diff --git a/Docker/run.sh b/Docker/run.sh
index e1d8088..32f1097 100755
--- a/Docker/run.sh
+++ b/Docker/run.sh
@@ -1,3 +1,3 @@
 #!/usr/bin/env bash
 
-cd /root/SUSTechPOINTS && python3 ./main.py
+cd /root/SUSTechPOINTS && uv sync && python3 ./main.py
diff --git a/algos/models/deep_annotation_inference.keras b/algos/models/deep_annotation_inference.keras
deleted file mode 100644
index 10cc7f9..0000000
Binary files a/algos/models/deep_annotation_inference.keras and /dev/null differ
diff --git a/algos/trajectory.py b/algos/trajectory.py
index 305bfd7..a5299d9 100644
--- a/algos/trajectory.py
+++ b/algos/trajectory.py
@@ -5,6 +5,9 @@ import numpy as np
 
 import sys
 import os
+
+from crud.service.scene_service import SceneService
+
 BASE_DIR = os.path.dirname(os.path.abspath(__file__))
 
 sys.path.append(BASE_DIR)
@@ -253,8 +256,8 @@ def write_annotation_back(scene_id, frame, new_ann):
 
     ann = list(filter(lambda a: a["obj_id"]!=new_ann["obj_id"], ann))
     ann.append(new_ann)
-
-    scene_reader.save_annotations(scene_id, frame, ann)
+    SceneService.update_label_json(scene_id, frame, ann)
+    # scene_reader.save_annotations(scene_id, frame, ann)
 
