refactor: 重构数据库相关功能，移除旧的数据库模块，更新API路由以使用新的数据库接口，增强代码结构和可维护性

requirements.txt

@@ -4,4 +4,5 @@ pydantic-settings
 websockets
 aiohttp
 boto3
-aiosqlite
+aiosqlite
+sqlalchemy

workflow_service/comfyui_client.py

@@ -6,22 +6,19 @@ import os
 import random
 import uuid
 import websockets
-from collections import defaultdict
 from datetime import datetime
-from typing import Dict, Any, Optional, List, Set, Union
+from typing import Dict, Any
 
 import aiohttp
 from aiohttp import ClientTimeout
 
 from workflow_service.config import Settings, ComfyUIServer
-from workflow_service.database import (
+from workflow_service.database.api import (
     create_workflow_run,
     update_workflow_run_status,
     create_workflow_run_nodes,
     update_workflow_run_node_status,
     get_workflow_run,
-    get_pending_workflow_runs,
-    get_running_workflow_runs,
     get_workflow_run_nodes,
 )
 

workflow_service/database.py

@@ -1,253 +0,0 @@
-from datetime import datetime
-from typing import Optional
-import aiosqlite
-import json
-import re
-import uuid
-
-from workflow_service.config import Settings
-
-DATABASE_FILE = Settings().DB_FILE
-
-async def init_db():
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    await db.execute("""
-      CREATE TABLE IF NOT EXISTS workflows (
-        name TEXT PRIMARY KEY,
-        base_name TEXT NOT NULL,
-        version TEXT NOT NULL,
-        workflow_json TEXT NOT NULL
-      )
-    """)
-    
-    # 新增 workflow_run 表
-    await db.execute("""
-      CREATE TABLE IF NOT EXISTS workflow_run (
-        id TEXT PRIMARY KEY,
-        workflow_name TEXT NOT NULL,
-        prompt_id TEXT,
-        client_id TEXT,
-        status TEXT NOT NULL DEFAULT 'pending',
-        server_url TEXT,
-        created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
-        started_at TIMESTAMP,
-        completed_at TIMESTAMP,
-        error_message TEXT,
-        workflow_json TEXT NOT NULL,
-        api_spec TEXT NOT NULL,
-        request_data TEXT NOT NULL,
-        result TEXT
-      )
-    """)
-    
-    # 新增 workflow_run_nodes 表，记录每个节点的运行状态
-    await db.execute("""
-      CREATE TABLE IF NOT EXISTS workflow_run_nodes (
-        id TEXT PRIMARY KEY,
-        workflow_run_id TEXT NOT NULL,
-        node_id TEXT NOT NULL,
-        node_type TEXT NOT NULL,
-        status TEXT NOT NULL DEFAULT 'pending',
-        started_at TIMESTAMP,
-        completed_at TIMESTAMP,
-        output_data TEXT,
-        error_message TEXT,
-        FOREIGN KEY (workflow_run_id) REFERENCES workflow_run (id)
-      )
-    """)
-    
-    await db.commit()
-  print(f"数据库 '{DATABASE_FILE}' 已准备就绪。")
-
-async def save_workflow(name: str, workflow_json: str):
-  version = datetime.now().strftime("%Y%m%d%H%M%S")
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    await db.execute(
-      "INSERT OR REPLACE INTO workflows (name, base_name, version, workflow_json) VALUES (?, ?, ?, ?)",
-      (f"{name} [{version}]", name, version, workflow_json)
-    )
-    await db.commit()
-
-async def get_all_workflows() -> list[dict]:
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    db.row_factory = aiosqlite.Row
-    # 按 base_name 分组，获取每个基础名称的最新版本记录
-    cursor = await db.execute("""
-      SELECT w1.name, w1.workflow_json, w1.base_name, w1.version
-      FROM workflows w1
-      INNER JOIN (
-        SELECT base_name, MAX(version) as max_version
-        FROM workflows
-        GROUP BY base_name
-      ) w2 ON w1.base_name = w2.base_name AND w1.version = w2.max_version
-      ORDER BY w1.base_name
-    """)
-    rows = await cursor.fetchall()
-    return [{"name": row["name"], "workflow": json.loads(row["workflow_json"])} for row in rows]
-
-async def get_latest_workflow_by_base_name(base_name: str) -> dict | None:
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    db.row_factory = aiosqlite.Row
-    cursor = await db.execute("SELECT * FROM workflows WHERE base_name = ? ORDER BY version DESC LIMIT 1", (base_name,))
-    row = await cursor.fetchone()
-    return dict(row) if row else None
-
-async def get_workflow_by_version(base_name: str, version: str) -> dict | None:
-  name = f"{base_name} [{version}]"
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    db.row_factory = aiosqlite.Row
-    cursor = await db.execute("SELECT * FROM workflows WHERE name = ?", (name,))
-    row = await cursor.fetchone()
-    return dict(row) if row else None
-
-async def get_workflow(name: str, version: Optional[str] = None) -> dict | None:
-  if version:
-    return await get_workflow_by_version(name, version)
-  else:
-    return await get_latest_workflow_by_base_name(name)
-
-async def delete_workflow(name: str) -> bool:
-  async with aiosqlite.connect(DATABASE_FILE) as db:
-    cursor = await db.execute("DELETE FROM workflows WHERE name = ?", (name,))
-    await db.commit()
-    return cursor.rowcount > 0
-
-# 新增 workflow_run 相关函数
-async def create_workflow_run(
-    workflow_run_id: str,
-    workflow_name: str,
-    workflow_json: str,
-    api_spec: str,
-    request_data: str
-) -> str:
-    """创建新的工作流运行记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        await db.execute("""
