Files
AIclinicalresearch/backend/scripts/check-dc-tables.mjs
HaHafeng f01981bf78 feat(dc/tool-c): 完成AI代码生成服务(Day 3 MVP)
核心功能:
- 新增AICodeService(550行):AI代码生成核心服务
- 新增AIController(257行):4个API端点
- 新增dc_tool_c_ai_history表:存储对话历史
- 实现自我修正机制:最多3次智能重试
- 集成LLMFactory:复用通用能力层
- 10个Few-shot示例:覆盖Level 1-4场景

技术优化:
- 修复NaN序列化问题(Python端转None)
- 修复数据传递问题(从Session获取真实数据)
- 优化System Prompt(明确环境信息)
- 调整Few-shot示例(移除import语句)

测试结果:
- 通过率:9/11(81.8%) 达到MVP标准
- 成功场景:缺失值处理、编码、分箱、BMI、筛选、填补、统计、分类
- 待优化:数值清洗、智能去重(已记录技术债务TD-C-006)

API端点:
- POST /api/v1/dc/tool-c/ai/generate(生成代码)
- POST /api/v1/dc/tool-c/ai/execute(执行代码)
- POST /api/v1/dc/tool-c/ai/process(生成并执行,一步到位)
- GET /api/v1/dc/tool-c/ai/history/:sessionId(对话历史)

文档更新:
- 新增Day 3开发完成总结(770行)
- 新增复杂场景优化技术债务(TD-C-006)
- 更新工具C当前状态文档
- 更新技术债务清单

影响范围:
- backend/src/modules/dc/tool-c/*(新增2个文件,更新1个文件)
- backend/scripts/create-tool-c-ai-history-table.mjs(新增)
- backend/prisma/schema.prisma(新增DcToolCAiHistory模型)
- extraction_service/services/dc_executor.py(NaN序列化修复)
- docs/03-业务模块/DC-数据清洗整理/*(5份文档更新)

