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%)
25 KiB
鈭穃<EFBFBD><EFBFBD>罸<EFBFBD>蝵脫沲<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
*<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗? V1.0
*<EFBFBD>𥕦遣<EFBFBD>交<EFBFBD>嚗? 2025-11-16
*<EFBFBD><EFBFBD>鍂撖寡情嚗? <20>𡒊垢撘<E59EA2><E69298>㻫<EFBFBD><E3BBAB>沲<EFBFBD><E6B2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝏? 蝏湔擪<EFBFBD><EFBFBD><EFBFBD> <20>嗆<EFBFBD><E59786>a<EFBFBD>
<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD> <20>?撌脣<E6928C><E884A3>?
<EFBFBD><EFBFBD> <20><>﹝霂湔<E99C82>
<EFBFBD>祆<EFBFBD>獢<EFBFBD><EFBFBD>靘?AI銝游<EFBFBD><EFBFBD>𠉛弦撟喳蝱 <20>函蔡<E587BD>圈燵<E59C88>䔶<EFBFBD> Serverless <20>嗆<EFBFBD><E59786><EFBFBD><EFBFBD><EFBFBD>湔<EFBFBD><E6B994>𨰜<EFBFBD>?
**潃?<3F>滩<EFBFBD><E6BBA9>湔鰵嚗?025-11-16嚗?*嚗? 撟喳蝱<E596B3>箇<EFBFBD>霈暹鴌<E69AB9><E9B48C>祕蝏<E7A595><E89D8F><EFBFBD>質恣<E8B3AA>鍦<EFBFBD>隞<EFBFBD><E99A9E>摰䂿緵撌脰<E6928C>蝘餃<E89D98>嚗? 撟喳蝱<EFBFBD>箇<EFBFBD>霈暹鴌閫<EFBFBD><EFBFBD>
<EFBFBD>祆<EFBFBD>獢<EFBFBD><EFBFBD><EFBFBD>虫<EFBFBD>嚗?> - 鈭穃<E988AD><E7A983><EFBFBD>沲<EFBFBD><E6B2B2><EFBFBD>颱<EFBFBD>霈曇恣
- <EFBFBD>輸<EFBFBD>鈭烐<EFBFBD><EFBFBD>⊿<EFBFBD>匧<EFBFBD><EFBFBD>屸<EFBFBD>蝵?> - Docker摰孵膥<E5ADB5>硋<EFBFBD><E7A18B>函蔡瘚<E894A1><E7989A>
- <EFBFBD>鞉𧋦隡啁<EFBFBD><EFBFBD>𣬚<EFBFBD><EFBFBD>批<EFBFBD>霅? **<2A><>﹝摰帋<E691B0>**嚗?- <20>祆<EFBFBD>獢<EFBFBD><E78DA2>03嚗㚁<E59A97>鈭穃<EFBFBD><EFBFBD>罸<EFBFBD>蝵脫沲<EFBFBD><EFBFBD><EFBFBD>餉<EFBFBD> - 靘折<E99D98>鈭烐<E988AD><E78390>∪<EFBFBD><E288AA>函蔡瘚<E894A1><E7989A>
- 04<EFBFBD><EFBFBD>﹝嚗?撟喳蝱<EFBFBD>箇<EFBFBD>霈暹鴌閫<EFBFBD><EFBFBD>* - 靘折<E99D98>隞<EFBFBD><E99A9E>摰䂿緵<E482BF><E7B7B5><EFBFBD><EFBFBD>烐<EFBFBD><E78390>?
<EFBFBD><EFBFBD>粉<EFBFBD>園𡢿嚗?0 <20><><EFBFBD>
摰墧鴌<EFBFBD>園𡢿嚗𡁜<EFBFBD>閫?撟喳蝱<EFBFBD>箇<EFBFBD>霈暹鴌閫<EFBFBD><EFBFBD> <20>?.5憭拙<EFBFBD><EFBFBD>質恣<EFBFBD>?
<EFBFBD><EFBFBD>儭?<3F>嗆<EFBFBD>霂西圾
1. Serverless 摨𠉛鍂撘閙<E69298> (SAE)
*鈭批<EFBFBD><EFBFBD>寞<EFBFBD>?
| <EFBFBD>寞<EFBFBD>? | 霂湔<EFBFBD> | 隡睃飵 |
|---|---|---|
| *<EFBFBD>芸𢆡<EFBFBD>拍憬摰? | <EFBFBD>寞旿瘚<EFBFBD><EFBFBD><EFBFBD>芸𢆡靚<EFBFBD>㟲摰硺<EFBFBD><EFBFBD>堆<EFBFBD>0-100嚗? | 擃睃陸<EFBFBD>煺<EFBFBD>摰閙㦤嚗䔶<EFBFBD>靚瑟<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? |
| <EFBFBD>厰<EFBFBD>隞䁅晶 | 瞼0.000110592/霂瑟<E99C82>甈?+ 摰硺<E691B0>韐? | <EFBFBD>脲<EFBFBD><EFBFBD><EFBFBD>晶蝥?瞼200-500 |
| *摰孵膥<EFBFBD>㚚<EFBFBD>蝵? | <EFBFBD>舀<EFBFBD> Docker <20>𨅯<EFBFBD> | <EFBFBD>臬<EFBFBD>銝<EFBFBD><EFBFBD>湔<EFBFBD>改<EFBFBD>敹恍<EFBFBD>笔<EFBFBD>皛? |
| <EFBFBD><EFBFBD>蔭韐蠘蝸<EFBFBD><EFBFBD>﹛ | <EFBFBD>芸𢆡<EFBFBD><EFBFBD><EFBFBD>瘚<EFBFBD><EFBFBD> | <EFBFBD>𣳇<EFBFBD><EFBFBD>閧𡠺韐凋僭 SLB |
| *<EFBFBD>亙熒璉<EFBFBD><EFBFBD>? | <EFBFBD>芸𢆡<EFBFBD>滚鍳撘<EFBFBD>虜摰硺<EFBFBD> | <EFBFBD>鞾<EFBFBD><EFBFBD>舐鍂<EFBFBD>? |
摰硺<EFBFBD>閫<EFBFBD>聢<EFBFBD>㗇𥋘
| <EFBFBD>嗆挾 | 閫<EFBFBD>聢 | vCPU | <EFBFBD><EFBFBD><EFBFBD> | <EFBFBD><EFBFBD>鍂<EFBFBD>箸艶 |
|---|---|---|---|---|
| 撘<EFBFBD><EFBFBD>?瘚贝<E7989A> | 0.5C1G | 0.5<EFBFBD>? | 1GB | <EFBFBD>亥窈瘙?< 1000 |
