diff --git a/src/backend/__init__.py b/src/backend/__init__.py
index 5dd8fd0..e69de29 100644
--- a/src/backend/__init__.py
+++ b/src/backend/__init__.py
@@ -1 +0,0 @@
-#empty
\ No newline at end of file
diff --git a/src/backend/app/__init__.py b/src/backend/app/__init__.py
index 04ab4a3..94e30b8 100644
--- a/src/backend/app/__init__.py
+++ b/src/backend/app/__init__.py
@@ -9,23 +9,17 @@ from .services.traffic_monitor import traffic_monitor
 from src.backend.app.api.database import init_db
 
 def create_app() -> FastAPI:
-    # 初始化数据库
     init_db()
-
-    # 启动流量监控
     traffic_monitor.start_monitoring()
-
-    # 设置日志
     setup_logging()
 
-    # 创建FastAPI应用（使用新的中间件配置方式）
     app = FastAPI(
         title=settings.APP_NAME,
         debug=settings.DEBUG,
         docs_url=f"{settings.API_PREFIX}/docs",
         redoc_url=f"{settings.API_PREFIX}/redoc",
         openapi_url=f"{settings.API_PREFIX}/openapi.json",
-        middleware=[  # 这里直接配置中间件
+        middleware=[
             Middleware(
                 CORSMiddleware,
                 allow_origins=["*"],
@@ -36,14 +30,10 @@ def create_app() -> FastAPI:
         ]
     )
 
-    # 添加根路径重定向
     @app.get("/", include_in_schema=False)
     async def root():
         return responses.RedirectResponse(url=f"{settings.API_PREFIX}/docs")
-
-    # 添加API路由
     app.include_router(router, prefix=settings.API_PREFIX)
-
     return app
 
-app = create_app()
\ No newline at end of file
+app = create_app()
diff --git a/src/backend/app/api/__init__.py b/src/backend/app/api/__init__.py
index cc35827..2e2cfe5 100644
--- a/src/backend/app/api/__init__.py
+++ b/src/backend/app/api/__init__.py
@@ -3,5 +3,3 @@ from .endpoints import router
 
 app=FastAPI()
 app.include_router(router)
-
-#__all__ = ["app","router"]
\ No newline at end of file
diff --git a/src/backend/app/api/command_parser.py b/src/backend/app/api/command_parser.py
index a1e2a7b..f198d10 100644
--- a/src/backend/app/api/command_parser.py
+++ b/src/backend/app/api/command_parser.py
@@ -11,60 +11,4 @@ class CommandParser:
         """
         解析中文命令并返回配置
         """
-        # 首先尝试本地简单解析
-        local_parsed = self._try_local_parse(command)
-        if local_parsed:
-            return local_parsed
-
-        # 本地无法解析则调用AI服务
         return await self.ai_service.parse_command(command)
-
-    @staticmethod
-    def _try_local_parse(command: str) -> dict[str, str | list[Any]] | dict[str, str] | None:
-        """
-        尝试本地解析常见命令
-        """
-        command = command.lower().strip()
-
-        # VLAN配置
-        if "vlan" in command and "创建" in command:
-            parts = command.split()
-            vlan_id = next((p for p in parts if p.isdigit()), None)
-            if vlan_id:
-                return {
-                    "type": "vlan",
-                    "vlan_id": vlan_id,
-                    "name": f"VLAN{vlan_id}",
-                    "interfaces": []
-                }
-
-        # 接口配置
-        if any(word in command for word in ["接口", "端口"]) and any(
-                word in command for word in ["启用", "关闭", "配置"]):
-            parts = command.split()
-            interface = next((p for p in parts if p.startswith(("gi", "fa", "te", "eth"))), None)
-            if interface:
-                config = {
-                    "type": "interface",
-                    "interface": interface,
-                    "state": "up" if "启用" in command else "down"
-                }
-
-                if "ip" in command and "地址" in command:
-                    ip_part = next((p for p in parts if "." in p and p.count(".") == 3), None)
-                    if ip_part:
-                        config["ip_address"] = ip_part
-
-                if "描述" in command:
-                    desc_start = command.find("描述") + 2
-                    description = command[desc_start:].strip()
-                    config["description"] = description
-
-                if "vlan" in command:
-                    vlan_id = next((p for p in parts if p.isdigit()), None)
-                    if vlan_id:
-                        config["vlan"] = vlan_id
-
-                return config
-
-        return None
\ No newline at end of file
diff --git a/src/backend/app/api/database.py b/src/backend/app/api/database.py
index d02e658..80d2533 100644
--- a/src/backend/app/api/database.py
+++ b/src/backend/app/api/database.py
@@ -13,5 +13,4 @@ Base = declarative_base()
 
