mirror of
https://github.com/dptech-corp/Uni-Lab-OS.git
synced 2026-02-05 05:45:10 +00:00
Dev backward (#228)
* Workbench example, adjust log level, and ci check (#220)
* TestLatency Return Value Example & gitignore update
* Adjust log level & Add workbench virtual example & Add not action decorator & Add check_mode &
* Add CI Check
* CI Check Fix 1
* CI Check Fix 2
* CI Check Fix 3
* CI Check Fix 4
* CI Check Fix 5
* Upgrade to py 3.11.14; ros 0.7; unilabos 0.10.16
* Update to ROS2 Humble 0.7
* Fix Build 1
* Fix Build 2
* Fix Build 3
* Fix Build 4
* Fix Build 5
* Fix Build 6
* Fix Build 7
* ci(deps): bump actions/configure-pages from 4 to 5 (#222)
Bumps [actions/configure-pages](https://github.com/actions/configure-pages) from 4 to 5.
- [Release notes](https://github.com/actions/configure-pages/releases)
- [Commits](https://github.com/actions/configure-pages/compare/v4...v5)
---
updated-dependencies:
- dependency-name: actions/configure-pages
dependency-version: '5'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* ci(deps): bump actions/upload-artifact from 4 to 6 (#224)
Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 6.
- [Release notes](https://github.com/actions/upload-artifact/releases)
- [Commits](https://github.com/actions/upload-artifact/compare/v4...v6)
---
updated-dependencies:
- dependency-name: actions/upload-artifact
dependency-version: '6'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* ci(deps): bump actions/upload-pages-artifact from 3 to 4 (#225)
Bumps [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact) from 3 to 4.
- [Release notes](https://github.com/actions/upload-pages-artifact/releases)
- [Commits](https://github.com/actions/upload-pages-artifact/compare/v3...v4)
---
updated-dependencies:
- dependency-name: actions/upload-pages-artifact
dependency-version: '4'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* ci(deps): bump actions/checkout from 4 to 6 (#223)
Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v4...v6)
---
updated-dependencies:
- dependency-name: actions/checkout
dependency-version: '6'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* Fix Build 8
* Fix Build 9
* Fix Build 10
* Fix Build 11
* Fix Build 12
* Fix Build 13
* v0.10.17
(cherry picked from commit 176de521b4)
* CI Check use production mode
* Fix OT2 & ReAdd Virtual Devices
* add msg goal
* transfer liquid handles
* gather query
* add unilabos_class
* Support root node change pos
* save class name when deserialize & protocol execute test
* fix upload workflow json
* workflow upload & set liquid fix & add set liquid with plate
* speed up registry load
---------
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: hanhua@dp.tech <2509856570@qq.com>
This commit is contained in:
@@ -1,3 +1,89 @@
|
||||
"""
|
||||
工作流转换模块 - JSON 到 WorkflowGraph 的转换流程
|
||||
|
||||
==================== 输入格式 (JSON) ====================
|
||||
|
||||
{
|
||||
"workflow": [
|
||||
{"action": "transfer_liquid", "action_args": {"sources": "cell_lines", "targets": "Liquid_1", "asp_vol": 100.0, "dis_vol": 74.75, ...}},
|
||||
...
|
||||
],
|
||||
"reagent": {
|
||||
"cell_lines": {"slot": 4, "well": ["A1", "A3", "A5"], "labware": "DRUG + YOYO-MEDIA"},
|
||||
"Liquid_1": {"slot": 1, "well": ["A4", "A7", "A10"], "labware": "rep 1"},
|
||||
...