-            INSERT INTO workflow_run (id, workflow_name, workflow_json, api_spec, request_data)
-            VALUES (?, ?, ?, ?, ?)
-        """, (workflow_run_id, workflow_name, workflow_json, api_spec, request_data))
-        await db.commit()
-    return workflow_run_id
-
-async def update_workflow_run_status(
-    workflow_run_id: str,
-    status: str,
-    server_url: str = None,
-    prompt_id: str = None,
-    client_id: str = None,
-    error_message: str = None,
-    result: str = None
-):
-    """更新工作流运行状态"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        if status == 'running':
-            await db.execute("""
-                UPDATE workflow_run 
-                SET status = ?, server_url = ?, prompt_id = ?, client_id = ?, started_at = CURRENT_TIMESTAMP
-                WHERE id = ?
-            """, (status, server_url, prompt_id, client_id, workflow_run_id))
-        elif status == 'completed':
-            await db.execute("""
-                UPDATE workflow_run 
-                SET status = ?, completed_at = CURRENT_TIMESTAMP, result = ?
-                WHERE id = ?
-            """, (status, result, workflow_run_id))
-        elif status == 'failed':
-            await db.execute("""
-                UPDATE workflow_run 
-                SET status = ?, error_message = ?, completed_at = CURRENT_TIMESTAMP
-                WHERE id = ?
-            """, (status, error_message, workflow_run_id))
-        else:
-            await db.execute("""
-                UPDATE workflow_run 
-                SET status = ?
-                WHERE id = ?
-            """, (status, workflow_run_id))
-        await db.commit()
-
-async def create_workflow_run_nodes(workflow_run_id: str, nodes_data: list):
-    """创建工作流运行节点记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        for node in nodes_data:
-            node_id = str(uuid.uuid4())
-            await db.execute("""
-                INSERT INTO workflow_run_nodes (id, workflow_run_id, node_id, node_type)
-                VALUES (?, ?, ?, ?)
-            """, (node_id, workflow_run_id, node["id"], node["type"]))
-        await db.commit()
-
-async def update_workflow_run_node_status(
-    workflow_run_id: str,
-    node_id: str,
-    status: str,
-    output_data: str = None,
-    error_message: str = None
-):
-    """更新工作流运行节点状态"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        if status == 'running':
-            await db.execute("""
-                UPDATE workflow_run_nodes 
-                SET status = ?, started_at = CURRENT_TIMESTAMP
-                WHERE workflow_run_id = ? AND node_id = ?
-            """, (status, workflow_run_id, node_id))
-        elif status == 'completed':
-            await db.execute("""
-                UPDATE workflow_run_nodes 
-                SET status = ?, output_data = ?, completed_at = CURRENT_TIMESTAMP
-                WHERE workflow_run_id = ? AND node_id = ?
-            """, (status, output_data, workflow_run_id, node_id))
-        elif status == 'failed':
-            await db.execute("""
-                UPDATE workflow_run_nodes 
-                SET status = ?, error_message = ?, completed_at = CURRENT_TIMESTAMP
-                WHERE workflow_run_id = ? AND node_id = ?
-            """, (status, error_message, workflow_run_id, node_id))
-        else:
-            await db.execute("""
-                UPDATE workflow_run_nodes 
-                SET status = ?
-                WHERE workflow_run_id = ? AND node_id = ?
-            """, (status, workflow_run_id, node_id))
-        await db.commit()
-
-async def get_workflow_run(workflow_run_id: str) -> dict | None:
-    """获取工作流运行记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        db.row_factory = aiosqlite.Row
-        cursor = await db.execute("""
-            SELECT * FROM workflow_run WHERE id = ?
-        """, (workflow_run_id,))
-        row = await cursor.fetchone()
-        return dict(row) if row else None
-
-async def get_workflow_run_nodes(workflow_run_id: str) -> list[dict]:
-    """获取工作流运行节点记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        db.row_factory = aiosqlite.Row
-        cursor = await db.execute("""
-            SELECT * FROM workflow_run_nodes WHERE workflow_run_id = ?
-        """, (workflow_run_id,))
-        rows = await cursor.fetchall()
-        return [dict(row) for row in rows]
-
-async def get_pending_workflow_runs() -> list[dict]:
-    """获取所有待处理的工作流运行记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        db.row_factory = aiosqlite.Row
-        cursor = await db.execute("""
-            SELECT * FROM workflow_run WHERE status = 'pending' ORDER BY created_at ASC
-        """)
-        rows = await cursor.fetchall()
-        return [dict(row) for row in rows]
-
-async def get_running_workflow_runs() -> list[dict]:
-    """获取所有正在运行的工作流运行记录"""
-    async with aiosqlite.connect(DATABASE_FILE) as db:
-        db.row_factory = aiosqlite.Row
-        cursor = await db.execute("""
-            SELECT * FROM workflow_run WHERE status = 'running'
-        """)
-        rows = await cursor.fetchall()
-        return [dict(row) for row in rows]

