517 lines
18 KiB
Python
517 lines
18 KiB
Python
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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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优化历史功能腾讯云数据库部署脚本
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自动创建表结构、验证连接、执行数据迁移
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"""
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import pymysql
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import sys
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import os
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from datetime import datetime
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import json
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# 腾讯云数据库配置
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TENCENT_DB_CONFIG = {
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'host': 'gz-cynosdbmysql-grp-d26pzce5.sql.tencentcdb.com',
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'port': 24936,
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'user': 'root',
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'password': '!Rjb12191',
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'database': 'pro_db',
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'charset': 'utf8mb4'
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}
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def connect_to_tencent_db():
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"""连接到腾讯云数据库"""
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try:
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connection = pymysql.connect(**TENCENT_DB_CONFIG)
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print("✅ 成功连接到腾讯云数据库")
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return connection
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except Exception as e:
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print(f"❌ 连接腾讯云数据库失败: {str(e)}")
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return None
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def check_table_exists(cursor, table_name):
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"""检查表是否存在"""
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try:
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cursor.execute(f"SHOW TABLES LIKE '{table_name}'")
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result = cursor.fetchone()
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return result is not None
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except Exception as e:
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print(f"❌ 检查表 {table_name} 失败: {str(e)}")
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return False
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def create_history_tables(cursor):
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"""创建历史记录相关表"""
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print("\n" + "="*50)
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print("开始创建历史记录表结构")
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print("="*50)
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# 1. 创建历史记录主表
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print("\n1. 创建 prompt_history 表...")
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create_prompt_history_sql = """
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CREATE TABLE IF NOT EXISTS prompt_history (
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id INT PRIMARY KEY AUTO_INCREMENT COMMENT '主键ID',
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user_id INT NOT NULL COMMENT '用户ID',
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wx_user_id INT COMMENT '微信用户ID',
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original_input TEXT NOT NULL COMMENT '原始输入',
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generated_prompt TEXT NOT NULL COMMENT '生成的提示词',
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template_id INT COMMENT '使用的模板ID',
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template_name VARCHAR(100) COMMENT '模板名称',
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generation_time INT COMMENT '生成耗时(毫秒)',
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satisfaction_rating TINYINT COMMENT '满意度评分(1-5)',
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tags JSON COMMENT '标签列表',
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is_favorite BOOLEAN DEFAULT FALSE COMMENT '是否收藏',
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
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updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
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INDEX idx_user_id (user_id),
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INDEX idx_wx_user_id (wx_user_id),
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INDEX idx_created_at (created_at),
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INDEX idx_template_id (template_id),
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INDEX idx_is_favorite (is_favorite),
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INDEX idx_satisfaction_rating (satisfaction_rating)
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='提示词历史记录表'
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"""
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try:
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cursor.execute(create_prompt_history_sql)
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print(" ✅ prompt_history 表创建成功")
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except Exception as e:
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print(f" ❌ 创建 prompt_history 表失败: {str(e)}")
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return False
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# 2. 创建历史标签表
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print("\n2. 创建 history_tags 表...")
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create_history_tags_sql = """
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CREATE TABLE IF NOT EXISTS history_tags (
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id INT PRIMARY KEY AUTO_INCREMENT COMMENT '主键ID',
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history_id INT NOT NULL COMMENT '历史记录ID',
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tag_name VARCHAR(50) NOT NULL COMMENT '标签名称',
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tag_type VARCHAR(20) DEFAULT 'custom' COMMENT '标签类型',
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
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INDEX idx_history_id (history_id),
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INDEX idx_tag_name (tag_name),
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INDEX idx_tag_type (tag_type)
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='历史记录标签表'
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"""
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try:
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cursor.execute(create_history_tags_sql)
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print(" ✅ history_tags 表创建成功")
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except Exception as e:
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print(f" ❌ 创建 history_tags 表失败: {str(e)}")
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return False
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# 3. 创建用户统计表
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print("\n3. 创建 user_statistics 表...")