 def init_db():
     """初始化数据库"""
-    # 删除多余的导入
-    Base.metadata.create_all(bind=engine)
\ No newline at end of file
+    Base.metadata.create_all(bind=engine)
diff --git a/src/backend/app/api/endpoints.py b/src/backend/app/api/endpoints.py
index e1835ac..039ca13 100644
--- a/src/backend/app/api/endpoints.py
+++ b/src/backend/app/api/endpoints.py
@@ -24,7 +24,6 @@ from src.backend.app.api.database import SessionLocal
 router = APIRouter(prefix="", tags=["API"])
 scanner = NetworkScanner()
 
-# 添加根路径路由
 @router.get("/", include_in_schema=False)
 async def root():
     return {
@@ -37,21 +36,20 @@ async def root():
             "/scan_network",
             "/list_devices",
             "/batch_apply_config"
-            "/traffic/switch/current",  # 添加交换机流量端点
-            "/traffic/switch/history"  # 添加交换机历史流量端点
+            "/traffic/switch/current",
+            "/traffic/switch/history"
         ]
     }
 
-# 添加favicon处理
 @router.get("/favicon.ico", include_in_schema=False)
 async def favicon():
     return Response(status_code=204)
 
 class BatchConfigRequest(BaseModel):
     config: dict
-    switch_ips: List[str]  # 支持多个IP
-    username: str = None  # 添加用户名参数
-    password: str = None  # 添加密码参数
+    switch_ips: List[str]
+    username: str = None
+    password: str = None
     timeout: int = None
 
 @router.post("/batch_apply_config")
@@ -139,10 +137,9 @@ async def apply_config(request: ConfigRequest):
 
 class CLICommandRequest(BaseModel):
     switch_ip: str
-    commands: List[str]  # 前端生成的CLI命令列表
-    is_ensp: bool = False  # 是否为eNSP模拟器模式
+    commands: List[str]
+    is_ensp: bool = False
 
-    # 添加方法从commands中提取凭据
     def extract_credentials(self) -> tuple:
         """从commands中提取用户名和密码"""
         username = None
@@ -180,7 +177,6 @@ async def execute_cli_commands(request: CLICommandRequest):
             ensp_mode=request.is_ensp
         )
 
-        # 直接发送命令到交换机
         result = await configurator.execute_raw_commands(
             ip=request.switch_ip,
             commands=request.commands
@@ -227,10 +223,9 @@ async def websocket_traffic(websocket: WebSocket):
     await websocket.accept()
     try:
         while True:
-            # 获取所有接口的当前流量
             traffic_data = traffic_monitor.get_current_traffic()
             await websocket.send_json(traffic_data)
-            await asyncio.sleep(1)  # 每秒更新一次
+            await asyncio.sleep(1)
     except WebSocketDisconnect:
         print("客户端断开连接")
 
@@ -247,8 +242,8 @@ async def root():
             "/scan_network",
             "/list_devices",
             "/batch_apply_config",
-            "/traffic/switch/current",  # 添加交换机流量端点
-            "/traffic/switch/history"  # 添加交换机历史流量端点
+            "/traffic/switch/current",
+            "/traffic/switch/history"
         ]
     }
 
@@ -454,4 +449,4 @@ async def plot_switch_traffic(switch_ip: str, interface: str, minutes: int = 10)
         """
     except Exception as e:
         logger.error(f"生成流量图表失败: {str(e)}")
-        return HTMLResponse(content=f"<h1>错误</h1><p>{str(e)}</p>", status_code=500)
\ No newline at end of file
+        return HTMLResponse(content=f"<h1>错误</h1><p>{str(e)}</p>", status_code=500)
diff --git a/src/backend/app/api/network_config.py b/src/backend/app/api/network_config.py
index 4ce195c..3141a62 100644
--- a/src/backend/app/api/network_config.py
+++ b/src/backend/app/api/network_config.py
@@ -17,12 +17,12 @@ from src.backend.config import settings
 # 数据模型
 # ----------------------
 class SwitchConfig(BaseModel):
-    type: str  # vlan/interface/acl/route
+    type: str
     vlan_id: Optional[int] = None
     interface: Optional[str] = None
     name: Optional[str] = None
     ip_address: Optional[str] = None
-    vlan: Optional[int] = None  # 兼容eNSP模式
+    vlan: Optional[int] = None
 