 
 if __name__ == "__main__":
diff --git a/constant_3d.py b/constant_3d.py
new file mode 100644
index 0000000..77bf208
--- /dev/null
+++ b/constant_3d.py
@@ -0,0 +1,8 @@
+
+DATABASE_URL = "mysql+pymysql://root:ngsk0809@192.168.5.10:3406/labelu"
+MINIO_CONFIG = {
+    "host": "192.168.5.10:9100",
+    "user": "admin",
+    "password": "ngsk0809"
+}
+MINIO_BUCKET = "3dlabel"
\ No newline at end of file
diff --git a/crud/__init__.py b/crud/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crud/config/__init__.py b/crud/config/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crud/config/db.py b/crud/config/db.py
new file mode 100644
index 0000000..42e6e84
--- /dev/null
+++ b/crud/config/db.py
@@ -0,0 +1,6 @@
+
+from sqlmodel import create_engine, Session
+
+from constant_3d import DATABASE_URL
+
+engine = create_engine(DATABASE_URL)
diff --git a/crud/entity/__init__.py b/crud/entity/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crud/entity/models.py b/crud/entity/models.py
new file mode 100644
index 0000000..72a936a
--- /dev/null
+++ b/crud/entity/models.py
@@ -0,0 +1,35 @@
+import uuid
+from typing import Any, List
+
+from sqlalchemy import JSON
+from sqlmodel import SQLModel, Field
+
+from crud.config.db import engine
+
+
+def get_uuid():
+    return uuid.uuid1().hex
+
+class Scene(SQLModel,table=True):
+    id: str = Field(default_factory=get_uuid, max_length=32, primary_key=True)
+    scene_name: str = Field(max_length=256, description="事件名称", unique=True)
+    calib_json: List[dict] = Field(sa_type=JSON, nullable=True, description="calib是从点云到图像的校准矩阵。它是可选的，但如果提供，该框将投影在图像上以帮助注释。")
+    desc: List[dict] = Field(sa_type=JSON, nullable=True, description="calib是从点云到图像的校准矩阵。它是可选的，但如果提供，该框将投影在图像上以帮助注释。")
+
+class SceneWorldItem(SQLModel,table=True):
+    __tablename__ = "scene_world_item"
+    id: str = Field(default_factory=get_uuid, max_length=32, primary_key=True)
+    scene_id: str = Field(max_length=256, description="事件id")
+    scene_name: str = Field(max_length=256, description="事件名")
+    frame: str = Field(max_length=256, description="帧序号")
+    calib_json: List[dict] = Field(sa_type=JSON, nullable=True, description="calib是从点云到图像的校准矩阵。它是可选的，但如果提供，该框将投影在图像上以帮助注释。")
+    label_json: List[dict] = Field(sa_type=JSON, nullable=True, description="标注信息 == annotation")
+    ego_pose_json: List[dict] = Field(sa_type=JSON, nullable=True, description="")
+
+    front_img_path: str = Field(max_length=512, description="minio对应文件的路径")
+    left_img_path: str = Field(max_length=512, description="minio对应文件的路径")
+    right_img_path: str = Field(max_length=512, description="minio对应文件的路径")
+
+    lidar_pcd_path: str = Field(max_length=512, description="minio对应的pcd文件的路径")
+# 初始化数据库表（异步执行）
+SQLModel.metadata.create_all(engine)
\ No newline at end of file
diff --git a/crud/entity/scene_dto.py b/crud/entity/scene_dto.py
new file mode 100644
index 0000000..6e5e5aa
--- /dev/null
+++ b/crud/entity/scene_dto.py
@@ -0,0 +1,25 @@
+from typing import Any
+
+from pydantic import BaseModel, Field
+
+
+class SaveWorldItem(BaseModel):
+    scene: str
+    frame: str
+    annotation: Any
+
+
+class CropSceneRequest(BaseModel):
+    rawSceneId: str
+    startTime: str
+    seconds: str
+    desc: str
+
+
+class PredictRotationRequest(BaseModel):
+    points: Any  # 假设是 N*3 的点云数据
+
+# 1. 定义模型
+class LoadWorldItem(BaseModel):
+    scene: str = Field(description="这是scene")
+    frame: str = Field(description="这是frame")
\ No newline at end of file
diff --git a/crud/service/__init__.py b/crud/service/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crud/service/scene_service.py b/crud/service/scene_service.py
new file mode 100644
index 0000000..1a550b4
--- /dev/null
+++ b/crud/service/scene_service.py
@@ -0,0 +1,145 @@
+from typing import List, Dict, Any
+
+from sqlmodel import select, Session
+
+from crud.config.db import engine
+from crud.entity.models import SceneWorldItem, Scene
+from crud.entity.scene_dto import SaveWorldItem
+
+
+class SceneService:
+    @classmethod
+    def get_scene_info(cls,s=None):
+        result_list = []
+        with Session(engine) as session:
+
+            query_stmt = select(Scene)
+            if s is not None:
+                query_stmt = query_stmt.where(Scene.scene_name == s)
+            scene_all = session.exec(query_stmt)
+            for scene in scene_all:
+                query_stmt = select(SceneWorldItem).where(SceneWorldItem.scene_name == scene.scene_name)
+                query_result_item = session.exec(query_stmt)
+                scene_worlds = query_result_item.all()
+                item = {
+                    "scene": scene.scene_name,
+                    "frames": [scene_world.frame for scene_world in scene_worlds],
+                    "lidar_ext": ".pcd",
+                    "camera_ext": ".jpg",
+                    "radar_ext": ".pcd",
+                    "aux_lidar_ext": ".pcd",
+                    "boxtype": "psr",
+                    "camera": [
+                        "right",
+                        "left",
+                        "front"
+                    ],
+                    "calib": scene.calib_json,
+                }
+                result_list.append(item)
+        return result_list
+
+    @classmethod
+    def save_world_list(cls, items: List[SaveWorldItem]):
+        """批量保存标注数据"""
+        for item in items:
+            scene = item.scene
+            frame = item.frame
+            ann = item.annotation
+            with Session(engine) as session:
+                query_stmt = select(SceneWorldItem).where(SceneWorldItem.scene_name == scene,
+                                                          SceneWorldItem.frame == frame)
+                result_item = session.exec(query_stmt).first()
+                result_item.label_json = ann
+                session.add(result_item)
+                session.commit()
+        return "ok"
+    @classmethod
+    def update_label_json(cls, scene, frame,ann):
+        with Session(engine) as session:
+            query_stmt = select(SceneWorldItem).where(SceneWorldItem.scene_name == scene,
+                                                      SceneWorldItem.frame == frame)
+            result_item = session.exec(query_stmt).first()
+            result_item.label_json = ann
+            session.add(result_item)
+            session.commit()
+        return "ok"
+
+    @classmethod
+    def get_frame_ids(cls, scene: str):
+
+        with Session(engine) as session:
+            exec_result = session.exec(select(SceneWorldItem.id).where(SceneWorldItem.scene_name == scene))
+            ids = exec_result.all()
+        return ids
+
+    @classmethod
+    def get_scene_items(cls, scene: str):
+        with Session(engine) as session:
+            items = session.exec(select(SceneWorldItem).where(SceneWorldItem.scene_name == scene)).all()
+        return items
+
+    @classmethod
+    def get_label_json(cls, scene, frame):
+        with Session(engine) as session:
+            query_stmt = select(SceneWorldItem).where(SceneWorldItem.scene_name == scene, SceneWorldItem.frame == frame)
+            result_item = session.exec(query_stmt).first()
+            return result_item.label_json if result_item else []
+
+    @classmethod
+    def get_ego_pose_json(cls, scene, frame):
+        with Session(engine) as session:
+            query_stmt = select(SceneWorldItem).where(SceneWorldItem.scene_name == scene, SceneWorldItem.frame == frame)
+            result_item = session.exec(query_stmt).first()
+            return result_item.ego_pose_json if result_item else None
+
+    @classmethod
+    def get_scene_names(cls,s=None):
+        with Session(engine) as session:
+            query_stmt = select(Scene)
+            if s is not None:
+                query_stmt = query_stmt.where(Scene.scene_name == s)
+            query_result_item = session.exec(query_stmt)
+            return [i.scene_name for i in query_result_item.all()]
+
+    @classmethod
+    def get_scene_desc(cls):
+        with Session(engine) as session:
+            query_stmt = select(Scene)
+            query_result_item = session.exec(query_stmt)
+            result = {}
+            for i in query_result_item.all():
+                result[i.scene_name] = i.desc
+            return result
+
+    @classmethod
+    def get_all_objs(cls,scene: str) -> List[Dict[str, Any]]:
+        """从 CherryPy 类中提取的辅助函数"""
+        scene_items:List[SceneWorldItem] = cls.get_scene_items(scene)
+        if scene_items is None:
+            return []
+        all_objs = {}
+        for f in scene_items:
+            boxes = f.label_json
+            for b in boxes:
+                o = {"category": b.get("obj_type"), "id": b.get("obj_id")}
+                if not o["category"] or not o["id"]: continue
+
+                k = f"{o['category']}-{o['id']}"
+                if k in all_objs:
+                    all_objs[k]['count'] += 1
+                else:
+                    all_objs[k] = {
+                        "category": o["category"],
+                        "id": o["id"],
+                        "count": 1
+                    }
+
+
+        return list(all_objs.values())
+
+
+if __name__ == '__main__':
+    # print(SceneService.get_frame_ids("example"))