|
||||
}
|
||||
}
|
||||
|
||||
==================== 转换步骤 ====================
|
||||
|
||||
第一步: 按 slot 去重创建 create_resource 节点(创建板子)
|
||||
--------------------------------------------------------------------------------
|
||||
- 遍历所有 reagent,按 slot 去重,为每个唯一的 slot 创建一个板子
|
||||
- 生成参数:
|
||||
res_id: plate_slot_{slot}
|
||||
device_id: /PRCXI
|
||||
class_name: PRCXI_BioER_96_wellplate
|
||||
parent: /PRCXI/PRCXI_Deck/T{slot}
|
||||
slot_on_deck: "{slot}"
|
||||
- 输出端口: labware(用于连接 set_liquid_from_plate)
|
||||
- 控制流: create_resource 之间通过 ready 端口串联
|
||||
|
||||
示例: slot=1, slot=4 -> 创建 2 个 create_resource 节点
|
||||
|
||||
第二步: 为每个 reagent 创建 set_liquid_from_plate 节点(设置液体)
|
||||
--------------------------------------------------------------------------------
|
||||
- 遍历所有 reagent,为每个试剂创建 set_liquid_from_plate 节点
|
||||
- 生成参数:
|
||||
plate: [](通过连接传递,来自 create_resource 的 labware)
|
||||
well_names: ["A1", "A3", "A5"](来自 reagent 的 well 数组)
|
||||
liquid_names: ["cell_lines", "cell_lines", "cell_lines"](与 well 数量一致)
|
||||
volumes: [1e5, 1e5, 1e5](与 well 数量一致,默认体积)
|
||||
- 输入连接: create_resource (labware) -> set_liquid_from_plate (input_plate)
|
||||
- 输出端口: output_wells(用于连接 transfer_liquid)
|
||||
- 控制流: set_liquid_from_plate 连接在所有 create_resource 之后,通过 ready 端口串联
|
||||
|
||||
第三步: 解析 workflow,创建 transfer_liquid 等动作节点
|
||||
--------------------------------------------------------------------------------
|
||||
- 遍历 workflow 数组,为每个动作创建步骤节点
|
||||
- 参数重命名: asp_vol -> asp_vols, dis_vol -> dis_vols, asp_flow_rate -> asp_flow_rates, dis_flow_rate -> dis_flow_rates
|
||||
- 参数扩展: 根据 targets 的 wells 数量,将单值扩展为数组
|
||||
例: asp_vol=100.0, targets 有 3 个 wells -> asp_vols=[100.0, 100.0, 100.0]
|
||||
- 连接处理: 如果 sources/targets 已通过 set_liquid_from_plate 连接,参数值改为 []
|
||||
- 输入连接: set_liquid_from_plate (output_wells) -> transfer_liquid (sources_identifier / targets_identifier)
|
||||
- 输出端口: sources_out, targets_out(用于连接下一个 transfer_liquid)
|
||||
|
||||
==================== 连接关系图 ====================
|
||||
|
||||
控制流 (ready 端口串联):
|
||||
create_resource_1 -> create_resource_2 -> ... -> set_liquid_1 -> set_liquid_2 -> ... -> transfer_liquid_1 -> transfer_liquid_2 -> ...
|
||||
|
||||
物料流:
|
||||
[create_resource] --labware--> [set_liquid_from_plate] --output_wells--> [transfer_liquid] --sources_out/targets_out--> [下一个 transfer_liquid]
|
||||
(slot=1) (cell_lines) (input_plate) (sources_identifier) (sources_identifier)
|
||||
(slot=4) (Liquid_1) (targets_identifier) (targets_identifier)
|
||||
|
||||
==================== 端口映射 ====================
|
||||
|
||||
create_resource:
|
||||
输出: labware
|
||||
|
||||
set_liquid_from_plate:
|
||||
输入: input_plate
|
||||
输出: output_plate, output_wells
|
||||
|
||||
transfer_liquid:
|
||||
输入: sources -> sources_identifier, targets -> targets_identifier
|
||||
输出: sources -> sources_out, targets -> targets_out
|
||||
|
||||
==================== 校验规则 ====================
|
||||
|
||||
- 检查 sources/targets 是否在 reagent 中定义
|
||||
- 检查 sources 和 targets 的 wells 数量是否匹配
|
||||
- 检查参数数组长度是否与 wells 数量一致
|
||||
- 如有问题,在 footer 中添加 [WARN: ...] 标记
