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Uni-Lab-OS/unilabos/devices/workstation/workstation_material_management.py
2025-08-25 22:09:37 +08:00

584 lines
22 KiB
Python

"""
工作站物料管理基类
Workstation Material Management Base Class
基于PyLabRobot的物料管理系统
"""
from typing import Dict, Any, List, Optional, Union, Type
from abc import ABC, abstractmethod
import json
from pylabrobot.resources import (
Resource as PLRResource,
Container,
Deck,
Coordinate as PLRCoordinate,
)
from unilabos.ros.nodes.resource_tracker import DeviceNodeResourceTracker
from unilabos.utils.log import logger
from unilabos.resources.graphio import resource_plr_to_ulab, resource_ulab_to_plr
class MaterialManagementBase(ABC):
"""物料管理基类
定义工作站物料管理的标准接口:
1. 物料初始化 - 根据配置创建物料资源
2. 物料追踪 - 实时跟踪物料位置和状态
3. 物料查找 - 按类型、位置、状态查找物料
4. 物料转换 - PyLabRobot与UniLab资源格式转换
"""
def __init__(
self,
device_id: str,
deck_config: Dict[str, Any],
resource_tracker: DeviceNodeResourceTracker,
children_config: Dict[str, Dict[str, Any]] = None
):
self.device_id = device_id
self.deck_config = deck_config
self.resource_tracker = resource_tracker
self.children_config = children_config or {}
# 创建主台面
self.plr_deck = self._create_deck()
# 扩展ResourceTracker
self._extend_resource_tracker()
# 注册deck到resource tracker
self.resource_tracker.add_resource(self.plr_deck)
# 初始化子资源
self.plr_resources = {}
self._initialize_materials()
def _create_deck(self) -> Deck:
"""创建主台面"""
return Deck(
name=f"{self.device_id}_deck",
size_x=self.deck_config.get("size_x", 1000.0),
size_y=self.deck_config.get("size_y", 1000.0),
size_z=self.deck_config.get("size_z", 500.0),
origin=PLRCoordinate(0, 0, 0)
)
def _extend_resource_tracker(self):
"""扩展ResourceTracker以支持PyLabRobot特定功能"""
def find_by_type(resource_type):
"""按类型查找资源"""
return self._find_resources_by_type_recursive(self.plr_deck, resource_type)
def find_by_category(category: str):
"""按类别查找资源"""
found = []
for resource in self._get_all_resources():
if hasattr(resource, 'category') and resource.category == category:
found.append(resource)
return found
def find_by_name_pattern(pattern: str):
"""按名称模式查找资源"""
import re
found = []
for resource in self._get_all_resources():
if re.search(pattern, resource.name):
found.append(resource)
return found
# 动态添加方法到resource_tracker
self.resource_tracker.find_by_type = find_by_type
self.resource_tracker.find_by_category = find_by_category
self.resource_tracker.find_by_name_pattern = find_by_name_pattern
def _find_resources_by_type_recursive(self, resource, target_type):
"""递归查找指定类型的资源"""
found = []
if isinstance(resource, target_type):
found.append(resource)
# 递归查找子资源
children = getattr(resource, "children", [])
for child in children:
found.extend(self._find_resources_by_type_recursive(child, target_type))
return found
def _get_all_resources(self) -> List[PLRResource]:
"""获取所有资源"""
all_resources = []
def collect_resources(resource):
all_resources.append(resource)
children = getattr(resource, "children", [])
for child in children:
collect_resources(child)
collect_resources(self.plr_deck)
return all_resources
def _initialize_materials(self):
"""初始化物料"""
try:
# 确定创建顺序,确保父资源先于子资源创建
creation_order = self._determine_creation_order()
# 按顺序创建资源
for resource_id in creation_order:
config = self.children_config[resource_id]
self._create_plr_resource(resource_id, config)
logger.info(f"物料管理系统初始化完成,共创建 {len(self.plr_resources)} 个资源")
except Exception as e:
logger.error(f"物料初始化失败: {e}")
def _determine_creation_order(self) -> List[str]:
"""确定资源创建顺序"""
order = []
visited = set()
def visit(resource_id: str):
if resource_id in visited:
return
visited.add(resource_id)
config = self.children_config.get(resource_id, {})
parent_id = config.get("parent")
# 如果有父资源,先访问父资源
if parent_id and parent_id in self.children_config:
visit(parent_id)
order.append(resource_id)
for resource_id in self.children_config:
visit(resource_id)
return order
def _create_plr_resource(self, resource_id: str, config: Dict[str, Any]):
"""创建PyLabRobot资源"""
try:
resource_type = config.get("type", "unknown")
data = config.get("data", {})
location_config = config.get("location", {})
# 创建位置坐标
location = PLRCoordinate(
x=location_config.get("x", 0.0),
y=location_config.get("y", 0.0),
z=location_config.get("z", 0.0)
)
# 根据类型创建资源
resource = self._create_resource_by_type(resource_id, resource_type, config, data, location)
if resource:
# 设置父子关系
parent_id = config.get("parent")
if parent_id and parent_id in self.plr_resources:
parent_resource = self.plr_resources[parent_id]
parent_resource.assign_child_resource(resource, location)
else:
# 直接放在deck上
self.plr_deck.assign_child_resource(resource, location)
# 保存资源引用
self.plr_resources[resource_id] = resource
# 注册到resource tracker
self.resource_tracker.add_resource(resource)
logger.debug(f"创建资源成功: {resource_id} ({resource_type})")
except Exception as e:
logger.error(f"创建资源失败 {resource_id}: {e}")
@abstractmethod
def _create_resource_by_type(
self,
resource_id: str,
resource_type: str,
config: Dict[str, Any],
data: Dict[str, Any],
location: PLRCoordinate
) -> Optional[PLRResource]:
"""根据类型创建资源 - 子类必须实现"""
pass
# ============ 物料查找接口 ============
def find_materials_by_type(self, material_type: str) -> List[PLRResource]:
"""按材料类型查找物料"""
return self.resource_tracker.find_by_category(material_type)
def find_material_by_id(self, resource_id: str) -> Optional[PLRResource]:
"""按ID查找物料"""
return self.plr_resources.get(resource_id)
def find_available_positions(self, position_type: str) -> List[PLRResource]:
"""查找可用位置"""
positions = self.resource_tracker.find_by_category(position_type)
available = []
for pos in positions:
if hasattr(pos, 'is_available') and pos.is_available():
available.append(pos)
elif hasattr(pos, 'children') and len(pos.children) == 0:
available.append(pos)
return available
def get_material_inventory(self) -> Dict[str, int]:
"""获取物料库存统计"""
inventory = {}
for resource in self._get_all_resources():
if hasattr(resource, 'category'):
category = resource.category
inventory[category] = inventory.get(category, 0) + 1
return inventory
# ============ 物料状态更新接口 ============
def update_material_location(self, material_id: str, new_location: PLRCoordinate) -> bool:
"""更新物料位置"""
try:
material = self.find_material_by_id(material_id)
if material:
material.location = new_location
return True
return False
except Exception as e:
logger.error(f"更新物料位置失败: {e}")
return False
def move_material(self, material_id: str, target_container_id: str) -> bool:
"""移动物料到目标容器"""
try:
material = self.find_material_by_id(material_id)
target = self.find_material_by_id(target_container_id)
if material and target:
# 从原位置移除
if material.parent:
material.parent.unassign_child_resource(material)
# 添加到新位置
target.assign_child_resource(material)
return True
return False
except Exception as e:
logger.error(f"移动物料失败: {e}")
return False
# ============ 资源转换接口 ============
def convert_to_unilab_format(self, plr_resource: PLRResource) -> Dict[str, Any]:
"""将PyLabRobot资源转换为UniLab格式"""
return resource_plr_to_ulab(plr_resource)
def convert_from_unilab_format(self, unilab_resource: Dict[str, Any]) -> PLRResource:
"""将UniLab格式转换为PyLabRobot资源"""
return resource_ulab_to_plr(unilab_resource)
def get_deck_state(self) -> Dict[str, Any]:
"""获取Deck状态"""
try:
return {
"deck_info": {
"name": self.plr_deck.name,
"size": {
"x": self.plr_deck.size_x,
"y": self.plr_deck.size_y,
"z": self.plr_deck.size_z
},
"children_count": len(self.plr_deck.children)
},
"resources": {
resource_id: self.convert_to_unilab_format(resource)
for resource_id, resource in self.plr_resources.items()
},
"inventory": self.get_material_inventory()
}
except Exception as e:
logger.error(f"获取Deck状态失败: {e}")
return {"error": str(e)}