+    # print(SceneService.get_scene_items("example"))
+    print(SceneService.get_scene_info())
diff --git a/crud/utils/__init__.py b/crud/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/crud/utils/minio_conn.py b/crud/utils/minio_conn.py
new file mode 100644
index 0000000..ab32f8d
--- /dev/null
+++ b/crud/utils/minio_conn.py
@@ -0,0 +1,191 @@
+import logging
+import time
+from io import BytesIO
+
+from minio import Minio
+from minio.commonconfig import CopySource
+from minio.error import S3Error
+
+from constant_3d import MINIO_CONFIG
+
+MINIO = MINIO_CONFIG
+
+
+class MinioServer:
+
+    def __init__(self):
+        self.conn = None
+        self.__open__()
+
+    def __open__(self):
+        try:
+            if self.conn:
+                self.__close__()
+        except Exception:
+            pass
+
+        try:
+            self.conn = Minio(MINIO["host"],
+                              access_key=MINIO["user"],
+                              secret_key=MINIO["password"],
+                              secure=False
+                              )
+        except Exception:
+            logging.exception(
+                "Fail to connect %s " % MINIO["host"])
+
+    def __close__(self):
+        del self.conn
+        self.conn = None
+
+    def health(self):
+        bucket, fnm, binary = "txtxtxtxt1", "txtxtxtxt1", b"_t@@@1"
+        if not self.conn.bucket_exists(bucket):
+            self.conn.make_bucket(bucket)
+        r = self.conn.put_object(bucket, fnm,
+                                 BytesIO(binary),
+                                 len(binary)
+                                 )
+        return r
+
+    def put(self, bucket, fnm, binary):
+        for _ in range(3):
+            try:
+                if not self.conn.bucket_exists(bucket):
+                    self.conn.make_bucket(bucket)
+
+                r = self.conn.put_object(bucket, fnm,
+                                         BytesIO(binary),
+                                         len(binary)
+                                         )
+                return r
+            except Exception:
+                logging.exception(f"Fail to put {bucket}/{fnm}:")
+                self.__open__()
+                time.sleep(1)
+
+    def rm(self, bucket, fnm):
+        try:
+            self.conn.remove_object(bucket, fnm)
+        except Exception:
+            logging.exception(f"Fail to remove {bucket}/{fnm}:")
+
+    def get(self, bucket, filename):
+        for _ in range(3):
+            try:
+                r = self.conn.get_object(bucket, filename)
+                return r.read()
+            except Exception:
+                logging.exception(f"Fail to get {bucket}/{filename}")
+                self.__open__()
+                time.sleep(1)
+        return None
+    def get_file(self, bucket, filename):
+        for _ in range(2):
+            try:
+                r = self.conn.get_object(bucket, filename)
+                return r
+            except Exception:
+                logging.exception(f"Fail to get {bucket}/{filename}")
+                self.__open__()
+                time.sleep(1)
+        return None
+    def obj_exist(self, bucket, filename):
+        try:
+            if not self.conn.bucket_exists(bucket):
+                return False
+            if self.conn.stat_object(bucket, filename):
+                return True
+            else:
+                return False
+        except S3Error as e:
+            if e.code in ["NoSuchKey", "NoSuchBucket", "ResourceNotFound"]:
+                return False
+        except Exception:
+            logging.exception(f"obj_exist {bucket}/{filename} got exception")
+            return False
+
+    def get_presigned_url(self, bucket, fnm, expires):
+        for _ in range(10):
+            try:
+                return self.conn.get_presigned_url("GET", bucket, fnm, expires)
+            except Exception:
+                logging.exception(f"Fail to get_presigned {bucket}/{fnm}:")
+                self.__open__()
+                time.sleep(1)
+        return
+
+    def remove_bucket(self, bucket):
+        try:
+            if self.conn.bucket_exists(bucket):
+                objects_to_delete = self.conn.list_objects(bucket, recursive=True)
+                for obj in objects_to_delete:
+                    self.conn.remove_object(bucket, obj.object_name)
+                self.conn.remove_bucket(bucket)
+        except Exception:
+            logging.exception(f"Fail to remove bucket {bucket}")
+
+    def init_directory(self, bucket, fnm):
+        for _ in range(3):
+            try:
+                if not self.conn.bucket_exists(bucket):
+                    self.conn.make_bucket(bucket)
+
+                r = self.conn.put_object(bucket, fnm, BytesIO(b''), 0)
+                return True
+            except Exception:
+                logging.exception(f"Fail to init directory {bucket}/{fnm}:")
+                self.__open__()
+                time.sleep(1)
+        return False
+
+
+    def initCreateBucket(self, bucket_name):
+        # 检查桶是否存在
+        found = self.conn.bucket_exists(bucket_name)
+        if not found:
+            # 桶不存在，创建桶
+            try:
+                self.conn.make_bucket(bucket_name)
+                policy = """
+                        {
+                            "Version": "2012-10-17",
+                            "Statement": [
+                                {
+                                    "Sid": "PublicRead",
+                                    "Effect": "Allow",
+                                    "Principal": "*",
+                                    "Action": ["s3:GetObject"],
+                                    "Resource": ["arn:aws:s3:::%s/*" ]
+                                }
+                            ]
+                        }
+                        """ % bucket_name
+                self.conn.set_bucket_policy(bucket_name, policy)
+                logging.info(f"桶 '{bucket_name}' 创建成功.")
+                return True
+            except S3Error as err:
+                logging.error(f"Error occurred: {err}")
+        else:
+            logging.info(f"桶 '{bucket_name}' 存在.")
+        return False
+
+    def copy_file_in_bucket(self, source_bucket, source_file_path, target_bucket, target_path):
+        """
+        在同一个桶内复制文件
+        :param source_bucket: 存放元数据的桶名称
+        :param source_file_path: 源文件路径（如 "aa/a"）
+        :param target_bucket: 存放目标位置的桶名称
+        :param target_path: 目标文件路径（如 "bb/a"）
+        """
+        copy_source = CopySource(source_bucket, source_file_path)
+        try:
+            # 服务端复制对象
+            self.conn.copy_object(
+                bucket_name=target_bucket,
+                object_name=target_path,  # 目标路径
+                source=copy_source  # 源路径
+            )
+            logging.info(f"文件从桶‘{source_bucket}’的‘{source_file_path}’ 复制到桶‘{target_bucket}’的‘{target_path}’")
+        except S3Error as e:
+            logging.error(f"复制失败: {e}")
\ No newline at end of file
diff --git a/main.py b/main.py
index 829a812..251ec50 100644
--- a/main.py
+++ b/main.py
@@ -1,238 +1,75 @@
-import random
-import string
-
-import cherrypy
-import os
-import json
-from jinja2 import Environment, FileSystemLoader
-env = Environment(loader=FileSystemLoader('./'))
-
-import os
-import sys
-import scene_reader
-from tools import check_labels  as check
-
-
-# BASE_DIR = os.path.dirname(os.path.abspath(__file__))
-# sys.path.append(BASE_DIR)
-
-#sys.path.append(os.path.join(BASE_DIR, './algos'))
-#import algos.rotation as rotation
-from algos import pre_annotate
-
-
-#sys.path.append(os.path.join(BASE_DIR, '../tracking'))
-#import algos.trajectory as trajectory
-
-# extract_object_exe = "~/code/pcltest/build/extract_object"
-# registration_exe = "~/code/go_icp_pcl/build/test_go_icp"
-
-# sys.path.append(os.path.join(BASE_DIR, './tools'))
-# import tools.dataset_preprocess.crop_scene as crop_scene
-
-class Root(object):
-    @cherrypy.expose
-    def index(self, scene="", frame=""):
-      tmpl = env.get_template('index.html')
-      return tmpl.render()
-  
-    @cherrypy.expose
-    def icon(self):
-      tmpl = env.get_template('test_icon.html')
-      return tmpl.render()
-
-    @cherrypy.expose
-    def ml(self):
-      tmpl = env.get_template('test_ml.html')
-      return tmpl.render()
-  
-    @cherrypy.expose
-    def reg(self):
-      tmpl = env.get_template('registration_demo.html')
-      return tmpl.render()
-
-    @cherrypy.expose
-    def view(self, file):
-      tmpl = env.get_template('view.html')
-      return tmpl.render()
-
-    # @cherrypy.expose
-    # def saveworld(self, scene, frame):
-
-    #   # cl = cherrypy.request.headers['Content-Length']
-    #   rawbody = cherrypy.request.body.readline().decode('UTF-8')
-
-    #   with open("./data/"+scene +"/label/"+frame+".json",'w') as f:
-    #     f.write(rawbody)
-      
-    #   return "ok"
-
-    @cherrypy.expose
-    def saveworldlist(self):
-
-      # cl = cherrypy.request.headers['Content-Length']
-      rawbody = cherrypy.request.body.readline().decode('UTF-8')
-      data = json.loads(rawbody)
-
-      for d in data:
-        scene = d["scene"]
-        frame = d["frame"]
-        ann = d["annotation"]
