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wms-business-flow

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UpdatedMarch 14, 2026 at 10:05

Guides understanding and implementation of WMS business processes including inbound, outbound, inventory management, and system operations. Invoke when developing business logic, understanding workflows, or implementing new features.

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WMS 业务流程开发指南

本技能提供完整的 WMS（仓库管理系统）业务流程指导，涵盖入库、出库、库存管理等核心业务流程。

系统架构概览

SaaS 多租户架构

ModernWMS (SaaS平台)
├── 租户管理 (Tenant)
│   ├── 租户基本信息
│   ├── 租户数据库配置
│   └── 租户AI配置
├── 用户权限 (User & Role)
│   ├── 用户管理
│   ├── 角色管理
│   └── 菜单权限
└── 业务数据 (租户隔离)
    ├── 基础数据
    ├── 入库管理
    ├── 出库管理
    └── 库存管理

核心业务模块

WMS业务模块
├── 基础数据管理
│   ├── 仓库管理 (Warehouse)
│   ├── 库区管理 (WarehouseArea)
│   ├── 库位管理 (WarehouseLocation)
│   ├── 商品管理 (SPU/SKU)
│   ├── 分类管理 (Category)
│   ├── 供应商管理 (Supplier)
│   ├── 客户管理 (Customer)
│   └── 货主管理 (GoodsOwner)
├── 入库管理
│   ├── 入库订单 (InboundOrder)
│   ├── 入库拣货上架单 (InboundPickPutaway)
│   └── 入库单 (InboundReceipt)
├── 出库管理
│   ├── 出库订单 (OutboundOrder)
│   ├── 出库拣货单 (OutboundPickPutaway)
│   └── 出库单 (OutboundReceipt)
├── 库存管理
│   ├── 库存查询 (Stock)
│   ├── 库存盘点 (Stocktaking)
│   ├── 库存移动 (Stockmove)
│   ├── 库存调整 (Stockadjust)
│   └── 库存冻结 (Stockfreeze)
└── 系统管理
    ├── 操作日志 (ActionLog)
    ├── 打印方案 (PrintSolution)
    └── 运费管理 (Freightfee)

核心业务流程

1. 入库流程

🔄 流程图

入库订单 (InboundOrder)
    ↓ [生成拣货上架单]
拣货上架单 (InboundPickPutaway)
    ↓ [上架完成]
入库单 (InboundReceipt)
    ↓ [确认入库]
库存增加 (Stock)

📊 状态流转

入库订单 (InboundOrder)
    0-待处理
    ↓ 生成拣货上架单
    1-已生成上架单
    ↓ 取消
    2-已取消

拣货上架单 (InboundPickPutaway)
    0-待上架
    ↓ 开始上架
    1-上架中
    ↓ 上架完成
    2-上架完成
    ↓ 生成入库单
    3-已生成入库单
    ↓ 取消
    4-已取消

入库单 (InboundReceipt)
    0-待入库
    ↓ 确认入库
    1-已入库
    ↓ 取消
    2-已取消

📝 详细步骤

阶段一：创建入库订单

from app.models.entities.inbound_order import InboundOrder

inbound_order = InboundOrder(
    order_no='IB202501010001',           # 入库订单号
    order_status=0,                       # 待处理
    supplier_id=1,                        # 供应商ID
    supplier_name='供应商A',
    warehouse_id=1,                       # 仓库ID
    warehouse_name='北京仓',
    goods_owner_id=1,                     # 货主ID
    goods_owner_name='货主A',
    total_qty=100,                        # 总数量
    total_weight=500.50,                   # 总重量
    total_volume=200.30,                   # 总体积
    estimated_arrival_time=1735689600,    # 预计到货时间
    creator='admin',
    tenant_id='tenant-uuid'
)

关键信息：

订单号：唯一标识入库订单
供应商：货物的来源方
仓库：入库的目标仓库
货主：货物的所有者
明细：InboundOrderItem（包含SKU、数量、批次等）

阶段二：生成拣货上架单

from app.models.entities.inbound_pick_putaway import InboundPickPutaway

pick_putaway = InboundPickPutaway(
    pick_putaway_no='PP202501010001',     # 拣货上架单号
    pick_putaway_status=0,                # 待上架
    order_id=1,                          # 入库订单ID
    order_no='IB202501010001',
    supplier_id=1,
    supplier_name='供应商A',
    warehouse_id=1,
    goods_owner_id=1,
    goods_owner_name='货主A',
    total_qty=100,
    putaway_qty=0,                       # 已上架数量
    creator='admin',
    tenant_id='tenant-uuid'
)

关键信息：

关联入库订单
预分配库位：为每个SKU分配目标库位
上架人员：负责上架的仓库人员
明细：InboundPickPutawayItem（包含SKU、目标库位、数量）

阶段三：上架操作

async def process_putaway(pick_putaway_id: int):
    """处理上架操作"""
    # 获取拣货上架单
    pick_putaway = await inbound_pick_putaway_repository.get_by_id(pick_putaway_id)
    
    # 1. 更新上架单状态为"上架中"
    pick_putaway.pick_putaway_status = 1
    pick_putaway.putaway_start_time = int(datetime.now().timestamp())
    
    # 2. 执行上架操作
    for item in pick_putaway.items:
        # 将商品放到指定库位
        # 记录上架数量
        pick_putaway.putaway_qty += item.qty
    
    # 3. 上架完成
    pick_putaway.pick_putaway_status = 2
    pick_putaway.putaway_end_time = int(datetime.now().timestamp())

阶段四：生成入库单

from app.models.entities.inbound_receipt import InboundReceipt

receipt = InboundReceipt(
    receipt_no='IR202501010001',         # 入库单号
    receipt_status=0,                      # 待入库
    pick_putaway_id=1,                    # 拣货上架单ID
    order_id=1,
    order_no='IB202501010001',
    supplier_id=1,
    supplier_name='供应商A',
    warehouse_id=1,
    goods_owner_id=1,
    goods_owner_name='货主A',
    total_qty=100,                         # 计划数量
    actual_qty=100,                        # 实际数量
    total_weight=500.50,
    actual_weight=500.50,
    total_volume=200.30,
    actual_volume=200.30,
    arrival_time=1735689600,              # 到货时间
    unload_time=1735689900,               # 卸货时间
    unload_person='张三',
    creator='admin',
    tenant_id='tenant-uuid'
)

