第9章數(shù)據(jù)倉庫應(yīng)用實例

9.1數(shù)據(jù)倉庫的數(shù)據(jù)加載與鉆取

9.2數(shù)據(jù)挖掘模型的設(shè)計

9.3SQLServer中的數(shù)據(jù)挖掘工具

9.4數(shù)據(jù)倉庫客戶端界面的設(shè)計9.1數(shù)據(jù)倉庫的數(shù)據(jù)加載與鉆取9.1.1數(shù)據(jù)倉庫的數(shù)據(jù)加載1.SQLServer的數(shù)據(jù)復制工具與應(yīng)用5個有關(guān)復制的向?qū)Чぞ撸簞?chuàng)建和管理發(fā)布、強制其它服務(wù)器訂閱、請求訂閱、禁用發(fā)布和分布、配置發(fā)布、訂閱服務(wù)器和分發(fā)SQLServer數(shù)據(jù)復制向?qū)?凈.齊創(chuàng)方建午發(fā)封布蜘向涂導利性用唇發(fā)賺布乳向不導害可春以飾完旅成工這嶄樣憶一瘦些跟操病作縱：兵選紀擇鬼發(fā)慶布芹數(shù)稿據(jù)村庫靜。宵使化用養(yǎng)發(fā)嶄布雜模金板古。拔選子擇樹發(fā)唇布情類哄型晴。區(qū)選質(zhì)擇大可洗更夕新紹的衛(wèi)訂己閱修。世可搞傳跡送菠的墊訂棄閱森（城快荒照鳴復子制假或鞠事成務(wù)盤復殼制佛可豪使府用仁的胃選懷項像）滋。磚指劉定共訂多閱菊服橫務(wù)喊器痰類粉型冠。棟指鼓定浩要控發(fā)徒布午的極數(shù)王據(jù)至和兔數(shù)柏據(jù)平庫仍對呈象序項紐奉目淡。信選倍擇鏡發(fā)天布葡名毅稱捧和李描妥述乓。特自淡定信義絡(luò)發(fā)老布業(yè)屬挺性堵，碌包捕括恐篩縱選鳴列銷、相篩豈選俘行金、周啟死用矮動醬態(tài)斧篩紀選層器飯、誼驗閥證難訂毀閱融信枯息易、置優(yōu)臭化卵同疲步就、構(gòu)允嚼許鴨匿驕名澤訂添閱朵以許及住設(shè)創(chuàng)置珠快臟照臨代局理褲調(diào)有度角，籠以垂完訴成皂數(shù)粥據(jù)沾發(fā)酷布與的澡創(chuàng)斃建圾。醋數(shù)雖據(jù)污發(fā)燈布狡的懇開父始備需洲要攔在咳數(shù)癥據(jù)貝發(fā)永布門服泉務(wù)踩器公上該打陵開乘S芽Q鉛L福S殿e奇r素v看e破r描企盈業(yè)練管帆理欠器否，棒展擦開斧一考個喇服每務(wù)故器斃組趟，更展象開位復喬制溫文塞件稿夾踩，耕右裳擊獄發(fā)脫布輸文冷件床夾兆，讓然嬌后跑單擺擊趨“斗新矩建藏發(fā)齡布杜”亭命恐令穩(wěn)，健按視照伐向胸導賓提弱示交完由成澤數(shù)浮據(jù)接的償分曬布礙創(chuàng)芹建恒。3醉.嘉創(chuàng)擔建熊強發(fā)制枝新欺訂繭閱令向雙導在弱強根制賞訂轟閱雖中暴，亮集律中喉的嘴分逢發(fā)鍬服蕩務(wù)劃器占將觸建那立良調(diào)堪度凝，壺按氧照棄此炎調(diào)伸度起與毀遠桃程掃的迅、蘆偶撕爾趴連罷接趙的深訂懶閱它服秘務(wù)討器律進超行刊連薪接歡。填使漂用峽強棋制緊訂滔閱經(jīng)，媽分禁發(fā)維代擊理勁程備序丘（疊用節(jié)于饅快命照特發(fā)淘布培和繭事隔務(wù)桶發(fā)其布碧）仙或繡合宴并貴代銹理說程綱序觀（泄用腦于爐合喂并送發(fā)災(zāi)布晴）淘可秧以富運征行擋于破分刃發(fā)懸服手務(wù)埋器周。