-        with open("./data/"+scene +"/label/"+frame+".json",'w') as f:
-          json.dump(ann, f, indent=2, sort_keys=True)
-
-      return "ok"
-
-
-    @cherrypy.expose
-    @cherrypy.tools.json_out()
-    def cropscene(self):
-      rawbody = cherrypy.request.body.readline().decode('UTF-8')
-      data = json.loads(rawbody)
-      
-      rawdata = data["rawSceneId"]
-
-      timestamp = rawdata.split("_")[0]
-
-      print("generate scene")
-      log_file = "temp/crop-scene-"+timestamp+".log"
-
-      cmd = "python ./tools/dataset_preprocess/crop_scene.py generate "+ \
-        rawdata[0:10]+"/"+timestamp + "_preprocessed/dataset_2hz " + \
-        "- " +\
-        data["startTime"] + " " +\
-        data["seconds"] + " " +\
-        "\""+ data["desc"] + "\"" +\
-        "> " + log_file + " 2>&1"
-      print(cmd)
-
-      code = os.system(cmd)
-
-      with open(log_file) as f:
-        log = list(map(lambda s: s.strip(), f.readlines()))
-
-      os.system("rm "+log_file)
-      
-      return {"code": code,
-              "log": log
-              }
-
-
-    @cherrypy.expose
-    @cherrypy.tools.json_out()
-    def checkscene(self, scene):
-      ck = check.LabelChecker(os.path.join("./data", scene))
-      ck.check()
-      print(ck.messages)
-      return ck.messages
-
-
-    # data  N*3 numpy array
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def predict_rotation(self):
-      cl = cherrypy.request.headers['Content-Length']
-      rawbody = cherrypy.request.body.readline().decode('UTF-8')
-      
-      data = json.loads(rawbody)
-      
-      return {"angle": pre_annotate.predict_yaw(data["points"])}
-      #return {}
-
-    
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def auto_annotate(self, scene, frame):
-      print("auto annotate ", scene, frame)
-      return pre_annotate.annotate_file('./data/{}/lidar/{}.pcd'.format(scene,frame))
-      
-
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def load_annotation(self, scene, frame):
-      return scene_reader.read_annotations(scene, frame)
-
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def load_ego_pose(self, scene, frame):
-      return scene_reader.read_ego_pose(scene, frame)
-
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def loadworldlist(self):
-      rawbody = cherrypy.request.body.readline().decode('UTF-8')
-      worldlist = json.loads(rawbody)
-
-      anns = list(map(lambda w:{
-                      "scene": w["scene"],
-                      "frame": w["frame"],
-                      "annotation":scene_reader.read_annotations(w["scene"], w["frame"])},
-                      worldlist))
-
-      return anns
-        
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def datameta(self):
-      return scene_reader.get_all_scenes()
-    
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def scenemeta(self, scene):
-      return scene_reader.get_one_scene(scene)
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def get_all_scene_desc(self):
-      return scene_reader.get_all_scene_desc()
-
-    @cherrypy.expose    
-    @cherrypy.tools.json_out()
-    def objs_of_scene(self, scene):
-      return self.get_all_objs(os.path.join("./data",scene))
-
-    def get_all_objs(self, path):
-      label_folder = os.path.join(path, "label")
-      if not os.path.isdir(label_folder):
-        return []
-        
-      files = os.listdir(label_folder)
-
-      files = filter(lambda x: x.split(".")[-1]=="json", files)
-
-
-      def file_2_objs(f):
-          with open(f) as fd:
-              boxes = json.load(fd)
-              objs = [x for x in map(lambda b: {"category":b["obj_type"], "id": b["obj_id"]}, boxes)]
-              return objs
-
-      boxes = map(lambda f: file_2_objs(os.path.join(path, "label", f)), files)
-
-      # the following map makes the category-id pairs unique in scene
-      all_objs={}
-      for x in boxes:
-          for o in x:
-              
-              k = str(o["category"])+"-"+str(o["id"])
-
-              if all_objs.get(k):
-                all_objs[k]['count']= all_objs[k]['count']+1
-              else:
-                all_objs[k]= {
-                  "category": o["category"],
-                  "id": o["id"],
-                  "count": 1
-                }
-
-      return [x for x in  all_objs.values()]
-
-if __name__ == '__main__':
-    cherrypy.quickstart(Root(), '/', config="server.conf")
-else:
-    application = cherrypy.Application(Root(), '/', config="server.conf")
+from fastapi import FastAPI, Request
+from fastapi.staticfiles import StaticFiles
+from fastapi.templating import Jinja2Templates
+
+from router import router
+
+# 1. 创建 FastAPI 应用实例
+app = FastAPI(
+    title="Annotation Tool API",
+    description="从 CherryPy 转换而来的标注工具 API",
+    version="2.0.0"
+)
+
+# 2. 设置 Jinja2 模板
+# CherryPy 的 FileSystemLoader('./') 对应 FastAPI 的 directory="."
+templates = Jinja2Templates(directory=".")
+
+# 3. 挂载静态文件 (对应 server.conf)
+# app.mount("路径", StaticFiles(directory="本地目录"), name="唯一名称")
+app.mount("/static", StaticFiles(directory="public"), name="public")
+# app.mount("/data", StaticFiles(directory="data"), name="data")
+app.mount("/temp", StaticFiles(directory="temp"), name="temp")
+app.mount("/views", StaticFiles(directory="views"), name="views")
+app.mount("/assets", StaticFiles(directory="assets"), name="assets")
+
+# --- HTML 页面路由 ---
+
+@app.get("/icon")
+def icon(request: Request):
+    """渲染测试图标页"""
+    return templates.TemplateResponse("test_icon.html", {"request": request})
+
+
+@app.get("/ml")
+def ml(request: Request):
+    """渲染测试 ML 页"""
+    return templates.TemplateResponse("test_ml.html", {"request": request})
+
+
+@app.get("/reg")
+def reg(request: Request):
+    """渲染注册演示页"""
+    return templates.TemplateResponse("registration_demo.html", {"request": request})
+
+
+@app.get("/view/{file_path:path}")
+def view(request: Request, file_path: str):
+    """渲染查看页，:path 允许路径中包含斜杠"""
+    # 原始代码没有使用 file 参数，这里保持一致
+    return templates.TemplateResponse("view.html", {"request": request})
+
+
+# --- API 接口路由 ---
+
+@app.get("/")
+def index(request: Request, scene: str = "", frame: str = ""):
+    """渲染主页"""
+    return templates.TemplateResponse("index.html", {"request": request})
+
+
+app.include_router(router)
+
+
+# 6. 启动服务器 (对应 if __name__ == '__main__')
+# 在命令行运行: uvicorn main:app --host 0.0.0.0 --port 8081 --reload
+if __name__ == "__main__":
+    import uvicorn
+
+    print("Starting FastAPI server...")
+    # server.conf 中的 host 和 port 在这里配置
+    uvicorn.run(
+        app,
+        host="0.0.0.0",
+        port=8081
+    )
diff --git a/main2.py b/main2.py
deleted file mode 100644
index a916eaf..0000000
--- a/main2.py
+++ /dev/null
@@ -1,79 +0,0 @@
-from fastapi import FastAPI, Request
-from fastapi.staticfiles import StaticFiles
-from fastapi.templating import Jinja2Templates
-
-from router import router
-
-# 1. 创建 FastAPI 应用实例
-app = FastAPI(
-    title="Annotation Tool API",
-    description="从 CherryPy 转换而来的标注工具 API",
-    version="2.0.0"
-)
-
-# 2. 设置 Jinja2 模板
-# CherryPy 的 FileSystemLoader('./') 对应 FastAPI 的 directory="."
-templates = Jinja2Templates(directory=".")
-
-# 3. 挂载静态文件 (对应 server.conf)
-# app.mount("路径", StaticFiles(directory="本地目录"), name="唯一名称")
-app.mount("/static", StaticFiles(directory="public"), name="public")
-app.mount("/data", StaticFiles(directory="data"), name="data")
-app.mount("/temp", StaticFiles(directory="temp"), name="temp")
-app.mount("/views", StaticFiles(directory="views"), name="views")
-app.mount("/assets", StaticFiles(directory="assets"), name="assets")
-
-
-# 4. 定义 Pydantic 模型用于请求体验证
-# 这比直接解析 JSON 更安全、更清晰
-
-# 5. 将 CherryPy 的类方法转换为 FastAPI 路由函数
-
-# --- HTML 页面路由 ---
-
-@app.get("/icon")
-def icon(request: Request):
-    """渲染测试图标页"""
-    return templates.TemplateResponse("test_icon.html", {"request": request})
-
-
-@app.get("/ml")
-def ml(request: Request):
-    """渲染测试 ML 页"""
-    return templates.TemplateResponse("test_ml.html", {"request": request})
-
-
-@app.get("/reg")
-def reg(request: Request):
-    """渲染注册演示页"""
-    return templates.TemplateResponse("registration_demo.html", {"request": request})
-
-
-@app.get("/view/{file_path:path}")
-def view(request: Request, file_path: str):
-    """渲染查看页，:path 允许路径中包含斜杠"""
-    # 原始代码没有使用 file 参数，这里保持一致
-    return templates.TemplateResponse("view.html", {"request": request})
-
-
-# --- API 接口路由 ---
-
-@app.get("/")
-def index(request: Request, scene: str = "", frame: str = ""):
-    """渲染主页"""
-    return templates.TemplateResponse("index.html", {"request": request})
-
-
-app.include_router(router)
-# 6. 启动服务器 (对应 if __name__ == '__main__')
-# 在命令行运行: uvicorn main:app --host 0.0.0.0 --port 8081 --reload
-if __name__ == "__main__":
-    import uvicorn
-
-    print("Starting FastAPI server...")
-    # server.conf 中的 host 和 port 在这里配置
-    uvicorn.run(
-        app,
-        host="0.0.0.0",
-        port=8081
-    )
diff --git a/pyproject.toml b/pyproject.toml
index e5549e9..b30c1c8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,9 @@ dependencies = [
     "tensorflow-macos==2.15.0; sys_platform == 'darwin'",
     "fastapi>=0.104.0",
     "uvicorn>=0.37.0",
+    "sqlmodel>=0.0.27",
+    "pymysql>=1.1.2",
+    "minio==7.2.4",
 ]
 
