feat:自动派工任务算法优化

3.2，算法需要带入每个工程师的工作日历，支持工作队的关闭工作日配置
3.5，自动排班需要考虑已经分配人的订单，调整人工单的时间计划
3.6，排除指定工程师逻辑处理
3.7，技术员可以从家庭地址出发

project-dispatch/src/main/java/com/dituhui/pea/dispatch/dao/DispatchEngineerRepository.java

@@ -16,10 +16,13 @@ public interface DispatchEngineerRepository extends CrudRepository<DispatchEngin
 
     List<DispatchEngineer> findByTeamIdAndBatchNo(String teamId, String batchNo);
 
-    @Query(value = "SELECT ?1 group_id, o.team_id,?2 batch_no,o.engineer_code, a.name engineer_name, b.x, b.y , max_num, max_minute, max_distance, b.vehicle vehicle_type FROM `org_team_engineer` o\n"
+    @Query(value = "SELECT ?1 group_id, o.team_id,?2 batch_no,o.engineer_code, a.name engineer_name,"
+            + " b.x, b.y , max_num, max_minute, max_distance, b.vehicle vehicle_type, b.departure, a.work_address,a.work_x,a.work_y"
+            + " FROM `org_team_engineer` o\n"
             + " join engineer_info a on o.engineer_code=a.engineer_code\n"
-            + " left join engineer_business b on a.engineer_code = b.engineer_code\n"
-            + " WHERE o.team_id=?3 AND o.`status`=1\n",
+            + " join engineer_business b on a.engineer_code = b.engineer_code\n"
+            + " WHERE o.team_id=?3 AND o.`status`=1\n"
+            + " and (b.departure!=3 or (a.work_x is not null and a.work_y is not null))",
             nativeQuery = true)
     List<Map<String,Object>> getNewDispatchEngineer(String groupId, String batchNo, String teamId);
 }
\ No newline at end of file

project-dispatch/src/main/java/com/dituhui/pea/dispatch/dao/DispatchOrderRepository.java

@@ -43,9 +43,9 @@ public interface DispatchOrderRepository extends CrudRepository<DispatchOrder, L
             + "   a.expect_time_begin, a.expect_time_end, a.tags, a.priority , \n"
             + "   CONCAT(a.brand, '-', a.type, '-', a.skill) skills ,  a.take_time  , a.appointment_status status\n"
             + " FROM order_info a  \n" + "       WHERE a.org_team_id=?3 AND a.dt = ?4 AND bean_status='OPEN'\n"
-            + "       AND appointment_method LIKE 'AUTO%'  AND a.appointment_status IN ('INIT', 'PRE')\n"
+            + "       AND (appointment_method like 'AUTO%' or appointment_method='MANUAL')  AND a.appointment_status IN ('INIT', 'PRE')\n"
             + "       AND order_status ='NORMAL' AND service_status='INIT'\n"
-            + "        ORDER BY a.expect_time_begin ASC  \n",
+            + "       ORDER BY a.expect_time_begin ASC  \n",
             nativeQuery = true)
     List<Map<String,Object>> getNewDispatchOrder(String groupId, String batchNo, String teamId, String batchDay);
 
@@ -57,9 +57,9 @@ public interface DispatchOrderRepository extends CrudRepository<DispatchOrder, L
             "   a.engineer_code, date_format(a.plan_start_time,'%Y-%m-%d %H:%i:%s') time_begin, date_format(a.plan_end_time,'%Y-%m-%d %H:%i:%s') time_end \n" +
             " from order_info a  \n" +
             "       where a.org_team_id=?3 and a.dt = ?4 and bean_status='OPEN'\n" +
-            "       and appointment_method like 'AUTO%'  and a.appointment_status in ('CONFIRM')\n" +
+            "       and (appointment_method like 'AUTO%' or appointment_method='MANUAL')  and a.appointment_status in ('CONFIRM')\n" +
             "       and order_status ='NORMAL' and service_status='INIT'\n" +
-            "        order by a.expect_time_begin asc  ",
+            "       order by a.expect_time_begin asc  ",
             nativeQuery = true)
     List<Map<String,Object>> getNewDispatchConfirmOrder(String groupId, String batchNo, String teamId, String batchDay);
 }
\ No newline at end of file

project-dispatch/src/main/java/com/dituhui/pea/dispatch/dao/OrgWarehouseInfoDao.java

