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%)
95 lines
5.1 KiB
Markdown
95 lines
5.1 KiB
Markdown
# **PRD<52>啜ool C \- 遘醍<E98198>疲焚謐ｮ郛冶ｾ大<EFBDBE>?(The Research Editor)**
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| 譁<>｡｣迚域悽 | V2.1 (謇∝ｹｳ蛹?\+ 髟ｿ螳ｽ霓ｬ謐｢迚? |
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| **莠ｧ蜩∝ｽ｢諤?* | Web 遶ｯ蝨ｨ郤ｿ郛冶ｾ大勣<E5A4A7><E58BA3>ocal-First 譫ｶ譫<EFBDB6>ｼ檎ｱｻ Excel 菴馴ｪ鯉ｼ?|
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| **譬ｸ蠢<EFBDB8>ｻｷ蛟?* | 謠蝉ｾ帶ｯ?Excel 譖ｴ諛らｧ醍<EFBDA7>皮噪霓ｻ驥冗ｺｧ貂<EFBDA7>ｴ怜ｷ･蜈ｷ縲る夊ｿ<E5A48A>懈堰蟷ｳ蛹門ｷ･蜈ｷ譬鞘晏柱窶懈匱閭ｽ萓ｧ霎ｹ譬鞘晢ｼ瑚ｮｩ蛹ｻ逕溷惠荳榊<E88DB3>莉｣遐∫噪諠<E599AA><E8ABA0>荳句ｮ梧<EFBDAE>蜿倬㍼蜉<E38DBC>蟾･縲∬ｴｨ驥乗ｲｻ逅<EFBDBB>柱譬ｷ譛ｬ遲幃峨?|
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| **逶ｮ譬<EFBDAE>畑謌ｷ** | 蟇ｹ謨ｰ謐ｮ雍ｨ驥乗怏豢∫剿逧<E589BF>ｧ醍<EFBDA7>比ｺｺ蜻倥∽ｸｴ蠎雁現逕?|
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## **荳縲?莠ｧ蜩∵ｵ∫ｨ句<EFBDA8>?(User Flow)**
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謨ｰ謐ｮ蟇ｼ蜈･(荳贋ｼ<E8B48B>/豬∬ｽｬ) \-\> 諤ｧ閭ｽ蜃<EFBDBD><E89C83>荳朱剄驥<E58984><E9A9A5>ｷ \-\> 蝨ｨ郤ｿ貂<EFBDBF>ｴ<EFBFBD>(蟾･蜈ｷ譬丞<E8ADAC>螻謫堺ｽ<E5A0BA> \+ 萓ｧ霎ｹ譬丞<E8ADAC>謫堺ｽ<E5A0BA>) \-\> 迚域悽蠢ｫ辣ｧ \-\> 蟇ｼ蜃ｺ蛻<EFBDBA>梵髮?
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## **莠後?譬ｸ蠢<EFBDB8>粥閭ｽ髴豎?(Functional Requirements)**
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### **1\. 鬘ｶ驛ｨ謇∝ｹｳ蟾･蜈ｷ譬?(The Flat Toolbar) 窶披?譬ｸ蠢<EFBDB8>ｺ､莠<EFBDA4>**
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*荳榊<E88DB3>菴ｿ逕ｨ螟肴揩逧?Tab 蛻<>ｻ<EFBFBD>ｼ梧<EFBDBC>ｸ蠢<EFBDB8>ｧ醍<EFBDA7>泌粥閭ｽ荳蟄玲賜蠑<E8A091>梧園隗∝叉謇蠕励?
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#### **1.1 蜿倬㍼蜉<E38DBC>蟾･ (Variable Processing)**
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* **P0: 逕滓<E98095>譁ｰ蜿倬<E89CBF>?(Generate Variable):**
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* **蜉溯<E89C89><E6BAAF>?* 蠑ｹ遯玲署萓帛<E89093>蠑乗桷蟒ｺ蝎ｨ縲?
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* **謾ｯ謖<EFBDAF>ｼ?* 蜉<>蜃丈ｹ倬勁縲∵峡蜿ｷ縲∽ｻ･蜿?ln() (蟇ｹ謨ｰ)縲‘xp() 遲牙現蟄ｦ蟶ｸ逕ｨ蜃ｽ謨ｰ縲?
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* **蝨ｺ譎ｯ<E8AD8E>?* 隶｡邂<EFBDA1> BMI \= weight / (height/100)^2縲?
