586 lines
18 KiB
Python
586 lines
18 KiB
Python
# -*- coding: utf-8 -*-
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"""
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网页端应用 - 个性化饮食推荐助手 + 背诵排序功能
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"""
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from flask import Flask, render_template, request, jsonify, session, Response
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import re
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import random
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import logging
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import json
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from pathlib import Path
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from datetime import datetime
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# 导入业务模块
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from core.base import BaseConfig, AppCore, ModuleManager, ModuleType, initialize_app
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from modules.data_collection import DataCollectionModule
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from modules.ai_analysis import AIAnalysisModule
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from modules.recommendation_engine import RecommendationEngine
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from modules.ocr_calorie_recognition import OCRCalorieRecognitionModule
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# 配置日志
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
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handlers=[
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logging.FileHandler('logs/web_app.log', encoding='utf-8'),
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logging.StreamHandler()
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]
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)
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logger = logging.getLogger(__name__)
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app = Flask(__name__)
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app.config['SECRET_KEY'] = 'your-secret-key-here'
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# 确保模板文件使用UTF-8编码读取
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app.jinja_env.auto_reload = True
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app.config['TEMPLATES_AUTO_RELOAD'] = True
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# 确保所有响应使用UTF-8编码
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@app.after_request
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def after_request(response):
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"""确保所有响应使用UTF-8编码"""
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response.headers['Content-Type'] = response.headers.get('Content-Type', 'text/html; charset=utf-8')
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if 'charset=' not in response.headers.get('Content-Type', ''):
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if response.headers.get('Content-Type', '').startswith('text/html'):
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response.headers['Content-Type'] = 'text/html; charset=utf-8'
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elif response.headers.get('Content-Type', '').startswith('application/json'):
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response.headers['Content-Type'] = 'application/json; charset=utf-8'
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return response
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# 初始化应用核心（延迟加载，避免在导入时就初始化）
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app_core = None
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config = None
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def get_app_core():
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"""获取应用核心实例（延迟初始化）"""
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global app_core, config
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if app_core is None:
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config = BaseConfig()
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if initialize_app(config):
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app_core = AppCore(config)
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# 注册所有模块
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module_manager = ModuleManager(config)
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module_manager.register_module(DataCollectionModule(config))
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module_manager.register_module(AIAnalysisModule(config))
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module_manager.register_module(RecommendationEngine(config))
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module_manager.register_module(OCRCalorieRecognitionModule(config))
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module_manager.initialize_all()
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app_core.module_manager = module_manager
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app_core.start()
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logger.info("应用核心初始化完成")
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else:
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logger.error("应用核心初始化失败")
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return app_core
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class RecitationSorter:
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"""背诵排序器"""
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def __init__(self):
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self.items = []
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def extract_items(self, text):
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"""从文本中提取背诵项目"""
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items = []
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# 方法1: 按行分割，过滤空行和无关行
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lines = text.strip().split('\n')
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for line in lines:
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line = line.strip()
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# 跳过空行
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if not line:
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continue
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# 跳过明显的表头行（包含"章节"、"知识点"等）
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if any(keyword in line for keyword in ['章节', '知识点', '选择题', '主观题', '完成', '划']):
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continue
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# 跳过页码行
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if re.match(r'^第\d+页', line) or re.match(r'^共\d+页', line):
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continue
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# 跳过说明文字
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if any(keyword in line for keyword in ['使用说明', '祝:', '凯程', '框架', '理解', '背诵']):
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continue
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# 提取知识点的几种模式
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# 模式1: 以数字或字母开头（如"1. 知识点"或"第一章 内容"）
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match = re.match(r'^[第]?[一二三四五六七八九十\d]+[章节]?\s*[：:、]?\s*(.+)', line)
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if match:
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item = match.group(1).strip()
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if item and len(item) > 1: # 至少2个字符才认为是有效知识点
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items.append(item)
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continue
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# 模式2: 以"-"或"•"开头的列表项
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match = re.match(r'^[-•]\s*(.+)', line)
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if match:
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item = match.group(1).strip()
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if item and len(item) > 1:
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items.append(item)
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continue
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# 模式3: 表格中的知识点（通常不包含特殊标记符）
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# 如果行中包含常见的中文标点，但不包含表格标记符，可能是知识点
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if len(line) > 2 and not re.match(r'^[✓×√✗\s]+$', line):