workflow_service/database/__init__.py

@@ -0,0 +1,47 @@
+"""
+数据库模块
+提供工作流和工作流运行的数据库操作接口
+"""
+
+from .models import Workflow, WorkflowRun, WorkflowRunNode
+from .api import (
+    init_db,
+    save_workflow,
+    get_all_workflows,
+    get_latest_workflow_by_base_name,
+    get_workflow_by_version,
+    get_workflow,
+    delete_workflow,
+    create_workflow_run,
+    update_workflow_run_status,
+    create_workflow_run_nodes,
+    update_workflow_run_node_status,
+    get_workflow_run,
+    get_workflow_run_nodes,
+    get_pending_workflow_runs,
+    get_running_workflow_runs,
+)
+
+__all__ = [
+    # 模型
+    "Workflow",
+    "WorkflowRun", 
+    "WorkflowRunNode",
+    
+    # API函数
+    "init_db",
+    "save_workflow",
+    "get_all_workflows",
+    "get_latest_workflow_by_base_name",
+    "get_workflow_by_version",
+    "get_workflow",
+    "delete_workflow",
+    "create_workflow_run",
+    "update_workflow_run_status",
+    "create_workflow_run_nodes",
+    "update_workflow_run_node_status",
+    "get_workflow_run",
+    "get_workflow_run_nodes",
+    "get_pending_workflow_runs",
+    "get_running_workflow_runs",
+]