 
 # ----------------------
@@ -90,7 +90,6 @@ class SwitchConfigurator:
     async def _send_ensp_commands(self, ip: str, commands: List[str]) -> str:
         """Telnet协议执行（eNSP）"""
         try:
-            # 修复点：使用正确的timeout参数
             reader, writer = await telnetlib3.open_connection(
                 host=ip,
                 port=self.ensp_port,
@@ -98,7 +97,6 @@ class SwitchConfigurator:
                 connect_maxwait=self.timeout
             )
 
-            # 登录流程（增加超时处理）
             try:
                 await asyncio.wait_for(reader.readuntil(b"Username:"), timeout=self.timeout)
                 writer.write(f"{self.username}\n")
@@ -106,18 +104,15 @@ class SwitchConfigurator:
                 await asyncio.wait_for(reader.readuntil(b"Password:"), timeout=self.timeout)
                 writer.write(f"{self.password}\n")
 
-                # 等待登录完成
                 await asyncio.sleep(1)
             except asyncio.TimeoutError:
                 raise EnspConnectionException("登录超时")
 
-            # 执行命令
             output = ""
             for cmd in commands:
                 writer.write(f"{cmd}\n")
-                await writer.drain()  # 确保命令发送完成
+                await writer.drain()
 
-                # 读取响应（增加超时处理）
                 try:
                     while True:
                         data = await asyncio.wait_for(reader.read(1024), timeout=1)
@@ -125,15 +120,13 @@ class SwitchConfigurator:
                             break
                         output += data
                 except asyncio.TimeoutError:
-                    continue  # 单次读取超时不视为错误
+                    continue
 
-            # 关闭连接
             writer.close()
-            # noinspection PyBroadException
             try:
                 await writer.wait_closed()
             except:
-                logging.debug("连接关闭时出现异常", exc_info=True)  # 至少记录异常信息
+                logging.debug("连接关闭时出现异常", exc_info=True)
                 pass
 
             return output
@@ -159,7 +152,6 @@ class SwitchConfigurator:
         commands.append("return")
         return [c for c in commands if c.strip()]
 
-    # --------- SSH模式专用（使用AsyncSSH） ---------
     async def _send_ssh_commands(self, ip: str, commands: List[str]) -> str:
         """AsyncSSH执行命令"""
         async with self.semaphore:
@@ -168,7 +160,7 @@ class SwitchConfigurator:
                         host=ip,
                         username=self.username,
                         password=self.password,
-                        connect_timeout=self.timeout,  # AsyncSSH的正确参数名
+                        connect_timeout=self.timeout,
                         **self.ssh_options
                 ) as conn:
                     results = []
@@ -205,7 +197,6 @@ class SwitchConfigurator:
             ])
         return commands
 
-    # --------- 通用功能 ---------
     async def _validate_config(self, ip: str, config: SwitchConfig) -> bool:
         """验证配置是否生效"""
         current = await self._get_current_config(ip)
@@ -286,7 +277,6 @@ class SwitchConfigurator:
 # 使用示例
 # ----------------------
 async def demo():
-    # 示例1: eNSP设备配置（Telnet模式）
     ensp_configurator = SwitchConfigurator(
         ensp_mode=True,
         ensp_port=2000,
@@ -302,7 +292,6 @@ async def demo():
     })
     print("eNSP配置结果:", ensp_result)
 
-    # 示例2: 真实设备配置（SSH模式）
     ssh_configurator = SwitchConfigurator(
         username="cisco",
         password="cisco123",
@@ -317,4 +306,4 @@ async def demo():
 
 
 if __name__ == "__main__":
-    asyncio.run(demo())
\ No newline at end of file
+    asyncio.run(demo())
diff --git a/src/backend/app/experiments/network_experiment.py b/src/backend/app/experiments/network_experiment.py
deleted file mode 100644
index e69de29..0000000
diff --git a/src/backend/app/experiments/performance_analysis.py b/src/backend/app/experiments/performance_analysis.py
deleted file mode 100644
index e69de29..0000000
diff --git a/src/backend/app/models/__init__.py b/src/backend/app/models/__init__.py
index dc4e74f..689d764 100644
--- a/src/backend/app/models/__init__.py
+++ b/src/backend/app/models/__init__.py
@@ -1,17 +1,11 @@
-# 数据模型模块初始化文件
-# 目前项目不使用数据库，此文件保持为空
-# 未来如果需要添加数据库模型，可以在这里定义
-
 from pydantic import BaseModel
 from typing import Optional
 
-# 示例：基础响应模型
 class BaseResponse(BaseModel):
     success: bool
     message: Optional[str] = None
     data: Optional[dict] = None
 