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create_user_statistics_sql = """
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CREATE TABLE IF NOT EXISTS user_statistics (
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id INT PRIMARY KEY AUTO_INCREMENT COMMENT '主键ID',
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user_id INT UNIQUE NOT NULL COMMENT '用户ID',
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total_generations INT DEFAULT 0 COMMENT '总生成数',
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favorite_count INT DEFAULT 0 COMMENT '收藏数',
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avg_rating DECIMAL(3,2) DEFAULT 0.00 COMMENT '平均评分',
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last_generation_at TIMESTAMP NULL COMMENT '最后生成时间',
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
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updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
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INDEX idx_user_id (user_id),
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INDEX idx_total_generations (total_generations),
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INDEX idx_last_generation_at (last_generation_at)
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) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='用户统计信息表'
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"""
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try:
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cursor.execute(create_user_statistics_sql)
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print(" ✅ user_statistics 表创建成功")
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except Exception as e:
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print(f" ❌ 创建 user_statistics 表失败: {str(e)}")
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return False
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return True
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def create_foreign_keys(cursor):
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"""创建外键约束"""
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print("\n4. 创建外键约束...")
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# 检查相关表是否存在
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tables_to_check = ['user', 'wx_user', 'prompt_template']
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existing_tables = []
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for table in tables_to_check:
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if check_table_exists(cursor, table):
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existing_tables.append(table)
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print(f" ✅ 找到表: {table}")
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else:
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print(f" ⚠️ 表不存在: {table}")
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# 创建外键约束
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foreign_keys = [
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{
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'name': 'fk_prompt_history_user_id',
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'table': 'prompt_history',
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'column': 'user_id',
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'ref_table': 'user',
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'ref_column': 'uid',
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'on_delete': 'CASCADE'
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},
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{
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'name': 'fk_prompt_history_wx_user_id',
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'table': 'prompt_history',
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'column': 'wx_user_id',
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'ref_table': 'wx_user',
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'ref_column': 'id',
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'on_delete': 'SET NULL'
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},
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{
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'name': 'fk_prompt_history_template_id',
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'table': 'prompt_history',
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'column': 'template_id',
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'ref_table': 'prompt_template',
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'ref_column': 'id',
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'on_delete': 'SET NULL'
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}
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]
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for fk in foreign_keys:
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if fk['ref_table'] in existing_tables:
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try:
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sql = f"""
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ALTER TABLE {fk['table']}
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ADD CONSTRAINT {fk['name']}
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FOREIGN KEY ({fk['column']})
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REFERENCES {fk['ref_table']}({fk['ref_column']})
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ON DELETE {fk['on_delete']}
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"""
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cursor.execute(sql)
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print(f" ✅ 外键约束 {fk['name']} 创建成功")
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except Exception as e:
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print(f" ⚠️ 外键约束 {fk['name']} 创建失败: {str(e)}")
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else:
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print(f" ⚠️ 跳过外键约束 {fk['name']} (引用表 {fk['ref_table']} 不存在)")
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def create_views(cursor):
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"""创建统计视图"""
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print("\n5. 创建统计视图...")
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create_statistics_view_sql = """
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CREATE OR REPLACE VIEW history_statistics AS
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SELECT
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h.user_id,
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COUNT(*) as total_count,
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COUNT(CASE WHEN h.is_favorite = TRUE THEN 1 END) as favorite_count,
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AVG(h.satisfaction_rating) as avg_rating,
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MAX(h.created_at) as last_generation_at,
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COUNT(CASE WHEN h.created_at >= DATE_SUB(NOW(), INTERVAL 7 DAY) THEN 1 END) as week_count,
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COUNT(CASE WHEN h.created_at >= DATE_SUB(NOW(), INTERVAL 30 DAY) THEN 1 END) as month_count
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FROM prompt_history h
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GROUP BY h.user_id
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"""
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try:
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cursor.execute(create_statistics_view_sql)
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print(" ✅ 统计视图 history_statistics 创建成功")
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except Exception as e:
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print(f" ❌ 创建统计视图失败: {str(e)}")
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def create_stored_procedures(cursor):
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"""创建存储过程"""
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print("\n6. 创建存储过程...")
