Files

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

22 KiB

Raw Blame History

Python 敺格<E695BA><E6A0BC>?SAE <20>函蔡<E587BD>滢<EFBFBD><E6BBA2>见<EFBFBD>

<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦: v1.0
<EFBFBD>𥕦遣<EFBFBD>園𡢿: 2024-12-24
<EFBFBD><EFBFBD>鍂<EFBFBD><EFBFBD>凒: AI銝游<E98A9D><E6B8B8>𠉛弦撟喳蝱 - Python敺格<E695BA><E6A0BC>∴<EFBFBD>extraction_service嚗? <EFBFBD>臬<EFBFBD>蝐餃<EFBFBD>: 瘚贝<E7989A><E8B49D>臬<EFBFBD>嚗<EFBFBD>蝠<EFBFBD>讐<EFBFBD>SAE嚗? **<2A>格<EFBFBD>霂餉<E99C82>?*: 餈鞟輕撌亦<E6928C>撣<EFBFBD><E692A3><EFBFBD><EFBFBD><EFBFBD>穃極蝔见<E89D94>

<EFBFBD><EFBFBD> <20>桀<EFBFBD>

[<5B>滨蔭璉<E894AD><E79289>交<EFBFBD><E4BAA4>騟(#<23>滨蔭璉<E894AD><E79289>交<EFBFBD><E4BAA4>?
[<5B>𥕦遣SAE摨𠉛鍂嚗Áeb<65>批<EFBFBD><E689B9>堆<EFBFBD>](#<23>𥕦遣sae摨𠉛鍂web<65>批<EFBFBD><E689B9>?
[<5B>函蔡<E587BD>𡡞<EFBFBD>霂<EFBFBD>(#<23>函蔡<E587BD>𡡞<EFBFBD>霂?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD>滨蔭
撣貉<EFBFBD><EFBFBD>桅<EFBFBD><EFBFBD>埝䰻

<EFBFBD>滨蔭璉<EFBFBD><EFBFBD>交<EFBFBD><EFBFBD>?

<EFBFBD>?敹<><E695B9>韏<EFBFBD><E99F8F>蝖株恕

<EFBFBD>典<EFBFBD>憪见<EFBFBD>撱搴AE摨𠉛鍂<EFBFBD>㵪<EFBFBD>霂瑞＆霈支誑銝贝<EFBFBD>皞𣂼歇<EFBFBD><EFBFBD><EFBFBD>撠梁貌嚗?

韏<EFBFBD><EFBFBD>蝐餃<EFBFBD>	蝖株恕憿?	<EFBFBD>瑕<EFBFBD>雿滨蔭
Docker<EFBFBD>𨅯<EFBFBD>	<EFBFBD>?撌脫綫<E884AB><E7B6AB>秐ACR	<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md - 2.1 ACR摰孵膥<E5ADB5>𨅯<EFBFBD>隞枏<E99A9E>
VPC蝵𤑳<EFBFBD>	<EFBFBD>?VPC ID<49><44>Switch ID	<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md - 2.2 VPC蝵𤑳<E89DB5>
*摰匧<EFBFBD>蝏?	<EFBFBD>?摰匧<E691B0>蝏<EFBFBD>D	<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md - 2.2 VPC蝵𤑳<E89DB5>
OSS摮睃<EFBFBD>	<EFBFBD>?AccessKey<65><79>ucket<65>滨妍	<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md - 2.5 OSS撖寡情摮睃<E691AE>
SAE<EFBFBD>賢<EFBFBD>蝛粹𡢿	<EFBFBD>?<3F>賢<EFBFBD>蝛粹𡢿ID	<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md - 2.4 SAE摨𠉛鍂

<EFBFBD>𣑐 <20>𨅯<EFBFBD>靽⊥<E99DBD>

<EFBFBD>𨅯<EFBFBD><EFBFBD>啣<EFBFBD>嚗ĀPC<EFBFBD><EFBFBD><EFBFBD>嚗㚁<EFBFBD>
crpi-cd5ij4pjt65mweeo-vpc.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/python-extraction:v1.0

<0A>𨅯<EFBFBD><F0A885AF><EFBFBD>𧋦嚗鯝1.0
<0A>𨅯<EFBFBD>憭批<E686AD>嚗?.12GB
<0A>蠘<EFBFBD>霂湔<E99C82>嚗䥪DF/Docx<63>𣂼<EFBFBD> + <20>唳旿皜<E697BF><E79A9C>嚗īandas/polars嚗?```

### <20><> 蝵𤑳<E89DB5><F0A491B3>滨蔭靽⊥<E99DBD>

VPC ID嚗鯝pc-2ze055cptkew9c38w4r06 vSwitch ID嚗鯝sw-2zevacop039bxrmj6yc0c嚗<63>虾<EFBFBD>典躹F嚗?摰匧<E691B0>蝏<EFBFBD>D嚗窃g-2zedk6fi8sgmmcwdu7tu <0A>賢<EFBFBD>蝛粹𡢿嚗䬙n-beijing:test-airesearch


### <20><>儭?OSS<53>滨蔭靽⊥<E99DBD>

OSS_ACCESS_KEY_ID嚗匁TAI5tB2Dt3NdvBL3G7nYGv7 OSS_ACCESS_KEY_SECRET嚗?iSN9k39RkApP93QjUhC1DcPIeMG4V OSS_BUCKET嚗惨i-clinical-research OSS_ENDPOINT嚗駅ss-cn-beijing-internal.aliyuncs.com


<0A>𩤃<EFBFBD> **摰匧<E691B0>霅血<E99C85>**嚗鋫ccessKey<65>舀<EFBFBD><E88880>煺縑<E785BA>荔<EFBFBD>隞<EFBFBD>銁SAE<41>臬<EFBFBD><E887AC>㗛<EFBFBD>銝剝<E98A9D>蝵殷<E89DB5>銝滩<E98A9D><E6BBA9>𣂷漱<F0A382B7>蚣it<69>𡝗<EFBFBD><F0A19D97>啣<EFBFBD><E595A3>亙<EFBFBD>嚗?
---

## <20>𥕦遣SAE摨𠉛鍂嚗Áeb<65>批<EFBFBD><E689B9>堆<EFBFBD>

### 甇仿炊 1嚗朞<E59A97><E69C9E>兄AE<41>批<EFBFBD><E689B9>?
1. <20>餃<EFBFBD> [<5B>輸<EFBFBD>鈭烐綉<E78390>嗅蝱](https://homenew.console.aliyun.com/)
2. <20>𦦵揣撟嗉<E6929F><E59789>?**Serverless 摨𠉛鍂撘閙<E69298> SAE**
3. 蝖株恕<E6A0AA>啣<EFBFBD>銝?**<2A>𤾸<EFBFBD>2嚗<32><E59A97>鈭穿<E988AD>**
4. <20>㗇𥋘<E39787>賢<EFBFBD>蝛粹𡢿 **test-airesearch**

---

### 甇仿炊 2嚗𡁜<E59A97>撱箏<E692B1><E7AE8F>?
#### 2.1 <20>箸𧋦靽⊥<E99DBD><E28AA5>滨蔭

<0A>孵稬 **<2A>𥕦遣摨𠉛鍂** <20>厰僼嚗<E583BC>‵<EFBFBD>嗘誑銝衤縑<E8A1A4>荔<EFBFBD>

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **摨𠉛鍂<F0A0899B>滨妍** | `python-extraction-test` | 撱箄悅<E7AE84>?`-test` <20>𡒊<EFBFBD><F0A1928A>箏<EFBFBD>瘚贝<E7989A><E8B49D>臬<EFBFBD> |
| **摨𠉛鍂蝐餃<E89D90>** | **頧駁<E9A0A7><E9A781><EFBFBD><EFBFBD><EFBFBD>?* | 瘚贝<E7989A><E8B49D>臬<EFBFBD>雿輻鍂頧駁<E9A0A7><E9A781><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉𧋦 |
| **<2A>函蔡<E587BD>孵<EFBFBD>** | **<2A>𨅯<EFBFBD>** | <20>㗇𥋘摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>函蔡 |