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# 检查是否包含常见的中文内容
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if re.search(r'[\u4e00-\u9fff]', line): # 包含中文
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# 排除明显的表格分隔符
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if not re.match(r'^[|+\-\s]+$', line):
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items.append(line)
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# 去重
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unique_items = []
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seen = set()
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for item in items:
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# 标准化：去除首尾空格，统一标点
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normalized = item.strip()
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if normalized and normalized not in seen:
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seen.add(normalized)
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unique_items.append(normalized)
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return unique_items
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def random_sort(self, items):
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"""随机排序项目"""
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shuffled = items.copy()
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random.shuffle(shuffled)
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return shuffled
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# 创建全局排序器实例
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sorter = RecitationSorter()
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@app.route('/')
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def index():
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"""首页"""
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return render_template('index.html', encoding='utf-8')
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@app.route('/recitation')
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def recitation():
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"""背诵排序页面"""
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return render_template('recitation.html', encoding='utf-8')
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@app.route('/data-collection')
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def data_collection():
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"""数据采集页面"""
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return render_template('data_collection.html', encoding='utf-8')
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@app.route('/recommendation')
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def recommendation():
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"""推荐页面"""
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return render_template('recommendation.html', encoding='utf-8')
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@app.route('/analysis')
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def analysis():
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"""分析页面"""
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return render_template('analysis.html', encoding='utf-8')
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@app.route('/api/extract', methods=['POST'])
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def extract_items():
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"""提取背诵项目API"""
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try:
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data = request.get_json()
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text = data.get('text', '')
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if not text:
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return jsonify({
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'success': False,
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'message': '请输入要处理的文本'
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}), 400
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# 提取项目
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items = sorter.extract_items(text)
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if not items:
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return jsonify({
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'success': False,
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'message': '未能识别到背诵内容，请检查文本格式'
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}), 400
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logger.info(f"提取到 {len(items)} 个背诵项目")
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return jsonify({
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'success': True,
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'items': items,
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'count': len(items)
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})
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except Exception as e:
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logger.error(f"提取项目失败: {e}")
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return jsonify({
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'success': False,
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'message': f'处理失败: {str(e)}'
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}), 500
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@app.route('/api/sort', methods=['POST'])
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def sort_items():
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"""随机排序API"""
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try:
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data = request.get_json()
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items = data.get('items', [])
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if not items:
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return jsonify({
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'success': False,
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'message': '请先提取背诵项目'
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}), 400
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# 随机排序
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sorted_items = sorter.random_sort(items)
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logger.info(f"对 {len(sorted_items)} 个项目进行随机排序")
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return jsonify({
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'success': True,
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'items': sorted_items,
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'count': len(sorted_items)
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})
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except Exception as e:
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logger.error(f"排序失败: {e}")
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return jsonify({
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'success': False,
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'message': f'排序失败: {str(e)}'
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}), 500
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@app.route('/api/export/sorted', methods=['POST'])
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def export_sorted():
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"""导出排序结果"""
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try:
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data = request.get_json()
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items = data.get('items', [])
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export_format = data.get('format', 'txt') # txt, json, csv
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if not items:
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return jsonify({
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'success': False,
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'message': '没有可导出的数据'
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}), 400
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if export_format == 'json':
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content = json.dumps({
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'items': items,
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'count': len(items),
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'export_time': datetime.now().strftime('%Y-%m-%d %H:%M:%S')
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}, ensure_ascii=False, indent=2)