|
||||
"""
|
||||
|
||||
import re
|
||||
import uuid
|
||||
|
||||
@@ -8,6 +94,28 @@ from typing import Dict, List, Any, Tuple, Optional
|
||||
|
||||
Json = Dict[str, Any]
|
||||
|
||||
|
||||
# ==================== 默认配置 ====================
|
||||
|
||||
# create_resource 节点默认参数
|
||||
CREATE_RESOURCE_DEFAULTS = {
|
||||
"device_id": "/PRCXI",
|
||||
"parent_template": "/PRCXI/PRCXI_Deck/T{slot}", # {slot} 会被替换为实际的 slot 值
|
||||
"class_name": "PRCXI_BioER_96_wellplate",
|
||||
}
|
||||
|
||||
# 默认液体体积 (uL)
|
||||
DEFAULT_LIQUID_VOLUME = 1e5
|
||||
|
||||
# 参数重命名映射:单数 -> 复数(用于 transfer_liquid 等动作)
|
||||
PARAM_RENAME_MAPPING = {
|
||||
"asp_vol": "asp_vols",
|
||||
"dis_vol": "dis_vols",
|
||||
"asp_flow_rate": "asp_flow_rates",
|
||||
"dis_flow_rate": "dis_flow_rates",
|
||||
}
|
||||
|
||||
|
||||
# ---------------- Graph ----------------
|
||||
|
||||
|
||||
@@ -228,7 +336,7 @@ def refactor_data(
|
||||
|
||||
|
||||
def build_protocol_graph(
|
||||
labware_info: List[Dict[str, Any]],
|
||||
labware_info: Dict[str, Dict[str, Any]],
|
||||
protocol_steps: List[Dict[str, Any]],
|
||||
workstation_name: str,
|
||||
action_resource_mapping: Optional[Dict[str, str]] = None,
|
||||
@@ -236,112 +344,227 @@ def build_protocol_graph(
|
||||
"""统一的协议图构建函数,根据设备类型自动选择构建逻辑
|
||||
|
||||
Args:
|
||||
labware_info: labware 信息字典
|
||||
labware_info: labware 信息字典,格式为 {name: {slot, well, labware, ...}, ...}
|
||||
protocol_steps: 协议步骤列表
|
||||
workstation_name: 工作站名称
|
||||
action_resource_mapping: action 到 resource_name 的映射字典,可选
|
||||
"""
|
||||
G = WorkflowGraph()
|
||||
resource_last_writer = {}
|
||||
resource_last_writer = {} # reagent_name -> "node_id:port"
|
||||
slot_to_create_resource = {} # slot -> create_resource node_id
|
||||
|
||||
protocol_steps = refactor_data(protocol_steps, action_resource_mapping)
|
||||
# 有机化学&移液站协议图构建
|
||||
WORKSTATION_ID = workstation_name
|
||||
|
||||
# 为所有labware创建资源节点
|
||||
res_index = 0
|
||||
# ==================== 第一步:按 slot 去重创建 create_resource 节点 ====================
|
||||
# 收集所有唯一的 slot
|
||||
slots_info = {} # slot -> {labware, res_id}
|
||||
for labware_id, item in labware_info.items():
|
||||
# item_id = item.get("id") or item.get("name", f"item_{uuid.uuid4()}")
|
||||
node_id = str(uuid.uuid4())
|
||||
slot = str(item.get("slot", ""))
|
||||
if slot and slot not in slots_info:
|
||||
res_id = f"plate_slot_{slot}"
|
||||
slots_info[slot] = {
|
||||
"labware": item.get("labware", ""),
|
||||
"res_id": res_id,
|
||||
}
|
||||
|
||||
# 判断节点类型
|
||||
if "Rack" in str(labware_id) or "Tip" in str(labware_id):
|
||||
lab_node_type = "Labware"
|
||||
description = f"Prepare Labware: {labware_id}"
|
||||
liquid_type = []
|
||||
liquid_volume = []
|
||||
elif item.get("type") == "hardware" or "reactor" in str(labware_id).lower():
|
||||
if "reactor" not in str(labware_id).lower():
|
||||
continue
|
||||
lab_node_type = "Sample"
|
||||
description = f"Prepare Reactor: {labware_id}"
|
||||
liquid_type = []
|
||||
liquid_volume = []
|
||||
else:
|
||||
lab_node_type = "Reagent"
|
||||
description = f"Add Reagent to Flask: {labware_id}"