+package com.dituhui.pea.dispatch.dao;
+
+import com.dituhui.pea.dispatch.entity.OrgWarehouseInfoEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface OrgWarehouseInfoDao extends JpaRepository<OrgWarehouseInfoEntity, Long> {
+
+    OrgWarehouseInfoEntity findByWarehouseId(String wareHouseId);
+}

project-dispatch/src/main/java/com/dituhui/pea/dispatch/entity/DispatchEngineer.java

@@ -24,7 +24,7 @@ public class DispatchEngineer implements Serializable {
 
     @Column(name = "group_id")
     private String groupId;
-    
+
     @Column(name = "team_id")
     private String teamId;
 
@@ -51,7 +51,7 @@ public class DispatchEngineer implements Serializable {
 
     @Column(name = "max_distance")
     private Integer maxDistance;
-    
+
     @Column(name = "vehicle_type")
     private Integer vehicleType;
 
@@ -65,4 +65,22 @@ public class DispatchEngineer implements Serializable {
     @Column(name = "update_time")
     private LocalDateTime updateTime;
 
+    /**
+     * 常规出发地，1配件仓，3工作地址 默认工作地址
+     */
+    @Column(name = "departure")
+    private Integer departure;
+
+    /**
+     * 工作地址经度
+     */
+    @Column(name = "work_x")
+    private String workX;
+
+    /**
+     * 工作地址纬度
+     */
+    @Column(name = "work_y")
+    private String workY;
+
 }
\ No newline at end of file

project-dispatch/src/main/java/com/dituhui/pea/dispatch/entity/EngineerInfo.java

@@ -64,4 +64,22 @@ public class EngineerInfo implements Serializable {
     @Column(name = "update_time")
     private LocalDateTime updateTime;
 
+    /**
+     * 工作地址经度
+     */
+    @Column(name = "work_address")
+    private String workAddress;
+
+    /**
+     * 工作地址经度
+     */
+    @Column(name = "work_x")
+    private String workX;
+
+    /**
+     * 工作地址纬度
+     */
+    @Column(name = "work_y")
+    private String workY;
+
 }

project-dispatch/src/main/java/com/dituhui/pea/dispatch/entity/OrgWarehouseInfoEntity.java

+package com.dituhui.pea.dispatch.entity;
+
+import lombok.Data;
+
+import javax.persistence.Entity;
+import javax.persistence.Id;
+import javax.persistence.Table;
+import java.time.LocalDateTime;
+
+@Data
+@Entity
+@Table(name = "org_warehouse_info")
+public class OrgWarehouseInfoEntity {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id
+    private Integer id;
+
+    /**
+     * 配件仓id
+     */
+    private String warehouseId;
+
+    /**
+     * 配件仓名称
+     */
+    private String warehouseName;
+
+    /**
+     * 归属分部
+     */
+    private String branchId;
+
+    /**
+     * 归属分站
+     */
+    private String groupId;
+
+    /**
+     * 所在城市id
+     */
+    private String cityCode;
+
+    /**
+     * 配件仓
+     */
+    private String address;
+
+    /**
+     * 办公地址经度
+     */
+    private String x;
+
+    /**
+     * 办公地址纬度
+     */
+    private String y;
+
+    /**
+     * 配件到达时间
+     */
+    private String arriveTime;
+
+    /**
+     * 配件到达时间
+     */
+    private String cutoffTime;
+
+    /**
+     * 类型（1分部仓-可分发，2小组仓-快递柜）
+     */
+    private int kind;
+
+    /**
+     * 管理员姓名
+     */
+    private String managerName;
+
+    /**
+     * 管理员手机号码
+     */
+    private String managerPhone;
+
+    /**
+     * 备注
+     */
+    private String memo;
+
+    /**
+     * 创建时间
+     */
+    private LocalDateTime createTime = LocalDateTime.now();
+
+    /**
+     * 更新时间
+     */
+    private LocalDateTime updateTime = LocalDateTime.now();
+
+}

