文件上传页面功能基本集成完成
This commit is contained in:
297
src/main.py
297
src/main.py
@@ -6,8 +6,13 @@ import sys
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import json
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import pymysql
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import yaml
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from flask import Flask, request, jsonify
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import time
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from flask import Flask, request, jsonify, send_from_directory
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from flask_cors import CORS
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from werkzeug.utils import secure_filename
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# 导入API蓝图
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from api import register_blueprints
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# 获取项目根目录
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PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
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@@ -42,142 +47,171 @@ def get_db_connection():
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def init_database():
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"""初始化数据库表"""
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conn = get_db_connection()
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cursor = conn.cursor()
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print("正在初始化数据库...")
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try:
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conn = get_db_connection()
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cursor = conn.cursor()
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tables = [
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# 精调训练表
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"""CREATE TABLE IF NOT EXISTS fine_tune (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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base_model VARCHAR(255),
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train_type VARCHAR(50),
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train_method VARCHAR(50),
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dataset_id INT,
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valid_split VARCHAR(50),
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valid_ratio INT DEFAULT 10,
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output_model_name VARCHAR(255),
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status VARCHAR(50) DEFAULT 'pending',
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progress INT DEFAULT 0,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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tables = [
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# 精调训练表
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"""CREATE TABLE IF NOT EXISTS fine_tune (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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base_model VARCHAR(255),
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train_type VARCHAR(50),
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train_method VARCHAR(50),
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dataset_id INT,
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valid_split VARCHAR(50),
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valid_ratio INT DEFAULT 10,
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output_model_name VARCHAR(255),
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status VARCHAR(50) DEFAULT 'pending',
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progress INT DEFAULT 0,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 我的模型表
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"""CREATE TABLE IF NOT EXISTS my_models (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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version VARCHAR(50),
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description TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 我的模型表
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"""CREATE TABLE IF NOT EXISTS my_models (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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version VARCHAR(50),
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description TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 模型评测表
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"""CREATE TABLE IF NOT EXISTS model_eval (
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id INT AUTO_INCREMENT PRIMARY KEY,
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model_name VARCHAR(255) NOT NULL,
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dataset VARCHAR(255),
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metric VARCHAR(100),
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score DECIMAL(10, 4),
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status VARCHAR(50) DEFAULT 'completed',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP
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)""",
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# 模型评测表
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"""CREATE TABLE IF NOT EXISTS model_eval (
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id INT AUTO_INCREMENT PRIMARY KEY,
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model_name VARCHAR(255) NOT NULL,
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dataset VARCHAR(255),
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metric VARCHAR(100),
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score DECIMAL(10, 4),
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status VARCHAR(50) DEFAULT 'completed',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 模型部署表
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"""CREATE TABLE IF NOT EXISTS model_deploy (
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id INT AUTO_INCREMENT PRIMARY KEY,
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model_name VARCHAR(255) NOT NULL,
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endpoint VARCHAR(255),
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instance VARCHAR(100),
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status VARCHAR(50) DEFAULT 'running',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 模型部署表
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"""CREATE TABLE IF NOT EXISTS model_deploy (
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id INT AUTO_INCREMENT PRIMARY KEY,
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model_name VARCHAR(255) NOT NULL,
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endpoint VARCHAR(255),
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instance VARCHAR(100),
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status VARCHAR(50) DEFAULT 'running',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 数据集管理表
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"""CREATE TABLE IF NOT EXISTS dataset_manage (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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size VARCHAR(50),
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count INT,
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description TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 数据集管理表
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"""CREATE TABLE IF NOT EXISTS dataset_manage (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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size VARCHAR(50),
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count INT,
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description TEXT,
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file_path VARCHAR(500),
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file_count INT DEFAULT 0,
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storage_type VARCHAR(50) DEFAULT 'local',
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minio_config TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 数据生成表
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"""CREATE TABLE IF NOT EXISTS data_generate (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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template VARCHAR(255),
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count INT DEFAULT 0,
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status VARCHAR(50) DEFAULT 'pending',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 数据集文件表
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"""CREATE TABLE IF NOT EXISTS dataset_files (
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id INT AUTO_INCREMENT PRIMARY KEY,
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dataset_id INT NOT NULL,
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file_name VARCHAR(255) NOT NULL,
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file_path VARCHAR(500) NOT NULL,
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file_size BIGINT DEFAULT 0,
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file_type VARCHAR(50),
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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FOREIGN KEY (dataset_id) REFERENCES dataset_manage(id) ON DELETE CASCADE
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 权限管理表
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"""CREATE TABLE IF NOT EXISTS permission (
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id INT AUTO_INCREMENT PRIMARY KEY,
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username VARCHAR(100) NOT NULL,
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role VARCHAR(50) DEFAULT 'user',
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permissions TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 数据生成表
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"""CREATE TABLE IF NOT EXISTS data_generate (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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template VARCHAR(255),
