from __future__ import annotations from pydantic import BaseModel class ProductSummary(BaseModel): product_code: str product_name: str material_name: str order_qty: int unit_weight_kg: float gross_material_kg_per_piece: float planned_material_weight_kg: float suggested_purchase_weight_kg: float purchase_multiple_weight_kg: float class OperationCostLine(BaseModel): seq_no: int operation_name: str work_center: str std_labor_cost: float std_machine_cost: float allowed_scrap_rate: float reported_good_qty: int reported_scrap_qty: int abnormal: bool class InventoryLotSummary(BaseModel): lot_no: str item_name: str warehouse: str location: str inbound_weight_kg: float remaining_weight_kg: float status: str class MiniAppField(BaseModel): field_name: str label: str required: bool description: str class CostInsight(BaseModel): category: str amount: float ratio: float note: str