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# 清理旧数据的存储过程
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cleanup_procedure_sql = """
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CREATE PROCEDURE CleanOldHistory(IN days_to_keep INT)
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BEGIN
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DECLARE EXIT HANDLER FOR SQLEXCEPTION
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BEGIN
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ROLLBACK;
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RESIGNAL;
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END;
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START TRANSACTION;
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-- 删除指定天数前的历史记录
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DELETE FROM prompt_history
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WHERE created_at < DATE_SUB(NOW(), INTERVAL days_to_keep DAY);
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-- 更新用户统计
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UPDATE user_statistics us
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SET
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total_generations = (
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SELECT COUNT(*) FROM prompt_history h
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WHERE h.user_id = us.user_id
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),
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favorite_count = (
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SELECT COUNT(*) FROM prompt_history h
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WHERE h.user_id = us.user_id AND h.is_favorite = TRUE
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),
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avg_rating = (
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SELECT AVG(h.satisfaction_rating) FROM prompt_history h
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WHERE h.user_id = us.user_id AND h.satisfaction_rating IS NOT NULL
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),
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last_generation_at = (
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SELECT MAX(h.created_at) FROM prompt_history h
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WHERE h.user_id = us.user_id
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),
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updated_at = NOW()
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WHERE us.user_id IN (
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SELECT DISTINCT user_id FROM prompt_history
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);
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COMMIT;
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END
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"""
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try:
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cursor.execute(cleanup_procedure_sql)
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print(" ✅ 存储过程 CleanOldHistory 创建成功")
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except Exception as e:
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print(f" ❌ 创建存储过程失败: {str(e)}")
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def create_triggers(cursor):
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"""创建触发器"""
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print("\n7. 创建触发器...")
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# 插入触发器
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insert_trigger_sql = """
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CREATE TRIGGER update_user_stats_after_insert
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AFTER INSERT ON prompt_history
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FOR EACH ROW
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BEGIN
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INSERT INTO user_statistics (user_id, total_generations, favorite_count, avg_rating, last_generation_at)
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VALUES (NEW.user_id, 1, IF(NEW.is_favorite, 1, 0), NEW.satisfaction_rating, NEW.created_at)
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ON DUPLICATE KEY UPDATE
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total_generations = total_generations + 1,
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favorite_count = favorite_count + IF(NEW.is_favorite, 1, 0),
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avg_rating = (
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SELECT AVG(satisfaction_rating)
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FROM prompt_history
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WHERE user_id = NEW.user_id AND satisfaction_rating IS NOT NULL
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),
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last_generation_at = NEW.created_at,
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updated_at = NOW();
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END
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"""
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# 更新触发器
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update_trigger_sql = """
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CREATE TRIGGER update_user_stats_after_update
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AFTER UPDATE ON prompt_history
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FOR EACH ROW
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BEGIN
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UPDATE user_statistics
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SET
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total_generations = (
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SELECT COUNT(*) FROM prompt_history WHERE user_id = NEW.user_id
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),
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favorite_count = (
