AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/06-开发记录/Day2完成总结.md

Day 2 撘<><E69298>穃<EFBFBD><E7A983>鞉<EFBFBD>餌<EFBFBD> <20>?

<EFBFBD>交<EFBFBD>: 2025-11-27
**撘<><E69298>煾𧫴畾?: DC璅∪<E79285> - 撌亙<E6928C>B - Day 2
**<2A>嗆<EFBFBD>?: <20>?<3F>券<EFBFBD>摰峕<E691B0>

---

<EFBFBD><EFBFBD> 隞餃𦛚摰峕<E691B0>皜<EFBFBD><E79A9C>

<EFBFBD>?1. Prisma Schema霈曇恣嚗<E681A3><E59A97><EFBFBD><EFBFBD><EFBFBD>

**<2A>𥕦遣<F0A595A6><E981A3>”**嚗?

• <EFBFBD>?dc_health_checks - <20>亙熒璉<E78692><E79289>亦<EFBFBD>摮䁅”
• <EFBFBD>?dc_extraction_tasks - <20>𣂼<EFBFBD>隞餃𦛚銵?
• <EFBFBD>?dc_extraction_items - <20>閙辺<E99699>𣂼<EFBFBD>霈啣<E99C88>銵?
• <EFBFBD>?dc_templates - 憸<>挽璅⊥踎銵?

餈<EFBFBD>宏<EFBFBD><EFBFBD>辣嚗?

prisma/migrations/20251127_add_dc_tool_b_tables/migration.sql

**撉諹<E69289>**嚗?

npx prisma migrate deploy  # <20>?<3F>𣂼<EFBFBD>
npx prisma generate         # <20>?<3F>𣂼<EFBFBD>

---

<EFBFBD>?2. <20>𥕦遣Service撉冽沲嚗<E6B2B2><E59A97><EFBFBD><EFBFBD><EFBFBD>

**<2A>𥕦遣<F0A595A6><E981A3><EFBFBD>隞?*嚗?

HealthCheckService.ts

src/modules/dc/tool-b/services/HealthCheckService.ts
- checkColumnHealth() // TODO: Day 3摰䂿緵

DualModelExtractionService.ts

src/modules/dc/tool-b/services/DualModelExtractionService.ts
- extractWithDualModels() // TODO: Day 4-5摰䂿緵

ConflictDetectionService.ts

src/modules/dc/tool-b/services/ConflictDetectionService.ts
- detectConflicts() // TODO: Day 4-5摰䂿緵

TemplateService.ts

src/modules/dc/tool-b/services/TemplateService.ts
- getAllTemplates() // TODO: Day 3摰䂿緵
- seedTemplates()   // TODO: Day 3摰䂿緵

---

<EFBFBD>?3. <20>𥕦遣Controller<65>諹楝<E8ABB9>?

Controller嚗?

src/modules/dc/tool-b/controllers/ExtractionController.ts

**<2A>寞<EFBFBD><E5AF9E>𡑒”**嚗?

• healthCheck() - <20>亙熒璉<E78692><E79289>?
• getTemplates() - <20>瑕<EFBFBD>璅⊥踎<E28AA5>𡑒”
• createTask() - <20>𥕦遣隞餃𦛚
• getTaskProgress() - <20>亥砭隞餃𦛚餈𥕦漲
• getTaskItems() - <20>瑕<EFBFBD>撉諹<E69289>蝵烐聢<E78390>唳旿
• resolveItem() - 鋆<><E98B86><EFBFBD>脩<EFBFBD>

頝舐眏<EFBFBD>滨蔭嚗?

src/modules/dc/tool-b/routes/index.ts

**瘜典<E7989C><E585B8><EFBFBD>垢<EFBFBD>?*嚗?

• POST /api/v1/dc/tool-b/health-check
• GET /api/v1/dc/tool-b/templates
• POST /api/v1/dc/tool-b/tasks
• GET /api/v1/dc/tool-b/tasks/:taskId/progress
• GET /api/v1/dc/tool-b/tasks/:taskId/items
• POST /api/v1/dc/tool-b/items/:itemId/resolve

**銝餉楝<E9A489>望釣<E69C9B>?*嚗?

// src/index.ts
await fastify.register(toolBRoutes, { prefix: '/api/v1/dc/tool-b' });
logger.info('<27>?DC<44>唳旿皜<E697BF><E79A9C>-撌亙<E6928C>B頝舐眏撌脫釣<E884AB>? /api/v1/dc/tool-b');

---

<EFBFBD>?4. LLMFactory瘚贝<E7989A>

瘚贝<EFBFBD><EFBFBD>𡁏𧋦嚗?

src/scripts/test-llm-factory.ts

**瘚贝<E7989A>蝏𤘪<E89D8F>**嚗?

<EFBFBD>?DeepSeek-V3瘚贝<E7989A>

{
  "status": "ok",
  "model": "deepseek"
}
Tokens: 45

<EFBFBD>?Qwen3-72B瘚贝<E7989A>

{
  "status": "ok",
  "model": "qwen"
}
Tokens: 83

<EFBFBD>?撟嗅<E6929F>靚<EFBFBD>鍂瘚贝<E7989A>嚗<EFBFBD><E59A97><EFBFBD>殷<EFBFBD>嚗?