| <EFBFBD>脲<EFBFBD> | 1C2G | 1<EFBFBD>? | 2GB | <EFBFBD>亥窈瘙?1000-5000 |
| *<EFBFBD>鞾鵭<EFBFBD>? | 2C4G | 2<EFBFBD>? | 4GB | <EFBFBD>亥窈瘙?5000-20000 |
| *<EFBFBD>鞟<EFBFBD><EFBFBD>? | 4C8G | 4<EFBFBD>? | 8GB | <EFBFBD>亥窈瘙?> 20000 |
撱箄悅<EFBFBD>滨蔭嚗?```yaml
SAE 摨𠉛鍂<F0A0899B>滨蔭
摰硺<EFBFBD>閫<EFBFBD>聢: 1C2G <0A><>撠誩<E692A0>靘𧢲㺭: 1 # <20>踹<EFBFBD><E8B8B9>瑕鍳<E79195>?<3F><>憭批<E686AD>靘𧢲㺭: 10 CPU 閫血<E996AB><E8A180>拙捆<E68B99><E68D86><EFBFBD>? 70% <0A><><EFBFBD>閫血<E996AB><E8A180>拙捆<E68B99><E68D86><EFBFBD>? 80%
---
### 2. 鈭烐㺭<E78390>桀<EFBFBD> RDS (PostgreSQL 15)
#### **閫<>聢<EFBFBD>匧<EFBFBD>**
| <20>嗆挾 | 閫<>聢 | vCPU | <20><><EFBFBD> | <20><>憭扯<E686AD><E689AF>交㺭 | <20><>晶 |
|------|------|------|------|-----------|------|
| **撘<><E69298>?瘚贝<E7989A>** | <20>箇<EFBFBD><E7AE87>?1C1G | 1<>?| 1GB | 100 | 瞼120 |
| **<2A>脲<EFBFBD>** | <20>𡁶鍂<F0A181B6>?2C4G | 2<>?| 4GB | 400 | 瞼300 |
| **<2A>鞾鵭<E99EBE>?* | <20>𡁶鍂<F0A181B6>?4C8G | 4<>?| 8GB | 800 | 瞼600 |
| **<2A>鞟<EFBFBD><E99E9F>?* | <20>砌澈<E7A08C>?8C16G | 8<>?| 16GB | 1600 | 瞼1200 |
#### **<2A>喲睸<E596B2>滨蔭**
```sql
-- <20>亦<EFBFBD>敶枏<E695B6><E69E8F><EFBFBD>憭扯<E686AD><E689AF>交㺭
SHOW max_connections;
-- <20>亦<EFBFBD>敶枏<E695B6>瘣餉<E798A3>餈墧𦻖
SELECT count(*) FROM pg_stat_activity;
-- <20>㗇㺭<E39787>桀<EFBFBD><E6A180><EFBFBD><EFBFBD>蝏蠘恣餈墧𦻖
SELECT datname, count(*)
FROM pg_stat_activity
GROUP BY datname;
**餈墧𦻖瘙㰘恣蝞堒<E89D9E>撘?*嚗?``` 瘥誩<E798A5>靘贝<E99D98><E8B49D>交㺭 = RDS<44><53>憭扯<E686AD><E689AF>交㺭 / SAE<41><45>憭批<E686AD>靘𧢲㺭 <20> 0.8嚗<EFBFBD><EFBFBD><EFBFBD>函頂<EFBFBD>堆<EFBFBD>
蝷箔<EFBFBD>嚗?RDS: 400餈墧𦻖 SAE: <20><>憭?0摰硺<E691B0> 瘥誩<E798A5>靘? 400 / 10 <20> 0.8 = 32餈墧𦻖
---
### 3. 撖寡情摮睃<E691AE> OSS
#### **Bucket <20>滨蔭**
```yaml
Bucket<65>滨妍: aiclinical-prod
<0A>箏<EFBFBD>: <20>𦒘<EFBFBD>1嚗<31>㜺撌痹<E6928C>oss-cn-hangzhou
摮睃<E691AE>蝐餃<E89D90>: <20><><EFBFBD>摮睃<E691AE>
霈輸䔮<E8BCB8><E494AE><EFBFBD>: 蝘<><E89D98>嚗㇊rivate嚗?<3F><>𧋦<EFBFBD>批<EFBFBD>: 撘<><E69298>?頝典<E9A09D>霈曄蔭: <20><>捂<EFBFBD>滨垢<E6BBA8>笔<EFBFBD>
<EFBFBD>桀<EFBFBD>蝏𤘪<EFBFBD>閫<EFBFBD><EFBFBD>
aiclinical-prod/
<0A>鎿<EFBFBD><E98EBF><EFBFBD> asl/
<0A>? <20>鎿<EFBFBD><E98EBF><EFBFBD> pdfs/ # PDF<44><46>辣
<0A>? <20>鎿<EFBFBD><E98EBF><EFBFBD> excel/ # Excel<65><6C>辣
<0A>? <20>婙<EFBFBD><E5A999><EFBFBD> exports/ # 撖澆枂<E6BE86><E69E82>辣
<0A>鎿<EFBFBD><E98EBF><EFBFBD> avatars/ # <20>冽<EFBFBD>憭游<E686AD>
<0A>鎿<EFBFBD><E98EBF><EFBFBD> documents/ # <20>亥<EFBFBD>摨𤘪<E691A8>獢?<3F>婙<EFBFBD><E5A999><EFBFBD> temp/ # 銝湔𧒄<E6B994><F0A79284>辣嚗?憭拙<E686AD><E68B99>芸𢆡<E88AB8>𣳇膄嚗?```
#### **<2A>笔𦶢<E7AC94>冽<EFBFBD>蝞∠<E89D9E>**
```json
{
"Rules": [
{
"ID": "delete-temp-files",
"Prefix": "temp/",
"Status": "Enabled",
"Expiration": {
"Days": 1
}
},
{
"ID": "archive-old-pdfs",
"Prefix": "asl/pdfs/",
"Status": "Enabled",
"Transitions": [
{
"Days": 90,
"StorageClass": "IA" // 頧砌蛹雿𡡞<E99BBF>霈輸䔮
}
]
}
]
}
<EFBFBD>凃 摮睃<E691AE><E79D83>質情撅<E68385>挽霈∴<E99C88><E288B4>詨<EFBFBD>嚗?
