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https://github.com/deepmodeling/Uni-Lab-OS
synced 2026-03-25 20:33:13 +00:00
提交实验技能
This commit is contained in:
Xuwznln
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#!/usr/bin/env python3
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"""
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从 workflow 模板详情 + 本地设备注册表生成 notebook 提交用的 node_params 模板。
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用法:
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python gen_notebook_params.py --auth <token> --base <url> --workflow-uuid <uuid> [选项]
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选项:
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--auth <token> Lab token（base64(ak:sk) 的结果，不含 "Lab " 前缀）
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--base <url> API 基础 URL（如 https://uni-lab.test.bohrium.com）
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--workflow-uuid <uuid> 目标 workflow 的 UUID
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--registry <path> 本地注册表文件路径（默认自动搜索）
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--rounds <n> 实验轮次数（默认 1）
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--output <path> 输出模板文件路径（默认 notebook_template.json）
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--dump-response 打印 workflow detail API 的原始响应（调试用）
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示例:
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python gen_notebook_params.py \\
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--auth YTFmZDlkNGUtxxxx \\
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--base https://uni-lab.test.bohrium.com \\
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--workflow-uuid abc-123-def \\
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--rounds 2
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"""
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import copy
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import json
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import os
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import sys
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from datetime import datetime
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from urllib.request import Request, urlopen
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from urllib.error import HTTPError, URLError
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REGISTRY_FILENAME = "req_device_registry_upload.json"
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def find_registry(explicit_path=None):
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"""查找本地注册表文件，逻辑同 extract_device_actions.py"""
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if explicit_path:
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if os.path.isfile(explicit_path):
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return explicit_path
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if os.path.isdir(explicit_path):
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fp = os.path.join(explicit_path, REGISTRY_FILENAME)
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if os.path.isfile(fp):
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return fp
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print(f"警告: 指定的注册表路径不存在: {explicit_path}")
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return None
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candidates = [
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os.path.join("unilabos_data", REGISTRY_FILENAME),
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REGISTRY_FILENAME,
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]
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for c in candidates:
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if os.path.isfile(c):
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return c
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script_dir = os.path.dirname(os.path.abspath(__file__))
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workspace_root = os.path.normpath(os.path.join(script_dir, "..", "..", ".."))
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for c in candidates:
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path = os.path.join(workspace_root, c)
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if os.path.isfile(path):
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return path
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cwd = os.getcwd()
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for _ in range(5):
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parent = os.path.dirname(cwd)
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if parent == cwd:
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break
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cwd = parent
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for c in candidates:
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path = os.path.join(cwd, c)
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if os.path.isfile(path):
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return path
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return None
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def load_registry(path):
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with open(path, "r", encoding="utf-8") as f:
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return json.load(f)
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def build_registry_index(registry_data):
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"""构建 device_id → action_value_mappings 的索引"""
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index = {}
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for res in registry_data.get("resources", []):
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rid = res.get("id", "")
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avm = res.get("class", {}).get("action_value_mappings", {})
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if rid and avm:
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index[rid] = avm
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return index
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def flatten_goal_schema(action_data):
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"""从 action_value_mappings 条目中提取 goal 层的 schema"""
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schema = action_data.get("schema", {})
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goal_schema = schema.get("properties", {}).get("goal", {})
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return goal_schema if goal_schema else schema
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def build_param_template(goal_schema):
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"""根据 goal schema 生成 param 模板，含类型标注"""
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properties = goal_schema.get("properties", {})
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required = set(goal_schema.get("required", []))
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template = {}
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for field_name, field_def in properties.items():
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if field_name == "unilabos_device_id":
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continue
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ftype = field_def.get("type", "any")
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default = field_def.get("default")
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if default is not None:
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template[field_name] = default
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elif ftype == "string":
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template[field_name] = f"$TODO ({ftype}, {'required' if field_name in required else 'optional'})"
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elif ftype == "number" or ftype == "integer":
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template[field_name] = 0
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elif ftype == "boolean":
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template[field_name] = False
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elif ftype == "array":
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template[field_name] = []
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elif ftype == "object":
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template[field_name] = {}
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else:
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template[field_name] = f"$TODO ({ftype})"
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return template
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def fetch_workflow_detail(base_url, auth_token, workflow_uuid):
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"""调用 workflow detail API"""
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url = f"{base_url}/api/v1/lab/workflow/template/detail/{workflow_uuid}"
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req = Request(url, method="GET")
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req.add_header("Authorization", f"Lab {auth_token}")
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try:
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with urlopen(req, timeout=30) as resp:
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return json.loads(resp.read().decode("utf-8"))
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except HTTPError as e:
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body = e.read().decode("utf-8", errors="replace")
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print(f"API 错误 {e.code}: {body}")
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return None
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except URLError as e:
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print(f"网络错误: {e.reason}")
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return None
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def extract_nodes_from_response(response):
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"""
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从 workflow detail 响应中提取 action 节点列表。
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适配多种可能的响应格式。
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返回: [(node_uuid, resource_template_name, node_template_name, existing_param), ...]