• <EFBFBD>埈𧒄: 3343ms (蝥?.3蝘?
• <EFBFBD>箸艶: <20>峕芋<E5B395>见<EFBFBD><E8A781>嗆<EFBFBD><E59786>𡝗<EFBFBD><F0A19D97><EFBFBD>縑<EFBFBD>?
• 蝏𤘪<EFBFBD>: 銝支葵璅∪<E79285><E288AA>賣<EFBFBD><E8B3A3>蠘<EFBFBD><E8A098>䂿<EFBFBD><E482BF><EFBFBD><EFBFBD>JSON

<EFBFBD>喲睸<EFBFBD>𤑳緵嚗?

• <EFBFBD>?DeepSeek餈𥪜<E9A488>撟脣<E6929F>JSON嚗屸<E59A97><E5B1B8><EFBFBD>閫<EFBFBD><E996AB>
• <EFBFBD>?Qwen餈𥪜<E9A488>颲<EFBFBD>erbose嚗屸<E59A97>閬<EFBFBD><E996AC><EFBFBD>?
• <EFBFBD>?**撟嗅<E6929F>靚<EFBFBD>鍂<EFBFBD>扯<EFBFBD>隡条<E99AA1>**嚗㇄ay 6<><36>orker<65>詨<EFBFBD>靘肽<E99D98>嚗?

---

<EFBFBD>?5. API蝡舐<E89DA1>撉諹<E69289>

瘚贝<EFBFBD>1嚗𡁏芋<EFBFBD>踹<EFBFBD>銵杗PI

GET http://localhost:3001/api/v1/dc/tool-b/templates
Response: 200 OK
Body: {"templates":[]}

<EFBFBD>?頝舐眏甇<E79C8F>虜撌乩<E6928C>

瘚贝<EFBFBD>2嚗𡁜<EFBFBD>摨瑟<EFBFBD><EFBFBD>丕PI

POST http://localhost:3001/api/v1/dc/tool-b/health-check
Response: 200 OK
Body: {"message":"Health check endpoint - to be implemented"}

<EFBFBD>?POST霂瑟<E99C82>甇<EFBFBD>虜嚗龦ontroller甇<72>虜<EFBFBD>滚<EFBFBD>

---

<EFBFBD><EFBFBD> 隞<><E99A9E>蝏蠘恣

蝐餃<EFBFBD>	<EFBFBD>圈<EFBFBD>	霂行<EFBFBD>
<EFBFBD>唳旿摨栞”	4	dc_health_checks, dc_extraction_tasks, dc_extraction_items, dc_templates
Service<EFBFBD><EFBFBD>辣	4	HealthCheck, DualModel, Conflict, Template
Controller<EFBFBD><EFBFBD>辣	1	ExtractionController (6銝芣䲮瘜?
頝舐眏<EFBFBD><EFBFBD>辣	1	index.ts (6銝芰垢<E88AB0>?
瘚贝<EFBFBD><EFBFBD>𡁏𧋦	1	test-llm-factory.ts
餈<EFBFBD>宏<EFBFBD><EFBFBD>辣	1	20251127_add_dc_tool_b_tables

**<2A>颱誨<E9A2B1><E8AAA8><EFBFBD><EFBFBD>?*: 蝥?00銵?

---

<EFBFBD>㴓 <20>嗆<EFBFBD>撉諹<E69289>

<EFBFBD>?撟喳蝱<E596B3>賢<EFBFBD>憭滨鍂

• <EFBFBD>?LLMFactory.getAdapter('deepseek-v3') - <20>𣂼<EFBFBD>靚<EFBFBD>鍂
• <EFBFBD>?LLMFactory.getAdapter('qwen3-72b') - <20>𣂼<EFBFBD>靚<EFBFBD>鍂
• <EFBFBD>?logger.info() - <20>亙<EFBFBD>蝟餌<E89D9F><E9A48C><EFBFBD><EFBFBD>
• <EFBFBD>?prisma - <20>唳旿摨栞<E691A8><E6A09E>交迤撣?