<EFBFBD>亙藁摰帋<EFBFBD>
<EFBFBD><EFBFBD>辣嚗䫤backend/src/common/storage/StorageAdapter.ts`
/**
* 摮睃<E691AE><E79D83>質情撅<E68385>𦻖<EFBFBD>? *
* @description
* - <20>舀<EFBFBD><E88880>砍𧑐<E7A08D><F0A79190>辣蝟餌<E89D9F> + <20>輸<EFBFBD>鈭?OSS <20>删<EFBFBD><E588A0><EFBFBD>揢
* - <20>朞<EFBFBD><E69C9E>臬<EFBFBD><E887AC>㗛<EFBFBD><E3979B>批<EFBFBD>摰䂿緵蝐? *
* @example
* const storage = StorageFactory.create()
* const url = await storage.upload('files/doc.pdf', buffer)
*/
export interface StorageAdapter {
/**
* 銝𠹺<E98A9D><F0A0B9BA><EFBFBD>辣
* @param key 摮睃<E691AE><E79D83>殷<EFBFBD>頝臬<E9A09D>嚗㚁<E59A97>憒?'asl/pdfs/xxx.pdf'
* @param buffer <20><>辣<EFBFBD><E8BEA3>捆
* @returns 霈輸䔮URL
*/
upload(key: string, buffer: Buffer): Promise<string>
/**
* 銝贝蝸<E8B49D><E89DB8>辣
* @param key 摮睃<E691AE><E79D83>? * @returns <20><>辣<EFBFBD><E8BEA3>捆
*/
download(key: string): Promise<Buffer>
/**
* <20>𣳇膄<F0A3B387><E88684>辣
* @param key 摮睃<E691AE><E79D83>? */
delete(key: string): Promise<void>
/**
* <20>瑕<EFBFBD>霈輸䔮URL
* @param key 摮睃<E691AE><E79D83>? * @returns 摰峕㟲霈輸䔮URL
*/
getUrl(key: string): string
/**
* <20>寥<EFBFBD>銝𠹺<E98A9D>
* @param files <20><>辣<EFBFBD>𡑒”
* @returns URL<52>𡑒”
*/
uploadMany(files: Array<{ key: string; buffer: Buffer }>): Promise<string[]>
}
LocalAdapter 摰䂿緵嚗<E7B7B5>𧋦<EFBFBD>啣<EFBFBD><E595A3>𡢅<EFBFBD>
<EFBFBD><EFBFBD>辣嚗䫤backend/src/common/storage/LocalAdapter.ts`
import fs from 'fs/promises'
import path from 'path'
import { StorageAdapter } from './StorageAdapter.js'
/**
* <20>砍𧑐<E7A08D><F0A79190>辣蝟餌<E89D9F>摮睃<E691AE><E79D83><EFBFBD><EFBFBD><EFBFBD>? *
* @description
* - <20>其<EFBFBD><E585B6>砍𧑐撘<F0A79190><E69298>𤑳㴓憓? * - <20><>辣摮睃<E691AE><E79D83>?./uploads <20>桀<EFBFBD>
* - <20>朞<EFBFBD> HTTP 霈輸䔮嚗冴ttp://localhost:3001/uploads/xxx
*/
export class LocalAdapter implements StorageAdapter {
private uploadDir: string
private baseUrl: string
constructor() {
this.uploadDir = path.resolve(process.cwd(), 'uploads')
this.baseUrl = process.env.BASE_URL || 'http://localhost:3001'
// 蝖桐<E89D96><E6A190>桀<EFBFBD>摮睃銁
this.ensureUploadDir()
}
private async ensureUploadDir() {
try {
await fs.mkdir(this.uploadDir, { recursive: true })
} catch (error) {
console.error('<27>𥕦遣銝𠹺<E98A9D><F0A0B9BA>桀<EFBFBD>憭梯揖:', error)
}
}
async upload(key: string, buffer: Buffer): Promise<string> {
const filePath = path.join(this.uploadDir, key)
// 蝖桐<E89D96><E6A190>嗥𤌍敶訫<E695B6><E8A8AB>? await fs.mkdir(path.dirname(filePath), { recursive: true })
// <20>坔<EFBFBD><E59D94><EFBFBD>辣
await fs.writeFile(filePath, buffer)
// 餈𥪜<E9A488>霈輸䔮URL
return this.getUrl(key)
}
async download(key: string): Promise<Buffer> {
const filePath = path.join(this.uploadDir, key)
return await fs.readFile(filePath)
}
async delete(key: string): Promise<void> {
const filePath = path.join(this.uploadDir, key)
try {
await fs.unlink(filePath)
} catch (error) {
// <20><>辣銝滚<E98A9D><E6BB9A>冽𧒄敹賜裦<E8B39C>躰秤
if ((error as any).code !== 'ENOENT') {
throw error
}
}
}
getUrl(key: string): string {
return `${this.baseUrl}/uploads/${key}`
}
async uploadMany(files: Array<{ key: string; buffer: Buffer }>): Promise<string[]> {
const urls = await Promise.all(
files.map(file => this.upload(file.key, file.buffer))
)
return urls
}
}
OSSAdapter 摰䂿緵嚗<E7B7B5><E59A97>鈭抒㴓憓<E3B493><E68693>
<EFBFBD><EFBFBD>辣嚗䫤backend/src/common/storage/OSSAdapter.ts`
import OSS from 'ali-oss'
import { StorageAdapter } from './StorageAdapter.js'
/**
* <20>輸<EFBFBD>鈭?OSS 摮睃<E691AE><E79D83><EFBFBD><EFBFBD><EFBFBD>? *
* @description
* - <20>其<EFBFBD><E585B6>煺漣<E785BA>臬<EFBFBD>
* - <20><>辣摮睃<E691AE><E79D83>券燵<E588B8>䔶<EFBFBD> OSS
* - <20>舀<EFBFBD><E88880><EFBFBD><EFBFBD>/憭𣇉<E686AD>霈輸䔮
*/
export class OSSAdapter implements StorageAdapter {
private client: OSS
private bucket: string
private region: string
constructor() {
this.region = process.env.OSS_REGION!
this.bucket = process.env.OSS_BUCKET!
if (!this.region || !this.bucket) {
throw new Error('OSS<53>滨蔭蝻箏仃嚗鐾SS_REGION <20>?OSS_BUCKET <20>芾挽蝵?)
}
this.client = new OSS({
region: this.region,
accessKeyId: process.env.OSS_ACCESS_KEY_ID!,
accessKeySecret: process.env.OSS_ACCESS_KEY_SECRET!,
bucket: this.bucket,
// 雿輻鍂<E8BCBB><E98D82><EFBFBD>endpoint嚗𠄎AE霈輸䔮OSS<53>齿<EFBFBD><E9BDBF>讛晶嚗? internal: process.env.NODE_ENV === 'production',
})
}
async upload(key: string, buffer: Buffer): Promise<string> {
try {
const result = await this.client.put(key, buffer)
return result.url
} catch (error) {
console.error('OSS銝𠹺<EFBFBD>憭梯揖:', error)
throw new Error(`OSS銝𠹺<E98A9D>憭梯揖: ${key}`)
}
}
async download(key: string): Promise<Buffer> {
try {
const result = await this.client.get(key)
return result.content as Buffer
} catch (error) {
console.error('OSS銝贝蝸憭梯揖:', error)
throw new Error(`OSS銝贝蝸憭梯揖: ${key}`)
}
}
async delete(key: string): Promise<void> {
try {
await this.client.delete(key)
} catch (error) {
console.error('OSS<EFBFBD>𣳇膄憭梯揖:', error)
// <20><>辣銝滚<E98A9D><E6BB9A>冽𧒄銝齿<E98A9D><E9BDBF>粹<EFBFBD>霂? }
}
getUrl(key: string): string {
// 餈𥪜<E9A488>憭𣇉<E686AD>霈輸䔮URL
return `https://${this.bucket}.${this.region}.aliyuncs.com/${key}`
}
async uploadMany(files: Array<{ key: string; buffer: Buffer }>): Promise<string[]> {
// 撟嗉<E6929F>銝𠹺<E98A9D>嚗<EFBFBD><E59A97>憭?0銝芸僎<E88AB8>𡢅<EFBFBD>
const chunks = []
for (let i = 0; i < files.length; i += 10) {
chunks.push(files.slice(i, i + 10))
}
const urls: string[] = []
for (const chunk of chunks) {
const chunkUrls = await Promise.all(
chunk.map(file => this.upload(file.key, file.buffer))
)
urls.push(...chunkUrls)
}
return urls
}
/**
* <20><><EFBFBD>蝑曉<E89D91>URL嚗<4C>葩<EFBFBD>嗉挪<E59789>殷<EFBFBD>
* @param key 摮睃<E691AE><E79D83>? * @param expires 餈<><E9A488><EFBFBD>園𡢿嚗<F0A1A2BF><E59A97>嚗㚁<E59A97>暺䁅恕1撠𤩺𧒄
*/
async getSignedUrl(key: string, expires: number = 3600): Promise<string> {
return this.client.signatureUrl(key, { expires })
}
}
StorageFactory 撌亙<E6928C>蝐?