project-dispatch/src/main/java/com/dituhui/pea/dispatch/enums/DepartureEnum.java

+package com.dituhui.pea.dispatch.enums;
+
+import cn.hutool.core.util.ObjectUtil;
+
+import java.util.Objects;
+
+
+/**
+ * 常规出发地，1配件仓，3工作地址
+ *
+ * @author RenPing
+ * @date 2023/10/24
+ */
+public enum DepartureEnum {
+    WARE_HOUSE(1, "配件仓"),
+    WORK_ADDR(3, "工作地址");
+
+    private Integer code;
+    private String name;
+
+    private DepartureEnum(Integer code, String name) {
+        this.code = code;
+        this.name = name;
+    }
+
+    public Integer getCode() {
+        return code;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public static String getNameByValue(Integer value) {
+        if (Objects.isNull(value)) {
+            return null;
+        }
+
+        for (DepartureEnum enums : DepartureEnum.values()) {
+            if (ObjectUtil.equal(enums.getCode(), value)) {
+                return enums.getName();
+            }
+        }
+
+        return null;
+    }
+}

project-dispatch/src/main/java/com/dituhui/pea/dispatch/pojo/Technician.java

@@ -90,16 +90,30 @@ public class Technician {
                       int startTime, int endTime, Set<String> skills, Map<String, Long> preferredlocationDistanceMap) {
         this.id = id;
         this.code = code;
-		this.maxCount = maxCount;
-		this.maxMinute = maxMinute;
-		this.maxDistanceMeter = maxDistanceMeter;
-		this.vehicleType = vehicleType;
+        this.maxCount = maxCount;
+        this.maxMinute = maxMinute;
+        this.maxDistanceMeter = maxDistanceMeter;
+        this.vehicleType = vehicleType;
         this.depot = depot;
         this.timeWindows = new int[][]{new int[]{startTime, endTime}};
         this.skills = skills;
         this.preferredlocationDistanceMap = preferredlocationDistanceMap;
     }
 
+    public Technician(long id, String code, int maxCount, int maxMinute, int maxDistanceMeter, Integer vehicleType, Depot depot,
+                      int[][] timeWindows, Set<String> skills, Map<String, Long> preferredlocationDistanceMap) {
+        this.id = id;
+        this.code = code;
+        this.maxCount = maxCount;
+        this.maxMinute = maxMinute;
+        this.maxDistanceMeter = maxDistanceMeter;
+        this.vehicleType = vehicleType;
+        this.depot = depot;
+        this.timeWindows = timeWindows;
+        this.skills = skills;
+        this.preferredlocationDistanceMap = preferredlocationDistanceMap;
+    }
+
     // ************************************************************************
     // Complex methods
     // ************************************************************************

project-dispatch/src/main/java/com/dituhui/pea/dispatch/scheduler/BatchScheduler.java

@@ -73,7 +73,7 @@ public class BatchScheduler {
                 UUID problemId = solveService.generateProblemId(teamId, batchNo);
                 log.info("dispatchRun teamId:{}, day:{}, batch:{}, problemId:{}", teamId, currDay, batchNo, problemId);
 
-                DispatchSolution problem = solveService.prepareSolution2(teamId, batchNo);
+                DispatchSolution problem = solveService.prepareSolution2(teamId, batchNo, currDay);
 
                 if (problem.getCustomerList().size() <= 0) {
                     log.info("dispatchRun 当前批次没有待指派工单 , teamId:{}, day:{}, batch:{}, problemId:{}, order-size:{}", teamId, currDay, batchNo, problemId, problem.getCustomerList().size());

project-dispatch/src/main/java/com/dituhui/pea/dispatch/service/SolveService.java

@@ -25,7 +25,7 @@ public interface SolveService {
     DispatchSolution prepareSolution(String groupId, String batchNo) ;
     
     
-    DispatchSolution prepareSolution2(String teamId, String batchNo) ;
+    DispatchSolution prepareSolution2(String teamId, String batchNo, String currDay) ;
 
 
     /*

project-dispatch/src/main/java/com/dituhui/pea/dispatch/service/impl/SchedulerServiceImpl.java

@@ -129,7 +129,7 @@ public class SchedulerServiceImpl implements SchedulerService {
                 UUID problemId = solveService.generateProblemId(teamId, batchNo);
                 log.info("dispatchRun teamId:{}, day:{}, batch:{}, problemId:{}", teamId, currDay, batchNo, problemId);
 