-# 示例：交换机连接信息模型（如果需要存储交换机信息）
 class SwitchInfo(BaseModel):
     ip: str
     username: str
@@ -19,7 +13,6 @@ class SwitchInfo(BaseModel):
     model: Optional[str] = None
     description: Optional[str] = None
 
-# 示例：配置历史记录模型
 class ConfigHistory(BaseModel):
     command: str
     config: dict
@@ -27,4 +20,4 @@ class ConfigHistory(BaseModel):
     status: str  # success/failed
     error: Optional[str] = None
 
-__all__ = ["BaseResponse", "SwitchInfo", "ConfigHistory"]
\ No newline at end of file
+__all__ = ["BaseResponse", "SwitchInfo", "ConfigHistory"]
diff --git a/src/backend/app/models/traffic_models.py b/src/backend/app/models/traffic_models.py
index 43dceb9..6675b7c 100644
--- a/src/backend/app/models/traffic_models.py
+++ b/src/backend/app/models/traffic_models.py
@@ -1,4 +1,3 @@
-# 添加正确的导入
 from src.backend.app.api.database import Base  # 修复：导入 Base
 from sqlalchemy import Column, Integer, String, DateTime, BigInteger, Float
 
@@ -33,10 +32,10 @@ class SwitchTrafficRecord(Base):
     id = Column(Integer, primary_key=True, index=True)
     switch_ip = Column(String(50), index=True)
     interface = Column(String(50))
-    bytes_in = Column(BigInteger)  # 累计流入字节数
-    bytes_out = Column(BigInteger)  # 累计流出字节数
-    rate_in = Column(Float)  # 当前流入速率（字节/秒）
-    rate_out = Column(Float)  # 当前流出速率（字节/秒）
+    bytes_in = Column(BigInteger)
+    bytes_out = Column(BigInteger)
+    rate_in = Column(Float)
+    rate_out = Column(Float)
     timestamp = Column(DateTime)
 
     def to_dict(self):
diff --git a/src/backend/app/services/ai_configurator.py b/src/backend/app/services/ai_configurator.py
deleted file mode 100644
index e69de29..0000000
diff --git a/src/backend/app/services/ai_services.py b/src/backend/app/services/ai_services.py
index 442efae..83d6688 100644
--- a/src/backend/app/services/ai_services.py
+++ b/src/backend/app/services/ai_services.py
@@ -30,6 +30,7 @@ class AIService:
         2. 必须包含'commands'字段，包含可直接执行的命令列表
         3. 其他参数根据配置类型动态添加
         4. 不要包含解释性文本、步骤说明或注释
+        5.要包含使用ssh连接交换机后的完整命令包括但不完全包括system-view，退出，保存等完整操作
         示例命令：'创建VLAN 100，名称为TEST'
         示例返回：{"type": "vlan", "vlan_id": 100, "name": "TEST", "commands": ["vlan 100", "name TEST"]}
         """
@@ -56,7 +57,6 @@ class AIService:
                 config = json.loads(config_str)
                 return config
             except json.JSONDecodeError:
-                # 尝试修复可能的多余字符
                 if config_str.startswith("```json"):
                     config_str = config_str[7:-3].strip()
                     return json.loads(config_str)
@@ -69,4 +69,4 @@ class AIService:
             raise SiliconFlowAPIException(
                 detail=f"API请求失败: {str(e)}",
                 status_code=getattr(e, "status_code", 500)
-            )
\ No newline at end of file
+            )
diff --git a/src/backend/app/services/switch_traffic_monitor.py b/src/backend/app/services/switch_traffic_monitor.py
index 578d7c7..80a45fd 100644
--- a/src/backend/app/services/switch_traffic_monitor.py
+++ b/src/backend/app/services/switch_traffic_monitor.py
@@ -28,11 +28,10 @@ class SwitchTrafficMonitor:
             "time": deque(maxlen=300)
         }
 
-        # 基本接口OID映射
         self.interface_oids = {
             "GigabitEthernet0/0/1": {
-                "in": '1.3.6.1.2.1.2.2.1.10.1',  # ifInOctets
-                "out": '1.3.6.1.2.1.2.2.1.16.1'  # ifOutOctets
+                "in": '1.3.6.1.2.1.2.2.1.10.1',
+                "out": '1.3.6.1.2.1.2.2.1.16.1'
             },
             "GigabitEthernet0/0/24": {
                 "in": '1.3.6.1.2.1.2.2.1.10.24',
@@ -40,7 +39,6 @@ class SwitchTrafficMonitor:
             }
         }
 