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filename = f'背诵排序结果_{datetime.now().strftime("%Y%m%d_%H%M%S")}.json'
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mimetype = 'application/json; charset=utf-8'
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elif export_format == 'csv':
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import csv
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import io
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output = io.StringIO()
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writer = csv.writer(output)
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writer.writerow(['序号', '知识点'])
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for i, item in enumerate(items, 1):
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writer.writerow([i, item])
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content = output.getvalue()
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filename = f'背诵排序结果_{datetime.now().strftime("%Y%m%d_%H%M%S")}.csv'
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mimetype = 'text/csv; charset=utf-8'
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else: # txt
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content_lines = ['背诵排序结果', '=' * 50, '']
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for i, item in enumerate(items, 1):
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content_lines.append(f'{i}. {item}')
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content_lines.extend(['', '=' * 50, f'导出时间: {datetime.now().strftime("%Y-%m-%d %H:%M:%S")}'])
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content = '\n'.join(content_lines)
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filename = f'背诵排序结果_{datetime.now().strftime("%Y%m%d_%H%M%S")}.txt'
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mimetype = 'text/plain; charset=utf-8'
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response = Response(
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content.encode('utf-8'),
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mimetype=mimetype,
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headers={
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'Content-Disposition': f'attachment; filename="{filename}"'
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}
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)
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return response
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except Exception as e:
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logger.error(f"导出失败: {e}")
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return jsonify({
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'success': False,
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'message': f'导出失败: {str(e)}'
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}), 500
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# ==================== 业务功能API ====================
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@app.route('/api/user/login', methods=['POST'])
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def user_login():
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"""用户登录"""
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try:
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data = request.get_json()
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user_id = data.get('user_id', '').strip()
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if not user_id:
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return jsonify({
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'success': False,
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'message': '请输入用户ID'
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}), 400
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# 获取用户数据（如果不存在会自动创建）
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core = get_app_core()
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user_data = core.get_user_data(user_id)
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if user_data:
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session['user_id'] = user_id
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return jsonify({
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'success': True,
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'user_id': user_id,
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'name': user_data.profile.get('name', '未设置')
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})
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else:
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return jsonify({
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'success': False,
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'message': '用户数据获取失败'
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}), 500
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except Exception as e:
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logger.error(f"用户登录失败: {e}")
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return jsonify({
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'success': False,
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'message': f'登录失败: {str(e)}'
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}), 500
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@app.route('/api/user/register', methods=['POST'])
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def user_register():
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"""用户注册"""
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try:
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data = request.get_json()
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user_id = data.get('user_id', '').strip()
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name = data.get('name', '').strip()
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if not user_id or not name:
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return jsonify({
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'success': False,
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'message': '请输入用户ID和姓名'
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}), 400
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core = get_app_core()
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user_data = core.get_user_data(user_id)
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# 更新用户基本信息
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user_data.profile['name'] = name
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core.data_manager.save_user_data(user_data)
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session['user_id'] = user_id
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return jsonify({
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'success': True,
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'user_id': user_id,
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'name': name
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})
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except Exception as e:
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logger.error(f"用户注册失败: {e}")
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return jsonify({
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'success': False,
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'message': f'注册失败: {str(e)}'
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}), 500
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@app.route('/api/questionnaire/submit', methods=['POST'])
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def submit_questionnaire():
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"""提交问卷"""
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try:
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user_id = session.get('user_id') or request.json.get('user_id')
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if not user_id:
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return jsonify({
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'success': False,
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'message': '请先登录'
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}), 401
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data = request.get_json()
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questionnaire_type = data.get('type', 'basic') # basic, taste, physiological
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answers = data.get('answers', {})
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core = get_app_core()
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input_data = {