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* **P0: 隶｡邂玲慮髣ｴ蟾?(Time Delta):**
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* **蜉溯<E89C89><E6BAAF>?* 騾画叫 襍ｷ蟋区律譛溷<E8AD9B>?蜥?扈捺據譌･譛溷<E8AD9B><E6BAB7>瑚<EFBFBD>蜉ｨ逕滓<E98095>蟾ｮ蛟ｼ縲?
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* **蜊穂ｽ搾ｼ?* 謾ｯ謖∵<E8AC96>?螟ｩ縲∵怦縲∝ｹｴ 霎灘<E99C8E>縲?
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* **蝨ｺ譎ｯ<E8AD8E>?* 隶｡邂<EFBDA1> 蟷ｴ鮴<EFBDB4>∽ｽ城劼螟ｩ謨ｰ縲￣FS/OS縲?
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* **P0: 髟ｿ螳ｽ霓ｬ謐｢ (Reshape/Pivot) 窶披?\[V2.1 譁ｰ蠅杤]:**
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* **蜉溯<E89C89><E6BAAF>?* 蟆<>應ｸ莠ｺ螟夊｡鯉ｼ磯柄陦ｨ<E999A6>俄晁ｽｬ謐｢荳ｺ窶應ｸ莠ｺ荳陦鯉ｼ亥ｮｽ陦ｨ<E999A6>俄昴?
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* **驟咲ｽｮ鬘ｹ<E9AC98><EFBDB9>**
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1. **蜚ｯ荳ID (Index):** 螯?逞<>ｺｺID縲?
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2. **蛹ｺ蛻<EFBDBA><E89BBB>?(Columns):** 螯?蟆ｱ隸頑慮髣ｴ 謌?谺｡蠎<EFBDA1> (逕ｨ莠守函謌仙錘郛)縲?
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3. **蛟ｼ蛻<EFBDBC> (Values):** 螯?逋ｽ扈<EFBDBD><E68988>? B雜?(髴隕<C280>銅蟷ｳ逧<EFBDB3>焚謐ｮ)縲?
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* **蝨ｺ譎ｯ<E8AD8E>?* 螟<>炊驥榊､肴ｵ矩㍼謨ｰ謐ｮ<E8AC90>御ｸｺ SPSS 驥榊､肴ｵ矩㍼譁ｹ蟾ｮ蛻<EFBDAE>梵蛛壼㊥螟<E38AA5>?
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#### **1.2 謨ｰ謐ｮ豐ｻ逅<EFBDBB> (Data Governance)**
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* **P0: 諡<><E8ABA1>謨ｰ謐ｮ髮?(Split Dataset):**
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* **蜉溯<E89C89><E6BAAF>?* 謖画汾荳蛻礼噪蜚ｯ荳蛟ｼ<E89B9F>亥ｦや應ｸｭ蠢オD窶晢ｼ会ｼ悟ｰ<E6829F>､ｧ陦ｨ諡<EFBDA8><E8ABA1>荳ｺ螟壻ｸ?Excel 譁<>ｻｶ謌?Sheet縲?
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* **P0: 霍ｨ蛻苓ｧ<E88B93><EFBDA7>譽譟?(Cross-column Logic):**
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* **蜉溯<E89C89><E6BAAF>?* 螳壻ｹ蛾ｻ霎題ｧ<E9A18C><EFBDA7><EFBFBD>亥ｦ<E4BAA5> IF 諤ｧ蛻ｫ='逕? AND 諤蟄?'譏?<3F>会ｼ悟惠鄂第<E98482>ｼ荳ｭ鬮倅ｺｮ髞呵ｯｯ陦後?
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#### **1.3 譬ｷ譛ｬ遲幃?(Cohort Selection)**
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* **P0: 譫<>ｻｺ蜈･謗呈<E8AC97><E59188>㊥ (Cohort Builder):**
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* **蜉溯<E89C89><E6BAAF>?* 鬮倡ｺｧ遲幃牙勣縲よ髪謖∝､壽擅莉ｶ扈<EFBDB6>粋<EFBFBD><E7B28B>ND/OR<4F>峨?
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* **霎灘<E99C8E><E78198>?* 遲幃臥ｻ捺棡蜿ｯ窶懷嘗蟄倅ｸｺ譁ｰ謨ｰ謐ｮ髮<EFBDAE>晄<C280>窶懈<E7AAB6><E68788>ｮｰ荳ｺ謗帝勁窶昴?
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### **2\. 蜿ｳ萓ｧ譎ｺ閭ｽ萓ｧ霎ｹ譬?(Smart Insight Panel) 窶披?莠､莠堤<E88EA0>鬲<EFBFBD>**
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*蠖鍋畑謌ｷ轤ｹ蜃ｻ陦ｨ譬ｼ逧<EFBDBC>汾荳蛻玲慮<E78EB2>御ｾｧ霎ｹ譬剰<E8ADAC>蜉ｨ貊大<E8B28A><E5A4A7>梧<EFBFBD>ｹ謐ｮ蛻礼ｱｻ蝙区署萓帷音螳夂噪貂<E599AA>ｴ怜ｷ･蜈ｷ縲?