阶段五：确认入库（增加库存）

async def confirm_inbound(receipt_id: int):
    """确认入库并增加库存"""
    # 获取入库单
    receipt = await inbound_receipt_repository.get_by_id(receipt_id)
    
    # 更新入库单状态
    receipt.receipt_status = 1
    receipt.inbound_time = int(datetime.now().timestamp())
    receipt.inbound_person = 'admin'
    
    # 增加库存
    for item in receipt.items:
        stock = Stock(
            sku_id=item.sku_id,
            goods_location_id=item.goods_location_id,
            qty=item.qty,
            goods_owner_id=receipt.goods_owner_id,
            is_freeze=False,
            series_number=item.series_number,
            expiry_date=item.expiry_date,
            price=item.price,
            putaway_date=int(datetime.now().timestamp()),
            warehouse_id=receipt.warehouse_id,
            warehouse_name=receipt.warehouse_name,
            warehouse_area_id=item.warehouse_area_id,
            warehouse_area_name=item.warehouse_area_name,
            warehouse_location_name=item.warehouse_location_name,
            spu_name=item.spu_name,
            sku_code=item.sku_code,
            sku_name=item.sku_name,
            batch_no=item.batch_no,
            production_date=item.production_date,
            tenant_id=receipt.tenant_id
        )
        await stock_repository.create(stock)

2. 出库流程

🔄 流程图

出库订单 (OutboundOrder)
    ↓ [生成拣货单]
拣货单 (OutboundPickPutaway)
    ↓ [拣货完成]
出库单 (OutboundReceipt)
    ↓ [确认出库]
库存扣减 (Stock)

📊 状态流转

出库订单 (OutboundOrder)
    0-待处理
    ↓ 生成拣货单
    1-已生成拣货单
    ↓ 取消
    2-已取消

拣货单 (OutboundPickPutaway)
    0-待拣货
    ↓ 开始拣货
    1-拣货中
    ↓ 拣货完成
    2-拣货完成
    ↓ 生成出库单
    3-已生成出库单
    ↓ 取消
    4-已取消

出库单 (OutboundReceipt)
    0-待出库
    ↓ 确认出库
    1-已出库
    ↓ 取消
    2-已取消

📝 详细步骤

阶段一：创建出库订单

from app.models.entities.outbound_order import OutboundOrder

outbound_order = OutboundOrder(
    order_no='OB202501010001',           # 出库订单号
    order_status=0,                        # 待处理
    customer_id=1,                         # 客户ID
    customer_name='客户A',
    warehouse_id=1,                        # 仓库ID
    warehouse_name='北京仓',
    goods_owner_id=1,                      # 货主ID
    goods_owner_name='货主A',
    total_qty=50,                          # 总数量
    total_weight=250.25,                    # 总重量
    total_volume=100.15,                    # 总体积
    creator='admin',
    tenant_id='tenant-uuid'
)

关键信息：

订单号：唯一标识出库订单
客户：货物的接收方
仓库：出库的来源仓库
货主：货物的所有者
明细：OutboundOrderItem（包含SKU、数量等）

阶段二：生成拣货单

from app.models.entities.outbound_pick_putaway import OutboundPickPutaway

pick_putaway = OutboundPickPutaway(
    pick_putaway_no='OP202501010001',     # 拣货单号
    pick_putaway_status=0,                # 待拣货
    order_id=1,                          # 出库订单ID
    order_no='OB202501010001',
    customer_id=1,
    customer_name='客户A',
    warehouse_id=1,
    goods_owner_id=1,
    goods_owner_name='货主A',
    total_qty=50,
    picked_qty=0,                        # 已拣货数量
    creator='admin',
    tenant_id='tenant-uuid'
)

关键信息：

关联出库订单
锁定库存：为拣货的SKU锁定库存
拣货人员：负责拣货的仓库人员
明细：OutboundPickPutawayItem（包含SKU、源库位、数量）

阶段三：拣货操作

async def process_pick(pick_putaway_id: int):
    """处理拣货操作"""
    # 获取拣货单
    pick_putaway = await outbound_pick_putaway_repository.get_by_id(pick_putaway_id)
    
    # 1. 更新拣货单状态为"拣货中"
    pick_putaway.pick_putaway_status = 1
    pick_putaway.pick_start_time = int(datetime.now().timestamp())
    
    # 2. 执行拣货操作
    for item in pick_putaway.items:
        # 从指定库位拣货
        # 检查库存是否充足
        # 锁定库存
        pick_putaway.picked_qty += item.qty
    
    # 3. 拣货完成
    pick_putaway.pick_putaway_status = 2
    pick_putaway.pick_end_time = int(datetime.now().timestamp())

阶段四：生成出库单

from app.models.entities.outbound_receipt import OutboundReceipt

receipt = OutboundReceipt(
    receipt_no='OR202501010001',         # 出库单号
    receipt_status=0,                      # 待出库
    pick_putaway_id=1,                    # 拣货单ID
    order_id=1,
    order_no='OB202501010001',
    customer_id=1,
    customer_name='客户A',
    warehouse_id=1,
    goods_owner_id=1,
    goods_owner_name='货主A',
    total_qty=50,                          # 计划数量
    actual_qty=50,                         # 实际数量
    total_weight=250.25,
    actual_weight=250.25,
    total_volume=100.15,
    actual_volume=100.15,
    package_no='PKG202501010001',          # 打包单号
    package_person='李四',
    package_time=1735690000,
    weighing_no='WG202501010001',          # 称重单号
    weighing_person='王五',
    weighing_weight=250.25,
    waybill_no='SF1234567890',            # 运单号
    carrier='顺丰速运',
    freightfee=15.50,                      # 运费
    creator='admin',
    tenant_id='tenant-uuid'
)

