提交代码

mem/backen.sh

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+# 创建项目根目录
+mkdir quant-trading-backend
+
+# 进入项目根目录
+cd quant-trading-backend
+
+# 创建应用目录和子目录
+mkdir -p app/routes app/services app/utils
+
+# 创建测试目录和测试文件
+mkdir tests
+touch tests/__init__.py
+touch tests/test_config.py
+touch tests/test_data.py
+touch tests/test_evaluation.py
+touch tests/test_model.py
+
+# 创建应用的 __init__.py 文件
+touch app/__init__.py
+
+# 创建路由文件
+touch app/routes/__init__.py
+touch app/routes/config_routes.py
+touch app/routes/data_routes.py
+touch app/routes/evaluation_routes.py
+touch app/routes/model_routes.py
+
+# 创建服务文件
+touch app/services/__init__.py
+touch app/services/config_service.py
+touch app/services/data_service.py
+touch app/services/evaluation_service.py
+touch app/services/model_service.py
+
+# 创建工具文件
+touch app/utils/__init__.py
+touch app/utils/db_utils.py
+
+# 创建 requirements.txt 文件用于指定依赖
+touch requirements.txt
+
+# 创建环境变量文件
+touch .env
+touch .flaskenv
+
+# 创建 Flask 配置文件
+touch config.py
+
+# 创建 Flask 启动文件
+touch run.py
+
+# 输出目录结构
+tree

mem/platform.sh

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+# 创建项目目录
+mkdir quant-trading-platform
+
+# 进入项目目录
+cd quant-trading-platform
+
+# 创建组件目录和子目录
+mkdir -p components/ConfigEditor components/DataManagement components/ModelManagement components/Evaluation
+
+# 创建页面目录
+mkdir pages
+
+# 创建公共资源目录
+mkdir public
+
+# 创建样式目录
+mkdir styles
+
+# 创建工具函数目录
+mkdir utils
+
+# 创建配置Schema目录
+mkdir schemas
+
+# 创建组件文件
+touch components/ConfigEditor/ConfigEditor.js
+touch components/ConfigEditor/ConfigForm.js
+touch components/DataManagement/DataInitiator.js
+touch components/DataManagement/DataStatus.js
+touch components/ModelManagement/ModelTraining.js
+touch components/ModelManagement/TrainingStatus.js
+touch components/Evaluation/EvaluationResults.js
+touch components/Evaluation/PerformanceCharts.js
+
+# 创建页面文件
+touch pages/index.js
+touch pages/config.js
+touch pages/data.js
+touch pages/model.js
+touch pages/evaluation.js
+
+# 创建样式文件
+touch styles/globals.css
+
+# 创建工具函数文件
+touch utils/api.js
+
+# 创建配置Schema文件
+touch schemas/config-schema.json
+
+# 创建环境变量文件和配置文件
+touch .env
+touch next.config.js
+
+# 创建 package.json 和 README.md
+touch package.json
+touch README.md
+
+# 输出目录结构
+tree

mem/quant-trading-backend/.env

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+DATABASE_URI=mysql+pymysql://user:password@localhost/dbname

mem/quant-trading-backend/.flaskenv

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+FLASK_APP=run.py
+FLASK_ENV=development

mem/quant-trading-backend/app/__init__.py

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+# app/__init__.py
+from flask import Flask
+from .routes import config_routes, data_routes, evaluation_routes, model_routes
+
+def create_app():
+    app = Flask(__name__)
+    app.config.from_pyfile('config.py')
+
+    app.register_blueprint(config_routes.bp)
+    app.register_blueprint(data_routes.bp)
+    app.register_blueprint(evaluation_routes.bp)
+    app.register_blueprint(model_routes.bp)
+
+    return app

mem/quant-trading-backend/app/routes/config_routes.py

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+# app/routes/config_routes.py
+from flask import Blueprint, request, jsonify
+from ..services.config_service import get_config, save_config
+
+bp = Blueprint('config', __name__, url_prefix='/api/config')
+
+@bp.route('/', methods=['GET'])
+def get_configuration():
+    # 获取配置信息
+    config = get_config()
+    return jsonify(config), 200
+
+@bp.route('/', methods=['POST'])
+def update_configuration():
+    # 更新配置信息
+    config_data = request.get_json()
+    save_config(config_data)
+    return jsonify({"message": "Configuration updated successfully"}), 200

mem/quant-trading-backend/app/routes/data_routes.py

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+# app/routes/data_routes.py
+from flask import Blueprint, jsonify
+from ..services.data_service import initiate_data_process, get_data_history
+
+bp = Blueprint('data', __name__, url_prefix='/api/data')
+
+@bp.route('/initiate', methods=['POST'])
+def initiate_data():
+    # 启动数据处理流程
+    initiate_data_process()
+    return jsonify({"message": "Data process initiated"}), 200
+
+@bp.route('/history', methods=['GET'])
+def data_history():
+    # 获取数据处理历史
+    history = get_data_history()
+    return jsonify(history), 200

mem/quant-trading-backend/app/routes/evaluation_routes.py

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+# app/routes/evaluation_routes.py
+from flask import Blueprint, jsonify
+from ..services.evaluation_service import get_evaluation_results
+
+bp = Blueprint('evaluation', __name__, url_prefix='/api/evaluation')
+
+@bp.route('/results', methods=['GET'])
+def evaluation_results():
+    # 获取评估结果
+    results = get_evaluation_results()
+    return jsonify(results), 200