 [[tool.uv.index]]
diff --git a/requirement.txt b/requirement.txt
deleted file mode 100644
index 42ece54..0000000
--- a/requirement.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-tensorflow>=2.1
-jinja2
-cherrypy
-filterpy
-cheroot != 8.4.4
\ No newline at end of file
diff --git a/router.py b/router.py
index fba130b..5be89b6 100644
--- a/router.py
+++ b/router.py
@@ -1,86 +1,39 @@
 import json
+import mimetypes
 import os
-from typing import List, Dict, Any
+from typing import List
 
-from fastapi import APIRouter, HTTPException,Request
-from pydantic import BaseModel, Field
+from fastapi import APIRouter, HTTPException, Request,Response
 
 import scene_reader
-from tools import check_labels as check
 from algos import pre_annotate
+from constant_3d import MINIO_BUCKET
+from crud.entity.scene_dto import SaveWorldItem, CropSceneRequest, PredictRotationRequest, LoadWorldItem
+from crud.service.scene_service import SceneService
+from crud.utils.minio_conn import MinioServer
+from tools import check_labels as check
 
-class SaveWorldItem(BaseModel):
-    scene: str
-    frame: str
-    annotation: Any
-
-
-class CropSceneRequest(BaseModel):
-    rawSceneId: str
-    startTime: str
-    seconds: str
-    desc: str
-
+router = APIRouter()
 
-class PredictRotationRequest(BaseModel):
-    points: Any  # 假设是 N*3 的点云数据
 
-# 1. 定义模型
-class LoadWorldItem(BaseModel):
-    scene: str = Field(description="这是scene")
-    frame: str = Field(description="这是frame")
-router = APIRouter()
+# 已修改完成
 @router.post("/saveworldlist")
 async def saveworldlist(items: List[SaveWorldItem]):
     """批量保存标注数据"""
-    for item in items:
-        scene = item.scene
-        frame = item.frame
-        ann = item.annotation
-        label_dir = os.path.join("./data", scene, "label")
-        os.makedirs(label_dir, exist_ok=True)  # 确保目录存在
-        file_path = os.path.join(label_dir, f"{frame}.json")
-        # todo 标注存入数据库
-        with open(file_path, 'w') as f:
-            json.dump(ann, f, indent=2, sort_keys=True)
-    return "ok"
-
-
-@router.post("/cropscene")
-async def cropscene(request_data: CropSceneRequest):
-    """裁剪场景"""
-    rawdata = request_data.rawSceneId
-    timestamp = rawdata.split("_")[0]
-    log_file = f"temp/crop-scene-{timestamp}.log"
-
-    # 注意：os.system 存在安全风险，在生产环境中应替换为更安全的 subprocess 模块
-    cmd = (
-        f"python ./tools/dataset_preprocess/crop_scene.py generate "
-        f"{rawdata[0:10]}/{timestamp}_preprocessed/dataset_2hz - "
-        f"{request_data.startTime} {request_data.seconds} "
-        f'"{request_data.desc}" > {log_file} 2>&1'
-    )
-    print(f"Executing command: {cmd}")
-    code = os.system(cmd)
-
-    log = []
-    if os.path.exists(log_file):
-        with open(log_file) as f:
-            log = [s.strip() for s in f.readlines()]
-        os.remove(log_file)
-
-    return {"code": code, "log": log}
+    return SceneService.save_world_list(items)
 
 
+# 已修改完成
 @router.get("/checkscene")
 def checkscene(scene: str):
     """检查场景的标注"""
-    ck = check.LabelChecker(os.path.join("./data", scene))
+    # ck = check.LabelChecker(os.path.join("./data", scene))
+    ck = check.LabelChecker(scene)
     ck.check()
-    print(ck.messages)
     return ck.messages
 
 
+# 已修改完成
 @router.post("/predict_rotation")
 async def predict_rotation(request_data: PredictRotationRequest):
     """预测旋转角度"""
@@ -88,29 +41,24 @@ async def predict_rotation(request_data: PredictRotationRequest):
     return {"angle": pre_annotate.predict_yaw(request_data.points)}
 
 
-@router.get("/auto_annotate")
-def auto_annotate(scene: str, frame: str):
-    """自动标注"""
-    print(f"Auto annotate {scene}, {frame}")
-    file_path = f'./data/{scene}/lidar/{frame}.pcd'
-    if not os.path.exists(file_path):
-        raise HTTPException(status_code=404, detail=f"File not found: {file_path}")
-    return pre_annotate.annotate_file(file_path)
-
-
+# 已修改完成
 @router.get("/load_annotation")
 def load_annotation(scene: str, frame: str):
     """加载标注数据"""
-    return scene_reader.read_annotations(scene, frame)
+    # 读取标注数据 /data/项目名/label/**.json
+    # return scene_reader.read_annotations(scene, frame)
+    return SceneService.get_label_json(scene, frame)
 
 
+# 已修改完成
 @router.get("/load_ego_pose")
 def load_ego_pose(scene: str, frame: str):
     """加载自车姿态"""
-    return scene_reader.read_ego_pose(scene, frame)
-
+    # return scene_reader.read_ego_pose(scene, frame)
+    return SceneService.get_ego_pose_json(scene, frame)
 
 
+# 已修改完成
 @router.post("/loadworldlist")
 async def load_world_list(request: Request):
     """批量加载标注数据"""
@@ -124,69 +72,126 @@ async def load_world_list(request: Request):
         raise HTTPException(status_code=400, detail="请求体不是有效的 JSON 格式")
     anns = []
     for i in items:
-        w= LoadWorldItem(**i)
-        # todo 查询数据库的标注数据
+        w = LoadWorldItem(**i)
+        # 查询数据库的标注数据
         anns.append({
             "scene": w.scene,
             "frame": w.frame,
-            "annotation": scene_reader.read_annotations(w.scene, w.frame)
+            # "annotation": scene_reader.read_annotations(w.scene, w.frame)
+            "annotation": SceneService.get_label_json(w.scene, w.frame)
         })
     return anns
 