-        # 接口过滤
         if interfaces:
             self.interface_oids = {
                 iface: oid for iface, oid in self.interface_oids.items()
@@ -81,27 +79,22 @@ class SwitchTrafficMonitor:
                 current_time = datetime.now()
                 elapsed = (current_time - last_time).total_seconds()
 
-                # 获取所有接口流量
                 for iface, oids in self.interface_oids.items():
                     in_octets = self._snmp_get(oids["in"])
                     out_octets = self._snmp_get(oids["out"])
 
                     if in_octets is not None and out_octets is not None:
-                        # 计算速率（字节/秒）
-                        # 修复字典访问问题
+
                         iface_values = last_values[iface]
                         in_rate = (in_octets - iface_values["in"]) / elapsed if iface_values["in"] > 0 else 0
                         out_rate = (out_octets - iface_values["out"]) / elapsed if iface_values["out"] > 0 else 0
 
-                        # 保存历史数据
                         self.history["in"].append(in_rate)
                         self.history["out"].append(out_rate)
                         self.history["time"].append(current_time)
 
-                        # 保存到数据库
                         self._save_to_db(iface, in_octets, out_octets, in_rate, out_rate, current_time)
 
-                        # 更新最后的值
                         iface_values["in"] = in_octets
                         iface_values["out"] = out_octets
 
@@ -112,7 +105,6 @@ class SwitchTrafficMonitor:
     def _snmp_get(self, oid) -> Optional[int]:
         """执行SNMP GET请求"""
         try:
-            # 正确格式化的SNMP请求
             cmd = getCmd(
                 SnmpEngine(),
                 CommunityData(self.community),
@@ -120,7 +112,6 @@ class SwitchTrafficMonitor:
                 ContextData(),
                 ObjectType(ObjectIdentity(oid)))
 
-            # 执行命令
             errorIndication, errorStatus, errorIndex, varBinds = next(cmd)
         except Exception as e:
             logger.error(f"SNMP请求失败: {str(e)}")
@@ -131,7 +122,6 @@ class SwitchTrafficMonitor:
             return None
         elif errorStatus:
             try:
-                # 修复括号问题
                 if errorIndex:
                     index_val = int(errorIndex) - 1
                     error_item = varBinds[index_val] if index_val < len(varBinds) else '?'
@@ -180,17 +170,13 @@ class SwitchTrafficMonitor:
             "time": list(self.history["time"])
         }
 
-
-# 全局监控器字典（支持多个交换机）
 switch_monitors = {}
-
-
 def get_switch_monitor(switch_ip: str, community: str = 'public', interfaces: Optional[List[str]] = None):
-    """获取或创建交换机监控器（添加接口过滤参数）"""
+    """获取或创建交换机监控器"""
     if switch_ip not in switch_monitors:
         switch_monitors[switch_ip] = SwitchTrafficMonitor(
             switch_ip,
             community,
             interfaces=interfaces
         )
-    return switch_monitors[switch_ip]
\ No newline at end of file
+    return switch_monitors[switch_ip]
diff --git a/src/backend/app/services/traffic_monitor.py b/src/backend/app/services/traffic_monitor.py
index b068321..54adb11 100644
--- a/src/backend/app/services/traffic_monitor.py
+++ b/src/backend/app/services/traffic_monitor.py
@@ -7,12 +7,12 @@ from typing import Dict, Optional, List
 
 
 from ..models.traffic_models import TrafficRecord
-from src.backend.app.api.database import SessionLocal  # 修复：导入 SessionLocal
+from src.backend.app.api.database import SessionLocal
 
 
 class TrafficMonitor:
     def __init__(self, history_size: int = 300):
-        self.history_size = history_size  # 保存历史大小
+        self.history_size = history_size
         self.history = {
             "sent": deque(maxlen=history_size),
             "recv": deque(maxlen=history_size),
@@ -58,10 +58,9 @@ class TrafficMonitor:
             current_stats = psutil.net_io_counters(pernic=True)
             elapsed = current_time - last_time
 
-            # 计算每个接口的流量速率
             for iface in current_stats:
                 if iface not in self.history["interfaces"]:
-                    # 修复：使用 self.history_size
+
                     self.history["interfaces"][iface] = {
                         "sent": deque(maxlen=self.history_size),
                         "recv": deque(maxlen=self.history_size)
@@ -71,16 +70,16 @@ class TrafficMonitor:
                     sent_rate = (current_stats[iface].bytes_sent - last_stats[iface].bytes_sent) / elapsed
                     recv_rate = (current_stats[iface].bytes_recv - last_stats[iface].bytes_recv) / elapsed
 