<0A>孵稬 **銝衤<E98A9D>甇?*

---

#### 2.2 摨𠉛鍂<F0A0899B>函蔡<E587BD>滨蔭

##### <20>𨅯<EFBFBD><F0A885AF>滨蔭

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **<2A>𨅯<EFBFBD><F0A885AF>交<EFBFBD>** | 摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚 ACR嚗<52><E59A97><EFBFBD>㗇𥋘"<22>芸<EFBFBD>銋厰<E98A8B><E58EB0>?嚗?| |
| **<2A>𨅯<EFBFBD><F0A885AF>啣<EFBFBD>** | `crpi-cd5ij4pjt65mweeo-vpc.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/python-extraction:v1.0` | <20>𩤃<EFBFBD> 敹<>◆雿輻鍂VPC<50><43><EFBFBD><EFBFBD>啣<EFBFBD><br><3E>𩤃<EFBFBD> 敹<>◆<EFBFBD><E29786>鉄<EFBFBD><E98984>𧋦<EFBFBD>?`:v1.0` |
| **<2A>𨅯<EFBFBD><F0A885AF><EFBFBD>𧋦** | `v1.0` | <20>箏<EFBFBD><E7AE8F><EFBFBD>𧋦<EFBFBD>瘀<EFBFBD>銝滩<E98A9D>雿輻鍂 `:latest`<br><3E>𩤃<EFBFBD> 憒<><E68692>銝齿<E98A9D>摰𡁶<E691B0><F0A181B6>砍噡嚗玺AE隡𡁻<E99AA1>霈支蝙<E694AF>?`:latest` 撖潸稲<E6BDB8>匧<EFBFBD>憭梯揖 |
| **<2A>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>** | **<2A><>閬<EFBFBD><E996AC>蝵?* | <20>𩤃<EFBFBD> **<2A>喲睸甇仿炊**嚗𡁻<E59A97>蝵唧CR霈輸䔮<E8BCB8>剛<EFBFBD>嚗<EFBFBD><E59A97>銝𧢲䲮嚗?|

##### <20><> <20>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88><E696B9>滨蔭嚗<E894AD><E59A97><EFBFBD>格郊撉歹<E69289>

**<2A>𩤃<EFBFBD> 憒<><E68692><EFBFBD>箇緵 `insufficient_scope: authorization failed` <20>躰秤嚗<E7A7A4><E59A97>憿駁<E686BF>蝵格迨憿?*

<0A>曉<EFBFBD> **"<22>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>"** <20>?**"蝘<><E89D98><EFBFBD>𨅯<EFBFBD>隞枏<E99A9E>"** <20>滨蔭憿對<E686BF>

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **<2A>𨅯<EFBFBD>隞枏<E99A9E><E69E8F>啣<EFBFBD>** | `crpi-cd5ij4pjt65mweeo-vpc.cn-beijing.personal.cr.aliyuncs.com` | <20>芸‵<E88AB8>筻egistry<72>笔<EFBFBD>嚗䔶<E59A97><E494B6><EFBFBD>鉄<EFBFBD>賢<EFBFBD>蝛粹𡢿/隞枏<E99A9E><E69E8F>?|
| **<2A>冽<EFBFBD><E586BD>?* | `gofeng117@163.com` | ACR<43>餃<EFBFBD><E9A483>冽<EFBFBD><E586BD>?|
| **撖<><E69296>** | `fengzhibo117` | ACR<43>餃<EFBFBD>撖<EFBFBD><E69296> |

<0A>働 **霂湔<E99C82>**嚗?- 餈嗘<E9A488><E59798>剛<EFBFBD><E5899B>其<EFBFBD>SAE<41>匧<EFBFBD>蝘<EFBFBD><E89D98><EFBFBD>𨅯<EFBFBD>
- 撖<><E69296>隡朞◤SAE<41>惩<EFBFBD>摮睃<E691AE>嚗䔶<E59A97>隡𡁏<E99AA1><F0A1818F>?- <20>剛<EFBFBD><E5899B>交<EFBFBD>嚗靀<E59A97>函蔡餈𥕦漲<F0A595A6>餉<EFBFBD> - 2.1 ACR摰孵膥<E5ADB5>𨅯<EFBFBD>隞枏<E99A9E>](./00-<2D>函蔡餈𥕦漲<F0A595A6>餉<EFBFBD>.md#21-acr摰孵膥<E5ADB5>𨅯<EFBFBD>隞枏<E99A9E>)

##### 摨𠉛鍂摰硺<E691B0><E7A1BA>滨蔭

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **CPU** | 1<>?| `1000 millicores` |
| **<2A><><EFBFBD>** | 2GB | `2048 MB` |
| **摰硺<E691B0><E7A1BA>?* | 1 | <20>𩤃<EFBFBD> 敹<>◆<EFBFBD>喳<EFBFBD>1銝芸<E98A9D>靘页<E99D98>0銝芸<E98A9D>靘?<3F>滚𦛚<E6BB9A>𨀣迫 |

##### 摨𠉛鍂霈輸䔮霈曄蔭

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **摰孵膥蝡臬藁** | `8000` | Python FastAPI<50>滚𦛚蝡臬藁 |
| **<2A>讛悅蝐餃<E89D90>** | HTTP | |
| **<2A>臬炏撘<E7828F><E69298>臬<EFBFBD>蝵𤏸挪<F0A48FB8>?* | **<2A>?* | 隞<><E99A9E>蝵𤏸挪<F0A48FB8>殷<EFBFBD>鋡俏ode.js<6A>𡒊垢靚<E59EA2>鍂 |

<0A>孵稬 **銝衤<E98A9D>甇?*

---

#### 2.3 <20>臬<EFBFBD><E887AC>滨蔭

##### <20>臬<EFBFBD><E887AC>㗛<EFBFBD>

<0A>孵稬 **瘛餃<E7989B><E9A483>臬<EFBFBD><E887AC>㗛<EFBFBD>**嚗屸<E59A97>𣂷葵瘛餃<E7989B>隞乩<E99A9E><E4B9A9>滨蔭嚗?
| <20>㗛<EFBFBD><E3979B>?| <20>㗛<EFBFBD><E3979B>?| 霂湔<E99C82> |
|--------|--------|------|
| `LOG_LEVEL` | `INFO` | <20>亙<EFBFBD>蝥批<E89DA5> |
| `TEMP_DIR` | `/tmp/extraction_service` | 銝湔𧒄<E6B994><F0A79284>辣<EFBFBD>桀<EFBFBD> |
| `TZ` | `Asia/Shanghai` | <20>嗅躹霈曄蔭 |
| `SERVICE_NAME` | `python-extraction` | <20>滚𦛚<E6BB9A><F0A69B9A><EFBFBD> |
| `SERVICE_VERSION` | `v1.0` | <20><>𧋦<EFBFBD><F0A78BA6><EFBFBD> |
| `OSS_ACCESS_KEY_ID` | `LTAI5tB2Dt3NdvBL3G7nYGv7` | OSS霈輸䔮撖<E494AE>𤨎ID |
| `OSS_ACCESS_KEY_SECRET` | `1iSN9k39RkApP93QjUhC1DcPIeMG4V` | OSS霈輸䔮撖<E494AE>𤨎Secret |
| `OSS_BUCKET` | `ai-clinical-research` | OSS Bucket<65>滨妍 |
| `OSS_ENDPOINT` | `oss-cn-beijing-internal.aliyuncs.com` | OSS<53><53><EFBFBD>Endpoint |

<0A>𩤃<EFBFBD> **瘜冽<E7989C>**嚗?- <20>臬<EFBFBD><E887AC>㗛<EFBFBD>銝剔<E98A9D> `OSS_ACCESS_KEY_SECRET` <20>舀<EFBFBD><E88880>煺縑<E785BA>荔<EFBFBD>SAE隡朞䌊<E69C9E>典<EFBFBD>撖?- <20><><EFBFBD>厩㴓憓<E3B493><E68693><EFBFBD>誯<EFBFBD><E8AAAF>臭誑<E887AD>典<EFBFBD><E585B8>券<EFBFBD>蝵脣<E89DB5>靽格㺿