阶段五：确认出库（扣减库存）

async def confirm_outbound(receipt_id: int):
    receipt = await outbound_receipt_repository.get_by_id(receipt_id)
    
    # 更新出库单状态
    receipt.receipt_status = 1
    receipt.outbound_time = int(datetime.now().timestamp())
    receipt.outbound_person = 'admin'
    
    # 扣减库存（遵循FIFO原则）
    for item in receipt.items:
        # 查找对应的库存记录
        stocks = await stock_repository.get_by_location_and_sku(
            item.goods_location_id,
            item.sku_id
        )
        
        # 扣减库存数量
        for stock in stocks:
            if stock.qty >= item.qty:
                stock.qty -= item.qty
                await stock_repository.update(stock.id, {'qty': stock.qty})
                break
            else:
                item.qty -= stock.qty
                stock.qty = 0
                await stock_repository.update(stock.id, {'qty': stock.qty})

3. 库存管理流程

3.1 库存查询

from app.models.entities.stock import Stock

async def query_stock(
    sku_id: int,
    goods_owner_id: int,
    warehouse_id: int
) -> List[Stock]:
    """查询指定SKU的库存"""
    stocks = await stock_repository.get_by_conditions({
        'sku_id': sku_id,
        'goods_owner_id': goods_owner_id,
        'warehouse_id': warehouse_id,
        'tenant_id': tenant_id
    })
    return stocks

async def summarize_stock(sku_id: int) -> dict:
    """汇总库存信息"""
    stocks = await stock_repository.get_by_sku_id(sku_id)
    
    total_qty = sum(stock.qty for stock in stocks)
    frozen_qty = sum(stock.qty for stock in stocks if stock.is_freeze)
    available_qty = total_qty - frozen_qty
    
    return {
        'total_qty': total_qty,
        'frozen_qty': frozen_qty,
        'available_qty': available_qty
    }

3.2 库存盘点

from app.models.entities.stocktaking import Stocktaking

stocktaking = Stocktaking(
    job_code='ST202501010001',           # 作业编号
    job_status=False,                      # 作业状态
    sku_id=1,                            # SKU ID
    goods_owner_id=1,                     # 货主ID
    goods_location_id=1,                   # 货位ID
    series_number='SN123456',
    expiry_date=1735689600,
    price=100.00,
    putaway_date=1735689600,
    book_qty=100,                         # 账面数量
    counted_qty=95,                        # 盘点数量
    difference_qty=-5,                      # 差异数量
    creator='admin',
    tenant_id='tenant-uuid'
)

async def process_stocktaking(stocktaking_id: int):
    stocktaking = await stocktaking_repository.get_by_id(stocktaking_id)
    
    # 计算差异
    stocktaking.difference_qty = stocktaking.counted_qty - stocktaking.book_qty
    
    # 处理差异
    if stocktaking.difference_qty != 0:
        # 创建库存调整单
        stockadjust = Stockadjust(
            job_code=f'SA{datetime.now().strftime("%Y%m%d%H%M%S")}',
            sku_id=stocktaking.sku_id,
            goods_owner_id=stocktaking.goods_owner_id,
            goods_location_id=stocktaking.goods_location_id,
            qty=stocktaking.difference_qty,
            job_type=1,                    # 1-盘点调整
            source_table_id=stocktaking.id,
            series_number=stocktaking.series_number,
            expiry_date=stocktaking.expiry_date,
            price=stocktaking.price,
            putaway_date=stocktaking.putaway_date,
            creator=stocktaking.creator,
            tenant_id=stocktaking.tenant_id
        )
        await stockadjust_repository.create(stockadjust)
    
    # 标记为已处理
    stocktaking.job_status = True
    stocktaking.handler = 'admin'
    stocktaking.handle_time = int(datetime.now().timestamp())

3.3 库存移动

from app.models.entities.stockmove import Stockmove

stockmove = Stockmove(
    job_code='SM202501010001',            # 作业编号
    move_status=0,                        # 移动状态
    sku_id=1,                             # SKU ID
    orig_goods_location_id=1,               # 原货位ID
    dest_googs_location_id=2,               # 目标货位ID
    qty=50,                               # 移动数量
    goods_owner_id=1,                      # 货主ID
    handler='张三',
    handle_time=0,
    creator='admin',
    tenant_id='tenant-uuid',
    series_number='SN123456',
    expiry_date=1735689600,
    price=100.00,
    putaway_date=1735689600
)

async def process_stockmove(stockmove_id: int):
    stockmove = await stockmove_repository.get_by_id(stockmove_id)
    
    # 1. 检查原货位库存
    orig_stock = await stock_repository.get_by_location_and_sku(
        stockmove.orig_goods_location_id,
        stockmove.sku_id
    )
    
    if not orig_stock or orig_stock.qty < stockmove.qty:
        raise Exception('原货位库存不足')
    
    # 2. 检查目标货位
    dest_stock = await stock_repository.get_by_location_and_sku(
        stockmove.dest_googs_location_id,
        stockmove.sku_id
    )
    
    # 3. 执行移动
    # 减少原货位库存
    orig_stock.qty -= stockmove.qty
    await stock_repository.update(orig_stock.id, {'qty': orig_stock.qty})
    
    # 增加目标货位库存
    if dest_stock:
        dest_stock.qty += stockmove.qty
        await stock_repository.update(dest_stock.id, {'qty': dest_stock.qty})
    else:
        # 创建新的库存记录
        dest_stock = Stock(
            sku_id=stockmove.sku_id,
            goods_location_id=stockmove.dest_googs_location_id,
            qty=stockmove.qty,
            goods_owner_id=stockmove.goods_owner_id,
            is_freeze=False,
            series_number=stockmove.series_number,
            expiry_date=stockmove.expiry_date,
            price=stockmove.price,
            putaway_date=stockmove.putaway_date,
            tenant_id=stockmove.tenant_id
        )
        await stock_repository.create(dest_stock)
    