<EFBFBD><EFBFBD>辣嚗䫤backend/src/common/storage/StorageFactory.ts`
import { StorageAdapter } from './StorageAdapter.js'
import { LocalAdapter } from './LocalAdapter.js'
import { OSSAdapter } from './OSSAdapter.js'
/**
* 摮睃<E691AE>撌亙<E6928C>蝐? *
* @description
* - <20>寞旿<E5AF9E>臬<EFBFBD><E887AC>㗛<EFBFBD><E3979B>芸𢆡<E88AB8>㗇𥋘摮睃<E691AE>摰䂿緵
* - STORAGE_TYPE=local <20>?LocalAdapter
* - STORAGE_TYPE=oss <20>?OSSAdapter
*/
export class StorageFactory {
private static instance: StorageAdapter | null = null
/**
* <20>𥕦遣摮睃<E691AE>摰硺<E691B0>嚗<EFBFBD><E59A97>靘𧢲芋撘𧶏<E69298>
*/
static create(): StorageAdapter {
if (this.instance) {
return this.instance
}
const storageType = process.env.STORAGE_TYPE || 'local'
switch (storageType) {
case 'oss':
console.log('<27>𣑐 雿輻鍂<E8BCBB>輸<EFBFBD>鈭?OSS 摮睃<E691AE>')
this.instance = new OSSAdapter()
break
case 'local':
console.log('<27><> 雿輻鍂<E8BCBB>砍𧑐<E7A08D><F0A79190>辣摮睃<E691AE>')
this.instance = new LocalAdapter()
break
default:
throw new Error(`<60>芰䰻<E88AB0><E4B0BB><EFBFBD><EFBFBD>函掩<E587BD>? ${storageType}`)
}
return this.instance
}
/**
* <20>滨蔭摰硺<E691B0>嚗<EFBFBD>鍂鈭擧<E988AD>霂𤏪<E99C82>
*/
static reset() {
this.instance = null
}
}
// 撖澆枂<E6BE86>蓥<EFBFBD>
export const storage = StorageFactory.create()
雿輻鍂蝷箔<EFBFBD>
// backend/src/modules/asl/controllers/literatureController.ts
import { storage } from '../../../common/storage/StorageFactory.js'
import { prisma } from '../../../config/database.js'
/**
* 銝𠹺<E98A9D>PDF<44><46>辣
*/
export async function uploadPdf(req, res) {
try {
const { literatureId } = req.params
const file = await req.file()
if (!file) {
return res.status(400).send({ error: 'No file uploaded' })
}
// 霂餃<E99C82><E9A483><EFBFBD>辣<EFBFBD><E8BEA3>捆
const buffer = await file.toBuffer()
// <20><><EFBFBD>摮睃<E691AE><E79D83>? const key = `asl/pdfs/${Date.now()}-${file.filename}`
// <20>?銝𠹺<E98A9D><F0A0B9BA>啣<EFBFBD><E595A3>剁<EFBFBD><E58981>芸𢆡<E88AB8>寞旿<E5AF9E>臬<EFBFBD><E887AC>㗇𥋘Local<61>𤈛SS嚗? const url = await storage.upload(key, buffer)
// 靽嘥<E99DBD><E598A5>唳㺭<E594B3>桀<EFBFBD>
await prisma.aslLiterature.update({
where: { id: literatureId },
data: {
pdfUrl: url,
pdfOssKey: key,
pdfFileSize: buffer.length,
}
})
res.send({
success: true,
url,
size: buffer.length
})
} catch (error) {
console.error('PDF銝𠹺<E98A9D>憭梯揖:', error)
res.status(500).send({ error: 'Upload failed' })
}
}
/**
* Excel銝𠹺<E98A9D>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD>閬<EFBFBD><E996AC><EFBFBD>剁<EFBFBD><E58981>湔𦻖閫<F0A6BB96><E996AB>嚗? */
export async function importExcel(req, res) {
const file = await req.file()
const buffer = await file.toBuffer()
// <20>?<3F>湔𦻖隞𤾸<E99A9E>摮䁅圾<E48185>琜<EFBFBD>銝滩氜<E6BBA9>? const workbook = xlsx.read(buffer, { type: 'buffer' })
const data = xlsx.utils.sheet_to_json(workbook.Sheets[workbook.SheetNames[0]])
// <20>寥<EFBFBD><E5AFA5>亙<EFBFBD>
await prisma.aslLiterature.createMany({ data })
res.send({ success: true, count: data.length })
}
<EFBFBD>圲 <20>唳旿摨栞<E691A8><E6A09E>交<EFBFBD><E4BAA4>滨蔭
Prisma<EFBFBD>滨蔭
<EFBFBD><EFBFBD>辣嚗䫤backend/src/config/database.ts`
import { PrismaClient } from '@prisma/client'
// <20>臬<EFBFBD><E887AC>斗鱏
const isProduction = process.env.NODE_ENV === 'production'
// 霈∠<E99C88>餈墧𦻖瘙惩之撠?// <20>煺漣<E785BA>臬<EFBFBD>嚗鑹DS 400餈墧𦻖 / SAE 10摰硺<E691B0> <20> 0.8 = 32餈墧𦻖/摰硺<E691B0>
// 撘<><E69298>𤑳㴓憓<E3B493><E68693><EFBFBD>砍𧑐 PostgreSQL嚗?餈墧𦻖頞喳<E9A09E>
const connectionLimit = isProduction ? 32 : 5
/**
* Prisma 摰X<E691B0>蝡舫<E89DA1>蝵? */
export const prisma = new PrismaClient({
log: isProduction
? ['error', 'warn'] // <20>煺漣<E785BA>臬<EFBFBD><E887AC>芾扇敶閖<E695B6>霂臬<E99C82>霅血<E99C85>
: ['query', 'error', 'warn'], // 撘<><E69298>𤑳㴓憓<E3B493>扇敶閙<E695B6><E99699>㗇䰻霂?
datasources: {
db: {
url: process.env.DATABASE_URL
}
},
// <20>喲睸<E596B2>滨蔭嚗朞<E59A97><E69C9E>交<EFBFBD>
...(isProduction && {
// 隞<>銁<EFBFBD>煺漣<E785BA>臬<EFBFBD><E887AC>滨蔭餈墧𦻖瘙𣳇<E79899><F0A3B387>? datasources: {
db: {
url: process.env.DATABASE_URL,
// 餈墧𦻖瘙𣳇<E79899>蝵? pool: {
timeout: 5, // <20>瑕<EFBFBD>餈墧𦻖頞<F0A6BB96>𧒄嚗<F0A79284><E59A97>嚗? maxsize: connectionLimit, // <20><>憭扯<E686AD><E689AF>交㺭
min: 2, // <20><>撠譍<E692A0><E8AD8D><EFBFBD><EFBFBD><EFBFBD>? }
}
}
})
})
// 隡㗛<E99AA1><E3979B>喲𡡒
process.on('SIGINT', async () => {
console.log('<27>𣑐 甇<>銁<EFBFBD>喲𡡒<E596B2>唳旿摨栞<E691A8><E6A09E>?..')
