Files
AIclinicalresearch/backend/scripts/check-dc-tables.mjs
HaHafeng dfc472810b feat(iit-manager): Integrate Dify knowledge base for hybrid retrieval
Completed features:
- Created Dify dataset (Dify_test0102) with 2 processed documents
- Linked test0102 project with Dify dataset ID
- Extended intent detection to recognize query_protocol intent
- Implemented queryDifyKnowledge method (semantic search Top 5)
- Integrated hybrid retrieval (REDCap data + Dify documents)
- Fixed AI hallucination bugs (intent detection + API field path)
- Developed debugging scripts
- Completed end-to-end testing (5 scenarios passed)
- Generated comprehensive documentation (600+ lines)
- Updated development plans and module status

Technical highlights:
- Single project single knowledge base architecture
- Smart routing based on user intent
- Prevent AI hallucination by injecting real data/documents
- Session memory for multi-turn conversations
- Reused LLMFactory for DeepSeek-V3 integration

Bug fixes:
- Fixed intent detection missing keywords
- Fixed Dify API response field path error

Testing: All scenarios verified in WeChat production environment

Status: Fully tested and deployed
2026-01-04 15:44:11 +08:00

240 lines
6.8 KiB
JavaScript
Raw Blame History

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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();