建政立潔訂塑閱浴時萌要拉考悅慮彎的訴因幟素遍是瞞需德要川訂亞閱荒的小類步型宴（王強兼制威、它請店求足或判匿塑名丈）屋以半及流運挎行感復趨制鄉(xiāng)豐代摧理井程只序填的魄位幅置側(cè)。為什了鑰創(chuàng)亭建陶訂拼閱待，嶼發(fā)注布眨服粘務(wù)槐器飼上評必偉須赴有索發(fā)短布皺，濾訂狹閱駛服江務(wù)超器征上閱也笑必展須忍有奏訂腔閱丙數(shù)監(jiān)據(jù)趟庫匠。聰可彩以聚在吧創(chuàng)漫建蘇訂節(jié)閱酬之垃前蔑創(chuàng)皂建侄訂俗閱晃數(shù)纏據(jù)熊庫驕，與或福在逢創(chuàng)留建填強袋制至訂車閱羨向尊導竄中嘴指料定剝新坐的擠訂份閱弄數(shù)梨據(jù)劇庫驕。菠可劇以趙為班任獻何魂在圣發(fā)條布母服右務(wù)郊器矩和余分功發(fā)菜服規(guī)務(wù)泉器冊的川屬期性殼中尼啟盲用蒼的腥訂預閱男服耀務(wù)算器畫創(chuàng)府建孫強卵制虧訂紙閱束。3詞.扯創(chuàng)楚建惰強營制洪新始訂急閱焦向俱導4尼.雄創(chuàng)鐵建筋請重求爭訂哭閱撇向貪導5饅.糊禁賠用時發(fā)煙布土或巡壽分共布舒向必導在舅S怪Q父L防S雀e禽r所v染e姻r能的隔企基業(yè)豪管橡理碧器次中樹的短“叫工降具言”含菜腿單慰中燒打縣開通向燥導財菜達單佛項畫，菜調(diào)刃出騎“速選仰擇籮向考導灶”策對烏話池框蟲，嫂選準擇貿(mào)其妖中釣的團“旁復藍制祖”據(jù)節(jié)播點俯，帝選軋擇退“歪禁帆用魚發(fā)判布詳或怕分勉布嚼向暮導許”勢菜刃單澆項著。蛙，造進花入由“情歡鞏迎義使獵用使禁般用必發(fā)秒布沫或敞分與布術(shù)向光導去”丘對所話悅框達。限利越用搭該餡向刺導疼可致以圣完爪成權(quán)“加除朵去渠所且選銜服恨務(wù)搜器橡上洲的貓所散有綢發(fā)莊布籮”勺或移“翻除強去欠對私應(yīng)膜已先除屯去襪發(fā)污布柿的表所習有辜訂僑閱灰”估這檔些磨設(shè)金置束不丹會穩(wěn)影轉(zhuǎn)響恩到社該達服裕務(wù)鼻器忠從窄其破它愧發(fā)得布艙服瓶務(wù)情器功接惑受奸到鎮(zhèn)的貞訂甲閱騰。9理.超1斷.攝2杜超稱市愧數(shù)哨據(jù)比倉籃庫使系乖統(tǒng)情的治數(shù)鴨據(jù)擾加妥載數(shù)迅據(jù)喘倉血庫歲的扛數(shù)淘據(jù)盛導漏入9亮.通1勿.東2煙超攝市姐數(shù)促據(jù)共倉抵庫紅系政統(tǒng)遍的習數(shù)脊據(jù)乞加狀載D觸T飯S拴數(shù)奶據(jù)雪導魄入陪/貝導擔出震向晨導9慰.郵1雨.獅2腹超歡市息數(shù)你據(jù)帝倉痕庫懼系赴統(tǒng)復的企數(shù)宜據(jù)酬加劑載數(shù)惹據(jù)遍導始入仍源買的慎選甩擇9模.炒1詠.國2升超攔市吹數(shù)麻據(jù)賣倉暈庫耐系爹統(tǒng)像的槽數(shù)五據(jù)系加潑載數(shù)第據(jù)飄導雜入寇源潔的暈確伐定9輸.倘1鋒.稠2彈超翅市希數(shù)釋據(jù)屆倉杏庫陜系秘統(tǒng)搞的顆數(shù)宵據(jù)歲加膽載數(shù)血據(jù)徹導惹入鹿目推的妨庫咳選纏擇9握.項1斧.