workflow_service/database/api.py

@@ -0,0 +1,256 @@
+"""
+数据库操作API
+提供工作流相关的所有数据库操作函数
+"""
+
+from datetime import datetime
+from typing import Optional, List
+import json
+import uuid
+
+from sqlalchemy.future import select
+from sqlalchemy import delete
+
+from .models import Base, Workflow, WorkflowRun, WorkflowRunNode
+from .connection import async_engine, AsyncSessionLocal
+
+
+async def init_db():
+    """初始化数据库表结构"""
+    async with async_engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)
+    print(f"数据库表结构已创建完成。")
+
+
+async def save_workflow(name: str, workflow_json: str):
+    """保存工作流"""
+    version = datetime.now().strftime("%Y%m%d%H%M%S")
+    workflow = Workflow(
+        name=f"{name} [{version}]",
+        base_name=name,
+        version=version,
+        workflow_json=workflow_json,
+    )
+
+    async with AsyncSessionLocal() as session:
+        await session.merge(workflow)  # 使用merge实现INSERT OR REPLACE
+        await session.commit()
+
+
+async def get_all_workflows() -> List[dict]:
+    """获取所有工作流（最新版本）"""
+    async with AsyncSessionLocal() as session:
+        # 使用子查询获取每个base_name的最新版本
+        stmt = (
+            select(Workflow)
+            .where(
+                Workflow.version
+                == select(Workflow.version)
+                .where(Workflow.base_name == Workflow.base_name)
+                .order_by(Workflow.version.desc())
+                .limit(1)
+                .scalar_subquery()
+            )
+            .order_by(Workflow.base_name)
+        )
+
+        result = await session.execute(stmt)
+        workflows = result.scalars().all()
+
+        return [
+            {"name": wf.name, "workflow": json.loads(wf.workflow_json)}
+            for wf in workflows
+        ]
+
+
+async def get_latest_workflow_by_base_name(base_name: str) -> Optional[dict]:
+    """根据基础名称获取最新版本的工作流"""
+    async with AsyncSessionLocal() as session:
+        stmt = (
+            select(Workflow)
+            .where(Workflow.base_name == base_name)
+            .order_by(Workflow.version.desc())
+            .limit(1)
+        )
+
+        result = await session.execute(stmt)
+        workflow = result.scalar_one_or_none()
+
+        return workflow.to_dict() if workflow else None
+
+
+async def get_workflow_by_version(base_name: str, version: str) -> Optional[dict]:
+    """根据版本获取工作流"""
+    name = f"{base_name} [{version}]"
+    async with AsyncSessionLocal() as session:
+        stmt = select(Workflow).where(Workflow.name == name)
+        result = await session.execute(stmt)
+        workflow = result.scalar_one_or_none()
+
+        return workflow.to_dict() if workflow else None
+
+
+async def get_workflow(name: str, version: Optional[str] = None) -> Optional[dict]:
+    """获取工作流"""
+    if version:
+        return await get_workflow_by_version(name, version)
+    else:
+        return await get_latest_workflow_by_base_name(name)
+
+
+async def delete_workflow(name: str) -> bool:
+    """删除工作流"""
+    async with AsyncSessionLocal() as session:
+        stmt = delete(Workflow).where(Workflow.name == name)
+        result = await session.execute(stmt)
+        await session.commit()
+        return result.rowcount > 0
+
+
+async def create_workflow_run(
+    workflow_run_id: str,
+    workflow_name: str,
+    workflow_json: str,
+    api_spec: str,
+    request_data: str,
+) -> str:
+    """创建新的工作流运行记录"""
+    workflow_run = WorkflowRun(
+        id=workflow_run_id,
+        workflow_name=workflow_name,
+        workflow_json=workflow_json,
+        api_spec=api_spec,
+        request_data=request_data,
+    )
+
+    async with AsyncSessionLocal() as session:
+        session.add(workflow_run)
+        await session.commit()
+
+    return workflow_run_id
+
+
+async def update_workflow_run_status(
+    workflow_run_id: str,
+    status: str,
+    server_url: str = None,
+    prompt_id: str = None,
+    client_id: str = None,
+    error_message: str = None,
+    result: str = None,
+):
+    """更新工作流运行状态"""
+    async with AsyncSessionLocal() as session:
+        workflow_run = await session.get(WorkflowRun, workflow_run_id)
+        if not workflow_run:
+            return
+
+        workflow_run.status = status
+
+        if status == "running":
+            workflow_run.server_url = server_url
+            workflow_run.prompt_id = prompt_id
+            workflow_run.client_id = client_id
+            workflow_run.started_at = datetime.utcnow()
+        elif status == "completed":
+            workflow_run.completed_at = datetime.utcnow()
+            workflow_run.result = result
+        elif status == "failed":
+            workflow_run.error_message = error_message
+            workflow_run.completed_at = datetime.utcnow()
+
+        await session.commit()
+
+
+async def create_workflow_run_nodes(workflow_run_id: str, nodes_data: List[dict]):
+    """创建工作流运行节点记录"""
+    nodes = []
+    for node in nodes_data:
+        node_obj = WorkflowRunNode(
+            id=str(uuid.uuid4()),
+            workflow_run_id=workflow_run_id,
+            node_id=node["id"],
+            node_type=node["type"],
+        )
+        nodes.append(node_obj)
+
+    async with AsyncSessionLocal() as session:
+        session.add_all(nodes)
+        await session.commit()
+
+
+async def update_workflow_run_node_status(
+    workflow_run_id: str,
+    node_id: str,
+    status: str,
+    output_data: str = None,
+    error_message: str = None,
+):
+    """更新工作流运行节点状态"""
+    async with AsyncSessionLocal() as session:
+        stmt = select(WorkflowRunNode).where(
+            WorkflowRunNode.workflow_run_id == workflow_run_id,
+            WorkflowRunNode.node_id == node_id,
+        )
+        result = await session.execute(stmt)
+        node = result.scalar_one_or_none()
+
+        if not node:
+            return
+
+        node.status = status
+
+        if status == "running":
+            node.started_at = datetime.utcnow()
+        elif status == "completed":
+            node.output_data = output_data
+            node.completed_at = datetime.utcnow()
+        elif status == "failed":
+            node.error_message = error_message
+            node.completed_at = datetime.utcnow()
+
+        await session.commit()
+
+
+async def get_workflow_run(workflow_run_id: str) -> Optional[dict]:
+    """获取工作流运行记录"""
+    async with AsyncSessionLocal() as session:
+        workflow_run = await session.get(WorkflowRun, workflow_run_id)
+        return workflow_run.to_dict() if workflow_run else None
+
+
+async def get_workflow_run_nodes(workflow_run_id: str) -> List[dict]:
+    """获取工作流运行节点记录"""
+    async with AsyncSessionLocal() as session:
+        stmt = select(WorkflowRunNode).where(
+            WorkflowRunNode.workflow_run_id == workflow_run_id
+        )
+        result = await session.execute(stmt)
+        nodes = result.scalars().all()
+
+        return [node.to_dict() for node in nodes]
+
+
+async def get_pending_workflow_runs() -> List[dict]:
+    """获取所有待处理的工作流运行记录"""
+    async with AsyncSessionLocal() as session:
+        stmt = (
+            select(WorkflowRun)
+            .where(WorkflowRun.status == "pending")
+            .order_by(WorkflowRun.created_at.asc())
+        )
+
+        result = await session.execute(stmt)
+        runs = result.scalars().all()
+
+        return [run.to_dict() for run in runs]
+
+
+async def get_running_workflow_runs() -> List[dict]:
+    """获取所有正在运行的工作流运行记录"""
+    async with AsyncSessionLocal() as session:
+        stmt = select(WorkflowRun).where(WorkflowRun.status == "running")
+        result = await session.execute(stmt)
+        runs = result.scalars().all()
+
+        return [run.to_dict() for run in runs]

