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AIclinicalresearch/docs/08-项目管理/03-每周计划/2025-12-13-Postgres-Only架构改造完成.md
HaHafeng 1b53ab9d52 feat(aia): Complete AIA V2.0 with universal streaming capabilities 
Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00

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# Postgres-Only <20>嗆<EFBFBD><E59786>寥<EFBFBD>惩<EFBFBD><E683A9>鞉<EFBFBD>餌<EFBFBD>
**<EFBFBD>交<EFBFBD>嚗?* 2025撟?2<>?3<>?
**<EFBFBD><EFBFBD>𧋦嚗?* V1.0
**<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** Phase 1-7 <20>券<EFBFBD>摰峕<E691B0> <20>?
---
## <20><> <20>扯<EFBFBD>璁<EFBFBD><E79281>
| <20>嗆挾 | <20><>捆 | 隞<><E99A9E><EFBFBD>?| <20>嗆<EFBFBD>?| <20>埈𧒄 |
|------|------|--------|------|------|
| Phase 1 | <20>臬<EFBFBD><E887AC><EFBFBD><EFBFBD> | ~50銵?| <20>?摰峕<E691B0> | 0.5憭?|
| Phase 2 | PostgresCacheAdapter | ~300銵?| <20>?摰峕<E691B0> | 1憭?|
| Phase 3 | PgBossQueue | ~400銵?| <20>?摰峕<E691B0> | 1.5憭?|
| Phase 4 | 隞餃𦛚<E9A483><F0A69B9A><EFBFBD><EFBFBD>箏<EFBFBD> | ~200銵?| <20>?摰峕<E691B0> | 0.5憭?|
| Phase 5 | <20>剔<EFBFBD>蝏凋<E89D8F><E5878B>箏<EFBFBD> | ~150銵?| <20>?摰峕<E691B0> | 0.5憭?|
| Phase 6 | ASL 蝑偦<E89D91>㗇<EFBFBD><E39787>⊥㺿<E28AA5>?| ~200銵?| <20>?摰峕<E691B0> | 1憭?|
| **<EFBFBD>齿<EFBFBD>** | **Platform-Only <20>嗆<EFBFBD>** | **~300銵?* | **<EFBFBD>?摰峕<E691B0>** | **1憭?* |
| Phase 7 | DC <20>𣂼<EFBFBD><F0A382BC>滚𦛚<E6BB9A>寥<EFBFBD>?| ~150銵?| <20>?摰峕<E691B0> | 0.5憭?|
| **<EFBFBD>餉恣** | **<EFBFBD>詨<EFBFBD><EFBFBD>蠘<EFBFBD>撘<EFBFBD><EFBFBD>?* | **~1750銵?* | **<EFBFBD>?<3F>券<EFBFBD>摰峕<E691B0>** | **6.5憭?* |
---
## <20>㴓 <20>詨<EFBFBD><E8A9A8>鞉<EFBFBD>
### 1. Platform-Only <20>嗆<EFBFBD><E59786>齿<EFBFBD> <20><>
**<EFBFBD>桅<EFBFBD><EFBFBD>𤑳緵嚗?*
- <20>嘥<EFBFBD>霈曇恣<E69B87>典<EFBFBD>銝𡁜𦛚銵剁<E98AB5>ASL<53><4C>C嚗劐葉<E58A90>滚<EFBFBD>摰帋<E691B0>鈭?6 銝芯遙<E88AAF>∠恣<E288A0><E681A3><EFBFBD>畾?
- 餈嘥<E9A488>鈭?DRY <20>笔<EFBFBD><E7AC94>?3 撅<>沲<EFBFBD><E6B2B2><EFBFBD><EFBFBD>?
- pg-boss <20>?`job` 銵典歇蝏誩銁 `platform_schema` 銝哨<E98A9D>摨磰砲蝏煺<E89D8F>蝞∠<E89D9E>
**<EFBFBD>齿<EFBFBD><EFBFBD>寞<EFBFBD>嚗?*
```
<EFBFBD>寥<EFBFBD>惩<EFBFBD>嚗<EFBFBD><EFBFBD> <20>厰䔮憸矋<E686B8>:
asl_schema.screening_tasks
<20>鎿<EFBFBD><E98EBF><EFBFBD> totalBatches
<20>鎿<EFBFBD><E98EBF><EFBFBD> processedBatches
<20>婙<EFBFBD><E5A999><EFBFBD> ... (6銝芯遙<E88AAF>∠恣<E288A0><E681A3><EFBFBD>畾?
dc_schema.dc_extraction_tasks
<20>婙<EFBFBD><E5A999><EFBFBD> <20>峕甅<E5B395>?6 銝芸<E98A9D>畾蛛<E795BE><E89B9B>滚<EFBFBD>嚗<EFBFBD><E59A97>
<EFBFBD>寥<EFBFBD>惩<EFBFBD>嚗<EFBFBD><EFBFBD> Platform-Only嚗?
platform_schema.job.data (蝏煺<E89D8F>蝞∠<E89D9E>)
<20>鎿<EFBFBD><E98EBF><EFBFBD> batchIndex
<20>鎿<EFBFBD><E98EBF><EFBFBD> totalBatches
<20>鎿<EFBFBD><E98EBF><EFBFBD> checkpoint
<20>婙<EFBFBD><E5A999><EFBFBD> ... (<28><><EFBFBD>劐遙<E58A90>∩縑<E288A9>?
asl_schema.screening_tasks (<28>芰恣銝𡁜𦛚)
dc_schema.dc_extraction_tasks (<28>芰恣銝𡁜𦛚)
```
**<EFBFBD>嗆<EFBFBD>隡睃飵嚗?*
- <20>?蝚血<E89D9A> 3 撅<>沲<EFBFBD>?- Platform 撅<><E69285>銝<EFBFBD>蝞∠<E89D9E>隞餃𦛚
- <20>?<3F>牐誨<E78990><E8AAA8><EFBFBD>憭?- CheckpointService <20><><EFBFBD>㗇芋<E39787>烾<EFBFBD>𡁶鍂
- <20>?<3F>㮖<EFBFBD>蝏湔擪 - <20>芷<EFBFBD>靽格㺿銝<E3BABF>憭<EFBFBD>誨<EFBFBD>?
- <20>?<3F>㮖<EFBFBD><E3AE96>拙<EFBFBD> - <20>芣䔉璅∪<E79285><E288AA>𣳇<EFBFBD>瘛餃<E7989B>摮埈挾
- <20>?<3F>唳旿銝<E697BF><E98A9D>?- 隞餃𦛚靽⊥<E99DBD>銝𡡞<E98A9D><F0A1A19E>埈㺭<E59F88>桀銁銝<E98A81>韏?
---
### 2. <20>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>剜㦤<E5899C>?<3F>㴓
**霈曇恣<E69B87><E681A3>艙嚗?*
- 撠譍遙<E8AD8D>∴<EFBFBD><50<35>∴<EFBFBD>嚗𡁶凒<F0A181B6>亙<EFBFBD><E4BA99><EFBFBD><EFBFBD>敹恍<E695B9>笔<EFBFBD>摨?
- 憭找遙<E689BE>∴<EFBFBD><E288B4>?0<>∴<EFBFBD>嚗𡁻<E59A97><F0A181BB>堒<EFBFBD><E5A092><EFBFBD><EFBFBD><EFBFBD>舫<EFBFBD><E888AB>折<EFBFBD>
**摰䂿緵<E482BF><E7B7B5><EFBFBD>嚗?*
| 璅∪<E79285> | <20>唳旿<E594B3>?| 憭<><E686AD>璅∪<E79285> | <20>寞活<E5AF9E>?| <20>寧<EFBFBD> |
|------|--------|---------|--------|------|
| ASL | 7蝭?| <20>湔𦻖璅∪<E79285> | 1 | 敹恍<E695B9>笔<EFBFBD>摨䈑<E691A8><1<><31><EFBFBD>嚗?|
| ASL | 100蝭?| <20>笔<EFBFBD>璅∪<E79285> | 2 | <20><><EFBFBD>+<2B>剔<EFBFBD>蝏凋<E89D8F> |
| ASL | 1000蝭?| <20>笔<EFBFBD>璅∪<E79285> | 20 | <20>舀<EFBFBD>24撠𤩺𧒄<F0A4A9BA>蹂遙<E8B982>?|
| DC | 7<>?| <20>湔𦻖璅∪<E79285> | 1 | 敹恍<E695B9>笔<EFBFBD>摨?|
| DC | 100<30>?| <20>笔<EFBFBD>璅∪<E79285> | 2 | <20><><EFBFBD>+<2B>剔<EFBFBD>蝏凋<E89D8F> |
**隞<><E99A9E>蝷箔<E89DB7>嚗?*
```typescript
const QUEUE_THRESHOLD = 50;
const useQueue = items.length >= QUEUE_THRESHOLD;
if (useQueue) {
// <20>笔<EFBFBD>璅∪<E79285>嚗帋遙<E5B88B>⊥<EFBFBD><E28AA5>?+ <20>剔<EFBFBD>蝏凋<E89D8F>
const chunks = splitIntoChunks(items, chunkSize);
await jobQueue.push('task:batch', { ... });
} else {
// <20>湔𦻖璅∪<E79285>嚗𡁜翰<F0A1819C>笔<EFBFBD><E7AC94>?
processDirectly(items);
}
```
---
### 3. <20>剔<EFBFBD>蝏凋<E89D8F><E5878B>箏<EFBFBD> <20><>
**摰䂿緵<E482BF>孵<EFBFBD>嚗?*
- <20>拍鍂 `pg-boss` <20>?`job.data.checkpoint` 摮埈挾
- 瘥誩<E798A5><E8AAA9>?10 <20>∟扇敶蓥<E695B6>摮䀝<E691AE>甈⊥鱏<E28AA5>?