|
||||
liquid_type = [labware_id]
|
||||
liquid_volume = [1e5]
|
||||
# 为每个唯一的 slot 创建 create_resource 节点
|
||||
res_index = 0
|
||||
last_create_resource_id = None
|
||||
for slot, info in slots_info.items():
|
||||
node_id = str(uuid.uuid4())
|
||||
res_id = info["res_id"]
|
||||
|
||||
res_index += 1
|
||||
G.add_node(
|
||||
node_id,
|
||||
template_name="create_resource",
|
||||
resource_name="host_node",
|
||||
name=f"Res {res_index}",
|
||||
description=description,
|
||||
lab_node_type=lab_node_type,
|
||||
name=f"Plate {res_index}",
|
||||
description=f"Create plate on slot {slot}",
|
||||
lab_node_type="Labware",
|
||||
footer="create_resource-host_node",
|
||||
param={
|
||||
"res_id": labware_id,
|
||||
"device_id": WORKSTATION_ID,
|
||||
"class_name": "container",
|
||||
"parent": WORKSTATION_ID,
|
||||
"res_id": res_id,
|
||||
"device_id": CREATE_RESOURCE_DEFAULTS["device_id"],
|
||||
"class_name": CREATE_RESOURCE_DEFAULTS["class_name"],
|
||||
"parent": CREATE_RESOURCE_DEFAULTS["parent_template"].format(slot=slot),
|
||||
"bind_locations": {"x": 0.0, "y": 0.0, "z": 0.0},
|
||||
"liquid_input_slot": [-1],
|
||||
"liquid_type": liquid_type,
|
||||
"liquid_volume": liquid_volume,
|
||||
"slot_on_deck": "",
|
||||
"slot_on_deck": slot,
|
||||
},
|
||||
)
|
||||
resource_last_writer[labware_id] = f"{node_id}:labware"
|
||||
slot_to_create_resource[slot] = node_id
|
||||
|
||||
last_control_node_id = None
|
||||
# create_resource 之间通过 ready 串联
|
||||
if last_create_resource_id is not None:
|
||||
G.add_edge(last_create_resource_id, node_id, source_port="ready", target_port="ready")
|
||||
last_create_resource_id = node_id
|
||||
|
||||
# ==================== 第二步:为每个 reagent 创建 set_liquid_from_plate 节点 ====================
|
||||
set_liquid_index = 0
|
||||
last_set_liquid_id = last_create_resource_id # set_liquid_from_plate 连接在 create_resource 之后
|
||||
|
||||
for labware_id, item in labware_info.items():
|
||||
# 跳过 Tip/Rack 类型
|
||||
if "Rack" in str(labware_id) or "Tip" in str(labware_id):
|
||||
continue
|
||||
if item.get("type") == "hardware":
|
||||
continue
|
||||
|
||||
slot = str(item.get("slot", ""))
|
||||
wells = item.get("well", [])
|
||||
if not wells or not slot:
|
||||
continue
|
||||
|
||||
# res_id 不能有空格
|
||||
res_id = str(labware_id).replace(" ", "_")
|
||||
well_count = len(wells)
|
||||
|
||||
node_id = str(uuid.uuid4())
|
||||
set_liquid_index += 1
|
||||
|
||||
G.add_node(
|
||||
node_id,
|
||||
template_name="set_liquid_from_plate",
|
||||
resource_name="liquid_handler.prcxi",
|
||||
name=f"SetLiquid {set_liquid_index}",
|
||||
description=f"Set liquid: {labware_id}",
|
||||
lab_node_type="Reagent",
|
||||
footer="set_liquid_from_plate-liquid_handler.prcxi",
|
||||
param={
|
||||
"plate": [], # 通过连接传递
|
||||
"well_names": wells, # 孔位名数组,如 ["A1", "A3", "A5"]
|
||||
"liquid_names": [res_id] * well_count,
|
||||
"volumes": [DEFAULT_LIQUID_VOLUME] * well_count,
|
||||
},
|
||||
)
|
||||
|
||||
# ready 连接:上一个节点 -> set_liquid_from_plate
|
||||
if last_set_liquid_id is not None:
|
||||