<EFBFBD>?<3F>峕芋<E5B395>见僎<E8A781>烐沲<E78390>?

const [responseA, responseB] = await Promise.all([
  deepseek.chat(...),
  qwen.chat(...)
]);
// <20>埈𧒄: 3.3蝘?<3F>?

<EFBFBD>?頝舐眏<E88890>嗆<EFBFBD>

/api/v1/dc/tool-b/
<0A>鎿<EFBFBD><E98EBF><EFBFBD> POST /health-check
<0A>鎿<EFBFBD><E98EBF><EFBFBD> GET  /templates
<0A>鎿<EFBFBD><E98EBF><EFBFBD> POST /tasks
<0A>鎿<EFBFBD><E98EBF><EFBFBD> GET  /tasks/:taskId/progress
<0A>鎿<EFBFBD><E98EBF><EFBFBD> GET  /tasks/:taskId/items
<0A>婙<EFBFBD><E5A999><EFBFBD> POST /items/:itemId/resolve

---

<EFBFBD><EFBFBD> Day 3 憸<><E686B8>

<EFBFBD>𤾸予嚗㇄ay 3嚗厩<E59A97>隞餃𦛚嚗?

銝𠰴<EFBFBD>嚗䥅ealthCheckService摰䂿緵

• Excel閫<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>100銵䕘<EFBFBD>
• 蝛箏<EFBFBD>潛<EFBFBD>霈∠<EFBFBD>
• 撟喳<EFBFBD><EFBFBD>踹漲蝏蠘恣
• Token憸<EFBFBD>摯
• <EFBFBD>行⏛蝑𣇉裦嚗<EFBFBD>征<EFBFBD>潛<EFBFBD>>80%<25><>像<EFBFBD><E5838F>鵭摨?10嚗?

銝见<EFBFBD>嚗関emplateService摰䂿緵

• 3銝芷<EFBFBD>霈暹芋<EFBFBD>踹<EFBFBD>憪见<EFBFBD>
  • <EFBFBD>箇<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD>
  • 蝟硋倏<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ｚ扇敶?
  • 擃䁅<EFBFBD><EFBFBD>钅秄霂羓<EFBFBD><EFBFBD>?
• getAllTemplates() 摰䂿緵
• seedTemplates() <20>𡁏𧋦
• 瘚贝<EFBFBD>璅⊥踎API

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<EFBFBD><EFBFBD> Day 2 <20>餌<EFBFBD>

**摰峕<E691B0>摨?*: 100% <20>? 韐券<EFBFBD>: 隡条<E99AA1>
<EFBFBD>園𡢿: <20>㕑恣<E39591>鍦<EFBFBD><E98DA6>?

**<2A>喲睸<E596B2>鞉<EFBFBD>**嚗?

1. <EFBFBD>?<3F>唳旿摨廍chema摰峕㟲<E5B395>𥕦遣撟嗉<E6929F>蝘餅<E89D98><E9A485>?
2. <EFBFBD>?4銝杵ervice撉冽沲皜<E6B2B2>苊嚗諹<E59A97>韐<EFBFBD><E99F90>蝖?
3. <EFBFBD>?Controller<65>諹楝<E8ABB9>望沲<E69C9B><E6B2B2><EFBFBD><EFBFBD>?
4. <EFBFBD>?LLMFactory<72>峕芋<E5B395>见僎<E8A781>煾<EFBFBD>霂<EFBFBD><E99C82>朞<EFBFBD>嚗?.3蝘𡜐<EFBFBD>
5. <EFBFBD>?API蝡舐<E89DA1><E88890>券<EFBFBD>瘚贝<E7989A><E8B49D>朞<EFBFBD>

**<2A><><EFBFBD>臭漁<E887AD>?*嚗?

• 摰<EFBFBD><EFBFBD>憭滨鍂撟喳蝱LLM<EFBFBD>賢<EFBFBD>嚗峕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>滚<EFBFBD>撘<EFBFBD><EFBFBD>?
• <EFBFBD>峕芋<EFBFBD>见僎<EFBFBD>烐<EFBFBD>扯<EFBFBD>隡条<EFBFBD>嚗䔶蛹撌亙<EFBFBD>B擃䀹<EFBFBD>憭<EFBFBD><EFBFBD>憟惩<EFBFBD><EFBFBD>箇<EFBFBD>
• 隞<EFBFBD><EFBFBD>蝏𤘪<EFBFBD>皜<EFBFBD>苊嚗峕<EFBFBD>鈭𥟠ay 3-10蝏抒賒撘<E8B392><E69298>?

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**銝衤<E98A9D>甇?*: Day 3 - <20>亙熒璉<E78692><E79289>?+ 璅⊥踎蝞∠<E89D9E> <20><>