- 隞餃𦛚銝剜鱏<E5899C>舘䌊<E88898>其<EFBFBD>銝𦠜活雿滨蔭<E6BBA8>Ｗ<EFBFBD>
**<EFBFBD>剔<EFBFBD><EFBFBD>唳旿蝏𤘪<EFBFBD>嚗?*
```typescript
interface CheckpointData {
currentBatchIndex: number; // 敶枏<E695B6><E69E8F>寞活蝝Ｗ<E89D9D>
currentIndex: number; // 敶枏<E695B6>憭<EFBFBD><E686AD><EFBFBD><EFBFBD>扇敶閧揣撘?
processedBatches: number; // 撌脣<E6928C><E884A3><EFBFBD><EFBFBD><EFBFBD>寞活<E5AF9E>?
totalBatches: number; // <20>餅鸌甈⊥㺭
metadata: {
processedCount: number; // 撌脣<E6928C><E884A3><EFBFBD>㺭<EFBFBD>?
successCount: number; // <20>𣂼<EFBFBD><F0A382BC>圈<EFBFBD>
failedCount: number; // 憭梯揖<E6A2AF>圈<EFBFBD>
lastUpdate: Date; // <20><><EFBFBD>擧凒<E693A7>唳𧒄<E594B3>?
};
}
```
**雿輻鍂蝷箔<E89DB7>嚗?*
```typescript
// 靽嘥<E99DBD><E598A5>剔<EFBFBD>
await checkpointService.saveCheckpoint(jobId, {
currentBatchIndex: 5,
currentIndex: 250,
processedBatches: 5,
totalBatches: 20
});
// <20>Ｗ<EFBFBD><EFBCB7>剔<EFBFBD>
const checkpoint = await checkpointService.loadCheckpoint(jobId);
if (checkpoint) {
resumeFrom = checkpoint.currentIndex;
}
```
---
## <20><> <20>啣<EFBFBD><E595A3><EFBFBD>辣皜<E8BEA3><E79A9C>
### Platform 撅<><E69285><EFBFBD>𡁶鍂<F0A181B6>賢<EFBFBD>嚗?
| <20><>辣 | 銵峕㺭 | 霂湔<E99C82> |
|------|------|------|
| `common/cache/PostgresCacheAdapter.ts` | 300 | Postgres 蝻枏<E89DBB><E69E8F><EFBFBD><EFBFBD><EFBFBD>?|
| `common/jobs/PgBossQueue.ts` | 400 | pg-boss <20>笔<EFBFBD><E7AC94><EFBFBD><EFBFBD><EFBFBD>?|
| `common/jobs/utils.ts` | 200 | 隞餃𦛚<E9A483><F0A69B9A><EFBFBD>撌亙<E6928C><E4BA99>賣㺭 |
| `common/jobs/CheckpointService.ts` | 260 | <20>剔<EFBFBD>蝏凋<E89D8F><E5878B>滚𦛚嚗<F0A69B9A><E59A97>雿穅ob.data嚗?|
### ASL 璅∪<E79285>
| <20><>辣 | 銵峕㺭 | 霂湔<E99C82> |
|------|------|------|
| `modules/asl/services/screeningService.ts` | 480 | 瘛餃<E7989B><E9A483>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>?|
| `modules/asl/services/screeningWorker.ts` | 410 | <20>寞活Worker嚗<72>蝙<EFBFBD>甫ob.data嚗?|
### DC 璅∪<E79285>
| <20><>辣 | 銵峕㺭 | 霂湔<E99C82> |
|------|------|------|
| `modules/dc/tool-b/controllers/ExtractionController.ts` | 690 | 瘛餃<E7989B><E9A483>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>?|
| `modules/dc/tool-b/workers/extractionWorker.ts` | 390 | <20>寞活Worker嚗<72>蝙<EFBFBD>甫ob.data嚗?|
### 瘚贝<E7989A><E8B49D><EFBFBD>辣
| <20><>辣 | 銵峕㺭 | 霂湔<E99C82> |
|------|------|------|
| `tests/test-postgres-cache.ts` | 130 | Postgres 蝻枏<E89DBB>瘚贝<E7989A> |
| `tests/test-pgboss-queue.ts` | 150 | pg-boss <20>笔<EFBFBD>瘚贝<E7989A> |
| `tests/test-checkpoint.ts` | 200 | <20>剔<EFBFBD>蝏凋<E89D8F>瘚贝<E7989A> |
| `tests/test-task-split.ts` | 150 | 隞餃𦛚<E9A483><F0A69B9A><EFBFBD>瘚贝<E7989A> |
| `tests/test-asl-screening-mock.ts` | 320 | ASL 璅⊥<E79285>瘚贝<E7989A> |
| `tests/test-dc-extraction-mock.ts` | 280 | DC 璅⊥<E79285>瘚贝<E7989A> |
| `tests/verify-test1-database.ts` | 230 | Postgres 蝻枏<E89DBB><E69E8F>唳旿摨㯄<E691A8>霂?|
| `tests/verify-pgboss-database.ts` | 330 | pg-boss <20>唳旿摨𤘪楛摨阡<E691A8>霂?|
| `tests/README.md` | 380 | 瘚贝<E7989A><E8B49D><EFBFBD><EFBFBD> |
### <20>唳旿摨栞<E691A8>蝘?
| <20><>辣 | 霂湔<E99C82> |
|------|------|
| `manual-migrations/001_add_postgres_cache_and_checkpoint.sql` | 瘛餃<E7989B> app_cache 銵?|
| `manual-migrations/002_rollback_to_platform_only.sql` | <20>墧<EFBFBD>銝𡁜𦛚銵其遙<E585B6>∪<EFBFBD>畾?|
| `manual-migrations/run-migration.ts` | 餈<>宏<EFBFBD>扯<EFBFBD><E689AF>𡁏𧋦 |
| `manual-migrations/run-migration-002.ts` | <20>墧<EFBFBD>餈<EFBFBD>宏<EFBFBD>扯<EFBFBD><E689AF>𡁏𧋦 |
---
## <20>妒 瘚贝<E7989A>撉諹<E69289>蝏𤘪<E89D8F>
### 1. <20>箇<EFBFBD><E7AE87>蠘<EFBFBD>瘚贝<E7989A> <20>?
| 瘚贝<E7989A>憿?| 蝏𤘪<E89D8F> | 霂湔<E99C82> |
|--------|------|------|
| Postgres 蝻枏<E89DBB> | <20>?<3F>朞<EFBFBD> | get/set/delete/<2F>寥<EFBFBD><E5AFA5>滢<EFBFBD>甇<EFBFBD>虜 |
| pg-boss <20>笔<EFBFBD> | <20>?<3F>朞<EFBFBD> | <20>券<EFBFBD>?憭<><E686AD>/<2F>滩<EFBFBD><E6BBA9>箏<EFBFBD>甇<EFBFBD>虜 |
| 隞餃𦛚<E9A483><F0A69B9A><EFBFBD> | <20>?<3F>朞<EFBFBD> | <20>箄<EFBFBD><E7AE84>刻<EFBFBD><E588BB>寞活憭批<E686AD>甇<EFBFBD>＆ |
| <20>剔<EFBFBD>蝏凋<E89D8F> | <20>?<3F>朞<EFBFBD> | 靽嘥<E99DBD>/<2F>㰘蝸/皜<>膄甇<E88684>虜 |
### 2. ASL 璅∪<E79285>瘚贝<E7989A> <20>?
| 瘚贝<E7989A><E8B49D>箸艶 | 蝏𤘪<E89D8F> | 霂湔<E99C82> |
|---------|------|------|
| 7蝭<37><E89DAD><EFBFBD>?| <20>?<3F>朞<EFBFBD> | <20>湔𦻖璅∪<E79285>嚗<EFBFBD>翰<EFBFBD>笔<EFBFBD><E7AC94>?|
| 100蝭<30><E89DAD><EFBFBD>?| <20>?<3F>朞<EFBFBD> | <20>笔<EFBFBD>璅∪<E79285>嚗峕<E59A97><E5B395><EFBFBD><EFBFBD>2<EFBFBD>?|
| <20>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>?| <20>?<3F>朞<EFBFBD> | 50蝭<30><E89DAD><EFBFBD>潭迤蝖桀極雿?|
### 3. DC 璅∪<E79285>瘚贝<E7989A> <20>?
| 瘚贝<E7989A><E8B49D>箸艶 | 蝏𤘪<E89D8F> | 霂湔<E99C82> |
|---------|------|------|
| 7<>∟扇敶?| <20>?<3F>朞<EFBFBD> | <20>湔𦻖璅∪<E79285>嚗<EFBFBD>翰<EFBFBD>笔<EFBFBD><E7AC94>?|
| 100<30>∟扇敶?| <20>?<3F>朞<EFBFBD> | <20>笔<EFBFBD>璅∪<E79285>嚗峕<E59A97><E5B395><EFBFBD><EFBFBD>2<EFBFBD>?|
| <20>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>?| <20>?<3F>朞<EFBFBD> | 50<35>⊿<EFBFBD><E28ABF>潭迤蝖桀極雿?|
### 4. Platform-Only <20>嗆<EFBFBD>撉諹<E69289> <20>?
| 撉諹<E69289>憿?| 蝏𤘪<E89D8F> | 霂湔<E99C82> |
|--------|------|------|
| Schema <20>墧<EFBFBD> | <20>?<3F>朞<EFBFBD> | 銝𡁜𦛚銵冽<E98AB5>隞餃𦛚蝞∠<E89D9E>摮埈挾 |
| job.data 摮睃<E691AE> | <20>?<3F>朞<EFBFBD> | 隞餃𦛚靽⊥<E99DBD>甇<EFBFBD>＆摮睃<E691AE> |
| CheckpointService | <20>?<3F>朞<EFBFBD> | <20>滢<EFBFBD> job.data 甇<>虜 |
| 3撅<33>沲<EFBFBD>?| <20>?<3F>朞<EFBFBD> | <20>諹提<E8ABB9>鍦<EFBFBD>皜<EFBFBD>苊 |
---
## <20>圲 <20><><EFBFBD>舀<EFBFBD>
| <20><><EFBFBD>?| <20><>𧋦 | <20>券<EFBFBD>?|
|------|------|------|
| PostgreSQL | 14+ | <20>唳旿摨?+ 蝻枏<E89DBB> + <20>笔<EFBFBD> |
| pg-boss | 9.x | 隞餃𦛚<E9A483>笔<EFBFBD>蝞∠<E89D9E> |
| Prisma | 6.17.0 | ORM |
| Node.js | 22.18.0 | 餈鞱<E9A488><E99EB1>臬<EFBFBD> |
| TypeScript | 5.x | 撘<><E69298>𤏸祗閮<E7A597> |
| tsx | latest | TypeScript <20>扯<EFBFBD><E689AF>?|
---
## <20><> <20>喲睸<E596B2><E79DB8><EFBFBD>
### 隞<><E99A9E><EFBFBD>讐<EFBFBD>霈?
```
<EFBFBD>啣<EFBFBD>隞<EFBFBD><EFBFBD>嚗鰺1750 銵?