##### <20>亙熒璉<E78692><E79289>?
| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **<2A>亙熒璉<E78692><E79289>交䲮撘?* | HTTP | |
| **<2A>亙熒璉<E78692><E79289>亥楝敺?* | `/api/health` | FastAPI<50>亙熒璉<E78692><E79289>亦垢<E4BAA6>?|
| **<2A>亙熒璉<E78692><E79289>亦垢<E4BAA6>?* | `8000` | |
| **<2A>嘥<EFBFBD>撱嗉<E692B1><E59789>園𡢿** | `40` 蝘?| 蝏䠷<E89D8F><E4A0B7>𤩺<EFBFBD><F0A4A9BA>硋<EFBFBD><E7A18B>滚𦛚<E6BB9A>臬𢆡<E887AC>蹱𧒄<E8B9B1>?|
| **璉<><E79289>仿𡢿<E4BBBF>?* | `30` 蝘?| |
| **璉<><E79289>亥<EFBFBD><E4BAA5>?* | `10` 蝘?| |
| **<2A>亙熒<E4BA99><E78692><EFBFBD>?* | `2` 甈?| 餈䂿賒2甈⊥<E79488><E28AA5>蠘<EFBFBD>銝箏<E98A9D>摨?|
| **銝滚<E98A9D>摨琿<E691A8><E790BF>?* | `3` 甈?| 餈䂿賒3甈∪仃韐亥<E99F90>銝箔<E98A9D><E7AE94>亙熒 |

<0A>孵稬 **銝衤<E98A9D>甇?*

---

#### 2.4 蝵𤑳<E89DB5><F0A491B3>滨蔭

| <20>滨蔭憿?| <20>?| 霂湔<E99C82> |
|--------|---|------|
| **銝𤘪<E98A9D>蝵𤑳<E89DB5>VPC** | `vpc-2ze055cptkew9c38w4r06` | ai-clinical-vpc |
| **<2A>𡁏<EFBFBD>鈭斗揢<E69697>漓Switch** | `vsw-2zevacop039bxrmj6yc0c` | <20>舐鍂<E88890>慚 |
| **摰匧<E691B0>蝏?* | `sg-2zedk6fi8sgmmcwdu7tu` | |
| **SLB<4C>祉<EFBFBD>霈輸䔮** | **銝漤<E98A9D>蝵?* | 隞<><E99A9E>蝵𤏸挪<F0A48FB8>?|

<0A>孵稬 **銝衤<E98A9D>甇?*

---

#### 2.5 摨𠉛鍂<F0A0899B>笔𦶢<E7AC94>冽<EFBFBD><E586BD>滨蔭嚗<E894AD>虾<EFBFBD>㚁<EFBFBD>雿輻鍂暺䁅恕<E48185>喳虾嚗?
| <20>滨蔭憿?| 暺䁅恕<E48185>?| 霂湔<E99C82> |
|--------|--------|------|
| **<2A>臬𢆡頞<F0A286A1>𧒄<EFBFBD>園𡢿** | 300蝘?| <20>𨅯<EFBFBD>颲<EFBFBD>之嚗屸<E59A97>閬<EFBFBD><E996AC><EFBFBD>踹鍳<E8B8B9>冽𧒄<E586BD>?|
| **隡㗛<E99AA1><E3979B>𨀣㦤頞<E3A6A4>𧒄** | 30蝘?| 蝏坔<E89D8F><E59D94>典<EFBFBD><E585B8><EFBFBD><EFBFBD>敶枏<E695B6>霂瑟<E99C82><E7919F><EFBFBD>𧒄<EFBFBD>?|

<0A>孵稬 **銝衤<E98A9D>甇?*

---

#### 2.6 蝖株恕<E6A0AA>滨蔭

1. 隞𠉛<E99A9E>璉<EFBFBD><E79289>交<EFBFBD><E4BAA4>厰<EFBFBD>蝵桅★<E6A185>臬炏甇<E7828F>＆
2. <20>孵<EFBFBD>蝖株恕嚗?   - <20>?<3F>𨅯<EFBFBD><F0A885AF>啣<EFBFBD>雿輻鍂VPC<50><43><EFBFBD><EFBFBD>啣<EFBFBD>
   - <20>?摰硺<E691B0><E7A1BA>?= 1嚗<31><E59A97><EFBFBD>?嚗?   - <20>?OSS<53>臬<EFBFBD><E887AC>㗛<EFBFBD>撌脤<E6928C>蝵?   - <20>?<3F>亙熒璉<E78692><E79289>亥楝敺<E6A59D>蛹 `/api/health`
3. <20>孵稬 **<2A>𥕦遣摨𠉛鍂**

---

### 甇仿炊 3嚗𡁶<E59A97>敺<EFBFBD><E695BA>蝵脣<E89DB5><E884A3>?
<0A>函蔡餈<E894A1><E9A488>憭抒漲<E68A92><E6BCB2>閬?**3-5<><35><EFBFBD>**嚗玺AE隡朞䌊<E69C9E>冽<EFBFBD>銵䔶誑銝𧢲郊撉歹<E69289>

<EFBFBD>匧<EFBFBD>Docker<EFBFBD>𨅯<EFBFBD>嚗<EFBFBD>漲2-3<><33><EFBFBD>嚗屸<E59A97><E5B1B8>?.12GB嚗? <20>婙<EFBFBD> 雿輻鍂VPC<50><43><EFBFBD>嚗屸<E59A97>笔漲颲<E6BCB2>翰
<EFBFBD>臬𢆡摰孵膥嚗<EFBFBD>漲30蝘𡜐<EFBFBD> <0A>婙<EFBFBD> <20>扯<EFBFBD>Dockerfile銝剔<E98A9D>CMD<4D>賭誘
<EFBFBD>亙熒璉<EFBFBD><EFBFBD>伐<EFBFBD>蝥?-2<><32><EFBFBD>嚗? <20>婙<EFBFBD> 蝑匧<E89D91>40蝘鍦<E89D98>撘<EFBFBD>憪𧢲<E686AA><F0A7A2B2>?/api/health
摨𠉛鍂餈鞱<EFBFBD>銝哨<EFBFBD><EFBFBD>函蔡<EFBFBD>𣂼<EFBFBD>嚗? <20>婙<EFBFBD> 摰硺<E691B0><E7A1BA>嗆<EFBFBD><E59786><EFBFBD>銝?餈鞱<E9A488>銝?


**摰墧𧒄<E5A2A7>烐綉<E78390>函蔡餈𥕦漲**嚗?- SAE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>䀹凒霈啣<E99C88> <20>?<3F>亦<EFBFBD>霂行<E99C82>

**<2A>亦<EFBFBD><E4BAA6>函蔡<E587BD>亙<EFBFBD>**嚗?- SAE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>亙<EFBFBD><E4BA99>亥砭 <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>

**憸<><E686B8><EFBFBD>亙<EFBFBD><E4BA99><EFBFBD>捆**嚗?```log
INFO:     Started server process [1]
INFO:     Waiting for application startup.
INFO:     Application startup complete.
INFO:     Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)

<EFBFBD>函蔡<EFBFBD>𡡞<EFBFBD>霂?