-                    # 保存到历史数据
+
                     self.history["sent"].append(sent_rate)
                     self.history["recv"].append(recv_rate)
                     self.history["time"].append(datetime.now())
 
-                    # 保存到接口特定历史
+
                     self.history["interfaces"][iface]["sent"].append(sent_rate)
                     self.history["interfaces"][iface]["recv"].append(recv_rate)
 
-            # 保存到数据库
+
             self._save_to_db(current_stats)
 
             last_stats = current_stats
@@ -142,6 +141,4 @@ class TrafficMonitor:
             "time": list(self.history["time"])
         }
 
-
-# 全局流量监控实例
-traffic_monitor = TrafficMonitor()
\ No newline at end of file
+traffic_monitor = TrafficMonitor()
diff --git a/src/backend/app/utils/logger.py b/src/backend/app/utils/logger.py
index 86ff736..8d53542 100644
--- a/src/backend/app/utils/logger.py
+++ b/src/backend/app/utils/logger.py
@@ -5,30 +5,21 @@ from loguru import logger as loguru_logger
 
 class InterceptHandler(logging.Handler):
     def emit(self, record):
-        # 获取对应的Loguru日志级别
         try:
             level = loguru_logger.level(record.levelname).name
         except ValueError:
             level = record.levelno
 
-        # 查找日志来源
         frame, depth = logging.currentframe(), 2
         while frame and frame.f_code.co_filename == logging.__file__:
             frame = frame.f_back
             depth += 1
-
-        # 使用Loguru记录日志
         loguru_logger.opt(depth=depth, exception=record.exc_info).log(level, record.getMessage())
 
 
 def setup_logging():
-    # 拦截标准logging
     logging.basicConfig(handlers=[InterceptHandler()], level=logging.NOTSET)
-
-    # 移除所有现有处理器
     loguru_logger.remove()
-
-    # 添加新的处理器
     loguru_logger.add(
         sys.stdout,
         format=(
@@ -40,8 +31,6 @@ def setup_logging():
         level="DEBUG",
         enqueue=True
     )
-
-    # 添加文件日志
     loguru_logger.add(
         "app.log",
         rotation="10 MB",
@@ -50,8 +39,6 @@ def setup_logging():
         format="{time:YYYY-MM-DD HH:mm:ss.SSS} | {level} | {message}"
     )
 
-
-# 创建通用logger接口
 class Logger:
     @staticmethod
     def debug(msg, *args, **kwargs):
@@ -80,10 +67,5 @@ class Logger:
     @staticmethod
     def success(msg, *args, **kwargs):
         loguru_logger.success(msg, *args, **kwargs)
-
-
-# 创建全局logger实例
 logger = Logger()
-
-# 初始化日志系统
-setup_logging()
\ No newline at end of file
+setup_logging()
diff --git a/src/backend/app/utils/visualization/performance_dashboard.py b/src/backend/app/utils/visualization/performance_dashboard.py
deleted file mode 100644
index e69de29..0000000
diff --git a/src/backend/app/utils/visualization/topology_3d.py b/src/backend/app/utils/visualization/topology_3d.py
deleted file mode 100644
index e69de29..0000000
diff --git a/src/backend/batch/bulk_config.py b/src/backend/batch/bulk_config.py
index 7847b60..e0e6ca9 100644
--- a/src/backend/batch/bulk_config.py
+++ b/src/backend/batch/bulk_config.py
@@ -7,10 +7,10 @@ from .connection_pool import SwitchConnectionPool
 class BulkSwitchConfig:
     vlan_id: int = None
     interface: str = None
-    operation: str = "create"  # 仅业务字段，无测试相关
+    operation: str = "create"
 
 class BulkConfigurator:
-    """生产环境批量配置器（无测试代码）"""
+    """生产环境批量配置器"""
     def __init__(self, max_concurrent: int = 50):
         self.pool = SwitchConnectionPool()
         self.semaphore = asyncio.Semaphore(max_concurrent)
@@ -26,7 +26,7 @@ class BulkConfigurator:
             await self.pool.release_connection(ip, conn)
     @staticmethod
     def _generate_commands(config: BulkSwitchConfig) -> List[str]:
-        """命令生成（纯业务逻辑）"""
+        """命令生成"""
         commands = []
         if config.vlan_id:
             commands.append(f"vlan {config.vlan_id}")
@@ -43,4 +43,4 @@ class BulkConfigurator:
             ip: asyncio.create_task(self._configure_device(ip, config))
             for ip in ip_list
         }
-        return {ip: await task for ip, task in tasks.items()}
\ No newline at end of file
+        return {ip: await task for ip, task in tasks.items()}
diff --git a/src/backend/config.py b/src/backend/config.py
index b5c9863..afffb43 100644
--- a/src/backend/config.py
+++ b/src/backend/config.py
@@ -1,4 +1,3 @@
-from pydantic import BaseModel
 from pydantic_settings import BaseSettings
 from dotenv import load_dotenv
 import os
@@ -11,16 +10,13 @@ class Settings(BaseSettings):
     DEBUG: bool = True
     API_PREFIX: str = "/api"
 