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"""
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data = response.get("data", response)
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search_keys = ["nodes", "workflow_nodes", "node_list", "steps"]
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nodes_raw = None
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for key in search_keys:
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if key in data and isinstance(data[key], list):
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nodes_raw = data[key]
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break
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if nodes_raw is None:
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if isinstance(data, list):
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nodes_raw = data
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else:
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for v in data.values():
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if isinstance(v, list) and len(v) > 0 and isinstance(v[0], dict):
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nodes_raw = v
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break
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if not nodes_raw:
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print("警告: 未能从响应中提取节点列表")
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print("响应顶层 keys:", list(data.keys()) if isinstance(data, dict) else type(data).__name__)
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return []
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result = []
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for node in nodes_raw:
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if not isinstance(node, dict):
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continue
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node_uuid = (
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node.get("uuid")
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or node.get("node_uuid")
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or node.get("id")
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or ""
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)
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resource_name = (
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node.get("resource_template_name")
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or node.get("device_id")
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or node.get("resource_name")
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or node.get("device_name")
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or ""
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)
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template_name = (
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node.get("node_template_name")
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or node.get("action_name")
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or node.get("template_name")
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or node.get("action")
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or node.get("name")
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or ""
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)
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existing_param = node.get("param", {}) or {}
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if node_uuid:
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result.append((node_uuid, resource_name, template_name, existing_param))
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return result
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def generate_template(nodes, registry_index, rounds):
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"""生成 notebook 提交模板"""
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node_params = []
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schema_info = {}
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datas_template = []
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for node_uuid, resource_name, template_name, existing_param in nodes:
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param_template = {}
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matched = False
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if resource_name and template_name and resource_name in registry_index:
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avm = registry_index[resource_name]
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if template_name in avm:
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goal_schema = flatten_goal_schema(avm[template_name])
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param_template = build_param_template(goal_schema)
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goal_default = avm[template_name].get("goal_default", {})
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if goal_default:
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for k, v in goal_default.items():
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if k in param_template and v is not None:
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param_template[k] = v
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matched = True
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schema_info[node_uuid] = {
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"device_id": resource_name,
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"action_name": template_name,
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"action_type": avm[template_name].get("type", ""),
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"schema_properties": list(goal_schema.get("properties", {}).keys()),
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"required": goal_schema.get("required", []),
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}
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if not matched and existing_param:
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param_template = existing_param
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if not matched and not existing_param:
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schema_info[node_uuid] = {
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"device_id": resource_name,
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"action_name": template_name,
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"warning": "未在本地注册表中找到匹配的 action schema",
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}
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datas_template.append({
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"node_uuid": node_uuid,
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"param": param_template,
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"sample_params": [
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{
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"container_uuid": "$TODO_CONTAINER_UUID",
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"sample_value": {
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"liquid_names": "$TODO_LIQUID_NAME",
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"volumes": 0,
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},
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}
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],
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})
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for i in range(rounds):
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node_params.append({
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"sample_uuids": f"$TODO_SAMPLE_UUID_ROUND_{i + 1}",
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"datas": copy.deepcopy(datas_template),
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})
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return {
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"lab_uuid": "$TODO_LAB_UUID",
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"workflow_uuid": "$TODO_WORKFLOW_UUID",
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"name": "$TODO_EXPERIMENT_NAME",
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"node_params": node_params,
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"_schema_info（仅参考，提交时删除）": schema_info,
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}
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def parse_args(argv):
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"""简单的参数解析"""
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opts = {
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"auth": None,
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"base": None,