-                DispatchSolution problem = solveService.prepareSolution2(teamId, batchNo);
+                DispatchSolution problem = solveService.prepareSolution2(teamId, batchNo, currDay);
 
                 if (problem.getCustomerList().size() <= 0) {
                     log.info("dispatchRun 当前批次没有待指派工单 , teamId:{}, day:{}, batch:{}, problemId:{}, order-size:{}", teamId, currDay, batchNo, problemId, problem.getCustomerList().size());

project-dispatch/src/main/java/com/dituhui/pea/dispatch/service/impl/SolveServiceImpl.java

 package com.dituhui.pea.dispatch.service.impl;
 
+import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.crypto.SecureUtil;
 import com.dituhui.pea.dispatch.common.GeoDistanceCalculator;
 import com.dituhui.pea.dispatch.constraint.DispatchConstraintProvider;
 import com.dituhui.pea.dispatch.dao.*;
-import com.dituhui.pea.dispatch.entity.DispatchOrder;
-import com.dituhui.pea.dispatch.entity.OrderInfo;
-import com.dituhui.pea.dispatch.entity.OrgGroup;
-import com.dituhui.pea.dispatch.entity.OrgTeamEntity;
+import com.dituhui.pea.dispatch.entity.*;
+import com.dituhui.pea.dispatch.enums.DepartureEnum;
 import com.dituhui.pea.dispatch.pojo.*;
+import com.dituhui.pea.dispatch.service.EngineerCalendarService;
 import com.dituhui.pea.dispatch.service.ExtractService;
 import com.dituhui.pea.dispatch.service.SolveService;
 import com.dituhui.pea.dispatch.utils.DispatchSolutionUtils;
@@ -77,6 +77,12 @@ public class SolveServiceImpl implements SolveService {
     @Autowired
     OrgTeamDao orgTeamDao;
 
+    @Autowired
+    private OrgWarehouseInfoDao orgWarehouseInfoDao;
+
+    @Autowired
+    private EngineerCalendarService engineerCalendarService;
+
     // 查询技术员所有技能集
     private List<String> queryEngineerSkills(String engineerCode) {
         String sql = "select concat( b.brand, '-', b.type, '-', b.skill) as skill   from engineer_skill_group a left join skill_info b \n" + "                 on a.skill_group_code= b.skill_group_code  where a.engineer_code=? and a.status=1 \n" + "                 and b.brand is not null ";
@@ -195,7 +201,7 @@ public class SolveServiceImpl implements SolveService {
 
     // 按小队，批号组装问题对象
     @Override
-    public DispatchSolution prepareSolution2(String teamId, String batchNo) {
+    public DispatchSolution prepareSolution2(String teamId, String batchNo, String currDay) {
         log.info("组织问题对象, teamId:{}, batchNo:{}", teamId, batchNo);
 
         entityManager.clear();
@@ -204,15 +210,14 @@ public class SolveServiceImpl implements SolveService {
 
         //  统一出发地
         Depot oneDepot;
-        Optional<OrgGroup> optional = groupRepository.findByGroupId(team.getGroupId());
-        if (optional.isEmpty()) {
-            log.error("组织问题对象, 未查询到组织信息 ,groupId:{}, batchNo:{}", team.getGroupId(), batchNo);
-            throw new RuntimeException(String.format("组织问题对象, 未查询到组织信息 ,groupId:%s, batchNo:%s", team.getGroupId(), batchNo));
+        OrgWarehouseInfoEntity orgWarehouseInfoEntity = orgWarehouseInfoDao.findByWarehouseId(team.getWarehouseId());
+        if (Objects.isNull(orgWarehouseInfoEntity)) {
+            log.error("配件仓问题对象, 未查询到配件仓信息 ,teamId:{}, warehouseId:{}, batchNo:{}", team.getTeamId(), team.getWarehouseId(), batchNo);
+            throw new RuntimeException(String.format("组织问题对象, 未查询到组织信息 ,teamId:, %s, warehouseId:%s, batchNo:%s", team.getTeamId(), team.getWarehouseId(), batchNo));
         }
 