mem/quant-trading-backend/app/routes/model_routes.py

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+# app/routes/model_routes.py
+from flask import Blueprint, jsonify
+from ..services.model_service import start_model_training, get_training_status
+
+bp = Blueprint('model', __name__, url_prefix='/api/model')
+
+@bp.route('/train', methods=['POST'])
+def train_model():
+    # 启动模型训练
+    start_model_training()
+    return jsonify({"message": "Model training started"}), 200
+
+@bp.route('/status', methods=['GET'])
+def training_status():
+    # 获取模型训练状态
+    status = get_training_status()
+    return jsonify(status), 200

mem/quant-trading-backend/app/services/config_service.py

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+# app/services/config_service.py
+
+def get_config():
+    # 这里应该是获取配置的逻辑
+    return {"tradingStrategy": "meanReversion"}
+
+def save_config(config_data):
+    # 这里应该是保存配置的逻辑
+    pass

mem/quant-trading-backend/app/services/data_service.py

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+# app/services/data_service.py
+
+def initiate_data_process():
+    # 这里应该是启动数据处理流程的逻辑
+    pass
+
+def get_data_history():
+    # 这里应该是获取数据处理历史的逻辑
+    return [{"timestamp": "2021-01-01T00:00:00", "status": "Completed"}]

mem/quant-trading-backend/app/services/evaluation_service.py

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+# app/services/evaluation_service.py
+
+def get_evaluation_results():
+    # 这里应该是获取评估结果的逻辑
+    return [{"metric": "Accuracy", "value": 0.95}]

mem/quant-trading-backend/app/services/model_service.py

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+# app/services/model_service.py
+
+def start_model_training():
+    # 这里应该是启动模型训练的逻辑
+    pass
+
+def get_training_status():
+    # 这里应该是获取模型训练状态的逻辑
+    return {"status": "Training", "progress": 50}

mem/quant-trading-backend/app/utils/db_utils.py

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+# app/utils/db_utils.py
+from flask_sqlalchemy import SQLAlchemy
+from flask import current_app
+
+# 初始化 SQLAlchemy，可以在 app/__init__.py 中完成
+db = SQLAlchemy()
+
+def get_db():
+    """获取当前应用的数据库对象"""
+    return db
+
+def init_db(app):
+    """初始化数据库"""
+    app.config['SQLALCHEMY_DATABASE_URI'] = current_app.config['DATABASE_URI']
+    app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
+    db.init_app(app)
+
+# 示例模型
+class Config(db.Model):
+    id = db.Column(db.Integer, primary_key=True)
+    trading_strategy = db.Column(db.String(50), nullable=False)
+    max_drawdown = db.Column(db.Float, nullable=False)
+    stop_loss = db.Column(db.Float, nullable=False)
+
+    # 添加更多字段和方法根据需要
+
+def create_tables():
+    """创建数据库表"""
+    with current_app.app_context():
+        db.create_all()
+
+def drop_tables():
+    """删除数据库表"""
+    with current_app.app_context():
+        db.drop_all()
+
+# 数据库操作示例
+def get_config_by_id(config_id):
+    return Config.query.get(config_id)
+
+def add_new_config(trading_strategy, max_drawdown, stop_loss):
+    new_config = Config(trading_strategy=trading_strategy, max_drawdown=max_drawdown, stop_loss=stop_loss)
+    db.session.add(new_config)
+    db.session.commit()
+    return new_config
+
+def update_config(config_id, **kwargs):
+    config = get_config_by_id(config_id)
+    if config:
+        for key, value in kwargs.items():
+            setattr(config, key, value)
+        db.session.commit()
+    return config
+
+def delete_config(config_id):
+    config = get_config_by_id(config_id)
+    if config:
+        db.session.delete(config)
+        db.session.commit()

mem/quant-trading-backend/requirements.txt

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+Flask==2.0.1

mem/quant-trading-backend/run.py

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+# run.py
+from app import create_app
+
+app = create_app()
+
+if __name__ == "__main__":
+    app.run()

mem/quant-trading-platform/.env

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+NEXT_PUBLIC_API_BASE_URL=https://api.example.com
+ANOTHER_ENV_VARIABLE=theValue

mem/quant-trading-platform/components/ConfigEditor/ConfigEditor.js

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+// components/ConfigEditor/ConfigEditor.js
+import React, { useState, useEffect } from 'react';
+import { fetchConfig, saveConfig } from '../../utils/api';
+import ConfigForm from './ConfigForm';
+
+const ConfigEditor = () => {
+  const [configData, setConfigData] = useState(null);
+
+  useEffect(() => {
+    const loadConfig = async () => {
+      try {
+        const data = await fetchConfig();
+        setConfigData(data);
+      } catch (error) {
+        console.error('Error loading config:', error);
+        // Handle error appropriately
+      }
+    };
+
+    loadConfig();
+  }, []);
+
+  const handleSave = async (updatedConfig) => {
+    try {
+      await saveConfig(updatedConfig);
+      alert('Config saved successfully!');
+    } catch (error) {
+      console.error('Error saving config:', error);
+      // Handle error appropriately
+    }
+  };
+
+  return (
+    <div>
+      {configData ? (
+        <ConfigForm configData={configData} onSave={handleSave} />
+      ) : (
+        <p>Loading configuration...</p>
+      )}
+    </div>
+  );
+};
+
+export default ConfigEditor;