await prisma.$disconnect()
process.exit(0)
})
process.on('SIGTERM', async () => {
console.log('<27>𣑐 <20>嗅<EFBFBD>SIGTERM嚗峕迤<E5B395>典<EFBFBD><E585B8>剜㺭<E5899C>桀<EFBFBD>餈墧𦻖...')
await prisma.$disconnect()
process.exit(0)
})
// 餈墧𦻖<E5A2A7>啁<EFBFBD><E59581>改<EFBFBD>隞<EFBFBD><E99A9E>鈭抒㴓憓<E3B493><E68693>
if (isProduction) {
setInterval(async () => {
try {
const result = await prisma.$queryRaw<Array<{ count: bigint }>>`
SELECT count(*) as count
FROM pg_stat_activity
WHERE datname = current_database()
`
const connectionCount = Number(result[0].count)
console.log(`<60><> 敶枏<E695B6><E69E8F>唳旿摨栞<E691A8><E6A09E>交㺭: ${connectionCount}`)
// <20>𡃏郎<F0A1838F><E9838E><EFBFBD>潘<EFBFBD>80%
const maxConnections = 400 // <20>寞旿RDS閫<53>聢霈曄蔭
if (connectionCount > maxConnections * 0.8) {
console.error(`<60>𩤃<EFBFBD> <20>唳旿摨栞<E691A8><E6A09E>交㺭餈<E3BAAD><E9A488>: ${connectionCount}/${maxConnections}`)
}
} catch (error) {
console.error('餈墧𦻖<E5A2A7>啁<EFBFBD><E59581>批仃韐?', error)
}
}, 60000) // 瘥?0蝘埝<E89D98><E59F9D>乩<EFBFBD>甈?}
<EFBFBD><EFBFBD> <20>臬<EFBFBD><E887AC>㗛<EFBFBD>蝞∠<E89D9E>
<EFBFBD>砍𧑐撘<EFBFBD><EFBFBD>𤑳㴓憓?
<EFBFBD><EFBFBD>辣嚗䫤backend/.env.development`
# <20>臬<EFBFBD>
NODE_ENV=development
# 摮睃<E691AE><E79D83>滨蔭
STORAGE_TYPE=local
BASE_URL=http://localhost:3001
# <20>唳旿摨?DATABASE_URL=postgresql://postgres:postgres@localhost:5432/aiclinical_dev
# LLM<4C>滨蔭
LLM_API_KEY=sk-xxx
LLM_BASE_URL=https://api.deepseek.com
# <20>嗡<EFBFBD><E597A1>滚𦛚嚗<F0A69B9A>𧋦<EFBFBD>唳<EFBFBD><E594B3><EFBFBD><EFBFBD>滨蔭嚗?OSS_REGION=
OSS_ACCESS_KEY_ID=
OSS_ACCESS_KEY_SECRET=
OSS_BUCKET=
<EFBFBD>煺漣<EFBFBD>臬<EFBFBD><EFBFBD>滨蔭
<EFBFBD>沒AE<EFBFBD>批<EFBFBD><EFBFBD>圈<EFBFBD>蝵殷<EFBFBD>銝滩<EFBFBD><EFBFBD>坔<EFBFBD><EFBFBD><EFBFBD>辣嚗?
# <20>臬<EFBFBD>
NODE_ENV=production
# 摮睃<E691AE><E79D83>滨蔭
STORAGE_TYPE=oss
OSS_REGION=oss-cn-hangzhou
OSS_ACCESS_KEY_ID=LTAI5t***嚗<><E59A97>RAM<41>冽<EFBFBD><E586BD>瑕<EFBFBD>嚗?OSS_ACCESS_KEY_SECRET=***
OSS_BUCKET=aiclinical-prod
# <20>唳旿摨?DATABASE_URL=postgresql://aiclinical:***@rm-xxx.mysql.rds.aliyuncs.com:5432/aiclinical_prod
# LLM<4C>滨蔭
LLM_API_KEY=sk-***
LLM_BASE_URL=https://api.deepseek.com
# <20>亙<EFBFBD>蝥批<E89DA5>
LOG_LEVEL=info
<EFBFBD>閦 Docker <20>滨蔭
Dockerfile
<EFBFBD><EFBFBD>辣嚗䫤backend/Dockerfile`
# ==================== <20><>遣<EFBFBD>嗆挾 ====================
FROM node:20-alpine AS builder
WORKDIR /app
# 憭滚<E686AD>靘肽<E99D98><E882BD><EFBFBD>辣
COPY package*.json ./
COPY prisma ./prisma/
# 摰㕑<E691B0>靘肽<E99D98>嚗<EFBFBD><E59A97><EFBFBD>查ev靘肽<E99D98>嚗𣬚鍂鈭擧<E988AD>撱綽<E692B1>
RUN npm ci
# 憭滚<E686AD>皞𣂷誨<F0A382B7>?COPY . .
# <20><><EFBFBD> Prisma Client
RUN npx prisma generate
# <20><>遣 TypeScript
RUN npm run build
# ==================== <20>煺漣<E785BA>嗆挾 ====================
FROM node:20-alpine
WORKDIR /app
# 憭滚<E686AD>靘肽<E99D98><E882BD><EFBFBD>辣
COPY package*.json ./
COPY prisma ./prisma/
# 隞<><E99A9E>鋆<EFBFBD><E98B86>鈭找<E988AD>韏?RUN npm ci --only=production
# <20><><EFBFBD> Prisma Client
RUN npx prisma generate
# 隞擧<E99A9E>撱粹𧫴畾萄<E795BE><E89084>嗥<EFBFBD>霂穃<E99C82><E7A983><EFBFBD>誨<EFBFBD>?COPY --from=builder /app/dist ./dist
# 憭滚<E686AD><E6BB9A>蹱<EFBFBD><E8B9B1><EFBFBD>隞塚<E99A9E>憒<EFBFBD>rompts嚗?COPY prompts ./prompts
COPY config ./config
# <20>𥕦遣<F0A595A6>𡇙oot<6F>冽<EFBFBD>
RUN addgroup -g 1001 -S nodejs && \
adduser -S nodejs -u 1001
# <20><>揢<EFBFBD>圈<EFBFBD>root<6F>冽<EFBFBD>
USER nodejs
# <20>湧蠧蝡臬藁
EXPOSE 3001
# <20>亙熒璉<E78692><E79289>?HEALTHCHECK --interval=30s --timeout=3s --start-period=10s --retries=3 \
CMD node -e "require('http').get('http://localhost:3001/health', (r) => {process.exit(r.statusCode === 200 ? 0 : 1)})"
# <20>臬𢆡摨𠉛鍂
CMD ["node", "dist/index.js"]
docker-compose.yml嚗<6C>𧋦<EFBFBD>唳<EFBFBD>霂𤏪<E99C82>
<EFBFBD><EFBFBD>辣嚗䫤docker-compose.yml`
version: '3.8'
services:
# PostgreSQL<51>唳旿摨? postgres:
image: postgres:15-alpine
container_name: aiclinical-postgres
environment:
POSTGRES_USER: postgres
POSTGRES_PASSWORD: postgres
POSTGRES_DB: aiclinical_dev
ports:
- "5432:5432"
volumes:
- postgres-data:/var/lib/postgresql/data
healthcheck:
test: ["CMD-SHELL", "pg_isready -U postgres"]
interval: 10s
timeout: 5s
retries: 5
# Redis嚗<73>虾<EFBFBD>㚁<EFBFBD>
redis:
image: redis:7-alpine
container_name: aiclinical-redis
ports:
- "6379:6379"
volumes:
- redis-data:/data
# <20>𡒊垢摨𠉛鍂
backend:
build:
context: ./backend
dockerfile: Dockerfile
container_name: aiclinical-backend
ports:
- "3001:3001"
environment:
NODE_ENV: development
STORAGE_TYPE: local
DATABASE_URL: postgresql://postgres:postgres@postgres:5432/aiclinical_dev
depends_on:
postgres:
condition: service_healthy
volumes:
- ./backend/uploads:/app/uploads # <20>砍𧑐摮睃<E691AE><E79D83>桀<EFBFBD>
volumes:
postgres-data:
redis-data:
**雿輻鍂<E8BCBB>孵<EFBFBD>**嚗?```bash
<EFBFBD>臬𢆡<EFBFBD><EFBFBD><EFBFBD>㗇<EFBFBD><EFBFBD>?docker-compose up -d
<EFBFBD>亦<EFBFBD><EFBFBD>亙<EFBFBD>
docker-compose logs -f backend
<EFBFBD>𨀣迫<EFBFBD>滚𦛚
docker-compose down
---
## <20><> <20>函蔡瘚<E894A1><E7989A>
### Step 1: <20><><EFBFBD><EFBFBD>輸<EFBFBD>鈭烐<E988AD><E78390>?
#### 1.1 撘<><E69298>帋<EFBFBD><E5B88B>唳旿摨?RDS
```bash
# 1. <20>餃<EFBFBD><E9A483>輸<EFBFBD>鈭烐綉<E78390>嗅蝱
# 2. <20>𦦵揣"鈭烐㺭<E78390>桀<EFBFBD> RDS"
# 3. <20>𥕦遣摰硺<E691B0>
# - <20>唳旿摨梶掩<E6A2B6>页<EFBFBD>PostgreSQL 15
# - 閫<>聢嚗?<3F>?GB嚗<42><E59A97>𡁶鍂<F0A181B6>页<EFBFBD>
# - 摮睃<E691AE>蝛粹𡢿嚗?0GB嚗𠄎SD嚗?# - 蝵𤑳<E89DB5>嚗间PC嚗<43><E59A97>SAE<41><45>躹<EFBFBD><E8BAB9><EFBFBD>
# 4. 霈曄蔭<E69B84>賢<EFBFBD><E8B3A2>𤏪<EFBFBD>瘛餃<E7989B> SAE 摨𠉛鍂<F0A0899B>?VPC蝵烐挾嚗?# 5. <20>𥕦遣<F0A595A6>唳旿摨梶鍂<E6A2B6>?# 6. <20>𥕦遣<F0A595A6>唳旿摨橒<E691A8>aiclinical_prod
1.2 撘<><E69298>𡁜笆鞊∪<E99E8A><E288AA>?OSS
# 1. <20>𦦵揣"撖寡情摮睃<E691AE> OSS"
# 2. <20>𥕦遣 Bucket
# - Bucket<65>滨妍嚗惨iclinical-prod
# - <20>箏<EFBFBD>嚗𡁜<E59A97>銝?嚗<>㜺撌痹<E6928C>
# - 摮睃<E691AE>蝐餃<E89D90>嚗𡁏<E59A97><F0A1818F><EFBFBD><EFBFBD><EFBFBD>?# - 霈輸䔮<E8BCB8><E494AE><EFBFBD>嚗𡁶<E59A97><F0A181B6>?# 3. <20>𥕦遣 RAM <20>冽<EFBFBD>嚗<EFBFBD>鍂鈭垾PI霈輸䔮嚗?# - <20><><EFBFBD>嚗鋫liyunOSSFullAccess
# - <20>瑕<EFBFBD> AccessKeyId <20>?AccessKeySecret
1.3 撘<><E69298>𡁜捆<F0A1819C>券<EFBFBD><E588B8>𤩺<EFBFBD><F0A4A9BA>?
# 1. <20>𦦵揣"摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚 ACR"
# 2. <20>𥕦遣<F0A595A6>賢<EFBFBD>蝛粹𡢿嚗惨iclinical
# 3. <20>𥕦遣<F0A595A6>𨅯<EFBFBD>隞枏<E99A9E>嚗颹ackend
# - 蝐餃<E89D90>嚗𡁶<E59A97><F0A181B6>?# - <20>啣<EFBFBD>嚗𡁜<E59A97>銝?嚗<>㜺撌痹<E6928C>
Step 2: <20><>遣<EFBFBD>峕綫<E5B395><E7B6AB><EFBFBD><EFBFBD>?
# 1. <20>餃<EFBFBD><E9A483>輸<EFBFBD>鈭穃捆<E7A983>券<EFBFBD><E588B8>𤩺<EFBFBD><F0A4A9BA>?docker login --username=<雿删<E99BBF><E588A0>輸<EFBFBD>鈭𤏸揭<F0A48FB8>? registry.cn-hangzhou.aliyuncs.com
# 2. <20><>遣<EFBFBD>𨅯<EFBFBD>
cd backend
docker build -t aiclinical-backend:v1.0.0 .
# 3. <20>𤘪<EFBFBD>蝑?docker tag aiclinical-backend:v1.0.0 \
registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
# 4. <20>券<EFBFBD><E588B8><EFBFBD><EFBFBD>輸<EFBFBD>鈭?docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
**<2A>𡁏𧋦<F0A1818F>芸𢆡<E88AB8>?*嚗? <EFBFBD><EFBFBD>辣嚗䫤backend/scripts/build-and-push.sh`
#!/bin/bash
VERSION=$1
if [ -z "$VERSION" ]; then
echo "Usage: ./build-and-push.sh <version>"
echo "Example: ./build-and-push.sh v1.0.0"
exit 1
fi
echo "<22>鍂 <20><>遣<EFBFBD>𨅯<EFBFBD>: $VERSION"
docker build -t aiclinical-backend:$VERSION .
echo "<22>噡儭?<3F>𤘪<EFBFBD>蝑?
docker tag aiclinical-backend:$VERSION \
registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:$VERSION
echo "<EFBFBD>㨩 <20>券<EFBFBD><E588B8><EFBFBD><EFBFBD>輸<EFBFBD>鈭?