靽格㺿隞<EFBFBD><EFBFBD>嚗鰺500 銵?
<EFBFBD>𣳇膄隞<EFBFBD><EFBFBD>嚗鰺100 銵?
瘚贝<EFBFBD>隞<EFBFBD><EFBFBD>嚗鰺1800 銵?
<EFBFBD><EFBFBD>﹝隞<EFBFBD><EFBFBD>嚗鰺800 銵?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
<EFBFBD>餉恣嚗𡁶漲 4950 銵?
```
### <20>寥<EFBFBD>䭾<EFBFBD><E4ADBE>羓<EFBFBD><E7BE93><EFBFBD>辣
```
<EFBFBD>啣遣<EFBFBD><EFBFBD>辣嚗?5 銝?
靽格㺿<EFBFBD><EFBFBD>辣嚗? 銝?
<EFBFBD>𣳇膄<EFBFBD><EFBFBD>辣嚗? 銝迎<E98A9D>銝湔𧒄瘚贝<E7989A><E8B49D><EFBFBD>辣嚗?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
敶勗<EFBFBD><EFBFBD><EFBFBD>辣嚗?3 銝?
```
---
## <20>㴓 <20>嗆<EFBFBD>瞍磰<E79E8D>
### <20>寥<EFBFBD>惩<EFBFBD>
```
銝𡁜𦛚撅?(<28><>袇)
<EFBFBD>鎿<EFBFBD><EFBFBD><EFBFBD> ASL: 隞餃𦛚蝞∠<E89D9E>摮埈挾 (6銝?
<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD> DC: 隞餃𦛚蝞∠<E89D9E>摮埈挾 (6銝?
<20>?隞<><E99A9E><EFBFBD>滚<EFBFBD>
<20>?蝏湔擪<E6B994>圈𠗕
<20>?銝滨泵<E6BBA8>?撅<>沲<EFBFBD>?
```
### <20>寥<EFBFBD>惩<EFBFBD>嚗㇊latform-Only嚗?
```
<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
<EFBFBD>? 銝𡁜𦛚撅?(Business Layer) <20>?
<EFBFBD>? - ASL: <20>芸<EFBFBD><E88AB8>其<EFBFBD><E585B6>∩縑<E288A9>? <20>?
<EFBFBD>? - DC: <20>芸<EFBFBD><E88AB8>其<EFBFBD><E585B6>∩縑<E288A9>? <20>?
<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
<20>?
<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
<EFBFBD>? 撟喳蝱撅?(Platform Layer) <20>?
<EFBFBD>? - platform_schema.job.data <20>?
<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD> 蝏煺<E89D8F>摮睃<E691AE><E79D83><EFBFBD><EFBFBD>劐遙<E58A90>∠恣<E288A0><E681A3>縑<EFBFBD>? <20>?
<EFBFBD>? - platform_schema.app_cache <20>?
<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD> 蝏煺<E89D8F>蝻枏<E89DBB>蝞∠<E89D9E> <20>?
<EFBFBD>? - CheckpointService <20>?
<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD> <20><><EFBFBD>㗇芋<E39787>烾<EFBFBD>𡁶鍂 <20>?
<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
```
---
## <20>働 <20>喲睸霈曇恣<E69B87>喟<EFBFBD>
### 1. 銝箔<E98A9D>銋<EFBFBD><E98A8B>㗇𥋘 Postgres-Only嚗?
| 撖寞<E69296>憿?| Redis <20>寞<EFBFBD> | Postgres-Only <20>寞<EFBFBD> |
|--------|-----------|-------------------|
| **<EFBFBD>鞉𧋦** | +嚙?00/<2F>?| 嚙?嚗<>歇<EFBFBD>侨ostgres嚗?|
| **餈鞟輕** | 2銝芰頂蝏?| 1銝芰頂蝏?|
| **<EFBFBD>唳旿銝<EFBFBD><EFBFBD>湔<EFBFBD>?* | <20><>蝏<EFBFBD><E89D8F><EFBFBD>?| 撘箔<E69298><E7AE94>?|
| **摮虫<E691AE><E899AB>鞉𧋦** | Redis + BullMQ | <20>芷<EFBFBD> pg-boss |
| **<EFBFBD>ａ<EFBFBD>閫<EFBFBD>芋** | <20><>閬<EFBFBD>edis銝枏振 | <20>唳<EFBFBD><E594B3><EFBFBD><EFBFBD>質雲憭?|
| **<EFBFBD><EFBFBD>鍂閫<EFBFBD>芋** | >10銝䝄AU | <10銝䝄AU嚗<55><E59A97><EFBFBD>?00MAU嚗?|
**蝏栞捏嚗?* 撖嫣<E69296>撠誩𣪧<E8AAA9><F0A3AAA7><EFBFBD>500 MAU嚗㚁<E59A97>Postgres-Only <20>舀<EFBFBD>隡㗛<E99AA1>㗇𥋘<E39787>?
---
### 2. 銝箔<E98A9D>銋<EFBFBD><E98A8B> Platform-Only <20>嗆<EFBFBD><E59786>齿<EFBFBD>嚗?
**<EFBFBD>𤑳緵<EFBFBD>桅<EFBFBD><EFBFBD>嗆㦤嚗?*
- Phase 6 摰峕<E691B0><E5B395>𠬍<EFBFBD><F0A0AC8D><EFBFBD><EFBFBD> Phase 7 <20>嗅<EFBFBD><E59785>?
- ASL 撌脫溶<E884AB>?6 銝芯遙<E88AAF>∠恣<E288A0><E681A3><EFBFBD>畾萄<E795BE>銝𡁜𦛚銵?
- DC 銋笔<E98A8B>憭<EFBFBD>溶<EFBFBD>惩<EFBFBD><E683A9>瑞<EFBFBD> 6 銝芸<E98A9D>畾?
- **<2A>讛<EFBFBD><E8AE9B>啗挽霈⊥<E99C88><E28AA5>桅<EFBFBD>嚗?*
**<EFBFBD>齿<EFBFBD><EFBFBD>喟<EFBFBD>嚗?*
- 蝡见朖<E8A781>𨀣迫 Phase 7嚗<37><E59A97><EFBFBD>齿<EFBFBD><E9BDBF>嗆<EFBFBD>
- <20>墧<EFBFBD> ASL <20>?Schema 靽格㺿
- <20>寧鍂 `pg-boss` <20>?`job.data` 蝏煺<E89D8F>蝞∠<E89D9E>
- <20>滚<EFBFBD> CheckpointService 銝粹<E98A9D>𡁶鍂<F0A181B6>滚𦛚
**<EFBFBD>齿<EFBFBD><EFBFBD>鞉𧋦嚗?*
- 隞<><E99A9E><EFBFBD>孵𢆡嚗鰺300 銵?
- <20>唳旿摨栞<E691A8>蝘鳴<E89D98><E9B3B4>𣳇膄 6 銝芸<E98A9D>畾?
- 瘚贝<E7989A>撉諹<E69289>嚗? 銝芣<E98A9D>霂閗<E99C82><E99697>?
- **<2A>餉<EFBFBD>埈𧒄嚗? 憭?*
**<EFBFBD>齿<EFBFBD>隞瑕<EFBFBD>潘<EFBFBD>**
- <20>?<3F>踵<EFBFBD><E8B8B5>亦<EFBFBD><E4BAA6><EFBFBD><EFBFBD><EFBFBD>啣<EFBFBD>銵屸<E98AB5>憭滢誨<E6BBA2>?
- <20>?<3F>芣䔉璅∪<E79285>嚗𠄎SA<53><41>VW<56><57>T嚗厩凒<E58EA9>亙<EFBFBD><E4BA99>?
- <20>?蝏湔擪<E6B994>鞉𧋦憭批<E686AD><E689B9>滢<EFBFBD>
- <20>?<3F>嗆<EFBFBD><E59786>游<EFBFBD>皜<EFBFBD>苊<EFBFBD><E88B8A><EFBFBD>
---
### 3. 銝箔<E98A9D>銋<EFBFBD>挽蝵?50 <20>⊿<EFBFBD><E28ABF>潘<EFBFBD>
| <20>唳旿<E594B3>?| <20>埈𧒄 | <20>㗇𥋘璅∪<E79285> | <20>笔<EFBFBD> |
|--------|------|---------|------|
| 1-49<34>?| <5<><35><EFBFBD> | <20>湔𦻖璅∪<E79285> | SAE銝滢<E98A9D>頞<EFBFBD>𧒄嚗屸<E59A97><E5B1B8>堒<EFBFBD><E5A092>峕<EFBFBD> |
| **50<35>?* | **~5<><35><EFBFBD>** | **銝渡<E98A9D><E6B8A1>?* | **<EFBFBD>舫<EFBFBD><EFBFBD>折<EFBFBD>瘙<EFBFBD><EFBFBD><EFBFBD>?* |
| 50-200<30>?| 5-20<32><30><EFBFBD> | <20>笔<EFBFBD>璅∪<E79285> | <20><>閬<EFBFBD>鱏<EFBFBD>寧賒隡?|
| 200+<2B>?| >20<32><30><EFBFBD> | <20>笔<EFBFBD>璅∪<E79285> | 敹<>◆<EFBFBD>剔<EFBFBD>蝏凋<E89D8F> |
**<EFBFBD>扯<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?*
- <20>湔𦻖璅∪<E79285>嚗𡁏<E59A97><F0A1818F>笔<EFBFBD>撱嗉<E692B1>嚗<EFBFBD>蔭霂ａ𡢿<EFBD81>?蝘𡜐<E89D98>
- <20>笔<EFBFBD>璅∪<E79285>嚗𡁜虾<F0A1819C>䭾<EFBFBD>折<EFBFBD>嚗<EFBFBD>𣈲<EFBFBD><F0A388B2><EFBFBD>霂𨰻<E99C82><F0A8B0BB>鱏<EFBFBD>對<EFBFBD>
- 50<35>⊥糓撟唾﹛<E594BE>對<EFBFBD><E5B08D>Ｖ<EFBFBD><EFBCB6>箇𠧧<E7AE87>扯<EFBFBD>嚗<EFBFBD><E59A97>靽肽<E99DBD><E882BD>舫<EFBFBD><E888AB>?