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"workflow_uuid": None,
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"registry": None,
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"rounds": 1,
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"output": "notebook_template.json",
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"dump_response": False,
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}
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i = 0
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while i < len(argv):
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arg = argv[i]
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if arg == "--auth" and i + 1 < len(argv):
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opts["auth"] = argv[i + 1]
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i += 2
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elif arg == "--base" and i + 1 < len(argv):
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opts["base"] = argv[i + 1].rstrip("/")
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i += 2
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elif arg == "--workflow-uuid" and i + 1 < len(argv):
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opts["workflow_uuid"] = argv[i + 1]
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i += 2
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elif arg == "--registry" and i + 1 < len(argv):
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opts["registry"] = argv[i + 1]
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i += 2
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elif arg == "--rounds" and i + 1 < len(argv):
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opts["rounds"] = int(argv[i + 1])
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i += 2
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elif arg == "--output" and i + 1 < len(argv):
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opts["output"] = argv[i + 1]
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i += 2
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elif arg == "--dump-response":
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opts["dump_response"] = True
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i += 1
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else:
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print(f"未知参数: {arg}")
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i += 1
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return opts
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def main():
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opts = parse_args(sys.argv[1:])
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if not opts["auth"] or not opts["base"] or not opts["workflow_uuid"]:
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print("用法:")
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print(" python gen_notebook_params.py --auth <token> --base <url> --workflow-uuid <uuid> [选项]")
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print()
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print("必需参数:")
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print(" --auth <token> Lab token（base64(ak:sk)）")
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print(" --base <url> API 基础 URL")
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print(" --workflow-uuid <uuid> 目标 workflow UUID")
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print()
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print("可选参数:")
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print(" --registry <path> 注册表文件路径（默认自动搜索）")
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print(" --rounds <n> 实验轮次数（默认 1）")
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print(" --output <path> 输出文件路径（默认 notebook_template.json）")
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print(" --dump-response 打印 API 原始响应")
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sys.exit(1)
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# 1. 查找并加载本地注册表
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registry_path = find_registry(opts["registry"])
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registry_index = {}
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if registry_path:
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mtime = os.path.getmtime(registry_path)
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gen_time = datetime.fromtimestamp(mtime).strftime("%Y-%m-%d %H:%M:%S")
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print(f"注册表: {registry_path} (生成时间: {gen_time})")
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registry_data = load_registry(registry_path)
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registry_index = build_registry_index(registry_data)
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print(f"已索引 {len(registry_index)} 个设备的 action schemas")
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else:
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print("警告: 未找到本地注册表，将跳过 param 模板生成")
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print(" 提交时需要手动填写各节点的 param 字段")
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# 2. 获取 workflow 详情
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print(f"\n正在获取 workflow 详情: {opts['workflow_uuid']}")
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response = fetch_workflow_detail(opts["base"], opts["auth"], opts["workflow_uuid"])
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if not response:
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print("错误: 无法获取 workflow 详情")
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sys.exit(1)
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if opts["dump_response"]:
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print("\n=== API 原始响应 ===")
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print(json.dumps(response, indent=2, ensure_ascii=False)[:5000])
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print("=== 响应结束（截断至 5000 字符） ===\n")
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# 3. 提取节点
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nodes = extract_nodes_from_response(response)
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if not nodes:
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print("错误: 未能从 workflow 中提取任何 action 节点")
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print("请使用 --dump-response 查看原始响应结构")
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sys.exit(1)
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print(f"\n找到 {len(nodes)} 个 action 节点:")
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print(f" {'节点 UUID':<40} {'设备 ID':<30} {'动作名':<25} {'Schema'}")
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print(" " + "-" * 110)
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for node_uuid, resource_name, template_name, _ in nodes:
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matched = "✓" if (resource_name in registry_index and
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template_name in registry_index.get(resource_name, {})) else "✗"
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print(f" {node_uuid:<40} {resource_name:<30} {template_name:<25} {matched}")
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# 4. 生成模板
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template = generate_template(nodes, registry_index, opts["rounds"])
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template["workflow_uuid"] = opts["workflow_uuid"]
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output_path = opts["output"]
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with open(output_path, "w", encoding="utf-8") as f:
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json.dump(template, f, indent=2, ensure_ascii=False)
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print(f"\n模板已写入: {output_path}")
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print(f" 轮次数: {opts['rounds']}")
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print(f" 节点数/轮: {len(nodes)}")
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print()
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print("下一步:")
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print(" 1. 打开模板文件，将 $TODO 占位符替换为实际值")
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print(" 2. 删除 _schema_info 字段（仅供参考）")
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print(" 3. 使用 POST /api/v1/lab/notebook 提交")
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if __name__ == "__main__":
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main()
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Block a user