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:$VERSION
echo "<22>?摰峕<E691B0>嚗?
echo "<EFBFBD>𨅯<EFBFBD><EFBFBD>啣<EFBFBD>: registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:$VERSION"
Step 3: <20>𥕦遣 SAE 摨𠉛鍂
3.1 <20>箸𧋦<E7AEB8>滨蔭
摨𠉛鍂<EFBFBD>滨妍: aiclinical-backend
摨𠉛鍂蝐餃<EFBFBD>: 摰孵膥<EFBFBD>𨅯<EFBFBD>
<EFBFBD>𨅯<EFBFBD><EFBFBD>啣<EFBFBD>: registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
蝡臬藁: 3001
<EFBFBD>亙熒璉<EFBFBD><EFBFBD>亥楝敺? /health
3.2 摰硺<E691B0><E7A1BA>滨蔭
摰硺<EFBFBD>閫<EFBFBD>聢: 1C2G
<EFBFBD><EFBFBD>撠誩<EFBFBD>靘𧢲㺭: 1
<EFBFBD><EFBFBD>憭批<EFBFBD>靘𧢲㺭: 10
CPU閫血<EFBFBD><EFBFBD>拙捆: 70%
<EFBFBD><EFBFBD><EFBFBD>閫血<EFBFBD><EFBFBD>拙捆: 80%
3.3 <20>臬<EFBFBD><E887AC>㗛<EFBFBD><E3979B>滨蔭
<EFBFBD>?SAE <20>批<EFBFBD><E689B9>圈<EFBFBD>蝵桃㴓憓<E3B493><E68693><EFBFBD>𧶏<EFBFBD>**<2A>滩<EFBFBD>嚗?*嚗㚁<E59A97>
NODE_ENV=production
STORAGE_TYPE=oss
DATABASE_URL=postgresql://aiclinical:***@rm-xxx.mysql.rds.aliyuncs.com:5432/aiclinical_prod
OSS_REGION=oss-cn-hangzhou
OSS_ACCESS_KEY_ID=LTAI5t***
OSS_ACCESS_KEY_SECRET=***
OSS_BUCKET=aiclinical-prod
LLM_API_KEY=sk-***
LOG_LEVEL=info
3.4 VPC蝵𤑳<E89DB5><F0A491B3>滨蔭
VPC: <EFBFBD>㗇𥋘銝竃DS<EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD>PC
摰匧<EFBFBD>蝏? <20><>捂3001蝡臬藁<E887AC>亦<EFBFBD>
<EFBFBD>祉<EFBFBD>霈輸䔮: 撘<EFBFBD><EFBFBD>荔<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>祉<EFBFBD>SLB嚗?```
---
### Step 4: <20>函蔡摨𠉛鍂
```bash
# 1. <20>?SAE <20>批<EFBFBD><E689B9>啁<EFBFBD><E59581>?<3F>函蔡摨𠉛鍂"
# 2. <20>㗇𥋘<E39787>𨅯<EFBFBD><F0A885AF><EFBFBD>𧋦
# 3. 蝖株恕<E6A0AA>滨蔭<E6BBA8>㰘秤
# 4. <20>孵稬"蝖桀<E89D96>"撘<>憪钅<E686AA>蝵?
# 蝑匧<E89D91>3-5<><35><EFBFBD>嚗峕䰻<E5B395>钅<EFBFBD>蝵脫𠯫敹?```
**<2A>函蔡<E587BD>𣂼<EFBFBD><F0A382BC><EFBFBD><EFBFBD>**嚗?- <EFBFBD>?摰硺<E691B0><E7A1BA>嗆<EFBFBD><E59786><EFBFBD>餈鞱<E9A488>銝?- <20>?<3F>亙熒璉<E78692><E79289>伐<EFBFBD><E4BC90>朞<EFBFBD>
- <EFBFBD>?霈輸䔮 `http://<SAE<41>祉<EFBFBD><E7A589>啣<EFBFBD>>/health` 餈𥪜<E9A488> 200
---
### Step 5: 撉諹<E69289><E8ABB9>函蔡
```bash
# 1. <20>亙熒璉<E78692><E79289>?curl http://<SAE<41>祉<EFBFBD><E7A589>啣<EFBFBD>>/health
# 憸<><E686B8><EFBFBD>滚<EFBFBD>嚗?{
"status": "ok",
"database": "connected",
"timestamp": "2025-11-16T10:30:00.000Z"
}
# 2. API瘚贝<E7989A>
curl http://<SAE<41>祉<EFBFBD><E7A589>啣<EFBFBD>>/api/v1/health
# 3. <20>亦<EFBFBD><E4BAA6>亙<EFBFBD>
# <20>?SAE <20>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>
<EFBFBD><EFBFBD> <20>鞉𧋦隡啁<E99AA1>
<EFBFBD>脲<EFBFBD><EFBFBD>嗆挾嚗?00<30>冽<EFBFBD>嚗峕𠯫瘣?0嚗?
| <EFBFBD>滚𦛚 | 閫<EFBFBD>聢 | <EFBFBD><EFBFBD>晶 |
|---|---|---|
| SAE | 1C2G <20> 1摰硺<E691B0> | 瞼200 |
| RDS | 2C4G <20>𡁶鍂<F0A181B6>? | 瞼300 |
| OSS | 100GB<EFBFBD><EFBFBD><EFBFBD>摮睃<EFBFBD> + 10GB瘚<42><E7989A> | 瞼15 |
| ACR | 蝘<EFBFBD><EFBFBD>隞枏<EFBFBD> | 瞼0嚗<EFBFBD><EFBFBD>韐寥<EFBFBD>摨佗<EFBFBD> |
| <EFBFBD><EFBFBD>恣 | *瞼515/<2F>? |
<EFBFBD>鞾鵭<EFBFBD><EFBFBD><EFBFBD>1000<EFBFBD>冽<EFBFBD>嚗峕𠯫瘣?00嚗?
| <EFBFBD>滚𦛚 | 閫<EFBFBD>聢 | <EFBFBD><EFBFBD>晶 |
|---|---|---|
| SAE | 2C4G <20> 撟喳<E6929F>3摰硺<E691B0> | 瞼600 |
| RDS | 4C8G <20>𡁶鍂<F0A181B6>? | 瞼600 |
| OSS | 500GB<EFBFBD><EFBFBD><EFBFBD>摮睃<EFBFBD> + 50GB瘚<42><E7989A> | 瞼70 |
| CDN | 100GB瘚<EFBFBD><EFBFBD>嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD> | 瞼20 |
| <EFBFBD><EFBFBD>恣 | *瞼1290/<2F>? |
<EFBFBD>鞟<EFBFBD><EFBFBD><EFBFBD><EFBFBD>10000<EFBFBD>冽<EFBFBD>嚗峕𠯫瘣?000嚗?
| <EFBFBD>滚𦛚 | 閫<EFBFBD>聢 | <EFBFBD><EFBFBD>晶 |
|---|---|---|
| SAE | 4C8G <20> 撟喳<E6929F>10摰硺<E691B0> | 瞼2000 |
| RDS | 8C16G <20>砌澈<E7A08C>?+ 霂餃<E99C82><E9A483><EFBFBD>氖 | 瞼2000 |
| OSS | 2TB<EFBFBD><EFBFBD><EFBFBD>摮睃<EFBFBD> + 500GB瘚<42><E7989A> | 瞼300 |
| CDN | 1TB瘚<EFBFBD><EFBFBD> | 瞼200 |
| Redis | 2GB<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? | 瞼200 |
| <EFBFBD><EFBFBD>恣 | *瞼4700/<2F>? |
<EFBFBD><EFBFBD> <20>烐綉銝𤾸<E98A9D>霅?