甇仿炊 1嚗朞繮<E69C9E>硋<EFBFBD>蝵𤏸挪<F0A48FB8>桀𧑐<E6A180><F0A79190>

<EFBFBD>𩤃<EFBFBD> <20>喲睸甇仿炊嚗𡁜<E59A97>憿颱<E686BF>SAE<41>批<EFBFBD><E689B9>啗繮<E59597>𣇉<EFBFBD>摰𧼮<E691B0>蝵飡P

<EFBFBD>瑕<EFBFBD><EFBFBD>寞<EFBFBD>嚗?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂<F0A0899B>𡑒” <20>?<3F>孵稬 python-extraction-test
餈𥕦<EFBFBD>摨𠉛鍂霂行<EFBFBD>憿?3. <20>曉<EFBFBD> 摰硺<EFBFBD><EFBFBD>𡑒” <20>?<EFBFBD>箸𧋦靽⊥<EFBFBD>
<EFBFBD>亦<EFBFBD> <EFBFBD><EFBFBD><EFBFBD>IP<EFBFBD>啣<EFBFBD>

**憸<><E686B8><EFBFBD>澆<EFBFBD>**嚗?``` <0A><><EFBFBD>IP嚗?72.17.x.x 蝡臬藁嚗?000 摰峕㟲<E5B395>啣<EFBFBD>嚗冴ttp://172.17.x.x:8000


**<2A>𩤃<EFBFBD> <20>滩<EFBFBD>**嚗?- <20>?銝滩<E98A9D><E6BBA9>𨀣<EFBFBD><F0A880A3>笔<EFBFBD>嚗<EFBFBD><E59A97> `extraction-service.internal`嚗?- <20>?銝滩<E98A9D>雿輻鍂 `localhost:8000`
- <20>?敹<>◆雿輻鍂SAE<41>批<EFBFBD><E689B9>唳遬蝷箇<E89DB7><E7AE87>笔<EFBFBD>IP<49>啣<EFBFBD>

**霈啣<E99C88><E595A3><EFBFBD><EFBFBD><EFBFBD>啣<EFBFBD>**嚗?```
# <20>?撌脰繮<E884B0>硋<EFBFBD>蝵穃𧑐<E7A983><F0A79190>嚗?024-12-24嚗㚁<E59A97>
PYTHON_SERVICE_INTERNAL_IP=172.17.173.66:8000
PYTHON_SERVICE_URL=http://172.17.173.66:8000

憒<EFBFBD><EFBFBD>摰硺<EFBFBD><EFBFBD>滚鍳嚗䬠P<EFBFBD>啣<EFBFBD><EFBFBD>航<EFBFBD>隡𡁜<EFBFBD><EFBFBD>吔<EFBFBD><EFBFBD><EFBFBD><EFBFBD>齿鰵<EFBFBD>瑕<EFBFBD>嚗?

甇仿炊 2嚗𡁜<E59A97>摨瑟<E691A8><E7919F>交<EFBFBD>霂?

<EFBFBD>寞<EFBFBD> 1嚗帋<E59A97>SAE<41>批<EFBFBD><E689B9>唳<EFBFBD>霂𤏪<E99C82><F0A48FAA>刻<EFBFBD>嚗?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?摰硺<E691B0><E7A1BA>𡑒”
<EFBFBD>孵稬摰硺<EFBFBD><EFBFBD>?Webshell <20>厰僼嚗<E583BC><E59A97><EFBFBD>𨀣𣈲<F0A880A3><F0A388B2><EFBFBD>
<EFBFBD>扯<EFBFBD><EFBFBD>賭誘嚗<EFBFBD>蝙<EFBFBD>沌ython瘚贝<EFBFBD>嚗<EFBFBD><EFBFBD>銝箏捆<EFBFBD>其葉瘝⊥<EFBFBD>curl嚗㚁<EFBFBD>
```
python -c "import urllib.request; print(urllib.request.urlopen('http://localhost:8000/api/health').read().decode())"
```

<EFBFBD>𩤃<EFBFBD> **瘜冽<E7989C>**嚗𡁜<E59A97><F0A1819C>𣈯<EFBFBD><F0A388AF>?curl: command not found嚗諹秩<EFBFBD>𤾸捆<EFBFBD>其葉瘝⊥<EFBFBD>摰㕑<EFBFBD>curl撌亙<EFBFBD>嚗<EFBFBD>移蝞<EFBFBD><EFBFBD>𨅯<EFBFBD>嚗㚁<EFBFBD>霂瑚蝙<EFBFBD>其<EFBFBD><EFBFBD>Ｙ<EFBFBD>Python<EFBFBD>賭誘<EFBFBD>?

<EFBFBD>寞<EFBFBD> 2嚗帋<E59A97><E5B88B>砍𧑐瘚贝<E7989A>嚗<EFBFBD><E59A97>閬<EFBFBD>葩<EFBFBD>園<EFBFBD>蝵殷<E89DB5>

<EFBFBD>𩤃<EFBFBD> **瘜冽<E7989C>**嚗𡁶眏鈭窰ython<6F>滚𦛚隞<F0A69B9A>銁VPC<50><43><EFBFBD>嚗峕𧋦<E5B395>唳<EFBFBD>瘜閧凒<E996A7>亥挪<E4BAA5>殷<EFBFBD><E6AEB7><EFBFBD>閬<EFBFBD>誑銝衤遙銝<E98199><E98A9D>寞<EFBFBD>嚗? <EFBFBD>厰★A嚗𡁻<EFBFBD>朞<EFBFBD>Node.js<6A>𡒊垢頧砍<E9A0A7>嚗<EFBFBD>綫<EFBFBD>琜<EFBFBD>

敺<EFBFBD>ode.js<6A>𡒊垢<F0A1928A>函蔡<E587BD>𠬍<EFBFBD><F0A0AC8D>朞<EFBFBD><E69C9E>𡒊垢<F0A1928A>湔𦻖瘚贝<E7989A>

*<EFBFBD>厰★B嚗帋葩<EFBFBD>園<EFBFBD>蝵桀<EFBFBD>蝵騌LB嚗<EFBFBD><EFBFBD>霂訫<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>𣳇膄嚗?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?摨𠉛鍂霈輸䔮霈曄蔭
<EFBFBD>孵稬 蝏穃<EFBFBD>SLB
<EFBFBD>𥕦遣<EFBFBD>㚚<EFBFBD>㗇𥋘<EFBFBD>祉<EFBFBD>SLB
瘚贝<EFBFBD>摰峕<EFBFBD><EFBFBD>𡒊<EFBFBD><EFBFBD>喳<EFBFBD><EFBFBD>又LB

**憸<><E686B8><EFBFBD>滚<EFBFBD>**嚗?```json { "status": "healthy", "checks": { "pymupdf": { "available": true, "version": "1.26.7" }, "nougat": { "available": false, "error": "Nougat<61>芸<EFBFBD>鋆<EFBFBD><E98B86>撌脩宏<E884A9>支誑<E694AF>誩<EFBFBD><E8AAA9>𨅯<EFBFBD>嚗? }, "temp_dir": { "path": "/tmp/extraction_service", "writable": true } }, "timestamp": "2024-12-24T10:30:00Z" }


