGraph(List>> rows) { Map> graph = new HashMap<>(); // 遍历每一行,记录任务间的依赖关系 for (List> row : rows) { // 按sequence排序 row.sort(Comparator.comparingInt(task -> Integer.parseInt(task.get("sequence").toString()))); // 构建依赖关系 for (int i = 0; i < row.size() - 1; i++) { String currentTask = row.get(i).get("taskId").toString(); String nextTask = row.get(i + 1).get("taskId").toString(); // 添加依赖:nextTask依赖于currentTask graph.computeIfAbsent(nextTask, k -> new HashSet<>()).add(currentTask); } } return graph; } /** * 检测任务执行是否会产生死锁 * * @param rows 任务执行顺序数组 * @return 是否存在死锁 */ @Override public boolean checkDeadlock(List>> rows) { // 保存任务执行顺序数组 this.rows = rows; // 构建任务依赖图 Map> taskGraph = buildTaskDependencyGraph(rows); // 获取所有任务 Set allTasks = new HashSet<>(); for (List> row : rows) { for (Map task : row) { allTasks.add(task.get("taskId").toString()); } } // 使用DFS检测是否存在环(死锁) Map visited = new HashMap<>(); Set currentPath = new HashSet<>(); List> cycles = new ArrayList<>(); for (String task : allTasks) { if (visited.getOrDefault(task, 0) == 0) { List path = new ArrayList<>(); if (detectCycleDFS(task, taskGraph, visited, currentPath, path, cycles)) { return true; // 存在死锁 } } } // 检查进程冲突 Map taskToProcess = new HashMap<>(); for (List> row : rows) { for (Map task : row) { String taskId = task.get("taskId").toString(); String processId = task.get("processId").toString(); taskToProcess.put(taskId, processId); } } Map> processGraph = buildProcessDependencyGraph(rows); Set> conflictProcessPairs = findConflictProcessPairs(processGraph); return !conflictProcessPairs.isEmpty(); // 如果存在进程冲突,也视为死锁 } /** * 增强版DFS检测环,并收集环中的节点 */ private boolean detectCycleDFS(String node, Map> graph, Map visited, Set currentPath, List path, List> cycles) { if (node == null) { return false; } // 标记当前节点为访问中 visited.put(node, 1); currentPath.add(node); path.add(node); // 访问所有邻居 if (graph != null && graph.containsKey(node)) { Set neighbors = graph.get(node); if (neighbors != null) { for (String neighbor : neighbors) { if (neighbor == null) { continue; } // 如果邻居在当前路径中,说明存在环 if (currentPath.contains(neighbor)) { // 找到环的起始位置 int startIdx = path.indexOf(neighbor); if (startIdx >= 0) { List cycle = new ArrayList<>(path.subList(startIdx, path.size())); cycles.add(cycle); return true; } } // 如果邻居未被访问,继续DFS if (visited.getOrDefault(neighbor, 0) == 0) { if (detectCycleDFS(neighbor, graph, visited, currentPath, path, cycles)) { return true; } } } } } // 回溯,移除当前节点 currentPath.remove(node); path.remove(path.size() - 1); // 标记当前节点为已访问 visited.put(node, 2); return false; } /** * 构建进程依赖图 * 如果进程A的任务必须在进程B的任务之前执行,则进程B依赖于进程A */ private Map> buildProcessDependencyGraph(List>> rows) { Map> processGraph = new HashMap<>(); Map> taskGraph = buildTaskDependencyGraph(rows); // 获取任务与进程的映射关系 Map taskToProcess = new HashMap<>(); for (List> row : rows) { for (Map task : row) { String taskId = task.get("taskId").toString(); String processId = task.get("processId").toString(); taskToProcess.put(taskId, processId); } } // 根据任务依赖关系构建进程依赖关系 for (Map.Entry> entry : taskGraph.entrySet()) { String taskId = entry.getKey(); Set dependencies = entry.getValue(); if (dependencies == null) { continue; } String processId = taskToProcess.get(taskId); if (processId == null) { continue; } for (String depTaskId : dependencies) { String depProcessId = taskToProcess.get(depTaskId); if (depProcessId == null) { continue; } // 如果依赖的是不同进程的任务,则建立进程间依赖 if (!processId.equals(depProcessId)) { processGraph.computeIfAbsent(processId, k -> new HashSet<>()).add(depProcessId); } } } return processGraph; } /** * 检查两个进程之间是否存在冲突 * 如果进程A的任务必须在进程B的任务之前执行,同时进程B的任务也必须在进程A的任务之前执行,则存在冲突 */ private boolean checkProcessConflict(String processA, String processB, Map> processGraph) { if (processA == null || processB == null || processGraph == null) { return false; } boolean aDepB = isProcessDependent(processA, processB, processGraph, new HashSet<>()); boolean bDepA = isProcessDependent(processB, processA, processGraph, new HashSet<>()); return aDepB && bDepA; } /** * 检查进程A是否依赖于进程B */ private boolean isProcessDependent(String processA, String processB, Map> processGraph, Set visited) { if (processA == null || processB == null || processGraph == null || visited == null) { return false; } if (processA.equals(processB)) { return true; } if (visited.contains(processA)) { return false; } visited.add(processA); if (processGraph.containsKey(processA)) { Set dependencies = processGraph.get(processA); if (dependencies != null) { for (String dep : dependencies) { if (dep != null && (dep.equals(processB) || isProcessDependent(dep, processB, processGraph, visited))) { return true; } } } } return false; } /** * 找出所有冲突的进程对 */ private Set> findConflictProcessPairs(Map> processGraph) { Set> conflictPairs = new HashSet<>(); Set processes = new HashSet<>(); if (processGraph == null) { return conflictPairs; } // 收集所有进程 for (String process : processGraph.keySet()) { if (process != null) { processes.add(process); } } for (Map.Entry> entry : processGraph.entrySet()) { Set deps = entry.getValue(); if (deps != null) { for (String dep : deps) { if (dep != null) { processes.add(dep); } } } } // 检查每对进程是否存在冲突 List processList = new ArrayList<>(processes); for (int i = 0; i < processList.size(); i++) { for (int j = i + 1; j < processList.size(); j++) { String processA = processList.get(i); String processB = processList.get(j); if (processA != null && processB != null && checkProcessConflict(processA, processB, processGraph)) { Set pair = new HashSet<>(); pair.add(processA); pair.add(processB); conflictPairs.add(pair); } } } return conflictPairs; } /** * 生成不会产生死锁的批次分配方案 * 相同processId的任务会合并到一个批次组中 * 不同processId的任务会放在不同的批次组中 * * @param rows 任务执行顺序数组 * @return 批次分配方案 */ @Override public List generateNonDeadlockBatches(List>> rows) { // 保存任务执行顺序数组 this.rows = rows; // 获取所有任务 Set allTasks = new HashSet<>(); for (List> row : rows) { for (Map task : row) { allTasks.add(task.get("taskId").toString()); } } // 构建任务依赖图 Map> taskGraph = buildTaskDependencyGraph(rows); // 构建进程依赖图 Map> processGraph = buildProcessDependencyGraph(rows); // 获取任务与进程的映射关系 Map taskToProcess = new HashMap<>(); // 获取任务详细信息 Map> taskDetails = new HashMap<>(); for (List> row : rows) { for (Map task : row) { String taskId = task.get("taskId").toString(); String processId = task.get("processId").toString(); taskToProcess.put(taskId, processId); taskDetails.put(taskId, task); } } // 检查是否存在死锁 boolean hasDeadlock = checkDeadlock(rows); // 找出所有冲突的进程对 Set> conflictProcessPairs = findConflictProcessPairs(processGraph); if (hasDeadlock || !conflictProcessPairs.isEmpty()) { // 如果存在死锁或进程冲突,使用改进的算法找出可行的批次分配方案 List> batchGroups = generateBatchGroupsWithCycleHandling( taskGraph, allTasks, taskToProcess, conflictProcessPairs); // 将批次转换为BatchGroupVo格式 List result = new ArrayList<>(); int groupId = 1; for (List group : batchGroups) { if (!group.isEmpty()) { String processId = taskToProcess.get(group.get(0)); BatchGroupVo batchGroup = new BatchGroupVo(); batchGroup.setGroupId("Group-" + groupId++); batchGroup.setProcessId(processId); batchGroup.setTaskIds(group); result.add(batchGroup); } } return result; } else { // 如果不存在死锁,按processId合并任务 return mergeTasksByProcessId(allTasks, taskToProcess); } } /** * 按processId合并任务 */ private List mergeTasksByProcessId(Set allTasks, Map taskToProcess) { // 按processId分组任务 Map> processTasks = new HashMap<>(); for (String taskId : allTasks) { String processId = taskToProcess.get(taskId); if (processId != null) { processTasks.computeIfAbsent(processId, k -> new ArrayList<>()).add(taskId); } } // 创建批次组 List result = new ArrayList<>(); int groupId = 1; for (Map.Entry> entry : processTasks.entrySet()) { String processId = entry.getKey(); List tasks = entry.getValue(); if (!tasks.isEmpty()) { BatchGroupVo batchGroup = new