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'type': 'questionnaire',
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'questionnaire_type': questionnaire_type,
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'answers': answers
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}
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result = core.process_user_request(ModuleType.DATA_COLLECTION, input_data, user_id)
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if result and result.result.get('success', False):
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return jsonify({
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'success': True,
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'message': '问卷提交成功'
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})
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else:
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return jsonify({
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'success': False,
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'message': result.result.get('message', '问卷提交失败') if result else '处理失败'
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}), 500
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except Exception as e:
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logger.error(f"提交问卷失败: {e}")
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return jsonify({
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'success': False,
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'message': f'提交失败: {str(e)}'
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}), 500
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@app.route('/api/meal/record', methods=['POST'])
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def record_meal():
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"""记录餐食"""
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try:
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user_id = session.get('user_id') or request.json.get('user_id')
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if not user_id:
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return jsonify({
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'success': False,
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'message': '请先登录'
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}), 401
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data = request.get_json()
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meal_data = {
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'date': data.get('date', datetime.now().strftime('%Y-%m-%d')),
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'meal_type': data.get('meal_type', 'lunch'), # breakfast, lunch, dinner
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'foods': data.get('foods', []),
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'quantities': data.get('quantities', []),
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'calories': data.get('calories', 0),
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'satisfaction_score': data.get('satisfaction_score', 3),
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'notes': data.get('notes', '')
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}
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core = get_app_core()
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input_data = {
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'type': 'meal_record',
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**meal_data
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}
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result = core.process_user_request(ModuleType.DATA_COLLECTION, input_data, user_id)
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if result and result.result.get('success', False):
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return jsonify({
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'success': True,
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'message': '餐食记录成功'
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})
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else:
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return jsonify({
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'success': False,
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'message': result.result.get('message', '记录失败') if result else '处理失败'
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}), 500
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except Exception as e:
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logger.error(f"记录餐食失败: {e}")
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return jsonify({
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'success': False,
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'message': f'记录失败: {str(e)}'
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}), 500
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@app.route('/api/recommendation/get', methods=['POST'])
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def get_recommendations():
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"""获取餐食推荐"""
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try:
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user_id = session.get('user_id') or request.json.get('user_id')
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if not user_id:
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return jsonify({
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'success': False,
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'message': '请先登录'
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}), 401
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data = request.get_json()
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meal_type = data.get('meal_type', 'lunch')
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preferences = data.get('preferences', {})
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context = data.get('context', {})
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core = get_app_core()
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input_data = {
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'type': 'meal_recommendation',
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'meal_type': meal_type,
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'preferences': preferences,
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'context': context
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}
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result = core.process_user_request(ModuleType.RECOMMENDATION, input_data, user_id)
|
||
|
||
if result and result.result.get('success', False):
|
||
return jsonify({
|
||
'success': True,
|
||
'recommendations': result.result.get('recommendations', [])
|
||
})
|
||
else:
|
||
return jsonify({
|
||
'success': False,
|
||
'message': result.result.get('message', '推荐失败') if result else '处理失败',
|
||
'recommendations': []
|
||
}), 500
|
||
|
||
except Exception as e:
|
||
logger.error(f"获取推荐失败: {e}")
|
||
return jsonify({
|
||
'success': False,
|
||
'message': f'获取失败: {str(e)}',
|
||
'recommendations': []
|
||
}), 500
|
||
|
||
|
||
@app.route('/api/analysis/nutrition', methods=['POST'])
|
||
def analyze_nutrition():
|
||
"""营养分析"""
|
||
try:
|
||
user_id = session.get('user_id') or request.json.get('user_id')
|
||
if not user_id:
|
||
return jsonify({
|
||
'success': False,
|
||
'message': '请先登录'
|
||
}), 401
|
||
|
||
data = request.get_json()
|
||
meal_data = data.get('meal_data', {})
|
||
|
||
core = get_app_core()
|
||
input_data = {
|
||
'type': 'nutrition_analysis',
|
||
'meal_data': meal_data
|
||
}
|
||
|
||
result = core.process_user_request(ModuleType.USER_ANALYSIS, input_data, user_id)
|
||
|
||
if result and result.result.get('success', False):
|
||
return jsonify({
|
||
'success': True,
|
||
'analysis': result.result.get('analysis', {})
|
||
})
|
||
else:
|
||
return jsonify({
|
||
'success': False,
|
||
'message': result.result.get('message', '分析失败') if result else '处理失败'
|
||
}), 500
|
||
|
||
except Exception as e:
|
||
logger.error(f"营养分析失败: {e}")
|
||
return jsonify({
|
||
'success': False,
|
||
'message': f'分析失败: {str(e)}'
|
||
}), 500
|
||
|
||
|
||
@app.route('/health')
|
||
def health():
|
||
"""健康检查"""
|
||
return jsonify({'status': 'ok'})
|
||
|
||
|
||
if __name__ == '__main__':
|
||
# 创建必要的目录
|
||
Path('templates').mkdir(exist_ok=True)
|
||
Path('static').mkdir(exist_ok=True)
|
||
Path('logs').mkdir(exist_ok=True)
|
||
|
||
# 启动应用
|
||
app.run(debug=True, host='0.0.0.0', port=5000)
|