---

### 甇仿炊 3嚗𡁏䰻<F0A1818F>见<EFBFBD><E8A781>冽𠯫敹?
1. SAE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>亙<EFBFBD><E4BA99>亥砭
2. <20>㗇𥋘 **摰墧𧒄<E5A2A7>亙<EFBFBD>**
3. 蝖株恕<E6A0AA>亙<EFBFBD>銝剖<E98A9D><E58996>恬<EFBFBD>

```log
<0A>?甇<>虜<EFBFBD>臬𢆡<E887AC><F0A286A1><EFBFBD>嚗?INFO:     Started server process [1]
INFO:     Application startup complete.
INFO:     Uvicorn running on http://0.0.0.0:8000

<0A>?<3F>亙熒璉<E78692><E79289>交𠯫敹梹<E695B9>瘥?0蝘雴<E89D98>甈∴<E79488>嚗?INFO:     172.17.x.x:xxxx - "GET /api/health HTTP/1.1" 200 OK

<0A>?憒<><E68692><EFBFBD>箇緵<E7AE87>躰秤嚗?ERROR:    ImportError: libXXX.so: cannot open shared object file
  <20>?霂湔<E99C82>蝟餌<E89D9F>靘肽<E99D98>蝻箏仃嚗峕<E59A97><E5B395>主ockerfile

甇仿炊 4嚗𡁶<E59A97><F0A181B6>批<EFBFBD><E689B9>函𠶖<E587BD>?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>箸𧋦靽⊥<E99DBD>

**<2A>喲睸<E596B2><E79DB8><EFBFBD>**嚗?| <20><><EFBFBD> | 甇<>虜<EFBFBD>?| 霂湔<E99C82> | |------|--------|------| | *摨𠉛鍂<EFBFBD>嗆<EFBFBD>? | 餈鞱<E9A488>銝?| 蝏輯𠧧 | | *摰硺<EFBFBD><EFBFBD>? | 1/1 | 1銝芸<E98A9D>靘贝<E99D98>銵䔶葉 | | *<EFBFBD>亙熒摰硺<EFBFBD><EFBFBD>? | 1 | <20>亙熒璉<E78692><E79289>仿<EFBFBD>朞<EFBFBD> | | *CPU雿輻鍂<EFBFBD>? | < 20% | 蝛粹𤦭<E7B2B9>嗆<EFBFBD>?| | *<EFBFBD><EFBFBD><EFBFBD>雿輻鍂<EFBFBD>? | < 50% | 蝥?GB嚗㇊ython<6F>箇<EFBFBD>+靘肽<E99D98>嚗?|

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>滨蔭

甇仿炊 1嚗𡁏凒<F0A1818F>衹ode.js<6A>𡒊垢<F0A1928A>臬<EFBFBD><E887AC>㗛<EFBFBD>

<EFBFBD>沐ode.js<6A>𡒊垢<F0A1928A><E59EA2>AE摨𠉛鍂銝哨<E98A9D>瘛餃<E7989B>隞乩<E99A9E><E4B9A9>臬<EFBFBD><E887AC>㗛<EFBFBD>嚗?

# Python敺格<E695BA><E6A0BC>∪<EFBFBD>蝵穃𧑐<E7A983><F0A79190>
EXTRACTION_SERVICE_URL=http://172.17.x.x:8000

# 瘜冽<E7989C>嚗?# 1. <20>踵揢銝箏<E98A9D><E7AE8F><EFBFBD>繮<EFBFBD>𣇉<EFBFBD><F0A38789><EFBFBD><EFBFBD>IP
# 2. 銝滩<E98A9D><E6BBA9>惩偏<E683A9>冽<EFBFBD><E586BD>?/

<EFBFBD>滨蔭雿滨蔭嚗?- SAE<41>批<EFBFBD><E689B9>?<3F>?Node.js<6A>𡒊垢摨𠉛鍂 <20>?摨𠉛鍂<F0A0899B>滨蔭 <20>?<3F>臬<EFBFBD><E887AC>㗛<EFBFBD> <20>?瘛餃<E7989B>

**<2A>滨蔭<E6BBA8>擧<EFBFBD>雿?*嚗?- <20>滚鍳Node.js<6A>𡒊垢摨𠉛鍂嚗𠄎AE隡朞䌊<E69C9E>券<EFBFBD><E588B8>荔<EFBFBD>

甇仿炊 2嚗𡁜<E59A97>蝡臭誨<E887AD><E8AAA8><EFBFBD>霂<EFBFBD><E99C82><EFBFBD>舫<EFBFBD>㚁<EFBFBD>

// backend/src/routes/test.ts

import { Router } from 'express';
import axios from 'axios';

const router = Router();

router.get('/test-python-service', async (req, res) => {
  try {
    const extractionServiceUrl = process.env.EXTRACTION_SERVICE_URL || 'http://localhost:8000';
    
    // 1. 瘚贝<E7989A><E8B49D>亙熒璉<E78692><E79289>?    const healthRes = await axios.get(`${extractionServiceUrl}/api/health`);
    
    res.json({
      success: true,
      message: 'Python service is healthy',
      data: healthRes.data
    });
  } catch (error) {
    res.status(500).json({
      success: false,
      message: 'Failed to connect to Python service',
      error: error.message
    });
  }
});

export default router;

**瘚贝<E7989A><E8B49D>寞<EFBFBD>**嚗?```bash

隞𤾸<EFBFBD>蝡舀<EFBFBD>Postman霈輸䔮

GET https://your-backend-domain.com/api/test-python-service

憸<EFBFBD><EFBFBD><EFBFBD>滚<EFBFBD>嚗?{

"success": true, "message": "Python service is healthy", "data": { "status": "healthy", ... } }


---

### 甇仿炊 3嚗𡁶垢<F0A181B6>啁垢<E59581>蠘<EFBFBD>瘚贝<E7989A>

瘚贝<E7989A>摰峕㟲銝𡁜𦛚瘚<F0A69B9A><E7989A>嚗?
#### 瘚贝<E7989A><E8B49D>箸艶 1嚗䥪DF<44><46>𧋦<EFBFBD>𣂼<EFBFBD>

**瘚<><E7989A>**嚗?```
<0A>滨垢銝𠹺<E98A9D>PDF 
  <20>?Node.js<6A>𡒊垢<F0A1928A>交𤣰 
  <20>?HTTP POST 頧砍<E9A0A7><E7A08D>?Python<6F>滚𦛚 (EXTRACTION_SERVICE_URL)
  <20>?Python<6F>滚𦛚<E6BB9A>𣂼<EFBFBD><F0A382BC><EFBFBD>𧋦
  <20>?餈𥪜<E9A488>JSON蝏𤘪<E89D8F>
  <20>?<3F>𡒊垢憭<E59EA2><E686AD>撟嗉<E6929F><E59789>𧼮<EFBFBD>蝡?```

**瘚贝<E7989A>甇仿炊**嚗?1. <20>典<EFBFBD>蝡臭<E89DA1>隡牐<E99AA1>銝芸<E98A9D><E88AB8><EFBFBD>DF<44><46>辣嚗? 5MB嚗?2. <20>亦<EFBFBD>Node.js<6A>𡒊垢<F0A1928A>亙<EFBFBD>嚗?   ```log
   INFO: Calling Python service: http://172.17.x.x:8000/api/extract/pdf
   INFO: Python service responded in 2.3s

<EFBFBD>亦<EFBFBD>Python<EFBFBD>滚𦛚<EFBFBD>亙<EFBFBD>嚗? ```log INFO: Request: POST /api/extract/pdf INFO: File size: 1.2MB, filename: test.pdf INFO: Using PyMuPDF extraction INFO: Response: 200 (took 2.10s)

瘚贝<EFBFBD><EFBFBD>箸艶 2嚗𡁏㺭<F0A1818F>格<EFBFBD>瘣梹<E798A3>DC撌亙<E6928C>嚗?

**瘚<><E7989A>**嚗?``` <0A>滨垢銝𠹺<E98A9D>Excel <0A>?<3F>𡒊垢靚<E59EA2>鍂 Python<6F>滚𦛚 /api/operations/fillna <0A>?Python雿輻鍂pandas/polars憭<73><E686AD> <0A>?餈𥪜<E9A488>皜<EFBFBD><E79A9C><EFBFBD>𡒊<EFBFBD><F0A1928A>唳旿


**瘚贝<E7989A>甇仿炊**嚗?1. <20>求C璅∪<E79285>銝𠹺<E98A9D>Excel<65><6C>辣
2. <20>扯<EFBFBD><E689AF>唳旿皜<E697BF><E79A9C><EFBFBD>滢<EFBFBD>嚗<EFBFBD><E59A97>fillna嚗?3. 撉諹<E69289>餈𥪜<E9A488>蝏𤘪<E89D8F><F0A498AA>臬炏甇<E7828F>＆

---

## 撣貉<E692A3><E8B289>桅<EFBFBD><E6A185>埝䰻

### <20>桅<EFBFBD> 1嚗𡁻<E59A97><F0A181BB>𤩺<EFBFBD><F0A4A9BA>硋仃韐伐<E99F90>insufficient_scope: authorization failed嚗?
**<2A><>𠶖**嚗?```
Error: ImagePullBackOff
Failed to pull image: insufficient_scope: authorization failed
pull access denied, repository does not exist or may require authorization

**<2A>寞𧋦<E5AF9E>笔<EFBFBD>**嚗锭AE瘝⊥<E7989D><E28AA5><EFBFBD><EFBFBD>霈輸䔮ACR蝘<52><E89D98><EFBFBD>𨅯<EFBFBD>隞枏<E99A9E>

閫<EFBFBD><EFBFBD>甇仿炊嚗? *<EFBFBD>寞<EFBFBD>1嚗𡁻<EFBFBD>蝵桅<EFBFBD><EFBFBD>譍<EFBFBD>摨栞恕霂<EFBFBD><EFBFBD><EFBFBD>刻<EFBFBD>嚗?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>孵稬"<22>函蔡摨𠉛鍂"<22>?蝻𤥁<E89DBB>摨𠉛鍂"
<EFBFBD>?"<22>𨅯<EFBFBD><F0A885AF>滨蔭" <20>典<EFBFBD>嚗峕𪄳<E5B395>?"<22>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>" <20>?"蝘<><E89D98><EFBFBD>𨅯<EFBFBD>隞枏<E99A9E>"