---
## <20><>儭?<3F>寥<EFBFBD>删<EFBFBD><E588A0>詨<EFBFBD><E8A9A8><EFBFBD>辣
### Platform 撅<><E69285><EFBFBD>啣<EFBFBD>嚗?
1. **PostgresCacheAdapter.ts** (300銵?
- 摰䂿緵 `CacheAdapter` <20>亙藁
- 雿輻鍂 `platform_schema.app_cache` 銵?
- <20>舀<EFBFBD><E88880>埝<EFBFBD><E59F9D>𣳇膄<F0A3B387>峕鸌<E5B395>𤩺<EFBFBD><F0A4A9BA>?
2. **PgBossQueue.ts** (400銵?
- 摰䂿緵 `JobQueue` <20>亙藁
- 撠<><E692A0> pg-boss API
- 隞餃𦛚<E9A483>嗆<EFBFBD><E59786><EFBFBD>撠<EFBFBD><E692A0><EFBFBD>躰秤憭<E7A7A4><E686AD>
- 6撠𤩺𧒄餈<F0A79284><E9A488><EFBFBD>園𡢿嚗<F0A1A2BF><E59A97><EFBFBD><EFBFBD><EFBFBD>蹂遙<E8B982>∴<EFBFBD>
3. **CheckpointService.ts** (260銵?
- **<2A>齿<EFBFBD>鈭桃<E988AD>嚗𡁏<E59A97>雿?`job.data`嚗䔶<EFBFBD>靘肽<EFBFBD>銝𡁜𦛚銵?*
- `saveCheckpoint()` - 靽嘥<E99DBD><E598A5>剔<EFBFBD><E58994>?job.data
- `loadCheckpoint()` - 隞?job.data 霂餃<E99C82><E9A483>剔<EFBFBD>
- `clearCheckpoint()` - 皜<>膄<EFBFBD>剔<EFBFBD>
- `getProgress()` - <20>亥砭餈𥕦漲
- `canResume()` - 璉<><E79289>交糓<E4BAA4>血虾<E8A180>Ｗ<EFBFBD>
4. **utils.ts** (200銵?
- `splitIntoChunks()` - <20>啁<EFBFBD><E59581><EFBFBD><EFBFBD>
- `recommendChunkSize()` - <20>箄<EFBFBD><E7AE84>刻<EFBFBD><E588BB>寞活憭批<E686AD>
- `CHUNK_STRATEGIES` - <20><>掩<EFBFBD>衤遙<E8A1A4>∠<EFBFBD><E288A0><EFBFBD><EFBFBD>蝑𣇉裦
### ASL 璅∪<E79285>嚗<EFBFBD>㺿<EFBFBD>𩤃<EFBFBD>
5. **screeningService.ts** (480銵?
- <20>?瘛餃<E7989B><E9A483>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>哨<EFBFBD>QUEUE_THRESHOLD = 50嚗?
- <20>?摰䂿緵<E482BF>湔𦻖璅∪<E79285><E288AA>屸<EFBFBD><E5B1B8>埈芋撘?
- <20>?隞餃𦛚靽⊥<E99DBD>摮睃<E691AE><E79D83>?job.data 銝哨<E98A9D>銝滚<E98A9D><E6BB9A>典銁銝𡁜𦛚銵剁<E98AB5>
- <20>?<3F>券<EFBFBD><E588B8>鸌甈∩遙<E288A9>∪<EFBFBD> pg-boss
6. **screeningWorker.ts** (410銵?
- <20>?隞?job.data 霂餃<E99C82><E9A483>剔<EFBFBD>靽⊥<E99DBD>
- <20>?雿輻鍂 CheckpointService <20>滢<EFBFBD> job.data
- <20>?瘥?0<>∟扇敶蓥<E695B6>摮䀝<E691AE>甈⊥鱏<E28AA5>?
- <20>?<3F>寞活摰峕<E691B0><E5B395>擧凒<E693A7>?job.data.checkpoint
- <20>?蝏蠘恣撌脣<E6928C><E884A3>鞉鸌甈∴<E79488><E288B4>亥砭 platform_schema.job 銵剁<E98AB5>
### DC 璅∪<E79285>嚗<EFBFBD>㺿<EFBFBD>𩤃<EFBFBD>
7. **ExtractionController.ts** (690銵?
- <20>?瘛餃<E7989B><E9A483>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>哨<EFBFBD>QUEUE_THRESHOLD = 50嚗?
- <20>?摰䂿緵<E482BF>湔𦻖璅∪<E79285><E288AA>屸<EFBFBD><E5B1B8>埈芋撘?
- <20>?隞餃𦛚靽⊥<E99DBD>摮睃<E691AE><E79D83>?job.data 銝?
- <20>?<3F>券<EFBFBD><E588B8>鸌甈∩遙<E288A9>∪<EFBFBD> pg-boss
8. **extractionWorker.ts** (390銵䕘<E98AB5><E49598>啣遣)
- <20>?<3F>寞活憭<E6B4BB><E686AD><EFBFBD>餉<EFBFBD>嚗<EFBFBD><E59A97> ASL 蝐颱撮嚗?
- <20>?雿輻鍂 CheckpointService <20>滢<EFBFBD> job.data
- <20>?<3F>峕芋<E5B395>𧢲<EFBFBD><F0A7A2B2>?+ <20>脩<EFBFBD>璉<EFBFBD>瘚?
- <20>?<3F>剔<EFBFBD>蝏凋<E89D8F><E5878B>舀<EFBFBD>
### <20>滨蔭<E6BBA8><E894AD>辣嚗<E8BEA3>耨<EFBFBD>對<EFBFBD>
9. **index.ts** (190銵?
- <20>?<3F>臬𢆡 jobQueue
- <20>?瘜典<E7989C> ASL Worker
- <20>?瘜典<E7989C> DC Worker
- <20>?<3F>臬𢆡蝻枏<E89DBB>皜<EFBFBD><E79A9C>隞餃𦛚
10. **env.ts** (靽格㺿)
- <20>?瘛餃<E7989B> `CACHE_TYPE` <20>滨蔭嚗<E894AD>𣈲<EFBFBD>?postgres嚗?
- <20>?瘛餃<E7989B> `QUEUE_TYPE` <20>滨蔭嚗<E894AD>𣈲<EFBFBD>?pgboss嚗?
11. **schema.prisma** (靽格㺿)
- <20>?瘛餃<E7989B> `AppCache` 璅∪<E79285>嚗īlatform_schema嚗?
- <20>?<3F>墧<EFBFBD> `AslScreeningTask`嚗<EFBFBD><EFBFBD><EFBFBD>?銝芸<E98A9D>畾蛛<E795BE>
- <20>?靽脲<E99DBD> `DCExtractionTask` 蝞<>瘣<EFBFBD><E798A3>銝齿溶<E9BDBF>惩<EFBFBD>畾蛛<E795BE>
---
## <20><> <20><><EFBFBD>臭漁<E887AD>?
### 1. pg-boss <20><><EFBFBD>蝥找蝙<E689BE>?
```typescript
// <20>𥕦遣<F0A595A6>笔<EFBFBD>嚗<EFBFBD><E59A97>憿餅遬撘誩<E69298>撱綽<E692B1>
await boss.createQueue('task:batch');
// <20>券<EFBFBD><E588B8>遙<EFBFBD>∴<EFBFBD>撣血<E692A3><E8A180>唳旿嚗?
await boss.send('task:batch', {
taskId: 'xxx',
batchIndex: 5,
totalBatches: 20,
checkpoint: { ... } // <20>?隞餃𦛚蝞∠<E89D9E>靽⊥<E99DBD>摮睃銁 data 銝?
});
// 瘜典<E7989C> Worker
await boss.work('task:batch', async (jobs) => {
for (const job of jobs) {
// 隞?job.data 霂餃<E99C82><E9A483>剔<EFBFBD>
const checkpoint = job.data.checkpoint;
// 憭<><E686AD>隞餃𦛚...
}
});
```
### 2. JSONB 摮埈挾<E59F88><E68CBE><EFBFBD><EFBFBD>?
```sql
-- pg-boss <20>?job.data <20>?JSONB 蝐餃<E89D90>
-- <20>臭誑<E887AD>菜暑摮睃<E691AE>隞餅<E99A9E>蝏𤘪<E89D8F><F0A498AA><EFBFBD>㺭<EFBFBD>?
UPDATE platform_schema.job
SET data = jsonb_set(
data,
'{checkpoint}',
'{"currentIndex": 250, "processedBatches": 5}'::jsonb
)
WHERE id = $1;
-- <20>亥砭撌脣<E6928C><E884A3>鞉鸌甈∴<E79488><E288B4>拍鍂 JSONB 蝝Ｗ<E89D9D>嚗?
SELECT COUNT(*)
FROM platform_schema.job
WHERE name = 'asl:screening:batch'
AND data->>'taskId' = 'xxx'
AND data->'checkpoint'->'metadata'->>'completed' = 'true';
```
### 3. <20>箄<EFBFBD><E7AE84><EFBFBD><EFBFBD>澆ế<E6BE86>剔<EFBFBD>摰䂿緵
```typescript
const QUEUE_THRESHOLD = 50;
// <20>?<3F>寞旿<E5AF9E>唳旿<E594B3>讛䌊<E8AE9B>券<EFBFBD>㗇𥋘璅∪<E79285>
if (items.length >= QUEUE_THRESHOLD) {
// <20>笔<EFBFBD>璅∪<E79285>嚗𡁜虾<F0A1819C>䭾<EFBFBD>找<EFBFBD><E689BE>?
const chunkSize = recommendChunkSize('type', items.length);
const chunks = splitIntoChunks(items, chunkSize);
await jobQueue.push(...);
} else {
// <20>湔𦻖璅∪<E79285>嚗𡁏<E59A97>扯<EFBFBD>隡睃<E99AA1>
processDirectly(items);
}
```
---
## <20><> <20><><EFBFBD><EFBFBD><EFBFBD>䔮憸䀝<E686B8>閫<EFBFBD><E996AB>
### <20>桅<EFBFBD>1嚗䫤ts-node` ESM <20>舀<EFBFBD>撌?
**<EFBFBD>桅<EFBFBD>嚗?*
```
Error: Cannot find module '.../PostgresCacheAdapter.js'
```
**<EFBFBD>笔<EFBFBD>嚗?* `ts-node` 撖?ESM <20>?`.js` <20>拙<EFBFBD><E68B99>齿𣈲<E9BDBF><F0A388B2><EFBFBD>憟?
**閫<><E996AB>嚗?* <20>寧鍂 `tsx`
```bash
npx tsx src/tests/test-postgres-cache.ts <20>?