workflow_service/database/connection.py

@@ -0,0 +1,42 @@
+"""
+数据库连接配置
+管理数据库引擎、会话和连接池
+"""
+
+from sqlalchemy import create_engine
+from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession, async_sessionmaker
+from sqlalchemy.orm import sessionmaker
+
+from workflow_service.config import Settings
+
+# 数据库配置
+DATABASE_FILE = Settings().DB_FILE
+ASYNC_DATABASE_URL = f"sqlite+aiosqlite:///{DATABASE_FILE}"
+SYNC_DATABASE_URL = f"sqlite:///{DATABASE_FILE}"
+
+# 创建异步引擎
+async_engine = create_async_engine(
+    ASYNC_DATABASE_URL, echo=False, pool_pre_ping=True, pool_recycle=3600
+)
+
+# 创建异步会话工厂
+AsyncSessionLocal = async_sessionmaker(
+    async_engine, class_=AsyncSession, expire_on_commit=False
+)
+
+# 创建同步引擎和会话（用于初始化）
+sync_engine = create_engine(
+    SYNC_DATABASE_URL, echo=False, pool_pre_ping=True, pool_recycle=3600
+)
+SessionLocal = sessionmaker(bind=sync_engine)
+
+
+async def get_db_session() -> AsyncSession:
+    """获取数据库会话"""
+    async with AsyncSessionLocal() as session:
+        return session
+
+
+def get_sync_session():
+    """获取同步数据库会话（用于初始化等场景）"""
+    return SessionLocal()