# ============ 数据持久化接口 ============
def save_state_to_file(self, file_path: str) -> bool:
"""保存状态到文件"""
try:
state = self.get_deck_state()
with open(file_path, 'w', encoding='utf-8') as f:
json.dump(state, f, indent=2, ensure_ascii=False)
logger.info(f"状态已保存到: {file_path}")
return True
except Exception as e:
logger.error(f"保存状态失败: {e}")
return False
def load_state_from_file(self, file_path: str) -> bool:
"""从文件加载状态"""
try:
with open(file_path, 'r', encoding='utf-8') as f:
state = json.load(f)
# 重新创建资源
self._recreate_resources_from_state(state)
logger.info(f"状态已从文件加载: {file_path}")
return True
except Exception as e:
logger.error(f"加载状态失败: {e}")
return False
def _recreate_resources_from_state(self, state: Dict[str, Any]):
"""从状态重新创建资源"""
# 清除现有资源
self.plr_resources.clear()
self.plr_deck.children.clear()
# 从状态重新创建
resources_data = state.get("resources", {})
for resource_id, resource_data in resources_data.items():
try:
plr_resource = self.convert_from_unilab_format(resource_data)
self.plr_resources[resource_id] = plr_resource
self.plr_deck.assign_child_resource(plr_resource)
except Exception as e:
logger.error(f"重新创建资源失败 {resource_id}: {e}")
class CoinCellMaterialManagement(MaterialManagementBase):
"""纽扣电池物料管理类
从 button_battery_station 抽取的物料管理功能
"""
def _create_resource_by_type(
self,
resource_id: str,
resource_type: str,
config: Dict[str, Any],
data: Dict[str, Any],
location: PLRCoordinate
) -> Optional[PLRResource]:
"""根据类型创建纽扣电池相关资源"""
# 导入纽扣电池资源类
from unilabos.device_comms.button_battery_station import (
MaterialPlate, PlateSlot, ClipMagazine, BatteryPressSlot,
TipBox64, WasteTipBox, BottleRack, Battery, ElectrodeSheet
)
try:
if resource_type == "material_plate":
return self._create_material_plate(resource_id, config, data, location)
elif resource_type == "plate_slot":
return self._create_plate_slot(resource_id, config, data, location)
elif resource_type == "clip_magazine":
return self._create_clip_magazine(resource_id, config, data, location)
elif resource_type == "battery_press_slot":
return self._create_battery_press_slot(resource_id, config, data, location)
elif resource_type == "tip_box":
return self._create_tip_box(resource_id, config, data, location)
elif resource_type == "waste_tip_box":
return self._create_waste_tip_box(resource_id, config, data, location)
elif resource_type == "bottle_rack":
return self._create_bottle_rack(resource_id, config, data, location)
elif resource_type == "battery":
return self._create_battery(resource_id, config, data, location)
else:
logger.warning(f"未知的资源类型: {resource_type}")
return None
except Exception as e:
logger.error(f"创建资源失败 {resource_id} ({resource_type}): {e}")
return None
def _create_material_plate(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建料板"""
from unilabos.device_comms.button_battery_station import MaterialPlate, ElectrodeSheet
plate = MaterialPlate(
name=resource_id,
size_x=config.get("size_x", 80.0),
size_y=config.get("size_y", 80.0),
size_z=config.get("size_z", 10.0),
hole_diameter=config.get("hole_diameter", 15.0),
hole_depth=config.get("hole_depth", 8.0),
hole_spacing_x=config.get("hole_spacing_x", 20.0),
hole_spacing_y=config.get("hole_spacing_y", 20.0),
number=data.get("number", "")
)
plate.location = location
# 如果有预填充的极片数据,创建极片
electrode_sheets = data.get("electrode_sheets", [])
for i, sheet_data in enumerate(electrode_sheets):
if i < len(plate.children): # 确保不超过洞位数量
hole = plate.children[i]
sheet = ElectrodeSheet(
name=f"{resource_id}_sheet_{i}",
diameter=sheet_data.get("diameter", 14.0),
thickness=sheet_data.get("thickness", 0.1),
mass=sheet_data.get("mass", 0.01),
material_type=sheet_data.get("material_type", "cathode"),
info=sheet_data.get("info", "")
)
hole.place_electrode_sheet(sheet)
return plate
def _create_plate_slot(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建板槽位"""