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SELECT COUNT(*) FROM prompt_history
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WHERE user_id = NEW.user_id AND is_favorite = TRUE
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),
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avg_rating = (
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SELECT AVG(satisfaction_rating) FROM prompt_history
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WHERE user_id = NEW.user_id AND satisfaction_rating IS NOT NULL
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),
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updated_at = NOW()
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WHERE user_id = NEW.user_id;
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END
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"""
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# 删除触发器
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delete_trigger_sql = """
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CREATE TRIGGER update_user_stats_after_delete
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AFTER DELETE ON prompt_history
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FOR EACH ROW
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BEGIN
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UPDATE user_statistics
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SET
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total_generations = (
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SELECT COUNT(*) FROM prompt_history WHERE user_id = OLD.user_id
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),
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favorite_count = (
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SELECT COUNT(*) FROM prompt_history
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WHERE user_id = OLD.user_id AND is_favorite = TRUE
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),
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avg_rating = (
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SELECT AVG(satisfaction_rating) FROM prompt_history
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WHERE user_id = OLD.user_id AND satisfaction_rating IS NOT NULL
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),
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updated_at = NOW()
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WHERE user_id = OLD.user_id;
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END
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"""
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triggers = [
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("update_user_stats_after_insert", insert_trigger_sql),
|
||
|
|
("update_user_stats_after_update", update_trigger_sql),
|
||
|
|
("update_user_stats_after_delete", delete_trigger_sql)
|
||
|
|
]
|
||
|
|
|
||
|
|
for trigger_name, trigger_sql in triggers:
|
||
|
|
try:
|
||
|
|
cursor.execute(trigger_sql)
|
||
|
|
print(f" ✅ 触发器 {trigger_name} 创建成功")
|
||
|
|
except Exception as e:
|
||
|
|
print(f" ❌ 创建触发器 {trigger_name} 失败: {str(e)}")
|
||
|
|
|
||
|
|
def verify_deployment(cursor):
|
||
|
|
"""验证部署结果"""
|
||
|
|
print("\n" + "="*50)
|
||
|
|
print("验证部署结果")
|
||
|
|
print("="*50)
|
||
|
|
|
||
|
|
# 检查表是否存在
|
||
|
|
tables_to_check = ['prompt_history', 'history_tags', 'user_statistics']
|
||
|
|
|
||
|
|
for table in tables_to_check:
|
||
|
|
if check_table_exists(cursor, table):
|
||
|
|
print(f"✅ 表 {table} 存在")
|
||
|
|
|
||
|
|
# 获取表结构信息
|
||
|
|
try:
|
||
|
|
cursor.execute(f"DESCRIBE {table}")
|
||
|
|
columns = cursor.fetchall()
|
||
|
|
print(f" 列数: {len(columns)}")
|
||
|
|
except Exception as e:
|
||
|
|
print(f" ⚠️ 无法获取表结构: {str(e)}")
|
||
|
|
else:
|
||
|
|
print(f"❌ 表 {table} 不存在")
|
||
|
|
|
||
|
|
# 检查视图
|
||
|
|
try:
|
||
|
|
cursor.execute("SHOW TABLES LIKE 'history_statistics'")
|
||
|
|
if cursor.fetchone():
|
||
|
|
print("✅ 视图 history_statistics 存在")
|
||
|
|
else:
|
||
|
|
print("❌ 视图 history_statistics 不存在")
|
||
|
|
except Exception as e:
|
||
|
|
print(f"⚠️ 检查视图失败: {str(e)}")
|
||
|
|
|
||
|
|
# 检查存储过程
|
||
|
|
try:
|
||
|
|
cursor.execute("SHOW PROCEDURE STATUS WHERE Name = 'CleanOldHistory'")
|
||
|
|
if cursor.fetchone():
|
||
|
|
print("✅ 存储过程 CleanOldHistory 存在")
|
||
|
|
else:
|
||
|
|
print("❌ 存储过程 CleanOldHistory 不存在")
|
||
|
|
except Exception as e:
|
||
|
|
print(f"⚠️ 检查存储过程失败: {str(e)}")
|
||
|
|
|
||
|
|
def create_sample_data(cursor):
|
||
|
|
"""创建示例数据"""
|
||
|
|
print("\n8. 创建示例数据...")
|
||
|
|
|
||
|
|
# 检查是否已有数据
|
||
|
|
cursor.execute("SELECT COUNT(*) FROM prompt_history")
|
||
|
|
count = cursor.fetchone()[0]
|
||
|
|
|
||
|
|
if count > 0:
|
||
|
|
print(f" ⚠️ 表中已有 {count} 条记录，跳过示例数据创建")
|
||
|
|
return
|
||
|
|
|
||
|
|
# 创建示例历史记录
|
||
|
|
sample_data = [
|
||
|
|
{
|
||
|
|
'user_id': 1,
|
||
|
|
'original_input': '请帮我写一个关于人工智能的提示词',
|
||
|
|
'generated_prompt': '你是一位专业的人工智能专家，请详细分析人工智能的发展趋势、应用领域和未来前景。',
|
||
|
|
'template_id': 1,
|
||
|
|
'template_name': 'AI专家助手',
|
||
|
|
'generation_time': 1500,
|
||
|
|
'satisfaction_rating': 4,
|
||
|
|
'tags': '["AI", "技术", "分析"]',
|
||
|
|
'is_favorite': False
|
||
|
|
},
|
||
|
|
{
|
||
|
|
'user_id': 1,
|
||
|
|
'original_input': '帮我写一个产品经理的工作提示词',
|
||
|
|
'generated_prompt': '你是一位资深的产品经理，请从用户需求、市场分析、产品设计等角度提供专业建议。',
|
||
|
|
'template_id': 2,
|
||
|
|
'template_name': '产品经理助手',
|
||
|
|
'generation_time': 1200,
|
||
|
|
'satisfaction_rating': 5,
|
||
|
|
'tags': '["产品", "管理", "分析"]',
|
||
|
|
'is_favorite': True
|
||
|
|
}
|
||
|
|
]
|
||
|
|
|
||
|
|
for data in sample_data:
|
||
|
|
try:
|
||
|
|
sql = """
|
||
|
|
INSERT INTO prompt_history
|
||
|
|
(user_id, original_input, generated_prompt, template_id, template_name,
|
||
|
|
generation_time, satisfaction_rating, tags, is_favorite)
|
||
|
|
VALUES (%(user_id)s, %(original_input)s, %(generated_prompt)s, %(template_id)s,
|
||
|
|
%(template_name)s, %(generation_time)s, %(satisfaction_rating)s, %(tags)s, %(is_favorite)s)
|
||
|
|
"""
|
||
|
|
cursor.execute(sql, data)
|
||
|
|
print(f" ✅ 插入示例数据: {data['original_input'][:30]}...")