workflow_service/database/models.py

@@ -0,0 +1,111 @@
+"""
+数据库模型定义
+定义工作流相关的所有数据表结构
+"""
+
+from datetime import datetime
+from sqlalchemy import Column, String, Text, DateTime, ForeignKey
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import relationship
+
+# 创建基类
+Base = declarative_base()
+
+
+class Workflow(Base):
+    """工作流模型"""
+
+    __tablename__ = "workflows"
+
+    name = Column(String, primary_key=True)
+    base_name = Column(String, nullable=False)
+    version = Column(String, nullable=False)
+    workflow_json = Column(Text, nullable=False)
+
+    def to_dict(self) -> dict:
+        return {
+            "name": self.name,
+            "base_name": self.base_name,
+            "version": self.version,
+            "workflow_json": self.workflow_json,
+        }
+
+
+class WorkflowRun(Base):
+    """工作流运行记录模型"""
+
+    __tablename__ = "workflow_run"
+
+    id = Column(String, primary_key=True)
+    workflow_name = Column(String, nullable=False)
+    prompt_id = Column(String)
+    client_id = Column(String)
+    status = Column(String, nullable=False, default="pending")
+    server_url = Column(String)
+    created_at = Column(DateTime, default=datetime.utcnow)
+    started_at = Column(DateTime)
+    completed_at = Column(DateTime)
+    error_message = Column(Text)
+    workflow_json = Column(Text, nullable=False)
+    api_spec = Column(Text, nullable=False)
+    request_data = Column(Text, nullable=False)
+    result = Column(Text)
+
+    # 关联关系
+    nodes = relationship(
+        "WorkflowRunNode", back_populates="workflow_run", cascade="all, delete-orphan"
+    )
+
+    def to_dict(self) -> dict:
+        return {
+            "id": self.id,
+            "workflow_name": self.workflow_name,
+            "prompt_id": self.prompt_id,
+            "client_id": self.client_id,
+            "status": self.status,
+            "server_url": self.server_url,
+            "created_at": self.created_at.isoformat() if self.created_at else None,
+            "started_at": self.started_at.isoformat() if self.started_at else None,
+            "completed_at": (
+                self.completed_at.isoformat() if self.completed_at else None
+            ),
+            "error_message": self.error_message,
+            "workflow_json": self.workflow_json,
+            "api_spec": self.api_spec,
+            "request_data": self.request_data,
+            "result": self.result,
+        }
+
+
+class WorkflowRunNode(Base):
+    """工作流运行节点模型"""
+
+    __tablename__ = "workflow_run_nodes"
+
+    id = Column(String, primary_key=True)
+    workflow_run_id = Column(String, ForeignKey("workflow_run.id"), nullable=False)
+    node_id = Column(String, nullable=False)
+    node_type = Column(String, nullable=False)
+    status = Column(String, nullable=False, default="pending")
+    started_at = Column(DateTime)
+    completed_at = Column(DateTime)
+    output_data = Column(Text)
+    error_message = Column(Text)
+
+    # 关联关系
+    workflow_run = relationship("WorkflowRun", back_populates="nodes")
+
+    def to_dict(self) -> dict:
+        return {
+            "id": self.id,
+            "workflow_run_id": self.workflow_run_id,
+            "node_id": self.node_id,
+            "node_type": self.node_type,
+            "status": self.status,
+            "started_at": self.started_at.isoformat() if self.started_at else None,
+            "completed_at": (
+                self.completed_at.isoformat() if self.completed_at else None
+            ),
+            "output_data": self.output_data,
+            "error_message": self.error_message,
+        }

workflow_service/main.py

@@ -4,7 +4,7 @@ import uvicorn
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
-from workflow_service import database
+from workflow_service.database.api import init_db
 from workflow_service.config import Settings
 from workflow_service.routes import service, workflow, run, runx
 