```
---
### <20>桅<EFBFBD>2嚗䮝g-boss 餈<><E9A488><EFBFBD>園𡢿<E59C92>𣂼<EFBFBD>
**<EFBFBD>桅<EFBFBD>嚗?*
```
AssertionError: configuration assert: expiration cannot exceed 24 hours
```
**<EFBFBD>笔<EFBFBD>嚗?* 霈曄蔭鈭?`expireInSeconds: 86400`嚗?4撠𤩺𧒄嚗?
**閫<><E996AB>嚗?* <20>嫣蛹 6 撠𤩺𧒄嚗<F0A79284><E59A97><EFBFBD><EFBFBD><EFBFBD>蹂遙<E8B982>∴<EFBFBD>
```typescript
expireInSeconds: 21600 // 6撠𤩺𧒄
```
---
### <20>桅<EFBFBD>3嚗䮝g-boss 9.x 敹<>◆<EFBFBD>𥕦遣<F0A595A6>笔<EFBFBD>
**<EFBFBD>桅<EFBFBD>嚗?*
```
Error: Queue test-job does not exist
```
**<EFBFBD>笔<EFBFBD>嚗?* pg-boss 9.x <20><>閬<EFBFBD>遬撘誩<E69298>撱粹<E692B1><E7B2B9>?
**閫<><E996AB>嚗?* <20>?`push()` <20>?`process()` 銝剜溶<E5899C>?`createQueue()`
```typescript
await this.boss.createQueue(type);
```
---
### <20>桅<EFBFBD>4嚗帋<E59A97><E5B88B>∟”摮埈挾<E59F88>滚<EFBFBD>摰帋<E691B0>
**<EFBFBD>桅<EFBFBD>嚗?*
- ASL <20>?DC <20>質<EFBFBD>瘛餃<E7989B> 6 銝芰㮾<E88AB0>𣬚<EFBFBD>隞餃𦛚蝞∠<E89D9E>摮埈挾
- 餈嘥<E9A488> DRY <20>笔<EFBFBD><E7AC94>?3 撅<>沲<EFBFBD>?
**閫<><E996AB>嚗?* Platform-Only <20>嗆<EFBFBD><E59786>齿<EFBFBD>
- <20>𣳇膄銝𡁜𦛚銵其葉<E585B6><E89189>遙<EFBFBD>∠恣<E288A0><E681A3><EFBFBD>畾?
- 蝏煺<E89D8F>雿輻鍂 `platform_schema.job.data` 摮睃<E691AE>
- CheckpointService <20>滢<EFBFBD> job.data嚗峕<E59A97><E5B395>㗇芋<E39787>烾<EFBFBD>𡁶鍂
---
## <20><> <20>詨<EFBFBD><E8A9A8>𥟇鰵
### 1. Platform-Only <20>嗆<EFBFBD>璅∪<E79285>
**摰帋<E691B0>嚗?*
- <20><><EFBFBD>匧像<E58CA7>啁漣<E59581>蠘<EFBFBD>嚗<EFBFBD>遙<EFBFBD>∠恣<E288A0><E681A3><EFBFBD><EFBFBD><EFBFBD>摮塩<E691AE><E5A1A9><EFBFBD><EFBFBD>梹<EFBFBD>蝏煺<E89D8F><E785BA>?Platform 撅<><E69285><EFBFBD>?
- 銝𡁜𦛚撅<F0A69B9A>蘨<EFBFBD>單釣銝𡁜𦛚<F0A1819C>餉<EFBFBD>嚗䔶<E59A97>摮睃<E691AE>隞餃𦛚蝞∠<E89D9E>靽⊥<E99DBD>
- <20>拍鍂 pg-boss <20>?`job.data` 摮埈挾摰䂿緵隞餃𦛚<E9A483>嗆<EFBFBD><E59786>恣<EFBFBD>?
**隡睃飵嚗?*
- <20>?摰<><E691B0>蝚血<E89D9A> 3 撅<>沲<EFBFBD><E6B2B2><EFBFBD><EFBFBD>?
- <20>?隞<><E99A9E>擃睃漲憭滨鍂嚗㇃heckpointService <20>𡁶鍂嚗?
- <20>?<3F>㮖<EFBFBD>蝏湔擪嚗<E693AA><E59A97><EFBFBD>嫣耨<E5ABA3>對<EFBFBD>
- <20>?<3F>㮖<EFBFBD><E3AE96>拙<EFBFBD>嚗<EFBFBD>鰵璅∪<E79285><E288AA>𣳇<EFBFBD>瘛餃<E7989B>摮埈挾嚗?
**<EFBFBD><EFBFBD>鍂<EFBFBD>箸艶嚗?*
- 撠誩𣪧<E8AAA9><F0A3AAA7><EFBFBD><5鈭綽<E988AD>
- 銝剖<E98A9D>閫<EFBFBD>芋蝟餌<E89D9F>嚗?10銝䝄AU嚗?
- <20><>閬<EFBFBD>翰<EFBFBD>蠘翮隞?
- 撣峕<E692A3><E5B395>滢<EFBFBD>餈鞟輕<E99E9F>鞉𧋦
---
### 2. <20>箄<EFBFBD><E7AE84>峕芋撘誩<E69298><E8AAA9>?
**霈曇恣<E69B87><E681A3>艙嚗?*
- 銝齿糓<E9BDBF><E7B393><EFBFBD>劐遙<E58A90>⊿<EFBFBD><E28ABF><EFBFBD>閬<EFBFBD><E996AC><EFBFBD>?
- <20>寞旿<E5AF9E>唳旿<E594B3>𤩺惣<F0A4A9BA>賡<EFBFBD>㗇𥋘憭<F0A58B98><E686AD>璅∪<E79285>
- <20>扯<EFBFBD>銝𤾸虾<F0A4BEB8>䭾<EFBFBD>抒<EFBFBD>撟唾﹛
**摰䂿緵蝏<E7B7B5><E89D8F>嚗?*
```typescript
// 撠譍遙<E8AD8D>∴<EFBFBD><E288B4>湔𦻖憭<F0A6BB96><E686AD>嚗<EFBFBD><E59A97>扯<EFBFBD>隡睃<E99AA1>嚗?
if (items.length < 50) {
processDirectly(items); // 敹恍<E695B9>笔<EFBFBD>摨䈑<E691A8><1<><31><EFBFBD>
}
// 憭找遙<E689BE>∴<EFBFBD><E288B4>笔<EFBFBD>憭<EFBFBD><E686AD>嚗<EFBFBD>虾<EFBFBD>䭾<EFBFBD>找<EFBFBD><E689BE><EFBFBD><EFBFBD>
else {
const chunks = splitIntoChunks(items, 50);
await jobQueue.push(...); // <20>舀<EFBFBD><E88880>剔<EFBFBD>蝏凋<E89D8F>嚗<EFBFBD>虾餈鞱<E9A488>24撠𤩺𧒄
}
```
**<EFBFBD><EFBFBD><EFBFBD>嚗?*
- <20>冽<EFBFBD>雿㯄<E99BBF>嚗𡁜<E59A97>隞餃𦛚蝘垍漣<E59E8D>滚<EFBFBD>
- 蝟餌<E89D9F><E9A48C>舫<EFBFBD>嚗𡁜之隞餃𦛚銝滢<E98A9D><E6BBA2>㰘<EFBFBD><E3B098>嗅仃韐?
- <20>鞉𧋦隡睃<E99AA1>嚗𡁻<E59A97><F0A181BB>齿<EFBFBD><E9BDBF>劐遙<E58A90>⊿<EFBFBD>韏圈<E99F8F><E59C88>?
---
### 3. <20>箔<EFBFBD> job.data <20><>鱏<EFBFBD>寧賒隡?
**隡删<E99AA1><E588A0>寞<EFBFBD>嚗<EFBFBD><E59A97>隞祆<E99A9E><E7A586>萘<EFBFBD><E89098>𡁏<EFBFBD>嚗㚁<E59A97>**
```sql
-- <20>?<3F>其<EFBFBD><E585B6>∟”銝剜溶<E5899C>䭾鱏<E4ADBE>孵<EFBFBD>畾?
ALTER TABLE screening_tasks ADD COLUMN checkpoint_data JSONB;
ALTER TABLE dc_extraction_tasks ADD COLUMN checkpoint_data JSONB;
-- 瘥譍葵璅∪<E79285><E288AA>質<EFBFBD><E8B3AA>𩤃<EFBFBD>
```
**Platform-Only <20>寞<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD><EFBFBD>嚗㚁<E59A97>**
```typescript
// <20>?<3F>湔𦻖<E6B994>滢<EFBFBD> pg-boss <20>?job.data
await checkpointService.saveCheckpoint(jobId, {
currentIndex: 250,
processedBatches: 5,
totalBatches: 20
});
// <20><><EFBFBD>㗇芋<E39787>烾<EFBFBD>𡁶鍂嚗峕<E59A97><E5B395><EFBFBD>靽格㺿銝𡁜𦛚銵剁<E98AB5>
```
**<EFBFBD>𥟇鰵<EFBFBD>對<EFBFBD>**
- <20>拍鍂<E68B8D>唳<EFBFBD><E594B3>?`job.data` 摮埈挾嚗峕<E59A97><E5B395><EFBFBD><EFBFBD>啣<EFBFBD>摮埈挾
- 隞餃𦛚靽⊥<E99DBD>銝𡡞<E98A9D><F0A1A19E>埈㺭<E59F88>桀銁<E6A180>䔶<EFBFBD>霈啣<E99C88>銝哨<E98A9D><E593A8>唳旿銝<E697BF><E98A9D>湔<EFBFBD>批撩
- CheckpointService <20><>迤<EFBFBD>𡁜<EFBFBD>鈭<EFBFBD>像<EFBFBD>啁漣<E59581>𡁶鍂
---
## <20><> 蝏誯<E89D8F><E8AAAF>躰悌
### 1. <20>𦠜𧒄<F0A6A09C>𤑳緵<F0A491B3>嗆<EFBFBD><E59786>桅<EFBFBD>
**<EFBFBD>躰悌嚗?*
- Phase 6 摰峕<E691B0><E5B395>𠬍<EFBFBD><F0A0AC8D><EFBFBD><EFBFBD> Phase 7 <20>嗅<EFBFBD><E59785>唬誨<E594AC><E8AAA8><EFBFBD>憭漤䔮憸?