from unilabos.device_comms.button_battery_station import PlateSlot
slot = PlateSlot(
name=resource_id,
max_plates=config.get("max_plates", 8)
)
slot.location = location
return slot
def _create_clip_magazine(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建子弹夹"""
from unilabos.device_comms.button_battery_station import ClipMagazine
magazine = ClipMagazine(
name=resource_id,
size_x=config.get("size_x", 150.0),
size_y=config.get("size_y", 100.0),
size_z=config.get("size_z", 50.0),
hole_diameter=config.get("hole_diameter", 15.0),
hole_depth=config.get("hole_depth", 40.0),
hole_spacing=config.get("hole_spacing", 25.0),
max_sheets_per_hole=config.get("max_sheets_per_hole", 100)
)
magazine.location = location
return magazine
def _create_battery_press_slot(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建电池压制槽"""
from unilabos.device_comms.button_battery_station import BatteryPressSlot
slot = BatteryPressSlot(
name=resource_id,
diameter=config.get("diameter", 20.0),
depth=config.get("depth", 15.0)
)
slot.location = location
return slot
def _create_tip_box(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建枪头盒"""
from unilabos.device_comms.button_battery_station import TipBox64
tip_box = TipBox64(
name=resource_id,
size_x=config.get("size_x", 127.8),
size_y=config.get("size_y", 85.5),
size_z=config.get("size_z", 60.0),
with_tips=data.get("with_tips", True)
)
tip_box.location = location
return tip_box
def _create_waste_tip_box(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建废枪头盒"""
from unilabos.device_comms.button_battery_station import WasteTipBox
waste_box = WasteTipBox(
name=resource_id,
size_x=config.get("size_x", 127.8),
size_y=config.get("size_y", 85.5),
size_z=config.get("size_z", 60.0),
max_tips=config.get("max_tips", 100)
)
waste_box.location = location
return waste_box
def _create_bottle_rack(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建瓶架"""
from unilabos.device_comms.button_battery_station import BottleRack
rack = BottleRack(
name=resource_id,
size_x=config.get("size_x", 210.0),
size_y=config.get("size_y", 140.0),
size_z=config.get("size_z", 100.0),
bottle_diameter=config.get("bottle_diameter", 30.0),
bottle_height=config.get("bottle_height", 100.0),
position_spacing=config.get("position_spacing", 35.0)
)
rack.location = location
return rack
def _create_battery(self, resource_id: str, config: Dict[str, Any], data: Dict[str, Any], location: PLRCoordinate):
"""创建电池"""
from unilabos.device_comms.button_battery_station import Battery
battery = Battery(
name=resource_id,
diameter=config.get("diameter", 20.0),
height=config.get("height", 3.2),
max_volume=config.get("max_volume", 100.0),
barcode=data.get("barcode", "")
)
battery.location = location
return battery
# ============ 纽扣电池特定查找方法 ============
def find_material_plates(self):
"""查找所有料板"""
from unilabos.device_comms.button_battery_station import MaterialPlate
return self.resource_tracker.find_by_type(MaterialPlate)
def find_batteries(self):
"""查找所有电池"""
from unilabos.device_comms.button_battery_station import Battery
return self.resource_tracker.find_by_type(Battery)
def find_electrode_sheets(self):
"""查找所有极片"""
found = []
plates = self.find_material_plates()
for plate in plates:
for hole in plate.children:
if hasattr(hole, 'has_electrode_sheet') and hole.has_electrode_sheet():
found.append(hole._electrode_sheet)
return found
def find_plate_slots(self):
"""查找所有板槽位"""
from unilabos.device_comms.button_battery_station import PlateSlot
return self.resource_tracker.find_by_type(PlateSlot)
def find_clip_magazines(self):
"""查找所有子弹夹"""
from unilabos.device_comms.button_battery_station import ClipMagazine
return self.resource_tracker.find_by_type(ClipMagazine)
def find_press_slots(self):
"""查找所有压制槽"""
from unilabos.device_comms.button_battery_station import BatteryPressSlot
return self.resource_tracker.find_by_type(BatteryPressSlot)