-    # 硅基流动API配置
     SILICONFLOW_API_KEY: str = os.getenv("SILICONFLOW_API_KEY", "sk-mhzuedasunrgdrxfkcxmxgaypgjnxgodvvmrzzdbqrwtkqej")
     SILICONFLOW_API_URL: str = os.getenv("SILICONFLOW_API_URL", "https://api.siliconflow.cn/v1")
 
-    # 交换机配置
     SWITCH_USERNAME: str = os.getenv("SWITCH_USERNAME", "admin")
     SWITCH_PASSWORD: str = os.getenv("SWITCH_PASSWORD", "admin")
     SWITCH_TIMEOUT: int = os.getenv("SWITCH_TIMEOUT", 10)
 
-    # eNSP配置
     ENSP_DEFAULT_IP: str = "172.17.99.201"
     ENSP_DEFAULT_PORT: int = 2000
 
@@ -29,4 +25,4 @@ class Settings(BaseSettings):
         extra = "ignore"
 
 
-settings = Settings()
\ No newline at end of file
+settings = Settings()
diff --git a/src/backend/run.py b/src/backend/run.py
index 4dd46ad..38c6646 100644
--- a/src/backend/run.py
+++ b/src/backend/run.py
@@ -2,9 +2,9 @@ import uvicorn
 