-        OrgGroup oneGroup = optional.get();
-        Location deptLocation = new Location(oneGroup.getId(), oneGroup.getGroupId(), "起点", Double.parseDouble(oneGroup.getX()), Double.parseDouble(oneGroup.getY()));
-        oneDepot = new Depot(oneGroup.getId(), oneGroup.getGroupId(), deptLocation, 60 * 8, 60 * 18);
+        Location deptLocation = new Location(orgWarehouseInfoEntity.getId(), orgWarehouseInfoEntity.getWarehouseId(), "起点", Double.parseDouble(orgWarehouseInfoEntity.getX()), Double.parseDouble(orgWarehouseInfoEntity.getY()));
+        oneDepot = new Depot(orgWarehouseInfoEntity.getId(), orgWarehouseInfoEntity.getWarehouseId(), deptLocation, 60 * 8, 60 * 18);
 
 
         // customerlist
@@ -295,7 +300,20 @@ public class SolveServiceImpl implements SolveService {
             if (engineer.getVehicleType() != null && engineer.getVehicleType() == 2) {
                 maxDistance = 40 * 1000;
             }
-            Technician vehicle = new Technician(engineer.getId(), engineer.getEngineerCode(), engineer.getMaxNum(), engineer.getMaxMinute(), maxDistance, engineer.getVehicleType(), oneDepot, 60 * 8, 60 * 18, Set.copyOf(skillList), preferedLoctionDistanceMap);
+
+            Double x = null;
+            Double y = null;
+            if (ObjectUtil.equal(engineer.getDeparture(), DepartureEnum.WORK_ADDR.getCode())) {
+                x = Double.parseDouble(engineer.getWorkX());
+                y = Double.parseDouble(engineer.getWorkY());
+            } else {
+                x = Double.parseDouble(orgWarehouseInfoEntity.getX());
+                y = Double.parseDouble(orgWarehouseInfoEntity.getY());
+            }
+            Location engineerLocation = new Location(engineer.getId(), engineer.getEngineerCode(), "起点", x, y);
+            Depot engineerDepot = new Depot(engineer.getId(), engineer.getEngineerCode(), engineerLocation, 60 * 8, 60 * 18);
+            int[][] timeWindows = engineerCalendarService.timeWindows(engineer.getEngineerCode(), teamId, LocalDateTimeUtil.parseDate(currDay, DateTimeFormatter.ofPattern("yyyy-MM-dd")));
+            Technician vehicle = new Technician(engineer.getId(), engineer.getEngineerCode(), engineer.getMaxNum(), engineer.getMaxMinute(), maxDistance, engineer.getVehicleType(), engineerDepot, timeWindows, Set.copyOf(skillList), preferedLoctionDistanceMap);
             technicianList.add(vehicle);
         });
 
@@ -303,7 +321,7 @@ public class SolveServiceImpl implements SolveService {
         log.info("组织问题对象, technician-list, teamId:{}, batchNo:{}, technician-list:{}", teamId, batchNo, technicianList.size());
 
         // locationlist 起点+订单地点
-        List<Location> locationList = Stream.concat(Lists.newArrayList(oneDepot).stream().map(Depot::getLocation), customerList.stream().map(Customer::getLocation)).collect(Collectors.toList());
+        List<Location> locationList = Stream.concat(technicianList.stream().map(technician -> technician.getDepot().getLocation()), customerList.stream().map(Customer::getLocation)).collect(Collectors.toList());
 
         DispatchSolution solution = new DispatchSolution(team.getGroupId(), teamId, batchNo, locationList, oneDepot, technicianList, customerList);
 

project-dispatch/src/main/resources/application-dev.yaml

@@ -3,15 +3,15 @@ server:
 
 dispatch:
   cron:
-    expr: 0 55 8-22 * * ?
+    expr: 0 15 8-23 * * ?
     next-day-limit: 2
 #    expr: 0 */10 8-18 * * ?
 
 scheduler:
   init-engineer-capacity:
     # 每天22点1次
-    #cron-expr: 0 0 22 * * ?
-    cron-expr: 0 51 * * * ?
+    cron-expr: 0 0 22 * * ?
+    #cron-expr: 0 51 * * * ?
     day-offset-begin: 0
     day-offset-end: 20
     rewrite-force: true

project-dispatch/src/main/resources/application.yaml

@@ -3,7 +3,7 @@ server:
 
 dispatch:
   cron:
-    expr: 0 */30 8-18 * * ?
+    expr: 0 */30 8-23 * * ?
     next-day-limit: 2
 
 scheduler: