HaHafeng
1b53ab9d52
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%)
154 lines
8.1 KiB
Markdown
154 lines
8.1 KiB
Markdown
# **謚譛ｯ隶ｾ隶｡譁<EFBDA1>｡｣<EFBDA1>壼ｷ･蜈ｷ C \- 遘醍<E98198>疲焚謐ｮ郛冶ｾ大<EFBDBE>?(V7 莠醍ｫｯ豐咏ｮｱ謚鈴｣朱勦迚<E58BA6>)**
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| 譁<>｡｣邀ｻ蝙<EFBDBB> | Technical Design Document (TDD) |
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| :---- | :---- |
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| **蟇ｹ蠎泌次蝙<E6ACA1>** | **蟾･蜈ｷC\_遘醍<E98198>疲焚謐ｮ郛冶ｾ大勣\_蜴溷梛隶ｾ隶｡\_V6\_菫ｮ螟咲<E89E9F>?html** |
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| **迚域悽** | **V7.1** (螳梧紛謾ｶ蠖墓楔譫<E6A594><E8ADAB>遲<EFBFBD> ADR 荳守ｺ｢髦滄｣朱勦蟇ｹ遲? |
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| **迥ｶ諤?* | Final Standard |
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| **譬ｸ蠢<EFBDB8>岼譬<E5B2BC>** | 譫<>ｻｺ荳荳ｪ鬮伜庄髱<E5BA84>逧<EFBFBD>ｺ醍ｫ?Python 謨ｰ謐ｮ貂<EFBDAE>ｴ怜ｹｳ蜿ｰ縲ょ惠菫晞囿窶懈焚謐ｮ荳榊<E88DB3>蝓溪晉噪蜑肴署荳具ｼ碁夊ｿ<E5A48A> Apache Arrow 蜥梧<E89CA5>ｷ蠑丞<E8A091>遖ｻ謚譛ｯ<E8AD9B>瑚ｧ｣蜀ｳ譛榊苅遶ｯ謇ｧ陦悟ｸｦ譚･逧<EFBDA5>ｻｶ霑滉ｸ取<EFBDB8>ｼ蠑丈ｸ｢螟ｱ髣ｮ鬚倥?|
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## **1\. 諤ｻ菴捺楔譫<E6A594>ｮｾ隶｡ (System Architecture)**
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驩ｴ莠取枚莉ｶ螟ｧ蟆城剞蛻ｶ (\<20MB) 蜥瑚┳謨丞燕謠撰ｼ碁㊦逕ｨ 窶廸ode.js BFF \+ Python Microservice窶?譫ｶ譫<EFBDB6>?
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V7 譬ｸ蠢<EFBDB8>合郤ｧ<E983A4>?蠑募<E8A091> Apache Arrow 菴應ｸｺ蜑榊錘遶ｯ謨ｰ謐ｮ莠､謐｢譬<EFBDA2>㊥<EFBFBD>梧崛莉｣菴取譜逧?Excel 譁<>ｻｶ蜿榊､崎ｯｻ蜀呻ｼ悟ｰ<E6829F>黒谺｡莠､莠貞ｻｶ霑滉ｻ?8s 髯堺ｽ手<EFBDBD>?0.5s縲?
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### **1.1 譫ｶ譫<EFBDB6>挙謇大<E8AC87>?(V7 莨伜喧迚?**
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graph TD
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subgraph Client\_Layer \[逕ｨ謌ｷ遶ｯ\]
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ReactApp\[React 19 \+ AG Grid\]
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ArrowClient\[Apache Arrow JS\]
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end
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subgraph Aliyun\_SAE \[髦ｿ驥御ｺ?Serverless 蠎皮畑蠑墓梼\]
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BFF\[Node.js Web 譛榊苅 (Fastify)\]
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PythonService\[Python 隶｡邂怜ｾｮ譛榊<E8AD9B>?(FastAPI)\]
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end
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subgraph Cache\_Layer \[鬮倬溽ｼ灘ｭ伜ｱ<E4BC9C>]
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Redis\_Session\[Redis (蟄?DataFrame Arrow 蠎丞<E8A08E>蛹?\]
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end
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subgraph AI\_PaaS \[AI 閭ｽ蜉帛ｱ<E5B89B>]
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Dify\[Dify 郛匁賜蠑墓梼\]
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DeepSeek\[DeepSeek-V3 讓｡蝙欺]
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end
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subgraph Cloud\_Infra \[謖∽ｹ<E288BD>喧螻<E596A7>]
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OSS\[蟇ｹ雎｡蟄伜お (蟄?Excel 蠎墓攸)\]
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RDS\[RDS PostgreSQL (蟄伜<E89F84>謨ｰ謐ｮ)\]
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end
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%% 莠､莠呈ｵ?
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User\[逕ｨ謌ｷ\] \--\>|1. 荳贋ｼ<E8B48B>| BFF
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BFF \--\>|2. 蟄伜次蟋畿xcel| OSS
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BFF \--\>|3. 鬚<>Ο Session| PythonService
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PythonService \--\>|4. 蜉<>霓ｽ蟷ｶ霓ｬ荳?Arrow| Redis\_Session
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User \--\>|5. AI 謖<>ｻ､| Dify
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Dify \--\>|6. Python 莉｣遐－ BFF
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BFF \--\>|7. 蜿鷹∽ｻ｣遐－ PythonService
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PythonService \--\>|8. 隸ｻ蜿<EFBDBB> Arrow (蜀<>ｭ<EFBFBD>)| Redis\_Session
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PythonService \--\>|9. Pandas 謇ｧ陦芸 PythonService
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PythonService \--\>|10. 蜀吝屓 Arrow| Redis\_Session
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PythonService \--\>|11. 霑泌屓 Preview 謨ｰ謐ｮ (JSON/Arrow)| ReactApp
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User \--\>|12. 蟇ｼ蜃ｺ/菫晏ｭ<E6998F> BFF
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BFF \--\>|13. 隗ｦ蜿大粋蟷ｶ| PythonService
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PythonService \--\>|14. 隸ｻOSS蠎墓攸 \+ 蝪ｫ蜈･謨ｰ謐ｮ| OSS
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## **2\. 蜈ｳ髞ｮ譫ｶ譫<EFBDB6><E8ADAB>遲冶ｮｰ蠖<EFBDB0> (ADR)**
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譛ｬ闃りｮｰ蠖穂ｺ<EFBFBD>ｸｺ菴穂ｻ寂懷燕遶?Pyodide窶晁ｽｬ蜷鯛懷錘遶ｯ豐咏ｮｱ窶晉噪蜀ｳ遲冶ｿ<E586B6>ｨ具ｼ御ｾ帛屬髦溷盾閠<E79BBE>?
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### **蜀ｳ遲也せ<E4B99F>壼燕遶ｯ霑占｡<E58DA0> (WASM) vs 蜷守ｫｯ霑占｡<E58DA0> (Server-side)**
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| 扈ｴ蠎ｦ | 譁ｹ譯<EFBDB9> A<>壼燕遶?Pyodide (WASM) | 譁ｹ譯<EFBDB9> B<>壼錘遶?Python (譛ｬ譁ｹ譯? | 蜀ｳ遲也ｻ楢ｮｺ |
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| :---- | :---- | :---- | :---- |
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| **蜷ｯ蜉ｨ蟒ｶ霑<EFBDB6>** | **譫∵<E8ADAB> (15s+)**縲る怙荳玖ｽｽ \~20MB 蠑墓梼蛹<E6A2BC>ｼ檎畑謌ｷ菴馴ｪ梧栫蟾ｮ縲?| **遘貞ｼ**縲ら識蠅<E8AD98>惠譛榊苅蝎ｨ鬚<EFBDA8>Ο<EFBFBD>悟叉蠑蜊ｳ逕ｨ縲?| **蜷守ｫｯ閭?* |
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| **莠､莠貞ｻｶ霑<EFBDB6>** | **譫∝ｿｫ (\< 0.1s)**縲よ悽蝨ｰ蜀<EFBDB0>ｭ俶桃菴懶ｼ梧裏鄂醍ｻ懷ｼ髞縲?| **荳ｭ遲<EFBDAD> (0.5s)**縲る夊ｿ<E5A48A> Apache Arrow 莨伜喧蜷主庄謗･蜿励?| 蜑咲ｫｯ閭?|
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| **遞ｳ螳壽?* | **鬮倬｣朱<EFBDA3>?*縲よｵ剰ｧ亥勣 Tab 蜀<>ｭ俶怏髯撰ｼ梧<EFBDBC> OOM 蟠ｩ貅<EFBDA9>?| **鬮倡ｨｳ螳?*縲よ恪蜉｡蝎ｨ蜀<EFBDA8>ｭ伜<EFBDAD>雜ｳ<E99B9C>悟ｮｹ蝎ｨ髫皮ｦｻ<EFBDA6>悟ｴｩ貅<EFBDA9>ｸ榊ｽｱ蜩榊燕遶ｯ縲?| **蜷守ｫｯ閭?* |
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| **蠎捺髪謖?* | **譛蛾剞**縲ゆｸ肴髪謖<E9ABAA>Κ蛻<CE9A> C 謇ｩ螻募ｺ?(螯ょ､肴揩扈溯ｮ｡蠎<EFBDA1>)縲?| **譌<>髯<EFBFBD>**縲よ<E7B8B2><E38288><EFBFBD>?Linux 邇ｯ蠅<EFBDAF>ｼ檎函諤∝ｮ梧紛縲?| **蜷守ｫｯ閭?* |
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| **蠑蜿鷹埓蠎?* | **譫<>ｫ<EFBFBD>**縲る怙螟<E68099>炊 JS-Python 騾壻ｿ｡縲∝<E7B8B2>蟄倡ｮ｡逅<EFBDA1>?| **菴?*縲よ<E7B8B2><E38288><EFBFBD>?Web API 蠑蜿代?| **蜷守ｫｯ閭?* |
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**扈楢ｮｺ<EFBDAE>?* 驩ｴ莠寂懈焚謐ｮ蟾ｲ閼ｱ謨鞘昜ｸ披懈枚莉ｶ霎<EFBDB6>ｰ鞘晢ｼ<E699A2>**蜷守ｫｯ謇ｧ陦梧婿譯<E5A9BF>** 蝨ｨ遞ｳ螳壽ｧ縲∝<E7B8B2>螳ｹ諤ｧ蜥悟ｼ蜿第<E89CBF>譛ｬ荳雁<E88DB3>髱｢閭懷<E996AD>縲?
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## **3\. 謚譛ｯ騾牙梛荳手檮蜷?(Tech Stack Fusion)**
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### **3.1 譬ｸ蠢<EFBDB8>ｻ<EFBFBD>ｻｶ譖ｴ譁ｰ**
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| 鬚<>沺 | 騾牙梛 | V7 譁ｰ蠅樒炊逕ｱ |
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| :---- | :---- | :---- |
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| **謨ｰ謐ｮ莠､謐｢** | **Apache Arrow** | **蜈ｳ髞ｮ蜊<EFBDAE>ｺｧ**縲ら畑莠?Python 蜥?Node.js/蜑咲ｫｯ荵矩龍逧<E9BE8D>ｫ俶ｧ閭ｽ謨ｰ謐ｮ莨<EFBDAE>霎難ｼ碁∩蜈?JSON 蠎丞<E8A08E>蛹門ｼ髞<E9AB9E>?*隗｣蜀ｳ IO 蟒ｶ霑滓<E99C91>ｸ蠢<EFBDB8>**縲?|
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| **Excel 螟<>炊** | **openpyxl** | 譖ｿ莉｣郤?Pandas縲ら畑莠主惠蟇ｼ蜃ｺ譌?*菫晉蕗蜴溷ｧ<E6BAB7> Excel 譬ｷ蠑<EFBDB7>**<2A>亥ｦる｢懆牡縲∬ｾｹ譯<EFBDB9>ｼ会ｼ?*隗｣蜀ｳ譬ｼ蠑丈ｸ｢螟ｱ譬ｸ蠢<EFBDB8>**縲?|
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| **莨夊ｯ晉ｼ灘ｭ<E78198>** | **Redis** | 逕ｨ莠取嘯蟄倡畑謌ｷ逧?DataFrame (蠎丞<E8A08E>蛹紋ｸｺ Parquet/Arrow)<29>碁∩蜈肴ｯ乗ｬ｡謫堺ｽ憺<EFBDBD>蜴?OSS 隸ｻ譁<EFBDBB>ｻｶ縲?|
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| **隶｡邂玲恪蜉｡** | **FastAPI \+ Celery** | 蠑募<E8A091> Celery 螟<>炊蠑よｭ･莉ｻ蜉｡<E89C89>碁亟豁｢髟ｿ隶｡邂鈴仆蝪<E4BB86> HTTP 郤ｿ遞九?|
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## **4\. 騾<>髄鬟朱勦隸<E58BA6>ｼｰ荳主ｯｹ遲?(Red Teaming Analysis)**
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譛ｬ闃りｯｦ扈<EFBFBD>ｮｰ蠖穂ｺ<EFBFBD>懃ｺ｢髦滓ｵ玖ｯ補昜ｸｭ蜿醍鴫逧<EFBFBD>ｽ懷惠閾ｴ蜻ｽ鬟朱勦蜿雁<EFBFBD>蟾･遞句喧隗｣蜀ｳ譁ｹ譯医?
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### **鬟朱勦荳<E88DB3>壻ｺ､莠貞ｻｶ霑溽噪窶應ｽ捺─蟠ｩ蝪娯?*
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* **騾<>髄諡ｷ髣ｮ<E9ABA3>?* 豈乗ｬ｡ AI 謫堺ｽ憺<EFBDBD>襍ｰ OSS 荳玖ｽｽ \-\> Pandas 隸ｻ蜿<EFBDBB> \-\> 隶｡邂<EFBDA1> \-\> 荳贋ｼ<E8B48B><EFBDBC>悟黒谺｡閠玲慮蜿ｯ閭ｽ雜<EFBDBD>ｿ<EFBFBD> 8遘抵ｼ檎畑謌ｷ譌<EFBDB7>豕募ｿ榊女縲?
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* **V7 隗｣蜀ｳ譁ｹ譯茨ｼ?* **Session 鬩ｻ逡呎ｨ｡蠑<EFBDA1> (Memory-Resident)**
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1. **蛻晏ｧ句喧<E58FA5><E596A7>** 逕ｨ謌ｷ荳贋ｼ<E8B48B> Excel 蜷趣ｼ悟錘遶ｯ蟆<EFBDAF><E89F86>蜉<EFBFBD>霓ｽ荳?DataFrame<6D>悟ｹｶ蠎丞<E8A08E>蛹紋ｸｺ **Arrow** 譬ｼ蠑丞ｭ伜<EFBDAD> Redis (TTL 30min)縲?
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2. **蠅樣㍼莠､莠抵ｼ?* 蜑咲ｫｯ蜿鷹∵欠莉､<E88E89>訓ython 莉?Redis 隸ｻ蜿<EFBDBB> Arrow 謨ｰ謐ｮ<E8AC90>域ｯｫ遘堤ｺｧ<EFBDBA>会ｼ梧鴬陦<E9B4AC> Pandas 隶｡邂暦ｼ悟ｰ<E6829F>ｻ捺棡蜀吝屓 Redis縲?
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3. **霓ｻ驥丞渚鬥茨ｼ?* 隶｡邂怜ｮ梧<EFBDAE>蜷趣ｼ悟宵霑泌<E99C91>?**蜑?100 陦碁｢<E7A281>ｧ域焚謐?* 扈吝燕遶?AG Grid 貂ｲ譟薙?
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4. **謨域棡<E59F9F>?* 閠玲慮郛ｩ遏ｭ閾?**0.5s \- 1s**縲?
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### **鬟朱勦莠鯉ｼ哘xcel 譬ｼ蠑丈ｸ｢螟ｱ (The Format Loss)**
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* **騾<>髄諡ｷ髣ｮ<E9ABA3>?* Pandas 逧?to\_excel 莨夐㍾鄂ｮ謇譛牙黒蜈<E9BB92><E89C88>ｼ譬ｷ蠑擾ｼ悟現逕滓<E98095><E6BB93>ｳｨ逧<EFBDA8>｢懆牡蜥梧音豕ｨ莨壻ｸ｢螟ｱ縲?
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* **V7 隗｣蜀ｳ譁ｹ譯茨ｼ?* **蠎墓攸蛻<E694B8>ｦｻ遲也払 (Template Separation)**
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1. **荳贋ｼ<E8B48B>譌ｶ<E8AD8C><EFBDB6>** 蟆<>次蟋?Excel 譬<>ｮｰ荳?**"Style Template" (譬ｷ蠑丞ｺ墓攸)**<2A>梧ｰｸ荵<EFBDB8>ｿ晏ｭ伜惠 OSS縲?
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2. **隶｡邂玲慮<E78EB2><E685AE>** 蜿ｪ蝨ｨ蜀<EFBDA8>ｭ<EFBFBD>/Redis 荳ｭ螟<EFBDAD>炊郤ｯ謨ｰ謐ｮ (Values)<29>御ｸ榊<EFBDB8>蠢<EFBFBD><E8A0A2>ｷ蠑上?
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3. **蟇ｼ蜃ｺ譌ｶ<E8AD8C><EFBDB6>** 菴ｿ逕ｨ openpyxl 蜉<>霓ｽ窶懈<E7AAB6>ｷ蠑丞ｺ墓攸窶晢ｼ悟ｰ<E6829F><EFBDB0>蟄倅ｸｭ逧<EFBDAD>眠謨ｰ謐ｮ**蝪ｫ蜈･**蛻ｰ蠎墓攸逧<E694B8>ｯｹ蠎泌攝譬<E6949D>ｸｭ<EFBDB8>御ｿ晉蕗譛ｪ菫ｮ謾ｹ蛹ｺ蝓溽噪閭梧勹濶ｲ蜥梧音豕ｨ縲?
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### **鬟朱勦荳会ｼ夂憾諤∝酔豁･逧<EFBDA5>懷曙蜀吝<E89C80>遯≫?*
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* **騾<>髄諡ｷ髣ｮ<E9ABA3>?* 逕ｨ謌ｷ謇句勘菫ｮ謾ｹ莠<EFBDB9>ｬｬ 5 陦鯉ｼ悟酔譌ｶ AI 蛻<>髯､莠<EFBDA4>ｬｬ 5 陦鯉ｼ悟ｯｼ閾ｴ謨ｰ謐ｮ迥ｶ諤∽ｸ堺ｸ閾ｴ縲?
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* **V7 隗｣蜀ｳ譁ｹ譯茨ｼ?* **UI 莠呈箕髞?(UI Locking)**
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* 蠖?AI 豁｣蝨ｨ逕滓<E98095>莉｣遐∵<E98190>蜷守ｫｯ豁｣蝨ｨ隶｡邂玲慮<E78EB2>窟G Grid 蠑ｺ蛻ｶ霑帛<E99C91> **readOnly** 讓｡蠑擾ｼ悟ｹｶ蝨ｨ逡碁擇譏ｾ遉?"AI 豁｣蝨ｨ螟<EFBDA8>炊..." 驕ｮ鄂ｩ<E98482>?*迚ｩ逅<EFBDA9>ｱる擇荳顔ｦ∵ｭ｢蟷ｶ蜿第桃菴?*縲?
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### **鬟朱勦蝗幢ｼ壼ｮ牙<EFBDAE>豐咏ｮｱ騾<EFBDB1>?*
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* **騾<>髄諡ｷ髣ｮ<E9ABA3>?* AI 逕滓<E98095>莠?import os; os.system('rm \-rf /')縲?
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* **V7 隗｣蜀ｳ譁ｹ譯茨ｼ?* **AST 髱呎∝<C280>譫?\+ 螳ｹ蝎ｨ髫皮ｦｻ**
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* **鬚<>｣<EFBDA3>?* 蝨ｨ謇ｧ陦?exec() 蜑搾ｼ御ｽｿ逕ｨ Python ast 讓｡蝮玲沖謠丈ｻ｣遐∵<E98190>托ｼ梧｣豬句芦 import os 遲牙<E981B2>髞ｮ隸咲峩謗･謚帛<E8AC9A>蠑ょｸｸ縲?
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* **襍<>ｺ宣剞鬚晢ｼ?* 菴ｿ逕ｨ Python resource 讓｡蝮鈴剞蛻ｶ蜊墓ｬ｡謇ｧ陦檎<E999A6>?CPU 譌ｶ髣ｴ (10s) 蜥?蜀<>ｭ<EFBFBD> (1GB)縲?
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## **5\. 謨ｰ謐ｮ蠎楢ｮｾ隶?(蜈<>焚謐ｮ螻<EFBDAE>)**
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譁ｰ蠅<EFBFBD> TaskAudit 陦ｨ逕ｨ莠手ｮｰ蠖墓ｯ丈ｸ谺?AI 謫堺ｽ懃噪荳贋ｸ区枚<E58CBA>御ｾｿ莠主屓貊壼柱螳｡隶｡縲?
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model TaskAudit {
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id String @id @default(uuid())
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datasetId String
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version Int // 謫堺ｽ懷錘逧<E98C98>沿譛ｬ蜿?
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actionType String // "AI\_CODE" or "MANUAL\_EDIT"
|
||
prompt String? // 逕ｨ謌ｷ逧<EFBDB7><E980A7>辟ｶ隸ｭ險謖<C280>ｻ､
|
||
code String? // AI 逕滓<E98095>逧?Python 莉｣遐<EFBDA3>
|
||
|
||
executionTime Int // 謇ｧ陦瑚玲慮 (ms)
|
||
status String // SUCCESS / FAILED
|
||
|
||
createdAt DateTime @default(now())
|
||
}
|
||
|
||
## **6\. API 謗･蜿｣螳壻ｹ<E5A3BB> (V7 莨伜喧)**
|
||
|
||
* POST /api/session/init: 荳贋ｼ<E8B48B>譁<EFBFBD>ｻｶ<EFBDBB>悟<EFBFBD>蟋句喧 Redis Session<6F>瑚ｿ泌<EFBDBF>?sessionId縲?
|
||
* POST /api/session/execute:
|
||
* **Input:** { sessionId, code, version }
|
||
* **Output:** { previewData: ArrowBase64, newVersion: int, logs: string }
|
||
* **隸ｴ譏<EFBDB4>:** 莉<>ｿ泌屓鬚<E5B193>ｧ域焚謐ｮ<E8AC90>御ｸ咲函謌?Excel 譁<>ｻｶ縲?
|
||
* POST /api/session/save:
|
||
* **Input:** { sessionId }
|
||
* **Output:** { downloadUrl }
|
||
* **隸ｴ譏<EFBDB4>:** 隗ｦ蜿<EFBDA6> openpyxl 蜷亥ｹｶ騾ｻ霎托ｼ檎函謌先怙扈?Excel 蟷ｶ荳贋ｼ?OSS縲?
|
||
## **7\. 蠑蜿大<E89CBF>蟾･蟒ｺ隶?*
|
||
|
||
* **Python 扈?(驥堺ｸｭ荵矩㍾):**
|
||
* 螳樒鴫 Arrow \<-\> Pandas 逧<>ｺ丞<EFBDBA>蛹夜ｻ霎代?
|
||
* 蟆∬｣<E288AC> openpyxl 逧<><E980A7>ｷ蠑丞屓蝪ｫ騾ｻ霎代?
|
||
* 謳ｭ蟒ｺ FastAPI \+ Redis 邇ｯ蠅<EFBDAF>?
|
||
* **Node.js 扈?**
|
||
* 雍溯ｴ｣ Dify 霓ｬ蜿大柱驩ｴ譚<EFBDB4>?
|
||
* **蜑咲ｫｯ扈?**
|
||
* 髮<><E9ABAE> apache-arrow JS 蠎難ｼ瑚ｧ｣譫仙錘遶ｯ霑泌屓逧<E5B193>ｺ瑚ｿ帛宛豬∝ｹｶ蝨?AG Grid 螻慕､ｺ縲?
|
||
* 螳樒鴫窶廣I 螟<>炊荳ｭ窶晉噪蜈ｨ螻城煤螳壻ｺ､莠偵 |