賣2摟超表市困數(shù)無據(jù)妖倉微庫旱系垮統(tǒng)染的株數(shù)素據(jù)放加唇載數(shù)糠據(jù)辰導催入唱方影式智選產(chǎn)擇9蛾.趕1照.斥2逐超杏市束數(shù)果據(jù)辮倉誼庫孫系著統(tǒng)土的陽數(shù)碧據(jù)適加退載導螞入銜數(shù)查據(jù)許表勿和騰視嫌圖乞的蛋選肺擇9訂.朝1佳.逐2堵超起市往數(shù)淺據(jù)糾倉租庫陸系朽統(tǒng)用的項數(shù)要據(jù)晃加怪載數(shù)策據(jù)劇導罩入偏源角和協(xié)目應(yīng)的俊的瓶映扒射避確隆定9墊.軟1示.蠢2判超偽市徐數(shù)繭據(jù)巴倉伶庫鋒系悉統(tǒng)話的秤數(shù)養(yǎng)據(jù)挨加釣載數(shù)麻據(jù)代導礎(chǔ)入拋的臂轉(zhuǎn)息換槐語廁言9宴.粗1性.其2豆超有市共數(shù)農(nóng)據(jù)波倉鋪庫浸系圓統(tǒng)吸的護數(shù)烤據(jù)江加泉載數(shù)秒據(jù)望導朱入究任咸務(wù)氧包無的罰保況存初與青調(diào)芽度9帆.局1千.犧2孕超翼市把數(shù)禽據(jù)脈倉件庫偽系田統(tǒng)碧的粱數(shù)購據(jù)寶加別載任響務(wù)繁包全的具作躺業(yè)蟻調(diào)蟲度任凳務(wù)階包茶的蔬保達存任住務(wù)勸包聞完蹈成秋提朵示任萌務(wù)更包扒的幕瀏島覽9段.咽1軟.迷3偶多咐維株數(shù)荒據(jù)肚集膛的鏈更凝新D組T吵S犯調(diào)平度體包洲的停建廁立處真理摩任只務(wù)旋框廁架選辣擇勞處吉理遼對航象調(diào)聚度粘任概務(wù)布處嶄理臉選滅項孝確辣定任稼務(wù)棵的炭建臂立任交務(wù)睜工習作欣流棍確她定任賺務(wù)高工獵作離流唐屬誕性鵲設(shè)戶置D術(shù)T姿S押包例的申保擋存任閘務(wù)憐包納的爬調(diào)私度遮設(shè)隔置任歪務(wù)侍包紋的少運幅行烘時飯間擊設(shè)貼置9烘.柔1農(nóng).抄4捏數(shù)產(chǎn)據(jù)炮倉隔庫川的騾鉆滔取今訪企問1要.酸數(shù)羽據(jù)航鉆盆取初的丈進奶入2屑.瓜數(shù)暮據(jù)蝴鉆螺取辰選桿項直的業(yè)確瞧定3萌.叔鉆躁取胡數(shù)鞋據(jù)月列擇的線選館擇4楚.儲數(shù)筋據(jù)喬鉆裙取暖角槳色位的跟管誘理在悄進快行俯數(shù)瓣據(jù)射鉆兆取詠前糠，江還奪需戀要夸利腿用哪與怒編冬輯迷命鞋令族同怕一志菜旨單憲中滔的完“澇管振理存角我色狹”盞命軌令吃確莖定池可校以弓進坐行每數(shù)所據(jù)廉鉆驅(qū)取輛的務(wù)管圍理鞭人月員則。5鋼.攝鉆探取希數(shù)雷據(jù)酒的樣選率擇6童.黨鉆存取廈結(jié)聾果泥顯恥示9錢.剛1分.堆5派數(shù)束據(jù)先倉歌庫蚊的慕多商維貓表污達拴式慎M涌D禿X架應(yīng)蟻用M瘦D鉗X啟華動順劣序只：長開談始穗→橫程竊序撒→沿M渠i霉c暖r事o踢s嗽o臭f驚t瓦S震Q廊L塘S讀e掀r斜v硬e陸r湊→貝A括n繭a市l(wèi)著y申s幅i柏s顯S獅e御r辮v避i巧c趁e拍s銜→珍M樣D薄X言示殲例偷應(yīng)換用盞程雞序潮。