G.add_edge(last_set_liquid_id, node_id, source_port="ready", target_port="ready")
|
||||
last_set_liquid_id = node_id
|
||||
|
||||
# 物料流:create_resource 的 labware -> set_liquid_from_plate 的 input_plate
|
||||
create_res_node_id = slot_to_create_resource.get(slot)
|
||||
if create_res_node_id:
|
||||
G.add_edge(create_res_node_id, node_id, source_port="labware", target_port="input_plate")
|
||||
|
||||
# set_liquid_from_plate 的输出 output_wells 用于连接 transfer_liquid
|
||||
resource_last_writer[labware_id] = f"{node_id}:output_wells"
|
||||
|
||||
last_control_node_id = last_set_liquid_id
|
||||
|
||||
# 端口名称映射:JSON 字段名 -> 实际 handle key
|
||||
INPUT_PORT_MAPPING = {
|
||||
"sources": "sources_identifier",
|
||||
"targets": "targets_identifier",
|
||||
"vessel": "vessel",
|
||||
"to_vessel": "to_vessel",
|
||||
"from_vessel": "from_vessel",
|
||||
"reagent": "reagent",
|
||||
"solvent": "solvent",
|
||||
"compound": "compound",
|
||||
}
|
||||
|
||||
OUTPUT_PORT_MAPPING = {
|
||||
"sources": "sources_out", # 输出端口是 xxx_out
|
||||
"targets": "targets_out", # 输出端口是 xxx_out
|
||||
"vessel": "vessel_out",
|
||||
"to_vessel": "to_vessel_out",
|
||||
"from_vessel": "from_vessel_out",
|
||||
"filtrate_vessel": "filtrate_out",
|
||||
"reagent": "reagent",
|
||||
"solvent": "solvent",
|
||||
"compound": "compound",
|
||||
}
|
||||
|
||||
# 需要根据 wells 数量扩展的参数列表(复数形式)
|
||||
EXPAND_BY_WELLS_PARAMS = ["asp_vols", "dis_vols", "asp_flow_rates", "dis_flow_rates"]
|
||||
|
||||
# 处理协议步骤
|
||||
for step in protocol_steps:
|
||||
node_id = str(uuid.uuid4())
|
||||
G.add_node(node_id, **step)
|
||||
params = step.get("param", {}).copy() # 复制一份,避免修改原数据
|
||||
connected_params = set() # 记录被连接的参数
|
||||
warnings = [] # 收集警告信息
|
||||
|
||||
# 参数重命名:单数 -> 复数
|
||||
for old_name, new_name in PARAM_RENAME_MAPPING.items():
|
||||
if old_name in params:
|
||||
params[new_name] = params.pop(old_name)
|
||||
|
||||
# 处理输入连接
|
||||
for param_key, target_port in INPUT_PORT_MAPPING.items():
|
||||
resource_name = params.get(param_key)
|
||||
if resource_name and resource_name in resource_last_writer:
|
||||
source_node, source_port = resource_last_writer[resource_name].split(":")
|
||||
G.add_edge(source_node, node_id, source_port=source_port, target_port=target_port)
|
||||
connected_params.add(param_key)
|
||||
elif resource_name and resource_name not in resource_last_writer:
|
||||
# 资源名在 labware_info 中不存在
|
||||
warnings.append(f"{param_key}={resource_name} 未找到")
|
||||
|
||||
# 获取 targets 对应的 wells 数量,用于扩展参数
|
||||
targets_name = params.get("targets")
|
||||
sources_name = params.get("sources")
|
||||
targets_wells_count = 1
|
||||
sources_wells_count = 1
|
||||
|
||||
if targets_name and targets_name in labware_info:
|
||||
target_wells = labware_info[targets_name].get("well", [])
|
||||
targets_wells_count = len(target_wells) if target_wells else 1
|
||||
elif targets_name:
|
||||
warnings.append(f"targets={targets_name} 未在 reagent 中定义")
|
||||
|
||||
if sources_name and sources_name in labware_info:
|
||||
source_wells = labware_info[sources_name].get("well", [])
|
||||
sources_wells_count = len(source_wells) if source_wells else 1