@@ -30,7 +30,7 @@ web_app.include_router(runx.runx_router)
 @web_app.on_event("startup")
 async def startup_event():
     """服务启动时，初始化数据库并为所有配置的服务器创建输入/输出目录。"""
-    await database.init_db()
+    await init_db()
     try:
         servers = settings.SERVERS
         print(f"检测到 {len(servers)} 个 ComfyUI 服务器配置。")

workflow_service/routes/run.py

@@ -1,11 +1,11 @@
 import json
 from typing import Dict, Optional
 
-from fastapi import APIRouter, Body, HTTPException, Request
-from fastapi.openapi.models import RequestBody
+from fastapi import APIRouter, Body, HTTPException
 from fastapi.responses import JSONResponse
 
-from workflow_service import comfyui_client, database
+from workflow_service import comfyui_client
+from workflow_service.database.api import get_workflow
 
 run_router = APIRouter(
     prefix="/api/run",
@@ -28,7 +28,7 @@ async def run_workflow(
             raise HTTPException(status_code=400, detail="`workflow_name` 字段是必需的")
 
         # 获取工作流定义
-        workflow_data = await database.get_workflow(workflow_name, workflow_version)
+        workflow_data = await get_workflow(workflow_name, workflow_version)
         if not workflow_data:
             detail = (
                 f"工作流 '{workflow_name}'"

workflow_service/routes/runx/model_with_multi_dress.py

@@ -3,7 +3,8 @@ from typing import Optional
 
 from fastapi import Body, HTTPException
 from fastapi.responses import JSONResponse
-from workflow_service import comfyui_client, database
+from workflow_service import comfyui_client
+from workflow_service.database.api import get_workflow
 from ._base import runx_router
 
 RUNX_NAME = "model_with_multi_dress"
@@ -21,7 +22,7 @@ async def model_with_multi_dress(
     workflow_name = RUNX_WORKFLOW_NAME
 
     # 获取工作流定义
-    workflow_data = await database.get_workflow(workflow_name, workflow_version)
+    workflow_data = await get_workflow(workflow_name, workflow_version)
     if not workflow_data:
         detail = (
             f"工作流 '{workflow_name}'"

workflow_service/routes/workflow.py

@@ -5,7 +5,12 @@ from fastapi import APIRouter, Body, HTTPException, Path
 from fastapi.responses import JSONResponse
 
 from workflow_service import comfyui_client
-from workflow_service import database
+from workflow_service.database.api import (
+    save_workflow,
+    get_all_workflows,
+    delete_workflow,
+    get_workflow,
+)
 
 
 workflow_router = APIRouter(
@@ -25,7 +30,7 @@ async def publish_workflow_endpoint(data: dict = Body(...)):
             raise HTTPException(
                 status_code=400, detail="`name` and `workflow` fields are required."
             )
-        await database.save_workflow(name, json.dumps(wf_json))
+        await save_workflow(name, json.dumps(wf_json))
         print(f"Workflow '{name}' published.")
         return JSONResponse(
             content={"status": "success", "message": f"Workflow '{name}' published."},
@@ -43,7 +48,7 @@ async def get_all_workflows_endpoint():
     获取所有工作流
     """
     try:
-        return await database.get_all_workflows()
+        return await get_all_workflows()
     except Exception as e:
         raise HTTPException(status_code=500, detail=f"Failed to get workflows: {e}")
 
@@ -59,7 +64,7 @@ async def delete_workflow_endpoint(
     删除工作流
     """
     try:
-        success = await database.delete_workflow(workflow_name)
+        success = await delete_workflow(workflow_name)
         if success:
             return {"status": "deleted", "name": workflow_name}
         else:
@@ -75,7 +80,7 @@ async def get_one_workflow_endpoint(base_name: str, version: Optional[str] = Non
     """
     获取工作流规范
     """
-    workflow_data = await database.get_workflow(base_name, version)
+    workflow_data = await get_workflow(base_name, version)
 
     if not workflow_data:
         detail = (