Breaking Changes: 无

总代码行数:+950行

Refs: #Tool-C-Day3
2025-12-07 16:21:32 +08:00

204 lines
6.8 KiB
JavaScript
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/**
* DC模块数据库表检查脚本使用Prisma
*
* 验证dc_schema和4个表是否已创建
*/
import { PrismaClient } from '@prisma/client';
const prisma = new PrismaClient();
async function checkDCTables() {
try {
console.log('');
console.log('============================================================');
console.log('[DC模块] 数据库表检查');
console.log('============================================================');
console.log('');
console.log('✅ Prisma连接初始化成功');
console.log('');
// 1. 检查dc_schema是否存在
console.log('📋 检查1: dc_schema是否存在');
const schemaResult = await prisma.$queryRawUnsafe(`
SELECT schema_name
FROM information_schema.schemata
WHERE schema_name = 'dc_schema'
`);
if (schemaResult.length === 0) {
console.log('❌ dc_schema 不存在!');
console.log('');
console.log('💡 解决方案:');
console.log(' cd backend');
console.log(' npx prisma db push');
console.log('');
await prisma.$disconnect();
process.exit(1);
}
console.log('✅ dc_schema 存在');
console.log('');
// 2. 检查4个表是否存在
console.log('📋 检查2: DC模块的4个表是否存在');
console.log('');
const tables = [
{ name: 'dc_health_checks', display: '健康检查表', model: 'dCHealthCheck' },
{ name: 'dc_templates', display: '预设模板表', model: 'dCTemplate' },
{ name: 'dc_extraction_tasks', display: '提取任务表', model: 'dCExtractionTask' },
{ name: 'dc_extraction_items', display: '提取明细表', model: 'dCExtractionItem' },
];
let allTablesExist = true;
const missingTables = [];
const tableCounts = {};
for (const table of tables) {
try {
const tableResult = await prisma.$queryRawUnsafe(`
SELECT table_name
FROM information_schema.tables
WHERE table_schema = 'dc_schema'
AND table_name = '${table.name}'
`);
if (tableResult.length > 0) {
// 获取行数
const countResult = await prisma.$queryRawUnsafe(`
SELECT COUNT(*) as count FROM dc_schema.${table.name}
`);
const count = Number(countResult[0].count);
tableCounts[table.name] = count;
console.log(`${table.display} (${table.name})`);
console.log(` 记录数: ${count}`);
} else {
console.log(`${table.display} (${table.name}): 不存在`);
allTablesExist = false;
missingTables.push(table.name);
}
} catch (error) {
console.log(`${table.display} (${table.name}): 检查失败 - ${error.message}`);
allTablesExist = false;
missingTables.push(table.name);
}
}
console.log('');
// 3. 检查dc_templates是否有预设数据
if (allTablesExist) {
console.log('📋 检查3: dc_templates预设模板是否存在');
const templateCount = tableCounts['dc_templates'];
if (templateCount === 0) {
console.log('⚠️ dc_templates表为空没有预设模板');
console.log('');
console.log('💡 需要启动后端服务初始化预设模板:');
console.log(' cd backend');
console.log(' npm run dev');
console.log(' 启动时会自动seed 3个预设模板');
} else {
console.log(`✅ dc_templates已有 ${templateCount} 个预设模板`);
// 列出模板
try {
const templates = await prisma.$queryRawUnsafe(`
SELECT disease_type, report_type, display_name
FROM dc_schema.dc_templates
ORDER BY created_at
`);
if (templates.length > 0) {
console.log('');
console.log(' 预设模板列表:');
templates.forEach((t, i) => {
console.log(` ${i + 1}. ${t.display_name} (${t.disease_type}/${t.report_type})`);
});
}
} catch (error) {
console.log(' ⚠️ 无法获取模板详情');
}
}
console.log('');
}
// 4. 总结
console.log('============================================================');
console.log('[总结]');
console.log('============================================================');
console.log('');
if (allTablesExist) {
console.log('🎉 恭喜DC模块数据库表已全部创建');
console.log('');
console.log('✅ dc_schema: 存在');
console.log('✅ 4个数据表: 全部存在');
console.log('');
console.log('📊 数据统计:');
console.log(` - dc_health_checks: ${tableCounts['dc_health_checks']}`);
console.log(` - dc_templates: ${tableCounts['dc_templates']}`);
console.log(` - dc_extraction_tasks: ${tableCounts['dc_extraction_tasks']}`);
console.log(` - dc_extraction_items: ${tableCounts['dc_extraction_items']}`);
console.log('');
console.log('📌 下一步:');
if (tableCounts['dc_templates'] === 0) {
console.log(' 1. ⚠️ 启动后端初始化预设模板npm run dev');
console.log(' 2. 然后可以开始前端开发!');
} else {
console.log(' ✅ 可以开始前端开发了!');
}
console.log('');
await prisma.$disconnect();
process.exit(0);
} else {
console.log('⚠️ DC模块数据库表未完全创建');
console.log('');
console.log('❌ 缺少以下表:');
missingTables.forEach(t => console.log(` - ${t}`));
console.log('');
console.log('💡 解决方案:');
console.log(' cd backend');
console.log(' npx prisma db push');
console.log('');
await prisma.$disconnect();
process.exit(1);
}
} catch (error) {
console.error('');
console.error('❌ 检查失败:', error.message);
console.error('');
if (error.message.includes('connect') || error.message.includes('ECONNREFUSED')) {
console.error('💡 数据库连接失败,请确认:');
console.error(' 1. PostgreSQL服务是否已启动');
console.error(' 2. DATABASE_URL环境变量是否正确');
console.error(' 当前: ' + (process.env.DATABASE_URL || '未设置'));
console.error('');
console.error(' 期望格式:');
console.error(' postgresql://postgres:postgres123@localhost:5432/ai_clinical_research');
}
console.error('');
console.error('详细错误:');
console.error(error);
console.error('');
await prisma.$disconnect().catch(() => {});
process.exit(1);
}
}
// 执行检查
checkDCTables();