    # 4. 更新移动单状态
    stockmove.move_status = 1
    stockmove.handle_time = int(datetime.now().timestamp())

3.4 库存调整

from app.models.entities.stockadjust import Stockadjust

stockadjust = Stockadjust(
    job_code='SA202501010001',            # 作业编号
    sku_id=1,                             # SKU ID
    goods_owner_id=1,                      # 货主ID
    goods_location_id=1,                    # 货位ID
    qty=10,                               # 调整数量（正数增加，负数减少）
    job_type=0,                           # 作业类型：0-手动调整，1-盘点调整
    source_table_id=0,                     # 来源表ID
    series_number='SN123456',
    expiry_date=1735689600,
    price=100.00,
    putaway_date=1735689600,
    creator='admin',
    tenant_id='tenant-uuid',
    is_update_stock=False                    # 是否已更新库存
)

async def process_stockadjust(stockadjust_id: int):
    stockadjust = await stockadjust_repository.get_by_id(stockadjust_id)
    
    # 查找库存记录
    stock = await stock_repository.get_by_location_and_sku(
        stockadjust.goods_location_id,
        stockadjust.sku_id
    )
    
    if not stock:
        # 创建新的库存记录
        stock = Stock(
            sku_id=stockadjust.sku_id,
            goods_location_id=stockadjust.goods_location_id,
            qty=stockadjust.qty,
            goods_owner_id=stockadjust.goods_owner_id,
            is_freeze=False,
            series_number=stockadjust.series_number,
            expiry_date=stockadjust.expiry_date,
            price=stockadjust.price,
            putaway_date=stockadjust.putaway_date,
            tenant_id=stockadjust.tenant_id
        )
        await stock_repository.create(stock)
    else:
        # 调整库存数量
        stock.qty += stockadjust.qty
        
        # 检查库存是否为负数
        if stock.qty < 0:
            raise Exception('库存不能为负数')
        
        await stock_repository.update(stock.id, {'qty': stock.qty})
    
    # 标记为已更新
    stockadjust.is_update_stock = True

3.5 库存冻结

from app.models.entities.stockfreeze import Stockfreeze

stockfreeze = Stockfreeze(
    job_code='SF202501010001',           # 作业编号
    job_type=True,                        # 作业类型：True-冻结，False-解冻
    sku_id=1,                            # SKU ID
    goods_owner_id=1,                     # 货主ID
    goods_location_id=1,                   # 货位ID
    handler='admin',
    handle_time=0,
    tenant_id='tenant-uuid',
    series_number='SN123456'
)

async def process_stockfreeze(stockfreeze_id: int):
    stockfreeze = await stockfreeze_repository.get_by_id(stockfreeze_id)
    
    # 查找库存记录
    stocks = await stock_repository.get_by_conditions({
        'sku_id': stockfreeze.sku_id,
        'goods_owner_id': stockfreeze.goods_owner_id,
        'goods_location_id': stockfreeze.goods_location_id,
        'tenant_id': stockfreeze.tenant_id
    })
    
    # 执行冻结/解冻
    for stock in stocks:
        if stockfreeze.job_type:
            # 冻结
            stock.is_freeze = True
        else:
            # 解冻
            stock.is_freeze = False
        
        await stock_repository.update(stock.id, {'is_freeze': stock.is_freeze})
    
    # 更新处理时间
    stockfreeze.handle_time = int(datetime.now().timestamp())

基础数据管理

4.1 仓库结构管理

仓库 (Warehouse)
    ↓ 包含多个
库区 (WarehouseArea)
    ↓ 包含多个
库位 (WarehouseLocation)

仓库层级关系：

仓库：最高层级，代表一个物理仓库
库区：仓库内的区域划分（如收货区、存储区、发货区）
库位：最小的存储单元，具体的货架位置

库位类型：

1-仓库
2-库区
3-库位

4.2 商品管理

商品分类 (Category)
    ↓ 包含多个
SPU (Standard Product Unit - 标准产品单位)
    ↓ 包含多个
SKU (Stock Keeping Unit - 库存量单位)

SPU vs SKU：

SPU：标准产品单位，代表一种商品（如：iPhone 15）
SKU：库存量单位，代表具体的规格（如：iPhone 15 128GB 黑色）

4.3 业务伙伴管理

供应商：提供货物的企业或个人
客户：接收货物的企业或个人
货主：货物的所有者（在多货主场景下）

多租户隔离

租户隔离原则

# 所有业务数据表都包含 tenant_id 字段
class BaseModel:
    tenant_id = Column(String(36), nullable=False, comment='租户ID')

# 查询时自动过滤租户数据
async def get_by_tenant(tenant_id: str, conditions: dict):
    conditions['tenant_id'] = tenant_id
    return await repository.get_by_conditions(conditions)

租户数据库隔离

# 每个租户可以有独立的数据库
class TenantDatabaseConfig:
    tenant_id: str
    db_host: str
    db_port: int
    db_database: str
    db_username: str
    db_password: str

# 租户管理模块使用主库
# 业务模块使用租户库

AI集成

AI配置管理

from app.models.entities.tenant_ai_config import TenantAIConfig

ai_config = TenantAIConfig(
    provider='openai',                    # 提供商
    model='gpt-4',                       # 模型
    temperature=0.7,                     # 温度
    top_p=0.9,                          # Top P
    max_tokens=2000,                      # 最大Token数
    config='{}',                         # 配置JSON
    tenant_id='tenant-uuid',
    creator='admin',
    is_valid=True
)