 
+# 已修改完成
 @router.get("/datameta")
 def datameta():
     """获取所有场景元数据"""
-    return scene_reader.get_all_scenes()
-
-
-@router.get("/scenemeta")
-def scenemeta(scene: str):
-    """获取单个场景元数据"""
-    return scene_reader.get_one_scene(scene)
+    return SceneService.get_scene_info()
 
 
+# 已修改完成
 @router.get("/get_all_scene_desc")
 def get_all_scene_desc():
     """获取所有场景描述"""
-    return scene_reader.get_all_scene_desc()
+    # todo 获取标注任务列表 ==> 字典，key为目录
+    # return {"aaa": 1}
+    return SceneService.get_scene_desc()
 
 
+# 已修改完成
 @router.get("/objs_of_scene")
 def objs_of_scene(scene: str):
     """获取场景中的所有对象"""
     # todo从数据库查询图片列表
-    return get_all_objs(os.path.join("./data", scene))
-
-
-# --- 辅助函数 ---
-def get_all_objs(path: str) -> List[Dict[str, Any]]:
-    """从 CherryPy 类中提取的辅助函数"""
-    label_folder = os.path.join(path, "label")
-    if not os.path.isdir(label_folder):
-        return []
-
-    files = [f for f in os.listdir(label_folder) if f.endswith(".json")]
-
-    all_objs = {}
-    for f in files:
-        try:
-            with open(os.path.join(path, "label", f)) as fd:
-                boxes = json.load(fd)
-                for b in boxes:
-                    o = {"category": b.get("obj_type"), "id": b.get("obj_id")}
-                    if not o["category"] or not o["id"]: continue
-
-                    k = f"{o['category']}-{o['id']}"
-                    if k in all_objs:
-                        all_objs[k]['count'] += 1
-                    else:
-                        all_objs[k] = {
-                            "category": o["category"],
-                            "id": o["id"],
-                            "count": 1
-                        }
-        except (IOError, json.JSONDecodeError) as e:
-            print(f"Error processing file {f}: {e}")
-
-    return list(all_objs.values())
+    return SceneService.get_all_objs(os.path.join("./data", scene))
+
+# 无须修改
+@router.post("/cropscene")
+async def cropscene(request_data: CropSceneRequest):
+    """裁剪场景"""
+    rawdata = request_data.rawSceneId
+    timestamp = rawdata.split("_")[0]
+    log_file = f"temp/crop-scene-{timestamp}.log"
+
+    # 注意：os.system 存在安全风险，在生产环境中应替换为更安全的 subprocess 模块
+    cmd = (
+        f"python ./tools/dataset_preprocess/crop_scene.py generate "
+        f"{rawdata[0:10]}/{timestamp}_preprocessed/dataset_2hz - "
+        f"{request_data.startTime} {request_data.seconds} "
+        f'"{request_data.desc}" > {log_file} 2>&1'
+    )
+    print(f"Executing command: {cmd}")
+    code = os.system(cmd)
+
+    log = []
+    if os.path.exists(log_file):
+        with open(log_file) as f:
+            log = [s.strip() for s in f.readlines()]
+        os.remove(log_file)
+
+    return {"code": code, "log": log}
+
+# todo 修改完成一半
+@router.get("/scenemeta")
+def scenemeta(scene: str):
+    # 获取s目录下的所有文件信息
+    return scene_reader.get_one_scene(scene)
+
+# 暂时不使用
+@router.get("/auto_annotate")
+def auto_annotate(scene: str, frame: str):
+    """自动标注"""
+    print(f"Auto annotate {scene}, {frame}")
+    file_path = f'./data/{scene}/lidar/{frame}.pcd'
+    if not os.path.exists(file_path):
+        raise HTTPException(status_code=404, detail=f"File not found: {file_path}")
+    return pre_annotate.annotate_file(file_path)
+@router.get("/data/{file:path}")
+def get_file(file):
+    file_path = f'/data/{file}'
+    """获取文件"""
+    conn=MinioServer()
+    minio_file=conn.get_file(MINIO_BUCKET, file_path)
+    if minio_file is None:
+        raise HTTPException(status_code=404, detail="File not found")
+    # media_type, _ = mimetypes.guess_type(minio_file)
+    # if media_type is None:
+    media_type = 'application/octet-stream'  # 默认二进制流
+
+    # 设置响应头，告诉浏览器这是一个附件，并建议文件名
+    headers = {
+        'Content-Disposition': f'attachment; filename="{os.path.basename(file_path)}"',
+        "Content-Type": media_type,
+    }
+    # 使用 StreamingResponse 进行流式响应
+    # response.data 是一个类似文件的对象，可以被直接读取
+
+    return Response(
+        minio_file.read(),  # 将整个文件读入内存后返回（简单但内存占用高）
+        # 更优的流式方式见下方说明
+        media_type=media_type,
+        headers=headers
+    )
+# @router.get("/get_file")
+def get_file(file_path:str):
+    """获取文件"""
+    conn=MinioServer()
+    minio_file=conn.get_file(MINIO_BUCKET, file_path)
+    # media_type, _ = mimetypes.guess_type(minio_file)
+    # if media_type is None:
+    media_type = 'application/octet-stream'  # 默认二进制流
+
+    # 设置响应头，告诉浏览器这是一个附件，并建议文件名
+    headers = {
+        'Content-Disposition': f'attachment; filename="{os.path.basename(file_path)}"',
+        "Content-Type": media_type,
+    }
+    # 使用 StreamingResponse 进行流式响应
+    # response.data 是一个类似文件的对象，可以被直接读取
+    return Response(
+        minio_file.read(),  # 将整个文件读入内存后返回（简单但内存占用高）
+        # 更优的流式方式见下方说明
+        media_type=media_type,
+        headers=headers
+    )
diff --git a/scene_reader.py b/scene_reader.py
index 4e75110..eede5e3 100644
--- a/scene_reader.py
+++ b/scene_reader.py
@@ -2,38 +2,28 @@
 import os
 import json
 
+from crud.service.scene_service import SceneService
+
 this_dir = os.path.dirname(os.path.abspath(__file__))
 root_dir = os.path.join(this_dir, "data")
 
-def get_all_scenes():
-    all_scenes = get_scene_names()
-    print(all_scenes)
-    return list(map(get_one_scene, all_scenes))
-
-def get_all_scene_desc():
-    names = get_scene_names()
-    descs = {}
-    for n in names:
-        descs[n] = get_scene_desc(n)
-    return descs
 
 def get_scene_names():
-      scenes = os.listdir(root_dir)
-      scenes = filter(lambda s: not os.path.exists(os.path.join(root_dir, s, "disable")), scenes)
+      scenes = SceneService.get_scene_names()
       scenes = list(scenes)
       scenes.sort()
       return scenes
 