<EFBFBD>滨蔭隞乩<EFBFBD>靽⊥<EFBFBD>嚗? ``` <0A>𨅯<EFBFBD>隞枏<E99A9E><E69E8F>啣<EFBFBD>嚗䬙rpi-cd5ij4pjt65mweeo-vpc.cn-beijing.personal.cr.aliyuncs.com <0A>冽<EFBFBD><E586BD>㵪<EFBFBD>gofeng117@163.com 撖<><E69296>嚗餎engzhibo117
靽嘥<EFBFBD><EFBFBD>滨蔭撟園<EFBFBD><EFBFBD>圈<EFBFBD>蝵? <EFBFBD>寞<EFBFBD>2嚗帋蝙<EFBFBD>沖AM閫坿𠧧<EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>鈭抒㴓憓<EFBFBD>綫<EFBFBD>琜<EFBFBD>
RAM<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?<3F>𥕦遣閫坿𠧧 <20>?<3F>㗇𥋘"<22>輸<EFBFBD>鈭烐<E988AD><E78390>? <20>?<3F>𦯀縑<F0A6AF80>滚𦛚<E6BB9A>?SAE"
銝箄<EFBFBD><EFBFBD>脫溶<EFBFBD>䭾<EFBFBD><EFBFBD>琜<EFBFBD>AliyunContainerRegistryReadOnlyAccess
SAE摨𠉛鍂<EFBFBD>滨蔭 <20>?擃条漣霈曄蔭 <20>?蝏穃<E89D8F>RAM閫坿𠧧

*<EFBFBD>寞<EFBFBD>3嚗朞挽蝵唧CR隞枏<EFBFBD>銝箏<EFBFBD>撘<EFBFBD>嚗<EFBFBD><EFBFBD>瘚贝<EFBFBD><EFBFBD>臬<EFBFBD>嚗?

<EFBFBD>𩤃<EFBFBD> 銝齿綫<E9BDBF>鞟<EFBFBD>鈭抒㴓憓<E3B493>蝙<EFBFBD>剁<EFBFBD>摰匧<E691B0>憌𡡞埯嚗?

ACR<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?銝芯犖摰硺<E691B0> <20>?隞枏<E99A9E><E69E8F>𡑒”
<EFBFBD>曉<EFBFBD> ai-clinical/python-extraction
隞枏<EFBFBD>霈曄蔭 <20>?霈輸䔮<E8BCB8>批<EFBFBD> <20>?<3F>嫣蛹"<22>砍<EFBFBD>"

<EFBFBD>桅<EFBFBD> 2嚗𡁜<E59A97><F0A1819C>典鍳<E585B8>典仃韐伐<E99F90><E4BC90>嗡<EFBFBD><E597A1>笔<EFBFBD>嚗?

<EFBFBD><EFBFBD>𠶖嚗?``` SAE<41>批<EFBFBD><E689B9>唳遬蝷綽<E89DB7>摨𠉛鍂<F0A0899B>臬𢆡憭梯揖摰硺<E691B0><E7A1BA>嗆<EFBFBD><E59786><EFBFBD>撘<EFBFBD>虜


**<2A>埝䰻甇仿炊**嚗?
**1. <20>亦<EFBFBD><E4BAA6>函蔡<E587BD>亙<EFBFBD>**

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>䀹凒霈啣<E99C88> <20>?<3F>亦<EFBFBD>霂行<E99C82>


**2. 撣貉<E692A3><E8B289>躰秤<E8BAB0>𡃏圾<F0A1838F>單䲮瘜?*嚗?
| <20>躰秤靽⊥<E99DBD> | <20>笔<EFBFBD> | 閫<><E996AB><EFBFBD>寞<EFBFBD> |
|---------|------|---------|
| `ImagePullBackOff` + `failed to resolve reference "...:latest"` | **<2A>𨅯<EFBFBD><F0A885AF>啣<EFBFBD><E595A3>芣<EFBFBD>摰𡁶<E691B0><F0A181B6>砍噡** | **<2A>券<EFBFBD><E588B8>誩𧑐<E8AAA9><F0A79190><EFBFBD>怠偏瘛餃<E7989B> `:v1.0`**<br>摰峕㟲<E5B395>啣<EFBFBD>嚗䫤...python-extraction:v1.0` |
| `ImagePullBackOff` + `insufficient_scope: authorization failed` | **ACR霈輸䔮<E8BCB8><E494AE><EFBFBD>銝滩雲嚗<E99BB2><E59A97>撣貉<E692A3>嚗?* | **<2A>滨蔭<E6BBA8>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>**<br>1. SAE摨𠉛鍂<F0A0899B>滨蔭 <20>?<3F>𨅯<EFBFBD><F0A885AF>滨蔭<br>2. <20>滨蔭<E6BBA8>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88><br>3. <20>冽<EFBFBD><E586BD>㵪<EFBFBD>`gofeng117@163.com`<br>4. 撖<><E69296>嚗䫤fengzhibo117` |
| `ImagePullBackOff` + `pull access denied` | <20>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>憭梯揖 | 璉<><E79289>亦鍂<E4BAA6>瑕<EFBFBD>/撖<><E69296><EFBFBD>臬炏甇<E7828F>＆ |
| `ImagePullBackOff` | <20>𨅯<EFBFBD><F0A885AF>啣<EFBFBD><E595A3>躰秤 | 蝖株恕雿輻鍂VPC<50><43><EFBFBD><EFBFBD>啣<EFBFBD>嚗<EFBFBD>蒂-vpc<70>𡒊<EFBFBD>嚗?|
| `ImportError: libXXX.so` | 蝟餌<E89D9F>靘肽<E99D98>蝻箏仃 | 璉<><E79289>主ockerfile嚗𣬚＆靽嘥<E99DBD>鋆<EFBFBD><E98B86><EFBFBD><EFBFBD><EFBFBD>㕑<EFBFBD>銵峕𧒄靘肽<E99D98> |
| `OOMKilled` | <20><><EFBFBD>銝滩雲 | 憓𧼮<E68693><F0A7BCAE><EFBFBD><EFBFBD><EFBFBD>滨蔭嚗?GB <20>?4GB嚗?|
| `Health check failed` | <20>亙熒璉<E78692><E79289>交𧊋<E4BAA4>朞<EFBFBD> | 璉<><E79289>?`/api/health` 蝡舐<E89DA1><E88890>臬炏甇<E7828F>虜 |

**3. <20>亦<EFBFBD>摰孵膥<E5ADB5>亙<EFBFBD>**

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>亙<EFBFBD><E4BA99>亥砭 <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>


---

### <20>桅<EFBFBD> 3嚗𡁜<E59A97>摨瑟<E691A8><E7919F>亙仃韐?
**<2A><>𠶖**嚗?```
摰硺<E691B0><E7A1BA>𡑒”<F0A19192>曄內嚗𡁜<E59A97>摨瑟<E691A8><E7919F>亙仃韐?摰硺<E691B0><E7A1BA>滚<EFBFBD><E6BB9A>滚鍳

<EFBFBD>埝䰻甇仿炊嚗? 1. 蝖株恕<E6A0AA>滚𦛚<E6BB9A>臬炏甇<E7828F>虜<EFBFBD>臬𢆡

# <20>亦<EFBFBD><E4BAA6>亙<EFBFBD>銝剜糓<E5899C>行<EFBFBD>嚗?INFO: Uvicorn running on http://0.0.0.0:8000

2. 蝖株恕蝡臬藁<E887AC>臬炏甇<E7828F>＆

# 璉<><E79289>亙捆<E4BA99>函垢<E587BD><E59EA2><EFBFBD>蝵殷<E89DB5>8000
# 璉<><E79289>亙<EFBFBD>摨瑟<E691A8><E7919F>亦垢<E4BAA6><E59EA2><EFBFBD>蝵殷<E89DB5>8000

*3. <20>见𢆡瘚贝<E7989A><E8B49D>亙熒璉<E78692><E79289>亦垢<E4BAA6>?

# <20>沒AE Webshell銝剜<E98A9D>銵䕘<E98AB5>
curl http://localhost:8000/api/health

*4. 靚<>㟲<EFBFBD>亙熒璉<E78692><E79289>亙<EFBFBD><E4BA99>?

<EFBFBD>嘥<EFBFBD>撱嗉<EFBFBD><EFBFBD>園𡢿嚗?0蝘?<3F>?60蝘𡜐<E89D98>憒<EFBFBD><E68692><EFBFBD>𨅯<EFBFBD><F0A885AF>匧<EFBFBD><E58CA7>ｇ<EFBFBD>
璉<><E79289>亥<EFBFBD><E4BAA5>塚<EFBFBD>10蝘?<3F>?20蝘?```

---

### <20>桅<EFBFBD> 4嚗鐭ode.js<6A>𡒊垢<F0A1928A>䭾<EFBFBD>餈墧𦻖Python<6F>滚𦛚

**<2A><>𠶖**嚗?```
<0A>𡒊垢<F0A1928A>亙<EFBFBD>嚗鋴onnection refused
<0A>?ECONNREFUSED: connect ECONNREFUSED 172.17.x.x:8000

<EFBFBD>埝䰻甇仿炊嚗? 1. 蝖株恕<E6A0AA><E68195><EFBFBD><EFBFBD>啣<EFBFBD><E595A3>臬炏甇<E7828F>＆

# <20>?<3F>躰秤<E8BAB0>滨蔭嚗<E894AD><E59A97>瘚讠<E7989A><E8AEA0>笔<EFBFBD>嚗?EXTRACTION_SERVICE_URL=http://python-extraction.internal:8000

# <20>?甇<>＆<EFBFBD>滨蔭嚗𠄎AE<41>批<EFBFBD><E689B9>唳遬蝷箇<E89DB7><E7AE87>笔<EFBFBD>IP嚗?EXTRACTION_SERVICE_URL=http://172.17.10.5:8000

2. 蝖株恕Python<6F>滚𦛚<E6BB9A>臬炏餈鞱<E9A488>

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?Python摨𠉛鍂 <20>?摰硺<E691B0><E7A1BA>𡑒”
<0A>嗆<EFBFBD><E59786><EFBFBD>餈鞱<E9A488>銝?<3F>?```

**3. 蝖株恕摰匧<E691B0>蝏<EFBFBD><E89D8F><EFBFBD>?*

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?Python摨𠉛鍂 <20>?蝵𤑳<E89DB5><F0A491B3>滨蔭 <20>?摰匧<E691B0>蝏?<3F>亦<EFBFBD>閫<EFBFBD><E996AB>嚗𡁜<E59A97>霈禽PC<50><43>挪<EFBFBD>?8000蝡臬藁


**4. 瘚贝<E7989A><E8B49D><EFBFBD><EFBFBD>餈鮋<E9A488>𡁏<EFBFBD>?*
```bash
# <20>沐ode.js<6A>𡒊垢摰孵膥銝剜<E98A9D>銵䕘<E98AB5><E49598>朞<EFBFBD>SAE Webshell嚗㚁<E59A97>
curl http://172.17.x.x:8000/api/health