AI应用场景

智能推荐：推荐合适的库位
路径优化：优化拣货路径
需求预测：预测库存需求
异常检测：检测库存异常

业务规则

1. 入库规则

入库订单必须指定供应商、仓库、货主
拣货上架单必须关联入库订单
上架完成后才能生成入库单
确认入库后才能增加库存
库存按SKU+库位+货主+批次号唯一

2. 出库规则

出库订单必须指定客户、仓库、货主
拣货单必须关联出库订单
拣货时锁定库存
拣货完成后才能生成出库单
确认出库后才能扣减库存
先进先出（FIFO）原则

3. 库存规则

库存不能为负数
冻结的库存不能出库
库存调整需要审批
库存盘点需要处理差异
库存移动需要记录轨迹

4. 数据一致性规则

所有操作必须记录操作日志
订单状态流转必须符合业务流程
关联数据删除需要级联处理
租户数据必须严格隔离

开发规范

1. 服务层开发

from app.services.base_service import TenantAwareService
from app.core.current_user import CurrentUser

class BusinessService(TenantAwareService):
    """业务服务基类"""
    
    async def create_order(self, data: dict, current_user: CurrentUser):
        """创建订单"""
        # 1. 验证数据
        self._validate_data(data)
        
        # 2. 创建订单
        entity = self._create_entity(data, current_user)
        
        # 3. 保存到数据库
        await self._repository.create(entity)
        
        # 4. 记录操作日志
        await self._log_action('create', entity.id, current_user)
        
        # 5. 清除缓存
        await self._clear_cache(current_user.tenant_id)
        
        return entity

2. 状态流转管理

class OrderStatusManager:
    """订单状态管理器"""
    
    # 定义状态流转规则
    STATUS_FLOW = {
        'inbound_order': {
            0: [1, 2],  # 待处理 -> 已生成上架单, 已取消
            1: [2],      # 已生成上架单 -> 已取消
            2: []        # 已取消 -> 终态
        },
        'outbound_order': {
            0: [1, 2],  # 待处理 -> 已生成拣货单, 已取消
            1: [2],      # 已生成拣货单 -> 已取消
            2: []        # 已取消 -> 终态
        }
    }
    
    @classmethod
    def can_transition(cls, order_type: str, from_status: int, to_status: int) -> bool:
        """检查状态是否可以流转"""
        allowed = cls.STATUS_FLOW.get(order_type, {}).get(from_status, [])
        return to_status in allowed

3. 库存操作

class StockOperator:
    """库存操作器"""
    
    @staticmethod
    async def increase_stock(stock_data: dict):
        """增加库存"""
        # 1. 查找现有库存
        stock = await stock_repository.find_stock(
            stock_data['sku_id'],
            stock_data['goods_location_id'],
            stock_data['goods_owner_id']
        )
        
        # 2. 更新或创建库存
        if stock:
            stock.qty += stock_data['qty']
            await stock_repository.update(stock.id, {'qty': stock.qty})
        else:
            await stock_repository.create(Stock(**stock_data))
    
    @staticmethod
    async def decrease_stock(stock_data: dict):
        """减少库存"""
        # 1. 查找库存
        stock = await stock_repository.find_stock(
            stock_data['sku_id'],
            stock_data['goods_location_id'],
            stock_data['goods_owner_id']
        )
        
        # 2. 检查库存
        if not stock or stock.qty < stock_data['qty']:
            raise Exception('库存不足')
        
        # 3. 减少库存
        stock.qty -= stock_data['qty']
        await stock_repository.update(stock.id, {'qty': stock.qty})

性能优化

1. 内存优化

1.1 避免不必要的对象创建

# ❌ 错误：每次循环都创建新对象
async def process_orders(order_ids: List[int]):
    for order_id in order_ids:
        # 每次都创建新的仓库对象
        repository = InboundOrderRepository()
        order = await repository.get_by_id(order_id)

# ✅ 正确：复用仓库对象
async def process_orders(order_ids: List[int]):
    # 只创建一次仓库对象
    repository = InboundOrderRepository()
    for order_id in order_ids:
        order = await repository.get_by_id(order_id)

1.2 及时释放不再需要的资源

# ❌ 错误：不关闭数据库连接
async def query_large_data():
    results = await db.execute("SELECT * FROM large_table")
    return results

# ✅ 正确：使用上下文管理器自动释放资源
async def query_large_data():
    async with db.connect() as conn:
        results = await conn.execute("SELECT * FROM large_table")
        return results

1.3 注意内存泄漏问题

# ❌ 错误：缓存无限增长
cache = {}

async def get_data(key: str):
    if key not in cache:
        cache[key] = await fetch_data(key)
    return cache[key]

# ✅ 正确：使用LRU缓存限制大小
from functools import lru_cache

@lru_cache(maxsize=1000)
async def get_data(key: str):
    return await fetch_data(key)

2. 计算优化

2.1 避免重复计算

# ❌ 错误：重复计算相同的数据
async def calculate_inventory(order_items: List[OrderItem]):
    total_qty = 0
    total_weight = 0
    total_volume = 0
    
    for item in order_items:
        total_qty += item.qty
        total_weight += item.qty * item.weight
        total_volume += item.qty * item.volume
    
    # 重复计算
    for item in order_items:
        total_qty += item.qty
        total_weight += item.qty * item.weight
        total_volume += item.qty * item.volume
    
    return total_qty, total_weight, total_volume

# ✅ 正确：只计算一次并缓存结果
async def calculate_inventory(order_items: List[OrderItem]):
    total_qty = sum(item.qty for item in order_items)
    total_weight = sum(item.qty * item.weight for item in order_items)
    total_volume = sum(item.qty * item.volume for item in order_items)
    
    return total_qty, total_weight, total_volume

2.2 使用适当的数据结构和算法

# ❌ 错误：使用列表进行频繁查找
async def find_stock_by_sku(sku_id: int, stocks: List[Stock]):
    for stock in stocks:
        if stock.sku_id == sku_id:
            return stock
    return None