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#### **2.1 騾我ｸｭ窶懈焚蛟ｼ蝙銀晏<C280><E6998F>亥ｦょｹｴ鮴<EFBDB4>∫區扈<E58D80><E68988><EFBFBD>?*
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* **P0: 扈溯ｮ｡讎りｧ茨ｼ?* 譏ｾ遉ｺ蛻<EFBDBA>ｸ<EFBFBD>峩譁ｹ蝗?(Histogram)縲∵怙螟ｧ蛟ｼ縲∵怙蟆丞ｼ縲?
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* **P0: 蠑ょｸｸ蛟ｼ譽豬具ｼ<E585B7>**
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* 閾ｪ蜉ｨ譬<EFBDA8>ｮｰ蛛冗ｦｻ蛻<EFBDBB>ｸ<EFBFBD>ｼ亥ｦ<E4BAA5> \> 3ﾏ<33>ｼ臥噪蛟ｼ縲?
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* 謠蝉ｾ帶潔髓ｮ<E9AB93>壼､<E5A3BC>炊蠑ょｸｸ<EFBDB8>域髪謖∵穐譁ｭ謌也ｽｮ遨ｺ<E981A8>峨?
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* **P0: 逕滓<E98095>蛻<EFBFBD>ｱｻ蜿倬㍼ (Binning):**
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* **蜉溯<E89C89><E6BAAF>?* 蟆<>ｿ樒ｻｭ謨ｰ蛟ｼ霓ｬ荳ｺ蛻<EFBDBA>ｱｻ縲?
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* **莠､莠抵ｼ?* 隶ｾ鄂ｮ蛻<EFBDAE>せ<EFBFBD>亥ｦ<E4BAA5> 60<36>会ｼ檎函謌先眠蛻暦ｼ<E69AA6><60, \>=60<36>峨?
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* **P0: 郛ｺ螟ｱ蛟ｼ蝪ｫ陦･<E999A6><EFBDA5>** 謠蝉ｾ<E89D89> 蝮<>ｼ縲∽ｸｭ菴肴焚 蝪ｫ陦･騾蛾｡ｹ縲?
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#### **2.2 騾我ｸｭ窶懈枚譛?蛻<>ｱｻ窶晏<E7AAB6><E6998F>亥ｦよｧ蛻ｫ縲∬ｯ頑妙<E9A091><E5A699>**
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* **P0: 扈溯ｮ｡讎りｧ茨ｼ?* 譏ｾ遉ｺ鬚第ｬ｡蝗?(Bar Chart)縲?
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* **P0: 謨ｰ蛟ｼ譏<EFBDBC>蟆?(Recode):**
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* **蜉溯<E89C89><E6BAAF>?* 蟆<>枚譛ｬ霓ｬ荳ｺ扈溯ｮ｡謨ｰ蛟ｼ縲?
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* **莠､莠抵ｼ?* 蛻怜<E89BBB>謇譛牙髪荳蛟ｼ<E89B9F><EFBDBC>ale, Female<6C>会ｼ檎畑謌ｷ霎灘<E99C8E>逶ｮ譬<EFBDAE>ｼ<C280><EFBDBC>1, 0<>峨?
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* **P0: 隶ｾ荳ｺ謨乗─蟄玲ｮｵ (Masking):** 荳髞ｮ閼ｱ謨擾ｼ域崛謐｢荳?\*\*\*\*\*\*<2A>峨?
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* **P1: 譎ｺ閭ｽ郤ｯ蛹<EFBDAF> (Smart Clean):** 闍･譽豬句芦 \>10縲―<0.01 遲牙性隨ｦ蜿ｷ謨ｰ蛟ｼ<E89B9F>梧署萓帑ｸ髞ｮ謠仙叙謨ｰ蟄怜粥閭ｽ縲?
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### **3\. 雜<>ｺｧ鄂第<E98482>ｼ (The Grid)**
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* **P0: 隗<>ｧ牙渚鬥茨ｼ?*
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* **遨ｺ蛟ｼ<E89B9F><EFBDBC>** 閭梧勹譏ｾ遉ｺ豺｡郤｢濶ｲ縲?
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* **閼乗焚謐ｮ<E8AC90><EFBDAE>** 邀ｻ蝙倶ｸ榊源驟咲噪蛟ｼ譏ｾ遉ｺ邏ｫ濶ｲ譁<EFBDB2>ｭ励?