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count INT DEFAULT 0,
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status VARCHAR(50) DEFAULT 'pending',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 模型管理表
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"""CREATE TABLE IF NOT EXISTS model_manage (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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version VARCHAR(50),
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path VARCHAR(500),
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description TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 权限管理表
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"""CREATE TABLE IF NOT EXISTS permission (
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id INT AUTO_INCREMENT PRIMARY KEY,
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username VARCHAR(100) NOT NULL,
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role VARCHAR(50) DEFAULT 'user',
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permissions TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 系统配置表
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"""CREATE TABLE IF NOT EXISTS sys_config (
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id INT AUTO_INCREMENT PRIMARY KEY,
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config_key VARCHAR(100) NOT NULL UNIQUE,
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config_value TEXT,
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description VARCHAR(255),
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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)""",
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# 模型管理表
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"""CREATE TABLE IF NOT EXISTS model_manage (
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id INT AUTO_INCREMENT PRIMARY KEY,
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name VARCHAR(255) NOT NULL,
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type VARCHAR(100),
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version VARCHAR(50),
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path VARCHAR(500),
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description TEXT,
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP,
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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# 用户表
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"""CREATE TABLE IF NOT EXISTS users (
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id INT AUTO_INCREMENT PRIMARY KEY,
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username VARCHAR(100) NOT NULL UNIQUE,
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password VARCHAR(255) NOT NULL,
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role VARCHAR(50) DEFAULT 'user',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP
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)"""
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]
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# 系统配置表
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"""CREATE TABLE IF NOT EXISTS sys_config (
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id INT AUTO_INCREMENT PRIMARY KEY,
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config_key VARCHAR(100) NOT NULL UNIQUE,
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config_value TEXT,
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description VARCHAR(255),
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update_time DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4""",
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for table_sql in tables:
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cursor.execute(table_sql)
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# 用户表
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"""CREATE TABLE IF NOT EXISTS users (
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id INT AUTO_INCREMENT PRIMARY KEY,
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username VARCHAR(100) NOT NULL UNIQUE,
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password VARCHAR(255) NOT NULL,
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role VARCHAR(50) DEFAULT 'user',
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create_time DATETIME DEFAULT CURRENT_TIMESTAMP
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4"""
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]
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# 插入默认管理员用户
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cursor.execute("SELECT * FROM users WHERE username = 'admin'")
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if not cursor.fetchone():
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cursor.execute("INSERT INTO users (username, password, role) VALUES ('admin', 'admin', 'admin')")
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for i, table_sql in enumerate(tables):
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try:
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cursor.execute(table_sql)
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print(f" 表 {i+1}/{len(tables)} 创建/检查成功")
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except Exception as e:
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print(f" 表 {i+1} 创建失败: {e}")
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conn.commit()
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cursor.close()
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conn.close()
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print("数据库初始化完成")
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# 插入默认管理员用户
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cursor.execute("SELECT * FROM users WHERE username = 'admin'")
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if not cursor.fetchone():
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cursor.execute("INSERT INTO users (username, password, role) VALUES ('admin', 'admin', 'admin')")
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print(" 默认管理员用户创建成功")
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conn.commit()
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cursor.close()
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conn.close()
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print("数据库初始化完成")
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except Exception as e:
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print(f"数据库初始化失败: {e}")
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raise
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app = Flask(__name__)
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app.config['SECRET_KEY'] = CONFIG['secret_key']
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CORS(app, resources={r"/api/*": {"origins": "*"}})
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# 注册蓝图
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register_blueprints(app)
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# ============ 健康检查 ============
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@app.route('/api/health', methods=['GET'])
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@@ -370,32 +404,6 @@ def delete_model_deploy(id):
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return jsonify({'code': 0, 'message': '删除成功'})
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# ============ 数据集管理接口 ============
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@app.route('/api/dataset-manage', methods=['GET'])
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def get_dataset_manage():
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return jsonify({'code': 0, 'data': generic_get_all('dataset_manage')})
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@app.route('/api/dataset-manage', methods=['POST'])
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def create_dataset_manage():
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data = request.json
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new_id = generic_create('dataset_manage', data)
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return jsonify({'code': 0, 'message': '创建成功', 'id': new_id})
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@app.route('/api/dataset-manage/<int:id>', methods=['PUT'])
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def update_dataset_manage(id):
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data = request.json
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generic_update('dataset_manage', id, data)
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return jsonify({'code': 0, 'message': '更新成功'})
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@app.route('/api/dataset-manage/<int:id>', methods=['DELETE'])
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def delete_dataset_manage(id):
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generic_delete('dataset_manage', id)
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return jsonify({'code': 0, 'message': '删除成功'})
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# ============ 数据生成接口 ============
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@app.route('/api/data-generate', methods=['GET'])
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def get_data_generate():
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@@ -501,6 +509,7 @@ def delete_sys_config(id):
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if __name__ == '__main__':
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# 启动前先初始化数据库
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init_database()
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app_config = CONFIG['app']
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app.run(host=app_config['host'], port=app_config['port'], debug=app_config.get('debug', True))
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