# ✅ 正确：使用字典进行快速查找
async def find_stock_by_sku(sku_id: int, stocks: List[Stock]):
    stock_dict = {stock.sku_id: stock for stock in stocks}
    return stock_dict.get(sku_id)

2.3 延迟计算直到必要时

# ❌ 错误：立即计算所有数据
async def get_order_details(order_id: int):
    order = await order_repository.get_by_id(order_id)
    items = await item_repository.get_by_order_id(order_id)
    stocks = await stock_repository.get_by_items(items)
    # 计算所有库存信息，即使可能不需要
    inventory_info = calculate_inventory(stocks)
    return order, items, inventory_info

# ✅ 正确：使用生成器延迟计算
async def get_order_details(order_id: int):
    order = await order_repository.get_by_id(order_id)
    items = await item_repository.get_by_order_id(order_id)
    
    # 使用生成器，只在需要时计算
    async def get_inventory_info():
        stocks = await stock_repository.get_by_items(items)
        return calculate_inventory(stocks)
    
    return order, items, get_inventory_info

3. 并行优化

3.1 识别可并行化的任务

# ❌ 错误：串行处理多个订单
async def process_multiple_orders(order_ids: List[int]):
    results = []
    for order_id in order_ids:
        result = await process_order(order_id)
        results.append(result)
    return results

# ✅ 正确：并行处理多个订单
import asyncio

async def process_multiple_orders(order_ids: List[int]):
    tasks = [process_order(order_id) for order_id in order_ids]
    results = await asyncio.gather(*tasks)
    return results

3.2 避免不必要的同步

# ❌ 错误：不必要的同步等待
async def update_stock_and_log(stock_id: int, qty: int):
    # 等待库存更新完成
    await stock_repository.update(stock_id, {'qty': qty})
    # 等待日志记录完成
    await log_repository.create({'action': 'update', 'qty': qty})
    return True

# ✅ 正确：并行执行不相关的任务
async def update_stock_and_log(stock_id: int, qty: int):
    # 并行执行库存更新和日志记录
    stock_task = asyncio.create_task(stock_repository.update(stock_id, {'qty': qty}))
    log_task = asyncio.create_task(log_repository.create({'action': 'update', 'qty': qty}))
    
    await asyncio.gather(stock_task, log_task)
    return True

3.3 注意线程安全问题

# ❌ 错误：不安全的共享状态访问
class StockManager:
    def __init__(self):
        self.stock_cache = {}
    
    async def get_stock(self, sku_id: int):
        if sku_id not in self.stock_cache:
            # 多个协程可能同时执行这里
            self.stock_cache[sku_id] = await fetch_stock(sku_id)
        return self.stock_cache[sku_id]

# ✅ 正确：使用锁保护共享状态
import asyncio

class StockManager:
    def __init__(self):
        self.stock_cache = {}
        self.lock = asyncio.Lock()
    
    async def get_stock(self, sku_id: int):
        if sku_id not in self.stock_cache:
            async with self.lock:
                # 双重检查锁定模式
                if sku_id not in self.stock_cache:
                    self.stock_cache[sku_id] = await fetch_stock(sku_id)
        return self.stock_cache[sku_id]

4. 数据库查询优化

4.1 批量查询代替循环查询

# ❌ 错误：N+1查询问题
async def get_orders_with_items(order_ids: List[int]):
    orders = []
    for order_id in order_ids:
        order = await order_repository.get_by_id(order_id)
        # 每个订单都查询一次明细
        items = await item_repository.get_by_order_id(order_id)
        order.items = items
        orders.append(order)
    return orders

# ✅ 正确：批量查询
async def get_orders_with_items(order_ids: List[int]):
    # 批量查询订单
    orders = await order_repository.get_by_ids(order_ids)
    
    # 批量查询所有明细
    all_items = await item_repository.get_by_order_ids(order_ids)
    
    # 按订单ID分组
    items_by_order = {}
    for item in all_items:
        if item.order_id not in items_by_order:
            items_by_order[item.order_id] = []
        items_by_order[item.order_id].append(item)
    
    # 关联明细到订单
    for order in orders:
        order.items = items_by_order.get(order.id, [])
    
    return orders

4.2 使用索引优化查询

# ❌ 错误：不使用索引的查询
async def get_stock_by_location(location_name: str):
    # location_name 没有索引，查询慢
    stocks = await stock_repository.get_by_conditions({
        'warehouse_location_name': location_name,
        'tenant_id': tenant_id
    })
    return stocks

# ✅ 正确：使用索引字段查询
async def get_stock_by_location(location_id: int):
    # goods_location_id 有索引，查询快
    stocks = await stock_repository.get_by_conditions({
        'goods_location_id': location_id,
        'tenant_id': tenant_id
    })
    return stocks

4.3 分页查询大数据集

# ❌ 错误：一次性加载所有数据
async def export_all_stocks():
    # 可能导致内存溢出
    stocks = await stock_repository.get_all()
    return stocks

# ✅ 正确：分页查询
async def export_all_stocks():
    page_size = 1000
    page = 0
    
    while True:
        stocks = await stock_repository.get_by_page(
            page=page,
            page_size=page_size
        )
        
        if not stocks:
            break
        
        # 处理当前页数据
        yield stocks
        
        page += 1

5. 代码抽象和聚合

5.1 提取公共逻辑到基类

# ❌ 错误：重复代码
class InboundOrderService:
    async def create(self, data: dict, current_user: CurrentUser):
        entity = InboundOrder(**data)
        entity.tenant_id = current_user.tenant_id
        entity.creator = current_user.username
        entity.create_time = int(datetime.now().timestamp())
        await self.repository.create(entity)

class OutboundOrderService:
    async def create(self, data: dict, current_user: CurrentUser):
        entity = OutboundOrder(**data)
        entity.tenant_id = current_user.tenant_id
        entity.creator = current_user.username
        entity.create_time = int(datetime.now().timestamp())
        await self.repository.create(entity)