|
||||
elif sources_name:
|
||||
warnings.append(f"sources={sources_name} 未在 reagent 中定义")
|
||||
|
||||
# 检查 sources 和 targets 的 wells 数量是否匹配
|
||||
if targets_wells_count != sources_wells_count and targets_name and sources_name:
|
||||
warnings.append(f"wells 数量不匹配: sources={sources_wells_count}, targets={targets_wells_count}")
|
||||
|
||||
# 使用 targets 的 wells 数量来扩展参数
|
||||
wells_count = targets_wells_count
|
||||
|
||||
# 扩展单值参数为数组(根据 targets 的 wells 数量)
|
||||
for expand_param in EXPAND_BY_WELLS_PARAMS:
|
||||
if expand_param in params:
|
||||
value = params[expand_param]
|
||||
# 如果是单个值,扩展为数组
|
||||
if not isinstance(value, list):
|
||||
params[expand_param] = [value] * wells_count
|
||||
# 如果已经是数组但长度不对,记录警告
|
||||
elif len(value) != wells_count:
|
||||
warnings.append(f"{expand_param} 数量({len(value)})与 wells({wells_count})不匹配")
|
||||
|
||||
# 如果 sources/targets 已通过连接传递,将参数值改为空数组
|
||||
for param_key in connected_params:
|
||||
if param_key in params:
|
||||
params[param_key] = []
|
||||
|
||||
# 更新 step 的 param 和 footer
|
||||
step_copy = step.copy()
|
||||
step_copy["param"] = params
|
||||
|
||||
# 如果有警告,修改 footer 添加警告标记(警告放前面)
|
||||
if warnings:
|
||||
original_footer = step.get("footer", "")
|
||||
step_copy["footer"] = f"[WARN: {'; '.join(warnings)}] {original_footer}"
|
||||
|
||||
G.add_node(node_id, **step_copy)
|
||||
|
||||
# 控制流
|
||||
if last_control_node_id is not None:
|
||||
G.add_edge(last_control_node_id, node_id, source_port="ready", target_port="ready")
|
||||
last_control_node_id = node_id
|
||||
|
||||
# 物料流
|
||||
params = step.get("param", {})
|
||||
input_resources_possible_names = [
|
||||
"vessel",
|
||||
"to_vessel",
|
||||
"from_vessel",
|
||||
"reagent",
|
||||
"solvent",
|
||||
"compound",
|
||||
"sources",
|
||||
"targets",
|
||||
]
|
||||
|
||||
for target_port in input_resources_possible_names:
|
||||
resource_name = params.get(target_port)
|
||||
if resource_name and resource_name in resource_last_writer:
|
||||
source_node, source_port = resource_last_writer[resource_name].split(":")
|
||||
G.add_edge(source_node, node_id, source_port=source_port, target_port=target_port)
|
||||
|
||||
output_resources = {
|
||||
"vessel_out": params.get("vessel"),
|
||||
"from_vessel_out": params.get("from_vessel"),
|
||||
"to_vessel_out": params.get("to_vessel"),
|
||||
"filtrate_out": params.get("filtrate_vessel"),
|
||||
"reagent": params.get("reagent"),
|
||||
"solvent": params.get("solvent"),
|
||||
"compound": params.get("compound"),
|
||||
"sources_out": params.get("sources"),
|
||||
"targets_out": params.get("targets"),
|
||||
}
|
||||
|
||||
for source_port, resource_name in output_resources.items():
|
||||
# 处理输出:更新 resource_last_writer
|
||||
for param_key, output_port in OUTPUT_PORT_MAPPING.items():
|
||||
resource_name = step.get("param", {}).get(param_key) # 使用原始参数值
|
||||
if resource_name:
|
||||
resource_last_writer[resource_name] = f"{node_id}:{source_port}"
|
||||
resource_last_writer[resource_name] = f"{node_id}:{output_port}"
|
||||
|
||||
return G
|
||||
|
||||
|
||||
Reference in New Issue
Block a user