|
||
|
|
except Exception as e:
|
||
|
|
print(f" ❌ 插入示例数据失败: {str(e)}")
|
||
|
|
|
||
|
|
def main():
|
||
|
|
"""主函数"""
|
||
|
|
print("🚀 开始部署优化历史功能到腾讯云数据库")
|
||
|
|
print("="*60)
|
||
|
|
print(f"部署时间: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")
|
||
|
|
print(f"目标数据库: {TENCENT_DB_CONFIG['host']}:{TENCENT_DB_CONFIG['port']}")
|
||
|
|
print(f"数据库名: {TENCENT_DB_CONFIG['database']}")
|
||
|
|
print("="*60)
|
||
|
|
|
||
|
|
# 连接数据库
|
||
|
|
connection = connect_to_tencent_db()
|
||
|
|
if not connection:
|
||
|
|
print("❌ 无法连接到数据库，部署终止")
|
||
|
|
sys.exit(1)
|
||
|
|
|
||
|
|
try:
|
||
|
|
cursor = connection.cursor()
|
||
|
|
|
||
|
|
# 执行部署步骤
|
||
|
|
if not create_history_tables(cursor):
|
||
|
|
print("❌ 创建表失败，部署终止")
|
||
|
|
return
|
||
|
|
|
||
|
|
create_foreign_keys(cursor)
|
||
|
|
create_views(cursor)
|
||
|
|
create_stored_procedures(cursor)
|
||
|
|
create_triggers(cursor)
|
||
|
|
create_sample_data(cursor)
|
||
|
|
|
||
|
|
# 提交所有更改
|
||
|
|
connection.commit()
|
||
|
|
print("\n✅ 所有数据库更改已提交")
|
||
|
|
|
||
|
|
# 验证部署
|
||
|
|
verify_deployment(cursor)
|
||
|
|
|
||
|
|
print("\n" + "="*60)
|
||
|
|
print("🎉 优化历史功能部署完成！")
|
||
|
|
print("="*60)
|
||
|
|
print("📋 部署摘要:")
|
||
|
|
print(" ✅ 历史记录表 (prompt_history)")
|
||
|
|
print(" ✅ 标签表 (history_tags)")
|
||
|
|
print(" ✅ 统计表 (user_statistics)")
|
||
|
|
print(" ✅ 统计视图 (history_statistics)")
|
||
|
|
print(" ✅ 存储过程 (CleanOldHistory)")
|
||
|
|
print(" ✅ 自动触发器")
|
||
|
|
print(" ✅ 示例数据")
|
||
|
|
print("\n🔗 访问地址:")
|
||
|
|
print(" 历史页面: http://localhost:5002/history")
|
||
|
|
print(" API接口: http://localhost:5002/api/history")
|
||
|
|
|
||
|
|
except Exception as e:
|
||
|
|
print(f"❌ 部署过程中发生错误: {str(e)}")
|
||
|
|
connection.rollback()
|
||
|
|
sys.exit(1)
|
||
|
|
|
||
|
|
finally:
|
||
|
|
cursor.close()
|
||
|
|
connection.close()
|
||
|
|
print("\n🔌 数据库连接已关闭")
|
||
|
|
|
||
|
|
if __name__ == "__main__":
|
||
|
|
main()
|