# ✅ 正确：提取到基类
class BaseOrderService:
    """订单服务基类"""
    
    def _create_entity(self, entity_class, data: dict, current_user: CurrentUser):
        """创建实体并设置公共字段"""
        entity = entity_class(**data)
        entity.tenant_id = current_user.tenant_id
        entity.creator = current_user.username
        entity.create_time = int(datetime.now().timestamp())
        return entity

class InboundOrderService(BaseOrderService):
    async def create(self, data: dict, current_user: CurrentUser):
        entity = self._create_entity(InboundOrder, data, current_user)
        await self.repository.create(entity)

class OutboundOrderService(BaseOrderService):
    async def create(self, data: dict, current_user: CurrentUser):
        entity = self._create_entity(OutboundOrder, data, current_user)
        await self.repository.create(entity)

5.2 使用装饰器处理横切关注点

# ❌ 错误：重复的日志和缓存逻辑
async def get_order(order_id: int):
    # 检查缓存
    cache_key = f"order:{order_id}"
    cached = await cache.get(cache_key)
    if cached:
        return cached
    
    # 记录日志
    logger.info(f"查询订单: {order_id}")
    
    # 查询数据库
    order = await order_repository.get_by_id(order_id)
    
    # 设置缓存
    await cache.set(cache_key, order, expire=3600)
    
    return order

# ✅ 正确：使用装饰器
def cache_with_log(expire: int = 3600):
    """缓存和日志装饰器"""
    def decorator(func):
        @wraps(func)
        async def wrapper(*args, **kwargs):
            # 提取订单ID
            order_id = args[1] if len(args) > 1 else kwargs.get('order_id')
            cache_key = f"order:{order_id}"
            
            # 检查缓存
            cached = await cache.get(cache_key)
            if cached:
                return cached
            
            # 记录日志
            logger.info(f"查询订单: {order_id}")
            
            # 执行原函数
            result = await func(*args, **kwargs)
            
            # 设置缓存
            await cache.set(cache_key, result, expire=expire)
            
            return result
        return wrapper
    return decorator

@cache_with_log(expire=3600)
async def get_order(order_id: int):
    return await order_repository.get_by_id(order_id)

5.3 使用策略模式处理不同业务逻辑

# ❌ 错误：大量if-else判断
async def process_stock_operation(operation_type: str, data: dict):
    if operation_type == 'increase':
        # 增加库存逻辑
        pass
    elif operation_type == 'decrease':
        # 减少库存逻辑
        pass
    elif operation_type == 'move':
        # 移动库存逻辑
        pass
    elif operation_type == 'freeze':
        # 冻结库存逻辑
        pass
    else:
        raise Exception('不支持的操作类型')

# ✅ 正确：使用策略模式
class StockOperationStrategy:
    """库存操作策略基类"""
    
    async def execute(self, data: dict):
        raise NotImplementedError

class IncreaseStockStrategy(StockOperationStrategy):
    """增加库存策略"""
    
    async def execute(self, data: dict):
        # 增加库存逻辑
        pass

class DecreaseStockStrategy(StockOperationStrategy):
    """减少库存策略"""
    
    async def execute(self, data: dict):
        # 减少库存逻辑
        pass

class StockOperationProcessor:
    """库存操作处理器"""
    
    def __init__(self):
        self.strategies = {
            'increase': IncreaseStockStrategy(),
            'decrease': DecreaseStockStrategy(),
        }
    
    async def process(self, operation_type: str, data: dict):
        strategy = self.strategies.get(operation_type)
        if not strategy:
            raise Exception('不支持的操作类型')
        return await strategy.execute(data)

快速参考

状态码速查表

入库订单状态

状态码	状态名称	说明
0	待处理	订单已创建，等待处理
1	已生成上架单	已生成拣货上架单
2	已取消	订单已取消

拣货上架单状态

状态码	状态名称	说明
0	待上架	等待上架操作
1	上架中	正在进行上架
2	上架完成	上架操作完成
3	已生成入库单	已生成入库单
4	已取消	已取消

入库单状态

状态码	状态名称	说明
0	待入库	等待确认入库
1	已入库	已确认入库，库存已增加
2	已取消	已取消

出库订单状态

状态码	状态名称	说明
0	待处理	订单已创建，等待处理
1	已生成拣货单	已生成拣货单
2	已取消	订单已取消

拣货单状态

状态码	状态名称	说明
0	待拣货	等待拣货操作
1	拣货中	正在进行拣货
2	拣货完成	拣货操作完成
3	已生成出库单	已生成出库单
4	已取消	已取消

出库单状态

状态码	状态名称	说明
0	待出库	等待确认出库
1	已出库	已确认出库，库存已扣减
2	已取消	已取消

常用查询速查

库存查询

# 查询指定SKU的库存
stocks = await stock_repository.get_by_conditions({
    'sku_id': sku_id,
    'tenant_id': tenant_id
})

# 查询指定库位的库存
stocks = await stock_repository.get_by_conditions({
    'goods_location_id': location_id,
    'tenant_id': tenant_id
})

# 查询指定货主的库存
stocks = await stock_repository.get_by_conditions({
    'goods_owner_id': owner_id,
    'tenant_id': tenant_id
})

# 查询可用库存（非冻结）
stocks = await stock_repository.get_by_conditions({
    'is_freeze': False,
    'tenant_id': tenant_id
})

订单查询

# 查询待处理的入库订单
orders = await inbound_order_repository.get_by_conditions({
    'order_status': 0,
    'tenant_id': tenant_id
})

# 查询指定供应商的入库订单
orders = await inbound_order_repository.get_by_conditions({
    'supplier_id': supplier_id,
    'tenant_id': tenant_id
})

# 查询待拣货的拣货单
pick_putaways = await outbound_pick_putaway_repository.get_by_conditions({
    'pick_putaway_status': 0,
    'tenant_id': tenant_id
})