- **撟詨末<E8A9A8>𦠜𧒄<F0A6A09C>𤑳緵嚗?* 憒<><E68692>蝑匧<E89D91> Phase 8-9 <20>滚<EFBFBD><E6BB9A>堆<EFBFBD><E5A086>齿<EFBFBD><E9BDBF>鞉𧋦隡𡁻<E99AA1>敺<EFBFBD><E695BA>
**<EFBFBD>舐內嚗?*
- 瘥誩<E798A5><E8AAA9>𣂷<EFBFBD>銝芷𧫴畾蛛<E795BE><E89B9B>質<EFBFBD><E8B3AA>鮋▽<E9AE8B>嗆<EFBFBD>霈曇恣
- <20>𤑳緵<F0A491B3>滚<EFBFBD>隞<EFBFBD><E99A9E><EFBFBD>塚<EFBFBD>蝡见朖<E8A781><E69C96><EFBFBD><EFBFBD>臬炏<E887AC><E7828F>閬<EFBFBD><E996AC><EFBFBD>?
- "頞𦠜𡟺<F0A6A09C>齿<EFBFBD>嚗峕<E59A97><E5B395>祈<EFBFBD>雿?
---
### 2. <20><><EFBFBD><EFBFBD>拍鍂<E68B8D>唳<EFBFBD><E594B3>賢<EFBFBD>
**<EFBFBD>躰悌嚗?*
- <20><><EFBFBD>脲<EFBFBD>蝞堒銁<E5A092><E98A81><EFBFBD><EFBFBD>∟”銝剜溶<E5899C>牐遙<E78990>∠恣<E288A0><E681A3><EFBFBD>畾?
- <20>擧䔉<E693A7>讛<EFBFBD><E8AE9B>?pg-boss <20>?`job.data` 撌脩<E6928C><E884A9>𣂷<EFBFBD>鈭?JSONB 摮睃<E691AE>
- **銝箔<E98A9D>銋<EFBFBD><E98A8B><EFBFBD>剁<EFBFBD>**
**<EFBFBD>舐內嚗?*
- <20><><EFBFBD>閫<EFBFBD>歇<EFBFBD>匧極<E58CA7>瑞<EFBFBD><E7919E>賢<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>喳<EFBFBD><E596B3>臬炏<E887AC>啣遣
- pg-boss <20>?`job.data` 撠望糓銝箏<E98A9D><E7AE8F>其遙<E585B6>∪<EFBFBD><E288AA>唳旿霈曇恣<E69B87>?
- "銝滩<E98A9D><E6BBA9>齿鰵<E9BDBF>烐<EFBFBD>頧桀<E9A0A7>"
---
### 3. 瘚贝<E7989A>撽勗𢆡<E58B97><F0A286A1><EFBFBD><EFBFBD>?
**<EFBFBD>寞<EFBFBD>嚗?*
- 瘥譍葵<E8AD8D>嗆挾摰峕<E691B0><E5B395>𡒊<EFBFBD><F0A1928A>喟<EFBFBD><E5969F>蹱<EFBFBD>霂?
- 瘚贝<E7989A>銝滢<E98A9D>撉諹<E69289><E8ABB9>蠘<EFBFBD>嚗諹<E59A97><E8ABB9>湧蠧霈曇恣<E69B87>桅<EFBFBD>
- <20>訫<EFBFBD>瘚贝<E7989A> <20>?<3F><><EFBFBD>瘚贝<E7989A> <20>?<3F>嗆<EFBFBD>撉諹<E69289>瘚贝<E7989A>
**瘚贝<E7989A><E8B49D><EFBFBD>辣嚗?*
- Phase 1-5嚗? 銝芸<E98A9D><E88AB8><EFBFBD><EFBFBD>霂𤏪<E99C82>蝻枏<E89DBB><E69E8F><EFBFBD><EFBFBD><EFBFBD>𨰜<EFBFBD><F0A8B09C><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鱏<EFBFBD>對<EFBFBD>
- Phase 6-7嚗? 銝芷<E98A9D><E88AB7>鞉<EFBFBD>霂𤏪<E99C82>ASL<53><4C>C 璅⊥<E79285>瘚贝<E7989A>嚗?
- <20>齿<EFBFBD>嚗? 銝芣沲<E88AA3><E6B2B2><EFBFBD>霂<EFBFBD><E99C82>霂?
**隞瑕<E99A9E>潘<EFBFBD>**
- <20>𤑳緵鈭<E7B7B5><E988AD>銝?Linter <20>躰秤
- <20>𤑳緵鈭?pg-boss API 雿輻鍂<E8BCBB>桅<EFBFBD>
- <20>𤑳緵鈭<E7B7B5>沲<EFBFBD><E6B2B2>挽霈⊿䔮憸矋<E686B8><E79F8B>滚<EFBFBD>摮埈挾嚗?
---
## <20>㴓 颲暹<E9A2B2><E69AB9><EFBFBD>𤌍<EFBFBD>?
### <20>詨<EFBFBD><E8A9A8>格<EFBFBD> <20>?
- [x] **<EFBFBD>蹂遙<EFBFBD>∪虾<EFBFBD>䭾<EFBFBD>?*嚗𡁏𣈲<F0A1818F>?2-24 撠𤩺𧒄<F0A4A9BA><F0A79284>鵭隞餃𦛚嚗䔶<E59A97>隡𡁜<E99AA1>摰硺<E691B0><E7A1BA>滚鍳<E6BB9A><E98DB3>仃韐?
- [x] **<EFBFBD>剔<EFBFBD>蝏凋<EFBFBD>**嚗帋遙<E5B88B>∩葉<E288A9>剖<EFBFBD><E58996>臭<EFBFBD>銝𦠜活雿滨蔭蝏抒賒嚗䔶<E59A97>隡?<3F>賢僕"
- [x] **<EFBFBD>園<EFBFBD>憭𡝗<EFBFBD><EFBFBD>?*嚗帋<E59A97>撘訫<E69298> Redis嚗䔶蝙<E494B6>典歇<E585B8>厩<EFBFBD> Postgres
- [x] **3撅<33>沲<EFBFBD>?*嚗䥪latform 撅<><E69285>銝<EFBFBD>蝞∠<E89D9E>嚗䔶<E59A97><E494B6>∪<EFBFBD>銝𤘪釣銝𡁜𦛚
- [x] **隞<><E99A9E>憭滨鍂**嚗鋴heckpointService<63><65>gBossQueue <20><><EFBFBD>㗇芋<E39787>烾<EFBFBD>𡁶鍂
### <20>扯<EFBFBD><E689AF>格<EFBFBD> <20>?
- [x] **撠譍遙<E8AD8D>∪翰<E288AA>?*嚗?50<35>⊥㺭<E28AA5>桃<EFBFBD>蝥批<E89DA5>摨䈑<E691A8><E48891>湔𦻖璅∪<E79285>嚗?
- [x] **憭找遙<E689BE>∪虾<E288AA>?*嚗尠竉50<35>⊥㺭<E28AA5>桅<EFBFBD><E6A185>堒<EFBFBD><E5A092><EFBFBD><EFBFBD><EFBFBD>舀<EFBFBD><E88880>剔<EFBFBD>蝏凋<E89D8F>
- [x] **撟嗅<E6929F>憭<EFBFBD><E686AD>**嚗䮝g-boss <20>舀<EFBFBD>憭𡁜<E686AD>靘见僎銵<E5838E><E98AB5><EFBFBD>?
- [x] **<EFBFBD>芸𢆡<EFBFBD>滩<EFBFBD>**嚗𡁜仃韐乩遙<E4B9A9>∟䌊<E2889F>券<EFBFBD>霂?3 甈∴<E79488>撱嗉<E692B1> 60 蝘?
### 餈鞟輕<E99E9F>格<EFBFBD> <20>?
- [x] **蝞<><E89D9E>𤥁<EFBFBD>蝏?*嚗𡁜蘨<F0A1819C><E898A8>蝞∠<E89D9E> 1 銝芣㺭<E88AA3>桀<EFBFBD>嚗㇊ostgres嚗?
- [x] **<EFBFBD>滢<EFBFBD><EFBFBD>鞉𧋦**嚗𡁻妟憸嘥<E686B8>韐寧鍂嚗<E98D82><E59A97><EFBFBD><EFBFBD>閬?Redis嚗?
- [x] **<EFBFBD>㮖<EFBFBD><EFBFBD>烐綉**嚗𡁏<E59A97><F0A1818F>劐遙<E58A90>∩縑<E288A9>臬銁 `platform_schema.job` 銵其葉
- [x] **<EFBFBD>㮖<EFBFBD>靚<EFBFBD><EFBFBD>**嚗𡁜<E59A97><F0A1819C><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD>霈啣<E99C88><E595A3>屸<EFBFBD>霂臬<E99C82><E887AC>?