-def get_scene_desc(s):
-    scene_dir = os.path.join(root_dir, s)
-    if os.path.exists(os.path.join(scene_dir, "desc.json")):
-        with open(os.path.join(scene_dir, "desc.json")) as f:
-            desc = json.load(f)
-            return desc
-    return None
 
 def get_one_scene(s):
     # 获取s目录下的所有文件信息
+    result = SceneService.get_scene_info(s)
+    return result[0] if result else None
+
+# todo 旧的
+def get_one_scene_(s):
+    # 获取s目录下的所有文件信息
+
     """{
     "scene": "example", # 第一层的目录名
     "frames": [ # label下的文件名，即标注结果文件
@@ -250,28 +240,18 @@ def get_one_scene(s):
 
 
 def read_annotations(scene, frame):
-    filename = os.path.join(root_dir, scene, "label", frame+".json")
-    if (os.path.isfile(filename)):
-      with open(filename,"r") as f:
-        ann=json.load(f)
-        #print(ann)          
-        return ann
-    else:
-      return []
-
-def read_ego_pose(scene, frame):
-    filename = os.path.join(root_dir, scene, "ego_pose", frame+".json")
-    if (os.path.isfile(filename)):
-      with open(filename,"r") as f:
-        p=json.load(f)
-        return p
-    else:
-      return None
-
-def save_annotations(scene, frame, anno):
-    filename = os.path.join(root_dir, scene, "label", frame+".json")
-    with open(filename, 'w') as outfile:
-            json.dump(anno, outfile)
-
-if __name__ == "__main__":
-    print(get_all_scenes())
\ No newline at end of file
+    return SceneService.get_label_json(scene, frame)
+    # filename = os.path.join(root_dir, scene, "label", frame+".json")
+    # if (os.path.isfile(filename)):
+    #   with open(filename,"r") as f:
+    #     ann=json.load(f)
+    #     #print(ann)
+    #     return ann
+    # else:
+    #   return []
+
+
+# def save_annotations(scene, frame, anno):
+#     filename = os.path.join(root_dir, scene, "label", frame+".json")
+#     with open(filename, 'w') as outfile:
+#             json.dump(anno, outfile)
diff --git a/tools/check_labels.py b/tools/check_labels.py
index b051b7d..e4e8732 100644
--- a/tools/check_labels.py
+++ b/tools/check_labels.py
@@ -1,15 +1,16 @@
+from typing import List
 
-import json
-import os
-import sys
 import numpy as np
 
+from crud.entity.models import SceneWorldItem
+from crud.service.scene_service import SceneService
+
+
 class LabelChecker:
     def __init__(self, path):
         self.path = path
         self.load_frame_ids()
         self.load_labels()
-
         self.def_labels = [
         "Car","Pedestrian","Van","Bus","Truck","ScooterRider","Scooter","BicycleRider","Bicycle","Motorcycle","MotorcyleRider","PoliceCar","TourCar","RoadWorker","Child",
         "BabyCart","Cart","Cone","FireHydrant","SaftyTriangle","PlatformCart","ConstructionCart","RoadBarrel","TrafficBarrier","LongVehicle","BicycleGroup","ConcreteTruck",
@@ -22,6 +23,7 @@ class LabelChecker:
     def clear_messages(self):
         self.messages = []
     def show_messages(self):
+        print(111)
         for m in self.messages:
             print(m["frame_id"], m["obj_id"], m["desc"])
 
@@ -33,36 +35,32 @@ class LabelChecker:
         })
     
     def load_frame_ids(self):
-        lidar_files = os.listdir(os.path.join(self.path, 'lidar'))
-        ids = list(map(lambda f: os.path.splitext(f)[0], lidar_files))
+        ids = SceneService.get_frame_ids(self.path)
         self.frame_ids = ids
+        print("frame_ids:",self.frame_ids)
 
     def load_labels(self):
-        label_folder = os.path.join(self.path, 'label')
-        files = os.listdir(label_folder)
+        # label_folder = os.path.join(self.path, 'label')
+        # files = os.listdir(label_folder)
         labels = {}
         obj_ids = {}
-
-        files.sort()
-        print(files)
-        for f in files:
-            with open(os.path.join(label_folder, f),'r') as fp:
-                l = json.load(fp)
-                #print(l)
-                frame_id = os.path.splitext(f)[0]
-                labels[frame_id] = l
-
-                for o in l:
-                    obj_id = o['obj_id']
-                    if frame_id:
-                        if obj_ids.get(obj_id):
-                            obj_ids[obj_id].append([frame_id,o])
-                        else:
-                            obj_ids[obj_id] = [[frame_id,o]]
+        scene_items:List[SceneWorldItem] = SceneService.get_scene_items(self.path)
+        for s in scene_items:
+            l = s.label_json
+            frame_id = s.frame
+            labels[frame_id] = l
+            for o in l:
+                obj_id = o['obj_id']
+                if frame_id:
+                    if obj_ids.get(obj_id):
+                        obj_ids[obj_id].append([frame_id, o])
+                    else:
+                        obj_ids[obj_id] = [[frame_id, o]]
 
         self.labels = labels
         self.obj_ids = obj_ids
 
+
     #templates
     def check_one_label(self, func):
         for f in self.labels:
@@ -171,11 +169,12 @@ class LabelChecker:
         self.check_one_obj(lambda id, o: self.check_obj_size(id ,o))
         self.check_one_obj(lambda id, o: self.check_obj_direction(id ,o))
         self.check_one_obj(lambda id, o: self.check_obj_type_consistency(id ,o))
-
-if __name__ == "__main__":
-    ck = LabelChecker(sys.argv[1])
-    ck.check()
-    ck.show_messages()
-    
+#
+# if __name__ == "__main__":
+#     ck = LabelChecker(sys.argv[1])
+#     # ck = LabelChecker("example")
+#     ck.check()
+#     ck.show_messages()
+#
 
     
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
index 5fb928f..5821858 100644
--- a/uv.lock
+++ b/uv.lock
@@ -35,6 +35,44 @@ wheels = [
     { url = "https://mirrors.aliyun.com/pypi/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc" },
 ]
 