常用操作速查

库存操作

# 增加库存
stock.qty += qty
await stock_repository.update(stock.id, {'qty': stock.qty})

# 减少库存
if stock.qty < qty:
    raise Exception('库存不足')
stock.qty -= qty
await stock_repository.update(stock.id, {'qty': stock.qty})

# 冻结库存
stock.is_freeze = True
await stock_repository.update(stock.id, {'is_freeze': True})

# 解冻库存
stock.is_freeze = False
await stock_repository.update(stock.id, {'is_freeze': False})

订单状态流转

# 更新订单状态
order.order_status = new_status
await order_repository.update(order.id, {'order_status': new_status})

# 检查状态是否可以流转
if not OrderStatusManager.can_transition('inbound_order', 0, 1):
    raise Exception('状态流转不允许')

实体关系速查

InboundOrder (入库订单)
    ├── InboundOrderItem (入库订单明细)
    ├── InboundPickPutaway (拣货上架单)
    │   ├── InboundPickPutawayItem (拣货上架单明细)
    │   └── InboundReceipt (入库单)
    │       └── InboundReceiptItem (入库单明细)

OutboundOrder (出库订单)
    ├── OutboundOrderItem (出库订单明细)
    ├── OutboundPickPutaway (拣货单)
    │   ├── OutboundPickPutawayItem (拣货单明细)
    │   └── OutboundReceipt (出库单)
    │       └── OutboundReceiptItem (出库单明细)

Stock (库存)
    ├── 关联到 WarehouseLocation (库位)
    ├── 关联到 Sku (SKU)
    └── 关联到 GoodsOwner (货主)

开发流程 Checklist

入库流程开发

创建入库订单（InboundOrder）
创建入库订单明细（InboundOrderItem）
生成拣货上架单（InboundPickPutaway）
创建拣货上架单明细（InboundPickPutawayItem）
执行上架操作
生成入库单（InboundReceipt）
创建入库单明细（InboundReceiptItem）
确认入库，增加库存（Stock）
记录操作日志

出库流程开发

创建出库订单（OutboundOrder）
创建出库订单明细（OutboundOrderItem）
生成拣货单（OutboundPickPutaway）
创建拣货单明细（OutboundPickPutawayItem）
执行拣货操作，锁定库存
生成出库单（OutboundReceipt）
创建出库单明细（OutboundReceiptItem）
确认出库，扣减库存（Stock）
记录操作日志

库存管理开发

常见问题

1. 状态流转错误

# ❌ 错误：直接修改状态
order.order_status = 2

# ✅ 正确：检查状态流转
if not OrderStatusManager.can_transition('inbound_order', 0, 2):
    raise Exception('状态流转不允许')
order.order_status = 2

2. 库存不足

# ❌ 错误：不检查库存
stock.qty -= qty

# ✅ 正确：检查库存
if stock.qty < qty:
    raise Exception('库存不足')
stock.qty -= qty

3. 租户隔离

# ❌ 错误：不过滤租户
entities = await repository.get_all()

# ✅ 正确：过滤租户
entities = await repository.get_by_tenant(tenant_id, {})

4. 缓存失效

# ❌ 错误：更新数据后不清除缓存
await stock_repository.update(stock_id, data)

# ✅ 正确：清除相关缓存
await stock_repository.update(stock_id, data)
await cache.remove(f"stock:{stock_id}")

5. 事务处理

# ❌ 错误：不使用事务
await repository.create(entity1)
await repository.create(entity2)

# ✅ 正确：使用事务
async with db_session.begin():
    await repository.create(entity1)
    await repository.create(entity2)

6. 异常处理

# ❌ 错误：不处理异常
stock.qty -= qty
await repository.update(stock.id, {'qty': stock.qty})

# ✅ 正确：处理异常
try:
    if stock.qty < qty:
        raise Exception('库存不足')
    stock.qty -= qty
    await repository.update(stock.id, {'qty': stock.qty})
except Exception as e:
    logger.error(f'库存扣减失败: {e}')
    raise

name	wms-business-flow
description	Guides understanding and implementation of WMS business processes including inbound, outbound, inventory management, and system operations. Invoke when developing business logic, understanding workflows, or implementing new features.

wms-business-flow

More from this repository

More from this repository

WMS 业务流程开发指南

📋 目录

系统架构概览

SaaS 多租户架构

核心业务模块

核心业务流程

1. 入库流程

🔄 流程图

📊 状态流转

📝 详细步骤

2. 出库流程

🔄 流程图

📊 状态流转

📝 详细步骤

3. 库存管理流程

3.1 库存查询

3.2 库存盘点

3.3 库存移动

3.4 库存调整

3.5 库存冻结

基础数据管理

4.1 仓库结构管理

4.2 商品管理

4.3 业务伙伴管理

多租户隔离

租户隔离原则

租户数据库隔离

AI集成

AI配置管理

AI应用场景

业务规则

1. 入库规则

2. 出库规则

3. 库存规则

4. 数据一致性规则

开发规范

1. 服务层开发

2. 状态流转管理

3. 库存操作

性能优化

1. 内存优化

1.1 避免不必要的对象创建

1.2 及时释放不再需要的资源

1.3 注意内存泄漏问题

2. 计算优化

2.1 避免重复计算

2.2 使用适当的数据结构和算法

2.3 延迟计算直到必要时

3. 并行优化

3.1 识别可并行化的任务

3.2 避免不必要的同步

3.3 注意线程安全问题

4. 数据库查询优化

4.1 批量查询代替循环查询

4.2 使用索引优化查询

4.3 分页查询大数据集

5. 代码抽象和聚合

5.1 提取公共逻辑到基类

5.2 使用装饰器处理横切关注点

5.3 使用策略模式处理不同业务逻辑

快速参考

状态码速查表

入库订单状态

拣货上架单状态

入库单状态

出库订单状态

拣货单状态

出库单状态

常用查询速查

库存查询

订单查询

常用操作速查

库存操作

订单状态流转

实体关系速查

开发流程 Checklist

入库流程开发