<EFBFBD>桅<EFBFBD> 5嚗䥪DF<44>𣂼<EFBFBD>頞<EFBFBD>𧒄

<EFBFBD><EFBFBD>𠶖嚗?``` <0A>𡒊垢<F0A1928A>亙<EFBFBD>嚗鑹equest timeout after 300s Python<6F>亙<EFBFBD>嚗䥪rocessing large PDF...


**<2A>笔<EFBFBD>**嚗?- <20><>辣餈<E8BEA3>之嚗? 50MB嚗?- PDF<44><46>鉄憭折<E686AD><E68A98>曄<EFBFBD>

**閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?
**1. 憓𧼮<E68693>頞<EFBFBD>𧒄<EFBFBD>園𡢿**
```bash
# Node.js<6A>𡒊垢<F0A1928A>臬<EFBFBD><E887AC>㗛<EFBFBD>
EXTRACTION_TIMEOUT=600  # 10<31><30><EFBFBD>

2. <20>𣂼<EFBFBD><F0A382BC><EFBFBD>辣憭批<E686AD>

# Python<6F>滚𦛚嚗饢ain.py
MAX_FILE_SIZE = 50 * 1024 * 1024  # 50MB

@app.post("/api/extract/pdf")
async def extract_pdf(file: UploadFile):
    if file.size > MAX_FILE_SIZE:
        raise HTTPException(status_code=413, detail="File too large")

3. 隡睃<E99AA1><E79D83>𣂼<EFBFBD><F0A382BC>餉<EFBFBD>

# 頝唾<E9A09D><E594BE>曄<EFBFBD>憿萸<E686BF><E890B8><EFBFBD>蝻拙㦛<E68B99><E3A69B><EFBFBD>

<EFBFBD>桅<EFBFBD> 6嚗𡁜<E59A97>摮䀹滯<E480B9>綽<EFBFBD>OOM嚗?

<EFBFBD><EFBFBD>𠶖嚗?``` 摰孵膥<E5ADB5>芸𢆡<E88AB8>滚鍳 <0A>亙<EFBFBD><E4BA99>曄內嚗鐗illed (signal 9) 摰硺<E691B0><E7A1BA>烐綉嚗𡁜<E59A97>摮䀝蝙<E4809D>函<EFBFBD> > 95%


**閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?
**1. 憓𧼮<E68693><F0A7BCAE><EFBFBD><EFBFBD><EFBFBD>滨蔭**

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂<F0A0899B>滨蔭 <20>?閫<>聢 <0A><><EFBFBD>嚗?GB <20>?4GB


**2. 隡睃<E99AA1>隞<EFBFBD><E99A9E>嚗<EFBFBD><E59A97>撘誩<E69298><E8AAA9><EFBFBD><EFBFBD>**
```python
# 銝滩<E98A9D>銝<EFBFBD>甈⊥<E79488>批<EFBFBD>頧賣㟲銝芣<E98A9D>隞嗅<E99A9E><E59785><EFBFBD><EFBFBD>
with open(pdf_path, 'rb') as f:
    for chunk in read_in_chunks(f):
        process(chunk)

3. <20>𣂼<EFBFBD>撟嗅<E6929F>霂瑟<E99C82>

# main.py
from fastapi import FastAPI
from starlette.middleware.base import BaseHTTPMiddleware

app = FastAPI()
# <20>𣂼<EFBFBD>撟嗅<E6929F>餈墧𦻖<E5A2A7>?app.add_middleware(ConnectionLimitMiddleware, max_connections=10)

<EFBFBD><EFBFBD><EFBFBD>

A. 敹恍<E695B9>笔𦶢隞文<E99A9E><E69687>?

**<2A>亦<EFBFBD>摨𠉛鍂靽⊥<E99DBD>**嚗?```bash

<EFBFBD>輸<EFBFBD>鈭飈LI

aliyun sae DescribeApplicationStatus --AppId


**<2A>亦<EFBFBD>摰硺<E691B0><E7A1BA>𡑒”**嚗?```bash
# <20>輸<EFBFBD>鈭飈LI
aliyun sae DescribeApplicationInstances --AppId <app-id>

<EFBFBD>滚鍳摨𠉛鍂嚗?``` SAE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>滚鍳摨𠉛鍂


**<2A>亦<EFBFBD>摰墧𧒄<E5A2A7>亙<EFBFBD>**嚗?```
SAE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>亙<EFBFBD><E4BA99>亥砭 <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>