+[[package]]
+name = "argon2-cffi"
+version = "25.1.0"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "argon2-cffi-bindings" },
+]
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/0e/89/ce5af8a7d472a67cc819d5d998aa8c82c5d860608c4db9f46f1162d7dab9/argon2_cffi-25.1.0.tar.gz", hash = "sha256:694ae5cc8a42f4c4e2bf2ca0e64e51e23a040c6a517a85074683d3959e1346c1" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/4f/d3/a8b22fa575b297cd6e3e3b0155c7e25db170edf1c74783d6a31a2490b8d9/argon2_cffi-25.1.0-py3-none-any.whl", hash = "sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741" },
+]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "25.1.0"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "cffi" },
+]
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/5c/2d/db8af0df73c1cf454f71b2bbe5e356b8c1f8041c979f505b3d3186e520a9/argon2_cffi_bindings-25.1.0.tar.gz", hash = "sha256:b957f3e6ea4d55d820e40ff76f450952807013d361a65d7f28acc0acbf29229d" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/1d/57/96b8b9f93166147826da5f90376e784a10582dd39a393c99bb62cfcf52f0/argon2_cffi_bindings-25.1.0-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:aecba1723ae35330a008418a91ea6cfcedf6d31e5fbaa056a166462ff066d500" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/0a/08/a9bebdb2e0e602dde230bdde8021b29f71f7841bd54801bcfd514acb5dcf/argon2_cffi_bindings-25.1.0-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:2630b6240b495dfab90aebe159ff784d08ea999aa4b0d17efa734055a07d2f44" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/b6/02/d297943bcacf05e4f2a94ab6f462831dc20158614e5d067c35d4e63b9acb/argon2_cffi_bindings-25.1.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:7aef0c91e2c0fbca6fc68e7555aa60ef7008a739cbe045541e438373bc54d2b0" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/c1/93/44365f3d75053e53893ec6d733e4a5e3147502663554b4d864587c7828a7/argon2_cffi_bindings-25.1.0-cp39-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e021e87faa76ae0d413b619fe2b65ab9a037f24c60a1e6cc43457ae20de6dc6" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/09/52/94108adfdd6e2ddf58be64f959a0b9c7d4ef2fa71086c38356d22dc501ea/argon2_cffi_bindings-25.1.0-cp39-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d3e924cfc503018a714f94a49a149fdc0b644eaead5d1f089330399134fa028a" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/72/70/7a2993a12b0ffa2a9271259b79cc616e2389ed1a4d93842fac5a1f923ffd/argon2_cffi_bindings-25.1.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c87b72589133f0346a1cb8d5ecca4b933e3c9b64656c9d175270a000e73b288d" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/78/9a/4e5157d893ffc712b74dbd868c7f62365618266982b64accab26bab01edc/argon2_cffi_bindings-25.1.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1db89609c06afa1a214a69a462ea741cf735b29a57530478c06eb81dd403de99" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/74/cd/15777dfde1c29d96de7f18edf4cc94c385646852e7c7b0320aa91ccca583/argon2_cffi_bindings-25.1.0-cp39-abi3-win32.whl", hash = "sha256:473bcb5f82924b1becbb637b63303ec8d10e84c8d241119419897a26116515d2" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/e2/c6/a759ece8f1829d1f162261226fbfd2c6832b3ff7657384045286d2afa384/argon2_cffi_bindings-25.1.0-cp39-abi3-win_amd64.whl", hash = "sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/42/b9/f8d6fa329ab25128b7e98fd83a3cb34d9db5b059a9847eddb840a0af45dd/argon2_cffi_bindings-25.1.0-cp39-abi3-win_arm64.whl", hash = "sha256:b0fdbcf513833809c882823f98dc2f931cf659d9a1429616ac3adebb49f5db94" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/11/2d/ba4e4ca8d149f8dcc0d952ac0967089e1d759c7e5fcf0865a317eb680fbb/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:6dca33a9859abf613e22733131fc9194091c1fa7cb3e131c143056b4856aa47e" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/5c/82/9b2386cc75ac0bd3210e12a44bfc7fd1632065ed8b80d573036eecb10442/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:21378b40e1b8d1655dd5310c84a40fc19a9aa5e6366e835ceb8576bf0fea716d" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/31/db/740de99a37aa727623730c90d92c22c9e12585b3c98c54b7960f7810289f/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d588dec224e2a83edbdc785a5e6f3c6cd736f46bfd4b441bbb5aa1f5085e584" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/71/7a/47c4509ea18d755f44e2b92b7178914f0c113946d11e16e626df8eaa2b0b/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5acb4e41090d53f17ca1110c3427f0a130f944b896fc8c83973219c97f57b690" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/ee/82/82745642d3c46e7cea25e1885b014b033f4693346ce46b7f47483cf5d448/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:da0c79c23a63723aa5d782250fbf51b768abca630285262fb5144ba5ae01e520" },
+]
+
 [[package]]
 name = "astunparse"
 version = "1.6.3"
@@ -84,6 +122,29 @@ wheels = [
     { url = "https://mirrors.aliyun.com/pypi/packages/e4/37/af0d2ef3967ac0d6113837b44a4f0bfe1328c2b9763bd5b1744520e5cfed/certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de" },
 ]
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/93/d7/516d984057745a6cd96575eea814fe1edd6646ee6efd552fb7b0921dec83/cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/9e/84/ad6a0b408daa859246f57c03efd28e5dd1b33c21737c2db84cae8c237aa5/cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/50/bd/b1a6362b80628111e6653c961f987faa55262b4002fcec42308cad1db680/cffi-2.0.0-cp310-cp310-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/4f/27/6933a8b2562d7bd1fb595074cf99cc81fc3789f6a6c05cdabb46284a3188/cffi-2.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/05/eb/b86f2a2645b62adcfff53b0dd97e8dfafb5c8aa864bd0d9a2c2049a0d551/cffi-2.0.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/9f/e0/6cbe77a53acf5acc7c08cc186c9928864bd7c005f9efd0d126884858a5fe/cffi-2.0.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/98/29/9b366e70e243eb3d14a5cb488dfd3a0b6b2f1fb001a203f653b93ccfac88/cffi-2.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/21/7a/13b24e70d2f90a322f2900c5d8e1f14fa7e2a6b3332b7309ba7b2ba51a5a/cffi-2.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/60/99/c9dc110974c59cc981b1f5b66e1d8af8af764e00f0293266824d9c4254bc/cffi-2.0.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/49/72/ff2d12dbf21aca1b32a40ed792ee6b40f6dc3a9cf1644bd7ef6e95e0ac5e/cffi-2.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/e2/cc/027d7fb82e58c48ea717149b03bcadcbdc293553edb283af792bd4bcbb3f/cffi-2.0.0-cp310-cp310-win32.whl", hash = "sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/33/fa/072dd15ae27fbb4e06b437eb6e944e75b068deb09e2a2826039e49ee2045/cffi-2.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739" },
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.3"
@@ -298,6 +359,23 @@ wheels = [
     { url = "https://mirrors.aliyun.com/pypi/packages/a3/de/c648ef6835192e6e2cc03f40b19eeda4382c49b5bafb43d88b931c4c74ac/google_pasta-0.2.0-py3-none-any.whl", hash = "sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed" },
 ]
 
+[[package]]
+name = "greenlet"
+version = "3.2.4"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/03/b8/704d753a5a45507a7aab61f18db9509302ed3d0a27ac7e0359ec2905b1a6/greenlet-3.2.4.tar.gz", hash = "sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/7d/ed/6bfa4109fcb23a58819600392564fea69cdc6551ffd5e69ccf1d52a40cbc/greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c" },
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+    { url = "https://mirrors.aliyun.com/pypi/packages/c5/26/80383131d55a4ac0fb08d71660fd77e7660b9db6bdb4e8884f46d9f2cc04/greenlet-3.2.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f10fd42b5ee276335863712fa3da6608e93f70629c631bf77145021600abc23c" },
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+[[package]]
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 version = "3.2.5"
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+[[package]]
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+    { name = "typing-extensions" },
+]
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+dependencies = [
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+    { name = "sqlalchemy" },
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 [[package]]
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 version = "0.48.0"
@@ -842,6 +1012,9 @@ dependencies = [
     { name = "fastapi" },
     { name = "filterpy" },
     { name = "jinja2" },
+    { name = "minio" },
+    { name = "pymysql" },
+    { name = "sqlmodel" },
     { name = "tensorflow" },
     { name = "tensorflow-macos", marker = "sys_platform == 'darwin'" },
     { name = "uvicorn" },
@@ -854,6 +1027,9 @@ requires-dist = [
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     { name = "filterpy", specifier = ">=1.4.5" },
     { name = "jinja2", specifier = ">=3.1.6" },
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+    { name = "pymysql", specifier = ">=1.1.2" },
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