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* **蛻怜､ｴ蝗ｾ譬<EFBDBE>ｼ?* 譏守｡ｮ譬<EFBDAE>ｯ<EFBFBD>序驥冗ｱｻ蝙具ｼ<E585B7># 謨ｰ蛟? A 譁<>悽, <20>套 譌･譛滂ｼ峨?
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* **P0: 蝓ｺ遑謫堺ｽ懶ｼ?* 蛻怜ｮｽ諡匁郷縲∝<E7B8B2>謗貞ｺ上∝曙蜃ｻ蜊募<E89C8A>譬ｼ郛冶ｾ代?
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### **4\. 諤ｧ閭ｽ荳主ｯｼ蜃?(System)**
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* **P0: 諤ｧ閭ｽ蜃<EFBDBD><E89C83> (Guardrails):**
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* 陦梧焚 \< 5荳<35>ｼ壼<EFBDBC>驥丞刈霓ｽ縲?
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* 陦梧焚 \> 5荳<35>ｼ壽署遉ｺ髯埼㊦譬ｷ鬚<EFBDB7>ｧ茨ｼ梧<EFBDBC>蠑募ｯｼ菴ｿ逕ｨ蜷守ｫｯ謇ｹ螟<EFBDB9>炊縲?
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* **P1: 閾ｪ蜉ｨ蠢ｫ辣ｧ (Auto-Save):** 豈?10 谺｡謫堺ｽ懆<EFBDBD>蜉ｨ菫晏ｭ伜芦 IndexedDB<44>碁亟豁｢豬剰ｧ亥勣蟠ｩ貅<EFBDA9>ｸ｢螟ｱ縲?
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* **P0: 蟇ｼ蜃ｺ螳壻ｹ会ｼ?*
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* 蟇ｼ蜃ｺ Excel/CSV縲?
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* **蜉<>蛻<EFBFBD>｡ｹ<EFBDA1><EFBDB9>** 蟇ｼ蜃ｺ譌ｶ髯<EFBDB6>ｸｦ蜿倬㍼邀ｻ蝙句ｮ壻ｹ会ｼ<E4BC9A>etadata<74>峨?
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## **荳峨?逡碁擇蜴溷梛蜿り?(UI Reference)**
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隸ｷ蜿り?蟾･蜈ｷC\_遘醍<E98198>疲焚謐ｮ郛冶ｾ大勣\_蜴溷梛隶ｾ隶｡\_V2\_貍皮､ｺ.html縲?
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* **蟶<>ｱ<EFBDB1>?* 鬘ｶ驛ｨ蜊戊｡悟ｷ･蜈ｷ譬?\+ 荳ｭ髣ｴ蜈ｨ螻冗ｽ第<EFBDBD>ｼ \+ 蜿ｳ萓ｧ蜿ｯ謚伜匠萓ｧ霎ｹ譬上?
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* **莠､莠抵ｼ?* 轤ｹ蜃ｻ窶憺柄螳ｽ霓ｬ謐｢窶晄潔髓ｮ蠑ｹ蜃ｺ驟咲ｽｮ讓｡諤∵｡<E288B5>?
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## **蝗帙?鬟朱勦隗<E58BA6>∩ (Risk Mitigation)**
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1. **隶｡邂礼ｲｾ蠎ｦ荳｢螟ｱ<E89E9F>?*
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* *隗｣豕包ｼ? 蠢<>｡ｻ髮<EFBDBB><E9ABAE> math.js 蠎楢ｿ幄｡梧園譛画焚蟄ｦ霑千ｮ励?
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2. **Pivot 蟇ｼ閾ｴ蜀<EFBDB4>ｭ俶ｺ｢蜃ｺ<E89C83>?*
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* *髣ｮ鬚假ｼ? 髟ｿ螳ｽ霓ｬ謐｢蜿ｯ閭ｽ莨壼ｯｼ閾ｴ蛻玲焚辷<E7849A>ず<EFBFBD><E3819A>olumn Explosion<6F>峨?
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* *隗｣豕包ｼ? 蝨ｨ謇ｧ陦?Pivot 蜑搾ｼ碁｢<E7A281>ｮ｡邂礼ｻ捺棡蛻玲焚縲ょｦよ棡蛻玲<E89BBB>?\> 1000<30>碁仆豁｢謫堺ｽ懷ｹｶ謠千､ｺ逕ｨ謌ｷ蜃丞ｰ鯛懷玄蛻<E78E84><E89BBB>窶晉噪蜚ｯ荳蛟ｼ謨ｰ驥上 |