B. <20>臬<EFBFBD><E887AC>㗛<EFBFBD><E3979B>滨蔭皜<E894AD><E79A9C>

<EFBFBD>㗛<EFBFBD><EFBFBD>?	敹<EFBFBD><EFBFBD>	暺䁅恕<EFBFBD>?	霂湔<EFBFBD>
`LOG_LEVEL`	<EFBFBD>?	`INFO`	<EFBFBD>亙<EFBFBD>蝥批<EFBFBD>嚗㇄EBUG/INFO/WARNING/ERROR嚗?
`TEMP_DIR`	<EFBFBD>?	`/tmp/extraction_service`	銝湔𧒄<EFBFBD><EFBFBD>辣<EFBFBD>桀<EFBFBD>
`TZ`	<EFBFBD>?	`UTC`	<EFBFBD>嗅躹嚗<EFBFBD>遣霈?`Asia/Shanghai`嚗?
`SERVICE_NAME`	<EFBFBD>?	-	<EFBFBD>滚𦛚<EFBFBD>滨妍嚗<EFBFBD>鍂鈭擧𠯫敹埈<EFBFBD>霂<EFBFBD><EFBFBD>
`SERVICE_VERSION`	<EFBFBD>?	-	<EFBFBD>滚𦛚<EFBFBD><EFBFBD>𧋦嚗<EFBFBD>鍂鈭擧𠯫敹埈<EFBFBD>霂<EFBFBD><EFBFBD>
`OSS_ACCESS_KEY_ID`	<EFBFBD>?	-	OSS霈輸䔮撖<EFBFBD>𤨎ID
`OSS_ACCESS_KEY_SECRET`	<EFBFBD>?	-	OSS霈輸䔮撖<EFBFBD>𤨎Secret
`OSS_BUCKET`	<EFBFBD>?	-	OSS Bucket<65>滨妍
`OSS_ENDPOINT`	<EFBFBD>?	-	OSS Endpoint嚗<74>遣霈桀<E99C88>蝵𡢅<E89DB5>

C. <20>函蔡璉<E894A1><E79289>交<EFBFBD><E4BAA4>?

**<2A>函蔡<E587BD>?*嚗?- [ ] 蝖株恕Docker<65>𨅯<EFBFBD>撌脫綫<E884AB><E7B6AB>秐ACR

蝖株恕VPC<EFBFBD><EFBFBD>Switch<EFBFBD><EFBFBD><EFBFBD><EFBFBD>函<EFBFBD>ID
蝖株恕OSS AccessKey<65>㗇<EFBFBD>
蝖株恕SAE<EFBFBD>賢<EFBFBD>蝛粹𡢿撌脣<EFBFBD>撱? **<2A>函蔡銝?*嚗?- [ ] <20>𨅯<EFBFBD><F0A885AF>啣<EFBFBD>雿輻鍂VPC<50><43><EFBFBD><EFBFBD>啣<EFBFBD>
摰硺<EFBFBD><EFBFBD>?= 1嚗<31><E59A97><EFBFBD>?嚗?- [ ] 摰孵膥蝡臬藁 = 8000
<EFBFBD>亙熒璉<EFBFBD><EFBFBD>亥楝敺?= /api/health
<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD><EFBFBD>滨蔭摰峕㟲

**<2A>函蔡<E587BD>?*嚗?- [ ] 摨𠉛鍂<F0A0899B>嗆<EFBFBD>?= 餈鞱<E9A488>銝?- [ ] <20>亙熒璉<E78692><E79289>仿<EFBFBD>朞<EFBFBD>

<EFBFBD>亙<EFBFBD><EFBFBD>曄內<EFBFBD>滚𦛚甇<EFBFBD>虜<EFBFBD>臬𢆡
霈啣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>IP<EFBFBD>啣<EFBFBD>
<EFBFBD>湔鰵Node.js<6A>𡒊垢<F0A1928A>臬<EFBFBD><E887AC>㗛<EFBFBD>

D. <20>鞉𧋦憸<F0A78BA6>摯

**瘚贝<E7989A><E8B49D>臬<EFBFBD>嚗<EFBFBD>蝠<EFBFBD>讐<EFBFBD>SAE嚗?*嚗? 閫<>聢嚗?<3F>?GB <20> 1摰硺<E691B0> 韐寧鍂嚗𡁶漲瞼60/<2F>?

隡睃<EFBFBD>撱箄悅嚗?- 瘚贝<E7989A><E8B49D>嗆挾<E59786>臭誑<E887AD>见𢆡<E8A781>𨀣迫摨𠉛鍂嚗<E98D82><E59A97>甇Ｗ<E79487>銝滩恣韐對<E99F90>

憭𣈯𡢿<EFBFBD>硋𪂹<EFBFBD>怠<EFBFBD>甇Ｗ<EFBFBD><EFBFBD>刻<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?- <20>煺漣<E785BA>臬<EFBFBD>撱箄悅雿輻鍂<E8BCBB><E98D82>僑<EFBFBD><E58391><EFBFBD>隡䀹<E99AA1>

E. <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝

<EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD> - <20><><EFBFBD>㕑<EFBFBD>皞鞾<E79A9E><E99EBE>䰻銵?- Python敺格<EFBFBD><EFBFBD>?SAE摰孵膥<E5ADB5>函蔡<E587BD><E894A1><EFBFBD> - <20><><EFBFBD>舀沲<E88880><E6B2B2>祕閫?- 敹恍<EFBFBD>罸<EFBFBD>蝵淞OP - 摰峕㟲<E5B395>函蔡瘚<E894A1><E7989A>

<EFBFBD><EFBFBD>﹝蝏湔擪嚗?- <20>𥕦遣<F0A595A6>園𡢿嚗?024-12-24

<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD>2024-12-24
銝𧢲活摰⊥䰻嚗?025-01-24

**<2A>函蔡摰峕<E691B0><E5B395>𠬍<EFBFBD>霂瑁扇敶蓥誑銝衤縑<E8A1A4>?*嚗?

<EFBFBD>函蔡<EFBFBD>園𡢿嚗?024-12-24 19:43
<0A><><EFBFBD>IP<49>啣<EFBFBD>嚗冴ttp://172.17.173.66:8000
擐𡝗活<F0A19D97>亙熒璉<E78692><E79289>仿<EFBFBD>朞<EFBFBD><E69C9E>園𡢿嚗?024-12-24 19:44
SAE摨𠉛鍂<F0A0899B>滨妍嚗䮝ython-extraction-test
摨𠉛鍂蝐餃<E89D90>嚗朞蝠<E69C9E>讐<EFBFBD>摨𠉛鍂
閫<>聢<EFBFBD>滨蔭嚗?<3F>?GB <20> 1摰硺<E691B0>
<0A>函蔡<E587BD>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>?<3F>𣂼<EFBFBD>
憭<>釣嚗?- 閫<><E996AB>鈭<EFBFBD>CR<43>𨅯<EFBFBD><F0A885AF>匧<EFBFBD><E58CA7><EFBFBD><EFBFBD><EFBFBD>桅<EFBFBD>嚗<EFBFBD><E59A97>蝵桐<E89DB5><E6A190>𨅯<EFBFBD>隞枏<E99A9E>霈方<E99C88>嚗?- 閫<><E996AB>鈭<EFBFBD><E988AD><EFBFBD>𤩺<EFBFBD>蝑暸䔮憸矋<E686B8><E79F8B><EFBFBD><EFBFBD>鈭?v1.0<EFBFBD><EFBFBD>𧋦嚗?- 摨𠉛鍂甇<E98D82>虜餈鞱<E9A488>嚗?銝沿vicorn worker餈𤤿<E9A488>
- OpenBLAS霅血<E99C85><E8A180>臬蕭<E887AC>伐<EFBFBD>銝滚蔣<E6BB9A>滚<EFBFBD><E6BB9A>踝<EFBFBD>

<EFBFBD>鞟內嚗𡁻<EFBFBD>蝵脣<EFBFBD><EFBFBD>𣂼<EFBFBD>嚗諹窈<EFBFBD>𦠜𧒄<EFBFBD>湔鰵 <EFBFBD>函蔡餈𥕦漲<EFBFBD>餉<EFBFBD>.md 銝剔<E98A9D><E58994><EFBFBD><EFBFBD><EFBFBD>啣<EFBFBD>嚗?

22 KiB Raw Blame History Unescape Escape