 if __name__ == "__main__":
     uvicorn.run(
-        "src.backend.app:app",  # 使用字符串引用方式
+        "src.backend.app:app",
         host="0.0.0.0",
         port=8000,
         log_level="info",
         reload=True
-    )
\ No newline at end of file
+    )
diff --git a/src/backend/test_ensp.py b/src/backend/test_ensp.py
deleted file mode 100644
index 19803a8..0000000
--- a/src/backend/test_ensp.py
+++ /dev/null
@@ -1,73 +0,0 @@
-import asyncio
-import logging
-from src.backend.app.api.network_config import SwitchConfigurator
-#该文件用于测试
-
-logging.basicConfig(
-    level=logging.DEBUG,
-    format='%(asctime)s - %(levelname)s - %(message)s'
-)
-
-
-async def test_connection(configurator):
-    """测试基础连接"""
-    try:
-        version = await configurator._send_commands("127.0.0.1", ["display version"])
-        print("交换机版本信息:\n", version)
-        return True
-    except Exception as e:
-        print("❌ 连接测试失败:", str(e))
-        return False
-
-
-async def test_vlan_config(configurator):
-    """测试 VLAN 配置"""
-    try:
-        result = await configurator.safe_apply(
-            "127.0.0.1",
-            config={
-                "type": "vlan",
-                "vlan_id": 100,
-                "name": "自动化测试VLAN"
-            }
-        )
-        print("VLAN 配置结果:", result)
-
-        # 验证配置
-        vlan_list = await configurator._send_commands("127.0.0.1", ["display vlan"])
-        print("当前VLAN列表:\n", vlan_list)
-
-        return "success" in result.get("status", "")
-    except Exception as e:
-        print("❌ VLAN 配置失败:", str(e))
-        return False
-
-
-async def main():
-    """主测试流程"""
-    # 尝试不同端口
-    for port in [2000, 2010, 2020, 23]:
-        print(f"\n尝试端口: {port}")
-        configurator = SwitchConfigurator(
-            ensp_mode=True,
-            ensp_port=port,
-            username="",
-            password="admin",
-            timeout=15
-        )
-
-        if await test_connection(configurator):
-            print(f"✅ 成功连接到端口 {port}")
-            if await test_vlan_config(configurator):
-                print("✅ 所有测试通过!")
-                return
-            else:
-                print("⚠️ VLAN 配置失败，继续尝试其他端口...")
-        else:
-            print("⚠️ 连接失败，尝试下一个端口...")
-
-    print("❌ 所有端口尝试失败，请检查配置")
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
\ No newline at end of file
diff --git a/src/fastapi-backend/.gitignore b/src/fastapi-backend/.gitignore
new file mode 100644
index 0000000..2e78f75
--- /dev/null
+++ b/src/fastapi-backend/.gitignore
@@ -0,0 +1,49 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+
+# Python packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# IDE
+.idea/
+.vscode/
+*.swp
+*.swo
+
+# Environment
+.env
+.venv/
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Logs
+*.log
+*.log.*
+logs/
+
+# Secrets
+*.secret
+*.key
+*.pem
\ No newline at end of file
diff --git a/src/fastapi-backend/README.md b/src/fastapi-backend/README.md
new file mode 100644
index 0000000..d355d65
--- /dev/null
+++ b/src/fastapi-backend/README.md
@@ -0,0 +1,17 @@
+## Project setup
+
+```bash
+#安装poetry
+(Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | py -
+#或
+pip install pipx
+pipx install poetry
+#接着
+poetry install
+```
+
+## Compile and run the project
+
+```bash
+poetry run python main.py
+```
diff --git a/src/fastapi-backend/app/core/config.py b/src/fastapi-backend/app/core/config.py
new file mode 100644
index 0000000..013130e
--- /dev/null
+++ b/src/fastapi-backend/app/core/config.py
@@ -0,0 +1,9 @@
+from pydantic_settings import BaseSettings
+
+class Settings(BaseSettings):
+    port: int = 8000
+
+    class Config:
+        env_file = ".env"
+
+settings = Settings()
diff --git a/src/fastapi-backend/app/core/logger.py b/src/fastapi-backend/app/core/logger.py
new file mode 100644
index 0000000..814e846
--- /dev/null
+++ b/src/fastapi-backend/app/core/logger.py
@@ -0,0 +1,5 @@
+from loguru import logger
+import sys
+
+logger.remove()
+logger.add(sys.stdout, colorize=True, format="<green>{time}</green> <level>{level}</level> <cyan>{message}</cyan>")
diff --git a/src/fastapi-backend/main.py b/src/fastapi-backend/main.py
new file mode 100644
index 0000000..3852417
--- /dev/null
+++ b/src/fastapi-backend/main.py
@@ -0,0 +1,18 @@
+from fastapi import FastAPI
+from app.core.config import settings
+from app.core.logger import logger
+
+app = FastAPI(
+    title="交换机 API 平台",
+    description="自动化交换机配置和流量监控接口",
+    version="1.0.0"
+)
+
+@logger.catch
+def start():
+    import uvicorn
+    logger.info(f"启动服务： http://localhost:{settings.port}/docs")
+    uvicorn.run("app.main:app", host="0.0.0.0", port=settings.port, reload=True)
+
+if __name__ == "__main__":
+    start()
diff --git a/src/fastapi-backend/poetry.lock b/src/fastapi-backend/poetry.lock
new file mode 100644
index 0000000..bb8cccc
--- /dev/null
+++ b/src/fastapi-backend/poetry.lock
@@ -0,0 +1,779 @@
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.9.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+trio = ["trio (>=0.26.1)"]
+
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "fastapi"
+version = "0.116.1"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
+]
+
+[package.dependencies]
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.40.0,<0.48.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+
+[[package]]
+name = "h11"
+version = "0.16.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
+]
+
+[[package]]
+name = "httptools"
+version = "0.6.4"
+description = "A collection of framework independent HTTP protocol utils."
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
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+python-versions = ">=3.5"
+groups = ["main"]
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+
+[metadata]
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+python-versions = ">=3.12,<4.0"
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diff --git a/src/fastapi-backend/pyproject.toml b/src/fastapi-backend/pyproject.toml
new file mode 100644
index 0000000..e9f0a4b
--- /dev/null
+++ b/src/fastapi-backend/pyproject.toml
@@ -0,0 +1,25 @@
+[project]
+name = "fastapi-backend"
+version = "0.1.0"
+description = ""
+authors = [
+    {name = "Jerry",email = "JerryTech.Y@outlook.com"}
+]
+package-mode = false
+readme = "README.md"
+requires-python = ">=3.12"
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+    "fastapi (>=0.116.1,<0.117.0)",
+    "uvicorn[standard] (>=0.35.0,<0.36.0)",
+    "python-dotenv (>=1.1.1,<2.0.0)",
+    "pydantic-settings (>=2.10.1,<3.0.0)",
+    "loguru (>=0.7.3,<0.8.0)"
+]
+[tool.poetry.dependencies]
+python = ">=3.12,<4.0"
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+start = "app.main:start"