---
## <20><> <20>扯<EFBFBD>憸<EFBFBD>摯
### 撟嗅<E6929F><E59785>賢<EFBFBD>
| <20>箸艶 | 撟嗅<E6929F><E59785>?| Postgres <20>賢<EFBFBD> | <20>園<EFBFBD> |
|------|--------|---------------|------|
| 500 MAU | ~500 | <20>?頧餅𠹭<E9A485>舀<EFBFBD> | Node.js <20>閧瑪蝔?|
| 5000 MAU | ~5000 | <20>?<3F>舀<EFBFBD> | SAE 摰硺<E691B0><E7A1BA>?|
| 50000 MAU | ~50000 | <20>𩤃<EFBFBD> <20><>隡睃<E99AA1> | Postgres 餈墧𦻖<E5A2A7>?|
**蝏栞捏嚗?* 敶枏<E695B6>蝟餌<E89D9F>嚗?00 MAU嚗侨ostgres 蝏嘥笆銝齿糓<E9BDBF>園<EFBFBD><E59C92>?
---
### 隞餃𦛚憭<F0A69B9A><E686AD><EFBFBD>賢<EFBFBD>
| 隞餃𦛚蝐餃<E89D90> | <20>唳旿<E594B3>?| <20>寞活<E5AF9E>?| 憸<>恣<EFBFBD>埈𧒄 | <20>舫<EFBFBD><E888AB>?|
|---------|--------|--------|---------|--------|
| ASL 蝑偦<E89D91>?| 100蝭?| 2<>?| 10<31><30><EFBFBD> | 潃鐥<E6BD83>潃鐥<E6BD83>潃?|
| ASL 蝑偦<E89D91>?| 1000蝭?| 20<32>?| 2撠𤩺𧒄 | 潃鐥<E6BD83>潃鐥<E6BD83>潃?|
| DC <20>𣂼<EFBFBD> | 100<30>?| 2<>?| 15<31><35><EFBFBD> | 潃鐥<E6BD83>潃鐥<E6BD83>潃?|
| DC <20>𣂼<EFBFBD> | 1000<30>?| 20<32>?| 2.5撠𤩺𧒄 | 潃鐥<E6BD83>潃鐥<E6BD83>潃?|
**<EFBFBD>舫<EFBFBD><EFBFBD>找<EFBFBD><EFBFBD>頣<EFBFBD>**
- <20>?瘥𤩺鸌憭<E9B88C><E686AD>摰䔶<E691B0>摮䀹鱏<E480B9>?
- <20>?隞餃𦛚憭梯揖<E6A2AF>芸𢆡<E88AB8>滩<EFBFBD>嚗?甈∴<E79488>
- <20>?摰硺<E691B0><E7A1BA>滚鍳<E6BB9A>舘䌊<E88898>冽<EFBFBD>憭?
- <20>?<3F>舀<EFBFBD> 24 撠𤩺𧒄頞<F0A79284>鵭隞餃𦛚
---
## <20>睸 <20>芣䔉<E88AA3>拙<EFBFBD>
### 1. <20>嗡<EFBFBD>璅∪<E79285><E288AA><EFBFBD><EFBFBD>嚗<EFBFBD>妟<EFBFBD>鞉𧋦嚗?
**SSA 璅∪<E79285>嚗<EFBFBD>惣<EFBFBD>賜<EFBFBD>霈∪<E99C88><E288AA>琜<EFBFBD>嚗?*
```typescript
// <20>?<3F>湔𦻖憭滨鍂 Platform 撅<><E69285><EFBFBD>?
if (models.length >= 30) {
// 30銝芣芋<E88AA3>见<EFBFBD><E8A781>嗉<EFBFBD> <20>?<3F>笔<EFBFBD>璅∪<E79285>
await jobQueue.push('ssa:model:batch', { ... });
} else {
// <30銝芣芋<E88AA3>?<3F>?<3F>湔𦻖璅∪<E79285>
runModelsDirectly();
}
```
**RVW 璅∪<E79285>嚗<EFBFBD><E59A97><EFBFBD>桃遞餈堆<E9A488>嚗?*
```typescript
// <20>?<3F>湔𦻖憭滨鍂 Platform 撅<><E69285><EFBFBD>?
if (sections.length >= 10) {
// 10銝芰<E98A9D><E88AB0>?<3F>?<3F>笔<EFBFBD>璅∪<E79285>
await jobQueue.push('rvw:section:batch', { ... });
}
```
**<EFBFBD>𣳇<EFBFBD>隞颱<EFBFBD> Schema 靽格㺿嚗?* <20>湔𦻖雿輻鍂 job.data<74>?
---
### 2. 蝻枏<E89DBB>蝑𣇉裦隡睃<E99AA1>
**敶枏<E695B6>摰䂿緵嚗?*
- 蝞<><E89D9E>閧<EFBFBD> key-value 蝻枏<E89DBB>
- 5<><35><EFBFBD>皜<EFBFBD><E79A9C>銝<EFBFBD>甈∟<E79488><E2889F><EFBFBD>㺭<EFBFBD>?
**<EFBFBD>芣䔉<EFBFBD>臭<EFBFBD><EFBFBD>吔<EFBFBD>**
- 瘛餃<E7989B> LRU 瘛䀹掠蝑𣇉裦
- 瘛餃<E7989B>蝻枏<E89DBB>憸<EFBFBD><E686B8>
- 瘛餃<E7989B>蝻枏<E89DBB><E69E8F>賭葉<E8B3AD><E89189><EFBFBD><EFBFBD>?
---
### 3. <20>笔<EFBFBD><E7AC94>烐綉<E78390>Ｘ踎
**<EFBFBD>臬<EFBFBD><EFBFBD>堆<EFBFBD>**
```typescript
// <20>亥砭<E4BAA5>笔<EFBFBD>蝏蠘恣
const stats = await prisma.$queryRaw`
SELECT
name,
state,
COUNT(*) as count
FROM platform_schema.job
GROUP BY name, state
`;
// 摰墧𧒄<E5A2A7>烐綉嚗?
// - <20><><EFBFBD><EFBFBD>㛖<EFBFBD>敺<EFBFBD><E695BA><EFBFBD><EFBFBD>遙<EFBFBD>⊥㺭
// - 憭梯揖隞餃𦛚<E9A483>?
// - 撟喳<E6929F>憭<EFBFBD><E686AD><EFBFBD>園𡢿
```
---
## <20><> 銝衤<E98A9D>甇亥恣<E4BAA5>?
### Phase 8嚗𡁜<E59A97><F0A1819C>Ｘ<EFBFBD>霂閖<E99C82>霂?<3F>妒
| 瘚贝<E7989A>憿?| 隡睃<E99AA1>蝥?| 憸<>恣<EFBFBD>埈𧒄 |
|--------|--------|---------|
| <20>蠘<EFBFBD>瘚贝<E7989A> | 潃鐥<E6BD83>潃?| 0.5憭?|
| 隞餃𦛚<E9A483><F0A69B9A><EFBFBD>瘚贝<E7989A> | 潃鐥<E6BD83>潃?| 0.5憭?|
| **<EFBFBD>剔<EFBFBD>蝏凋<EFBFBD>瘚贝<EFBFBD>** | **潃鐥<E6BD83>潃鐥<E6BD83>潃?* | **1憭?* |
| **<EFBFBD>蹂遙<EFBFBD>⊥<EFBFBD>霂?* | **潃鐥<E6BD83>潃鐥<E6BD83>潃?* | **1憭?* |
| 摰硺<E691B0><E7A1BA>滚鍳瘚贝<E7989A> | 潃鐥<E6BD83>潃鐥<E6BD83> | 0.5憭?|
| 撟嗅<E6929F>瘚贝<E7989A> | 潃鐥<E6BD83>潃?| 0.5憭?|
| <20>扯<EFBFBD>瘚贝<E7989A> | 潃鐥<E6BD83> | 0.5憭?|
**<EFBFBD>餉恣嚗?* 5 憭?
---
### Phase 9嚗锭AE <20>函蔡銝羓瑪 <20>噐
| 隞餃𦛚 | 憸<>恣<EFBFBD>埈𧒄 |
|------|---------|
| <20>滨蔭 SAE <20>臬<EFBFBD><E887AC>㗛<EFBFBD> | 0.5憭?|
| <20>滨蔭撘寞<E69298>找撓蝻?| 0.5憭?|
| <20>啣漲<E595A3>穃<EFBFBD>嚗<EFBFBD><E59A97>撖?4撠𤩺𧒄嚗?| 1.5憭?|
| <20>券<EFBFBD><E588B8>穃<EFBFBD> | 0.5憭?|
| <20>煺漣撉諹<E69289>嚗<EFBFBD><E59A97><EFBFBD>?8撠𤩺𧒄嚗?| 2.5憭?|
**<EFBFBD>餉恣嚗?* 5.5 憭?
---
## <20>兛 <20>鞉𧋦撖寞<E69296>
### Redis <20>寞<EFBFBD>
```
Redis 摰硺<E691B0>嚗𡄯縞500/<2F>?
餈鞟輕<EFBFBD>鞉𧋦嚗𡄯縞200/<2F><><EFBFBD>憸嘥<E686B8>摮虫<E691AE><E899AB>𣬚輕<F0A3AC9A>歹<EFBFBD>
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
<EFBFBD>餉恣嚗𡄯縞700/<2F>?
撟湔<EFBFBD><EFBFBD>穿<EFBFBD>嚙?400
```
### Postgres-Only <20>寞<EFBFBD>
```
憸嘥<EFBFBD><EFBFBD>鞉𧋦嚗𡄯縞0嚗<EFBFBD>蝙<EFBFBD>典歇<EFBFBD>侨ostgres嚗?
餈鞟輕<EFBFBD>鞉𧋦嚗𡄯縞0嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD>憸嘥<EFBFBD>蝏湔擪嚗?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
<EFBFBD>餉恣嚗𡄯縞0/<2F>?
撟湔<EFBFBD><EFBFBD>穿<EFBFBD>嚙?
<EFBFBD><EFBFBD><EFBFBD>嚗𡄯縞8400/撟?<3F>兛
```
---
## <20><> <20><><EFBFBD>舀𤣰<E88880>?
### 1. pg-boss 瘛勗漲雿輻鍂
- <20>笔<EFBFBD><E7AC94>𥕦遣<F0A595A6>𣬚恣<F0A3AC9A>?
- Worker 瘜典<E7989C><E585B8>䔶遙<E494B6>∪<EFBFBD><E288AA>?
- <20>滩<EFBFBD><E6BBA9>箏<EFBFBD><E7AE8F>諹<EFBFBD><E8ABB9>毺<EFBFBD><E6AFBA>?
