AIclinicalresearch/backend/debug-qc-field-mismatch.ts

/**
 * 调试脚本：诊断字段获取问题
 * 
 * 问题：
 * 1. Record 1 有 age=21，但质控显示空
 * 2. Record 3 应该有年龄但 API 返回无
 */
import { PrismaClient } from '@prisma/client';
import { RedcapAdapter } from './src/modules/iit-manager/adapters/RedcapAdapter.js';
import jsonLogic from 'json-logic-js';

const prisma = new PrismaClient();

async function main() {
  console.log('='.repeat(60));
  console.log('🔍 字段获取问题诊断');
  console.log('='.repeat(60));

  // 1. 获取项目配置
  const project = await prisma.iitProject.findFirst({
    where: { name: { contains: 'test0207' } },
  });

  if (!project) {
    console.log('❌ 未找到项目');
    await prisma.$disconnect();
    return;
  }

  // 2. 获取质控规则配置
  const skill = await prisma.iitSkill.findFirst({
    where: { projectId: project.id, isActive: true },
  });

  if (!skill) {
    console.log('❌ 未找到激活的 Skill');
    await prisma.$disconnect();
    return;
  }

  const config = skill.config as any;
  const rules = config?.rules || [];

  console.log('\n📋 质控规则中的字段配置:');
  for (const rule of rules) {
    console.log(`  ${rule.name}:`);
    console.log(`    field: "${rule.field}"`);
    console.log(`    logic: ${JSON.stringify(rule.logic)}`);
  }

  // 3. 从 REDCap 获取原始数据（检查 Record 1 和 Record 3）
  const adapter = new RedcapAdapter(project.redcapUrl, project.redcapApiToken);

  console.log('\n' + '='.repeat(60));
  console.log('📊 检查 Record 1 的原始 REDCap 数据');
  console.log('='.repeat(60));

  // 获取 Record 1 的原始记录（不合并）
  const rawRecords1 = await adapter.exportRecords({ records: ['1'] });
  console.log(`\nRecord 1 原始记录数: ${rawRecords1.length} (多事件)`);
  for (const r of rawRecords1) {
    console.log(`  事件: ${r.redcap_event_name || '(无)'}`);
    console.log(`    age: ${r.age !== undefined ? r.age : '(字段不存在)'}`);
    console.log(`    date_of_birth: ${r.date_of_birth || '(空)'}`);
  }

  // 获取 Record 1 合并后的数据
  const merged1 = await adapter.getRecordById('1');
  console.log(`\nRecord 1 合并后数据:`);
  console.log(`  age: ${merged1?.age}`);
  console.log(`  date_of_birth: ${merged1?.date_of_birth}`);

  console.log('\n' + '='.repeat(60));
  console.log('📊 检查 Record 3 的原始 REDCap 数据');
  console.log('='.repeat(60));

  const rawRecords3 = await adapter.exportRecords({ records: ['3'] });
  console.log(`\nRecord 3 原始记录数: ${rawRecords3.length} (多事件)`);
  for (const r of rawRecords3) {
    console.log(`  事件: ${r.redcap_event_name || '(无)'}`);
    console.log(`    age: ${r.age !== undefined ? r.age : '(字段不存在)'}`);
    console.log(`    date_of_birth: ${r.date_of_birth || '(空)'}`);
  }

  const merged3 = await adapter.getRecordById('3');
  console.log(`\nRecord 3 合并后数据:`);
  console.log(`  age: ${merged3?.age}`);
  console.log(`  date_of_birth: ${merged3?.date_of_birth}`);

  // 4. 模拟质控规则执行，看看哪里出问题
  console.log('\n' + '='.repeat(60));
  console.log('📊 模拟质控规则执行 (Record 1)');
  console.log('='.repeat(60));

  // 找到年龄规则
  const ageRule = rules.find((r: any) => r.name.includes('年龄'));
  if (ageRule && merged1) {
    console.log(`\n规则: ${ageRule.name}`);
    console.log(`  field: "${ageRule.field}"`);
    console.log(`  logic: ${JSON.stringify(ageRule.logic)}`);
    
    // 检查字段值
    const fieldValue = merged1[ageRule.field];
    console.log(`\n  从数据中获取 "${ageRule.field}" 的值: ${fieldValue} (类型: ${typeof fieldValue})`);
    
    // 尝试执行 JSON Logic
    try {
      const result = jsonLogic.apply(ageRule.logic, merged1);
      console.log(`  JSON Logic 执行结果: ${result}`);
    } catch (error: any) {
      console.log(`  JSON Logic 执行失败: ${error.message}`);
    }

    // 列出数据中所有可能的年龄相关字段
    console.log(`\n  数据中的年龄相关字段:`);
    for (const [key, value] of Object.entries(merged1)) {
      if (key.toLowerCase().includes('age') || key === ageRule.field) {
        console.log(`    ${key}: ${value}`);
      }
    }
  }

  // 5. 检查 SkillRunner 如何获取记录
  console.log('\n' + '='.repeat(60));
  console.log('📊 检查 SkillRunner 获取记录的方式');
  console.log('='.repeat(60));

  // 查看 getRecordsToProcess 的实现逻辑
  // 它可能使用不同的方法获取数据
  const allRecordsMerged = await adapter.getAllRecordsMerged();
  console.log(`\ngetAllRecordsMerged 返回 ${allRecordsMerged.length} 条记录`);
  
  const r1FromAll = allRecordsMerged.find(r => r.record_id === '1');
  const r3FromAll = allRecordsMerged.find(r => r.record_id === '3');
  
  console.log(`\nRecord 1 from getAllRecordsMerged:`);
  console.log(`  age: ${r1FromAll?.age}`);
  console.log(`  date_of_birth: ${r1FromAll?.date_of_birth}`);
  
  console.log(`\nRecord 3 from getAllRecordsMerged:`);
  console.log(`  age: ${r3FromAll?.age}`);
  console.log(`  date_of_birth: ${r3FromAll?.date_of_birth}`);

  console.log('\n' + '='.repeat(60));
  console.log('✅ 诊断完成');
  console.log('='.repeat(60));

  await prisma.$disconnect();
}

main().catch(async (error) => {
  console.error('❌ 脚本出错:', error);
  await prisma.$disconnect();
  process.exit(1);
});