BatchGroupVo(); batchGroup.setGroupId("Group-" + groupId++); batchGroup.setProcessId(processId); batchGroup.setTaskIds(tasks); result.add(batchGroup); } } return result; } /** * 生成批次分组,处理环结构 * 相同processId的任务会合并到一个列表中 * 不同processId的任务会放在不同的列表中 * 处理环结构,确保所有任务都被分配 */ private List> generateBatchGroupsWithCycleHandling( Map> taskGraph, Set allTasks, Map taskToProcess, Set> conflictProcessPairs) { // 计算每个任务的入度 Map inDegree = new HashMap<>(); for (String task : allTasks) { inDegree.put(task, 0); } // 更新入度 for (Map.Entry> entry : taskGraph.entrySet()) { String task = entry.getKey(); Set dependencies = entry.getValue(); if (dependencies != null) { inDegree.put(task, dependencies.size()); } } // 创建队列,将入度为0的任务加入队列 Queue queue = new LinkedList<>(); for (Map.Entry entry : inDegree.entrySet()) { if (entry.getValue() == 0) { queue.add(entry.getKey()); } } // 存储批次分组方案 List> batchGroups = new ArrayList<>(); // 记录已经分配到批次的任务 Set processedTasks = new HashSet<>(); // 记录已经分配到批次的进程ID Set processedProcessIds = new HashSet<>(); // 进行拓扑排序 while (!queue.isEmpty()) { // 当前层级可以并行执行的任务 List currentLevelTasks = new ArrayList<>(); int size = queue.size(); for (int i = 0; i < size; i++) { String task = queue.poll(); if (task != null) { currentLevelTasks.add(task); processedTasks.add(task); } } // 按进程ID分组,但避免将冲突的进程合并 Map> processBatches = new HashMap<>(); for (String task : currentLevelTasks) { String processId = taskToProcess.get(task); if (processId != null) { processBatches.computeIfAbsent(processId, k -> new ArrayList<>()).add(task); } // 更新依赖于当前任务的任务的入度 for (Map.Entry> entry : taskGraph.entrySet()) { String dependentTask = entry.getKey(); Set dependencies = entry.getValue(); if (dependencies != null && dependencies.contains(task)) { int newDegree = inDegree.get(dependentTask) - 1; inDegree.put(dependentTask, newDegree); // 如果入度为0,加入队列 if (newDegree == 0) { queue.add(dependentTask); } } } } // 将每个进程的任务作为一个批次添加,但避免合并冲突的进程 for (Map.Entry> entry : processBatches.entrySet()) { String processId = entry.getKey(); List tasks = entry.getValue(); if (!tasks.isEmpty()) { // 如果该进程ID已经处理过,则不能再合并 if (processedProcessIds.contains(processId)) { batchGroups.add(tasks); } else { // 尝试合并到现有批次,但避免合并冲突的进程 boolean merged = false; for (List existingBatch : batchGroups) { if (!existingBatch.isEmpty()) { String existingProcessId = taskToProcess.get(existingBatch.get(0)); // 检查是否存在进程冲突 boolean hasConflict = false; if (existingProcessId != null && conflictProcessPairs != null) { for (Set conflictPair : conflictProcessPairs) { if (conflictPair.contains(processId) && conflictPair.contains(existingProcessId)) { hasConflict = true; break; } } } // 如果进程ID相同且没有冲突,则合并 if (processId.equals(existingProcessId) && !hasConflict) { existingBatch.addAll(tasks); merged = true; break; } } } // 如果没有合并到现有批次,则创建新批次 if (!merged) { batchGroups.add(tasks); } // 标记该进程ID已处理 processedProcessIds.add(processId); } } } } // 处理剩余未分配的任务(可能在环中) Set remainingTasks = new HashSet<>(allTasks); remainingTasks.removeAll(processedTasks); if (!remainingTasks.isEmpty()) { // 对于环中的任务,我们需要打破环 // 策略:将每个未处理的任务单独作为一个批次 Map> remainingProcessBatches = new HashMap<>(); for (String task : remainingTasks) { String processId = taskToProcess.get(task); if (processId != null) { // 按进程ID分组,但不合并冲突的进程 boolean canMerge = true; // 检查是否与已处理的进程冲突 for (String processedId : processedProcessIds) { boolean hasConflict = false; if (conflictProcessPairs != null) { for (Set conflictPair : conflictProcessPairs) { if (conflictPair.contains(processId) && conflictPair.contains(processedId)) { hasConflict = true; break; } } } if (hasConflict) { canMerge = false; break; } } if (canMerge) { remainingProcessBatches.computeIfAbsent(processId, k -> new ArrayList<>()).add(task); } else { // 如果与已处理的进程冲突,则单独作为一个批次 List singleTaskBatch = new ArrayList<>(); singleTaskBatch.add(task); batchGroups.add(singleTaskBatch); } } } // 将剩余的按进程分组的任务添加到批次中 for (List tasks : remainingProcessBatches.values()) { if (!tasks.isEmpty()) { batchGroups.add(tasks); } } } return batchGroups; } }