- **job.data 摮埈挾<E59F88><E68CBE><EFBFBD><EFBFBD>?*
### 2. Postgres 擃条漣<E69DA1>寞<EFBFBD>?
- JSONB 摮埈挾<E59F88><E68CBE><EFBFBD>瘣餅<E798A3>?
- `FOR UPDATE SKIP LOCKED` <20><>僎<EFBFBD>烐綉<E78390>?
- JSONB 蝝Ｗ<E89D9D><EFBCB7>峕䰻霂Ｖ<E99C82><EFBCB6>?
- 鈭见𦛚<E8A781>峕㺭<E5B395>桐<EFBFBD><E6A190>湔<EFBFBD>?
### 3. <20>嗆<EFBFBD>霈曇恣璅∪<E79285>
- 3 撅<>沲<EFBFBD><E6B2B2><EFBFBD>甇<EFBFBD>＆摰噼殿
- **Platform-Only 璅∪<E79285>**嚗<><E59A97><EFBFBD>堆<EFBFBD>
- <20><><EFBFBD><EFBFBD>冽芋撘𧶏<E69298>CacheAdapter<65><72>obQueue嚗?
- 撌亙<E6928C>璅∪<E79285>嚗㇃acheFactory<72><79>obFactory嚗?
---
## <20><> <20><>﹝鈭批枂
| <20><>﹝ | 霂湔<E99C82> |
|------|------|
| `04-Redis<69>寥<EFBFBD>惩<EFBFBD><E683A9>質恣<E8B3AA>?md` | Redis <20>寞<EFBFBD>嚗<EFBFBD>歇摨笔<E691A8>嚗?|
| `05-Redis蝻枏<E89DBB>銝𡡞<E98A9D><F0A1A19E>㛖<EFBFBD><E39B96>箏<EFBFBD>霂湔<E99C82>.md` | Redis <20><><EFBFBD>臬<EFBFBD><E887AC>?|
| `06-<2D>踵𧒄<E8B8B5>港遙<E6B8AF>∪虾<E288AA>䭾<EFBFBD>批<EFBFBD><E689B9>?md` | <20>蹂遙<E8B982>∪虾<E288AA>䭾<EFBFBD>抒<EFBFBD>蝛?|
| `07-Redis雿輻鍂<E8BCBB><E98D82>瘙<EFBFBD><E79899><EFBFBD>?<3F>㗇芋<E39787>?.md` | <20><>芋<EFBFBD>?Redis <20><>瘙?|
| `08-Postgres-Only <20>刻<EFBFBD><E588BB>嗆<EFBFBD>閫<EFBFBD><E996AB><EFBFBD>寞<EFBFBD>.md` | Postgres-Only <20>寞<EFBFBD> |
| **`09-Postgres-Only<6C>寥<EFBFBD>惩<EFBFBD><E683A9>質恣<E8B3AA>?摰峕㟲<E5B395>?.md`** | **霂衣<E99C82>摰墧鴌霈∪<E99C88>** |
| **`10-Postgres-Only<6C>寥<EFBFBD>㰘<EFBFBD>摨西蕭頦芾”.md`** | **餈𥕦漲蝞∠<E89D9E>** |
| **`tests/README.md`** | **瘚贝<E7989A><E8B49D><EFBFBD><EFBFBD>** |
---
## <20><> <20>餌<EFBFBD>
### 隞𦠜𠯫撌乩<E6928C><E4B9A9>?
```
隞<EFBFBD><EFBFBD>蝻硋<EFBFBD>嚗鰺1750 銵?
隞<EFBFBD><EFBFBD>靽格㺿嚗鰺500 銵?
瘚贝<EFBFBD>隞<EFBFBD><EFBFBD>嚗鰺1800 銵?
<EFBFBD><EFBFBD>﹝蝻硋<EFBFBD>嚗鰺800 銵?
<EFBFBD>桅<EFBFBD>靽桀<EFBFBD>嚗?5+ 銝?
瘚贝<EFBFBD>餈鞱<EFBFBD>嚗?0+ 甈?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
<EFBFBD>餃極雿𣈯<EFBFBD>嚗𡁶漲 8-10 撠𤩺𧒄
```
### 韐券<E99F90>靽肽<E99DBD>
- <20>?Linter <20>躰秤嚗? 銝?
- <20>?<3F>訫<EFBFBD>瘚贝<E7989A>嚗? 銝芸<E98A9D><E88AB8>券<EFBFBD>朞<EFBFBD>
- <20>?<3F><><EFBFBD>瘚贝<E7989A>嚗? 銝芸<E98A9D><E88AB8>券<EFBFBD>朞<EFBFBD>
- <20>?<3F>嗆<EFBFBD>撉諹<E69289>嚗𡁻<E59A97>朞<EFBFBD>
- <20>?<3F>蠘<EFBFBD>撉諹<E69289>嚗𡁻<E59A97>朞<EFBFBD>
### <20><><EFBFBD>臬<EFBFBD>箏𦛚
- <20>𩤃<EFBFBD> Phase 8 <20>券𢒰瘚贝<E7989A>嚗<EFBFBD><E59A97>閬?<3F>剁<EFBFBD>
- <20>𩤃<EFBFBD> <20>笔<EFBFBD> LLM 靚<>鍂瘚贝<E7989A>嚗<EFBFBD><E59A97>閬?API 撖<>𤨎嚗?
- <20>𩤃<EFBFBD> <20>煺漣<E785BA>臬<EFBFBD>撉諹<E69289>嚗𠄎AE <20>函蔡<E587BD>𠬍<EFBFBD>
---
## <20><> 銝衤<E98A9D>甇亥<E79487><E4BAA5>?
### <20>剜<EFBFBD>嚗<EFBFBD>𧋦<EFBFBD>剁<EFBFBD>
1. **Phase 8嚗𡁜<E59A97><F0A1819C>Ｘ<EFBFBD>霂閖<E99C82>霂?* 嚗?憭抬<E686AD>
- <20>剔<EFBFBD>蝏凋<E89D8F><E5878B>见<EFBFBD>瘚贝<E7989A>
- 1000蝭<30><E89DAD><EFBFBD>桀<EFBFBD><E6A180>湔<EFBFBD>蝔?
- 摰硺<E691B0><E7A1BA>滚鍳<E6BB9A>Ｗ<EFBFBD>瘚贝<E7989A>
2. **<EFBFBD><EFBFBD>﹝<EFBFBD>湔鰵** 嚗?.5憭抬<EFBFBD>
- <20>湔鰵蝟餌<E89D9F><E9A48C>嗆<EFBFBD><E59786><EFBFBD>﹝
- <20>湔鰵 ASL 璅∪<E79285><E288AA><EFBFBD>﹝
- <20>湔鰵 DC 璅∪<E79285><E288AA><EFBFBD>﹝
### 銝剜<E98A9D>嚗<EFBFBD><E59A97><EFBFBD>剁<EFBFBD>
3. **Phase 9嚗锭AE <20>函蔡銝羓瑪** 嚗?.5憭抬<EFBFBD>
- <20>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>
- <20>啣漲<E595A3>穃<EFBFBD>
- <20>煺漣撉諹<E69289>
### <20>踵<EFBFBD>嚗<EFBFBD><E59A97>蝏哨<E89D8F>
4. **<EFBFBD>烐綉<EFBFBD>䔶<EFBFBD><EFBFBD>?*
- <20>烐綉<E78390>笔<EFBFBD><E7AC94>扯<EFBFBD>
- <20>烐綉蝻枏<E89DBB><E69E8F>賭葉<E8B3AD>?
- <20>寞旿摰鮋<E691B0><E9AE8B><EFBFBD><EFBFBD>靚<EFBFBD>㟲<EFBFBD>寞活憭批<E686AD>
---
## <20><> 憿寧𤌍鈭桃<E988AD>
1. **Platform-Only <20>嗆<EFBFBD><E59786>𥟇鰵** <20><>
- 擐硋<E69390><E7A18B>箔<EFBFBD> job.data <20><>遙<EFBFBD>∠恣<E288A0><E681A3>芋撘?
- <20><>迤摰䂿緵鈭<E7B7B5>像<EFBFBD>啣<EFBFBD>蝏煺<E89D8F>蝞∠<E89D9E>
- <20>臭<EFBFBD>銝箸<E98A9D>雿喳<E99BBF>頝菜<E9A09D>靘?
2. **<EFBFBD>箄<EFBFBD><EFBFBD>峕芋撘誩<EFBFBD><EFBFBD>?* <20>㴓
- <20>寞旿<E5AF9E>唳旿<E594B3>讛䌊<E8AE9B>券<EFBFBD>㗇𥋘璅∪<E79285>
- <20>扯<EFBFBD>銝𤾸虾<F0A4BEB8>䭾<EFBFBD>抒<EFBFBD>摰𣬚<E691B0>撟唾﹛
- <20>冽<EFBFBD>雿㯄<E99BBF>隡睃<E99AA1>
3. **<EFBFBD>嗆<EFBFBD><EFBFBD>祇<EFBFBD><EFBFBD>舫<EFBFBD>** <20>兛
- 銝滚<E98A9D><E6BB9A>仿<EFBFBD>憭𣇉<E686AD>隞?
- <20>拍鍂 Postgres 摰䂿緵 Redis 蝥批<E89DA5><E689B9><EFBFBD><EFBFBD><EFBFBD>?
- <20><><EFBFBD>撠誩𣪧<E8AAA9>笔翰<E7AC94>蠘翮隞?
---
## <20><> <20>𠉛頂銝𤾸<E98A9D>擐?
**憿寧𤌍韐蠘提鈭綽<E988AD>** <20>冽<EFBFBD>
**撘<><E69298>穃𪂹<E7A983><F0AA82B9><EFBFBD>** 2025撟?2<>?<3F>?- 2025撟?2<>?3<>?
**敶枏<E695B6><E69E8F>嗆<EFBFBD><E59786><EFBFBD>** Phase 1-7 摰峕<E691B0>嚗釶hase 8-9 敺<><E695BA>銵?
---
**<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗?* V1.0
**<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD>** 2025撟?2<>?3<>?
**銝𧢲活<F0A7A2B2>湔鰵嚗?* Phase 8 摰峕<E691B0><E5B395>?
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