摨𠉛鍂<EFBFBD>扯<EFBFBD><EFBFBD>烐綉嚗㇁RMS嚗?
# <20>?SAE <20>批<EFBFBD><E689B9>啣<EFBFBD><E595A3>?ARMS
<EFBFBD>烐綉<EFBFBD><EFBFBD><EFBFBD>:
- RT嚗<EFBFBD><EFBFBD>摨娍𧒄<EFBFBD>湛<EFBFBD>
- QPS嚗<EFBFBD><EFBFBD>蝘坿窈瘙<EFBFBD>㺭嚗? - <20>躰秤<E8BAB0>? - JVM<56><4D><EFBFBD>
<EFBFBD>𡃏郎閫<EFBFBD><EFBFBD>:
- RT > 3蝘? - <20>躰秤<E8BAB0>?> 5%
- <EFBFBD>舐鍂<EFBFBD>?< 99%
<EFBFBD>唳旿摨梶<EFBFBD><EFBFBD>?
# RDS <20>批<EFBFBD><E689B9>?<3F>?<3F>烐綉銝擧𥁒霅?<3F>烐綉<E78390><E7B689><EFBFBD>:
- CPU<EFBFBD>拍鍂<EFBFBD>? - <20><><EFBFBD><EFBFBD>拍鍂<E68B8D>? - 餈墧𦻖<E5A2A7>? - IOPS
<EFBFBD>𡃏郎閫<EFBFBD><EFBFBD>:
- CPU > 80%
- 餈墧𦻖<EFBFBD>?> 320嚗?0%嚗? - 蝤<><E89DA4>雿輻鍂<E8BCBB>?> 80%
<EFBFBD>鞉𧋦<EFBFBD>𡃏郎
# 韐寧鍂銝剖<E98A9D> <20>?韐寧鍂憸<E98D82>郎
霈曄蔭憸<E894AD><E686B8>:
- 瘥𤩺<E798A5>憸<EFBFBD><E686B8>: 瞼1000
- 80%憸<>郎: 瞼800
- <20>𡁶䰻<F0A181B6>孵<EFBFBD>: <20>桐辣 + <20>凋縑
<EFBFBD><EFBFBD> <20><><EFBFBD><EFBFBD>埝䰻
撣貉<EFBFBD><EFBFBD>桅<EFBFBD>
<EFBFBD>桅<EFBFBD>1嚗𡁏㺭<EFBFBD>桀<EFBFBD>餈墧𦻖憭梯揖
<EFBFBD><EFBFBD>𠶖嚗𡁜<EFBFBD><EFBFBD>典鍳<EFBFBD>典仃韐伐<EFBFBD><EFBFBD>亙<EFBFBD><EFBFBD>曄內 Connection refused
**閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?```bash
1. 璉<><E79289>?RDS <20>賢<EFBFBD><E8B3A2>?# 蝖桐<E89D96>瘛餃<E7989B>鈭?SAE 摨𠉛鍂<F0A0899B>?VPC蝵烐挾
2. 璉<><E79289>?DATABASE_URL <20>澆<EFBFBD>
甇<EFBFBD>&<EFBFBD>澆<EFBFBD>: postgresql://user:pass@host:port/db
3. 璉<><E79289>?RDS 摰硺<E691B0><E7A1BA>嗆<EFBFBD>?# 蝖桐<E89D96>摰硺<E691B0>餈鞱<E9A488>銝?```
<EFBFBD>桅<EFBFBD>2嚗鐾SS 銝𠹺<E98A9D>憭梯揖
<EFBFBD><EFBFBD>𠶖嚗𡁏<EFBFBD>隞嗡<EFBFBD>隡㰘<EFBFBD><EFBFBD>?403 Forbidden
**閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?```bash
1. 璉<><E79289>?RAM <20>冽<EFBFBD><E586BD><EFBFBD><EFBFBD>
蝖桐<EFBFBD><EFBFBD>?AliyunOSSFullAccess
2. 璉<><E79289>?Bucket <20><><EFBFBD>
蝖桐<EFBFBD>摨𠉛鍂<EFBFBD>匧<EFBFBD><EFBFBD>交<EFBFBD><EFBFBD>?
3. 璉<><E79289>亦㴓憓<E3B493><E68693><EFBFBD>?# OSS_ACCESS_KEY_ID <20>?OSS_ACCESS_KEY_SECRET <20>臬炏甇<E7828F>&
---
#### <20>桅<EFBFBD>3嚗朞<E59A97><E69C9E>交㺭<E4BAA4>堒偷
**<2A><>𠶖**嚗䫤Connection pool exhausted`
**閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?```typescript
// 1. 璉<><E79289>亙<EFBFBD><E4BA99>滩<EFBFBD><E6BBA9>交㺭
const result = await prisma.$queryRaw`
SELECT count(*) FROM pg_stat_activity
`
// 2. 靚<>㟲餈墧𦻖瘙𣳇<E79899>蝵?// <20>誩<EFBFBD>瘥誩<E798A5>靘贝<E99D98><E8B49D>交㺭嚗峕<E59A97>憓𧼮<E68693> RDS 閫<>聢
// 3. 璉<><E79289>交糓<E4BAA4>行<EFBFBD>餈墧𦻖瘜<F0A6BB96><E7989C>
// 蝖桐<E89D96><E6A190><EFBFBD><EFBFBD>㗇䰻霂a<E99C82>甇<EFBFBD>&<EFBFBD>喲𡡒
<EFBFBD><EFBFBD> <20>湔鰵<E6B994>亙<EFBFBD>
| <EFBFBD>交<EFBFBD> | <EFBFBD><EFBFBD>𧋦 | <EFBFBD>䀹凒<EFBFBD><EFBFBD>捆 | 蝏湔擪<EFBFBD>? |
|---|---|---|---|
| 2025-11-16 | V1.0 | <EFBFBD>𥕦遣<EFBFBD><EFBFBD>﹝嚗<EFBFBD><EFBFBD>銋劐<EFBFBD><EFBFBD>毺<EFBFBD><EFBFBD>函蔡<EFBFBD>嗆<EFBFBD> | <EFBFBD>嗆<EFBFBD><EFBFBD>a<EFBFBD> |
<EFBFBD><EFBFBD> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝
- <EFBFBD>滚<EFBFBD>蝡舀芋<EFBFBD>堒<EFBFBD><EFBFBD>嗆<EFBFBD>霈曇恣-V2 - <20>嗆<EFBFBD><E59786>餌熔
- [鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md) - DO/DON'T 璉<><E79289>交<EFBFBD><E4BAA4>?- Schema<EFBFBD>𠉛氖<EFBFBD>嗆<EFBFBD>霈曇恣
- [<5B>唳旿摨栞<E691A8><E6A09E>仿<EFBFBD>蝵孫(./02-<2D>唳旿摨栞<E691A8><E6A09E>仿<EFBFBD>蝵?md)
<EFBFBD><EFBFBD>﹝蝏湔擪<EFBFBD><EFBFBD><EFBFBD> <20>嗆<EFBFBD><E59786>a<EFBFBD>
<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD> 2025-11-16
<EFBFBD><EFBFBD>﹝<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD> <20>?撌脣<E6928C><E884A3>?