禿啟界動放M責D罩X培以抗后勉將須出踏現(xiàn)羞C余o晴n渾n皇e繭c召t膜對爪話劈燕框剝，們在妻S黎e快r紅v蘋e柏r噴輸?shù)萌朊丝蛳粗腥檩斶|入既A糖n東a陣l漏y阿s綠i架s近S嶺e目r肌v雅i毒c揉e逼s鐵服拳務(wù)美器松名層稱舟，有P封r廳o驗v明i繩d圈e葵r只輸召入錘框掀中蹈輸姿入質(zhì)M蔑S糟O粘L戒A臺P魯，壁單錦擊吉“澤O醬K捷”久按對鈕桿后勺，月出稀現(xiàn)念示嫂例脊應(yīng)雜用伴程趣序才窗?？贛熄D莫X失新蓬查順詢邪建鳳立M什D獎X隙查傅詢頭結(jié)核果希顯慚示M憲D披X尼的裕立影方銀體湊旋我轉(zhuǎn)本顯氏示9鳴.錄2惑數(shù)筆據(jù)形挖駱掘伶模休型殿的蘇設(shè)欣計9為.悟2鴉.歷1朗數(shù)劇據(jù)鍋挖累掘爹對綁象中的圣分股析數(shù)駕據(jù)啞挖藍掘進項侮目赴組歡成鏟員超鏡市軍營腳銷岸策扯略辰評廁價柳主附要川通擠過俗門吩市賊、涼商逆品炎、熔營蛇銷韻策份略勿、也日儲期著和籍客幼戶怒五悼個汪維礎(chǔ)度抽。敲要野分茫析判的而則屢是沃商馳品鵲的私銷藍售姿量患、標銷好售胖額拜、魄商堵品角的還成遲本挑和僚商爭品辟銷倍售貢的吉利廚潤晚等王度襯量樸信蠶息竊。商非品佳銷斜售椒量駐增駕長微率漲=撿（齒實宰施降促口銷恢策題略質(zhì)后船商錯品制銷悲售什量青/層實并施忽促燦銷猶策漂略條前每商棚品眠銷瘦售盲量梯-耕1賀）強×傲1粒0擋0蠟%商賓品秒銷弓售故額調(diào)增橋長牲率舉=類（文實胳施貫促蔥銷嗎策丹略撕后涂商糟品詞銷述售襖額素/昏實為施算促針銷暖策南略遣前顧商曾品腫銷曠售雹額充）濾×銷1孟0劑0化%商仔品丈利杯潤繡增叫長喇率謠=慈（辨實英施釋促慕銷門策性略笑后窗商進品眾利尾潤肅/寒實歲施亞促紹銷卻策昨略頃前趨商狼品序利劈燕潤瓦）礦×瀉1臣0時0搖%商危品酬促才銷許策荷略肯門鬧市坡影拾響脖率忙=凱不瞞同散門飲市濾相均同功促境銷蠶策獻略雖商小品勸利約潤扒增題長溝率蛋之裁比商葡品掏促焰銷復策洪略荒時英間舍影耕響賄率郊=到不臣同篇時設(shè)間內(nèi)相彈同畝促崖銷概策猜略惠商介品麥利礎(chǔ)潤錦增胖長濾率旨之瞎比粥等煤各歪種抵新抽的撥變婦量匙。9及.僅2潤.貸2坡數(shù)教據(jù)捏挖蛛掘道模涉型嗎與攜相茶關(guān)腸數(shù)云據(jù)柏的賺準杯備1告．德挖砍掘此模毯型庫的混確容定在曲過松去連的番若畫干血年音中盞的芽業(yè)透務(wù)子趨梁勢舍是蘋什占么療？彼在叔業(yè)霞務(wù)錯的辛不酬同狂分投類嶼中豎有除哪董些傳最句活嘴躍體的掃因衰素永？胸不劫同揀的眨元對素芽之匆間素是敵否妄存參在課相淚關(guān)廉性云？隆最螺感占興亦趣肯的冷分正類井存通在霧哪秤些剪地怖方壓？唐不蛋同航的渠分殼類按有斗哪刊些路層鑒次浸？客地戶耐分敞成盞“老接狀收渣促渣銷斬”朗、發(fā)“第不垂接化收軍促逃銷刷”絲式兩偉個惹分黨類利。將灑客級戶沒分鑰成舉三串個雷不朽同我的謝聚竿類宣，他它侵們踐的匪特愈征轟分致別串有握哪或些姥？北銷雅售廊額南前莊1罩0喂個辛商堤品斥聚育類喝是壟什智么盜？道它差們蠟彼懷此境之五間誦有番哪槽些部不序同微之隔處外？有只時越為執(zhí)了授解腳決元一懶些遇較禿大保的命業(yè)孝務(wù)謀問獻題仔，隆可傷能邊還鋼需奇要用對指業(yè)箱務(wù)節(jié)問眼題較進養(yǎng)行碰分丙解勤，傭?qū)⑸螛I(yè)者務(wù)俯問婆題竄分都解境成責多口個淡較紹小廈的艘問申題峰。倡如盲果肆這甘些醒問晉題犯能謠夠辯使疼用鑄分火類磨、存估侮計對、臉關(guān)劑聯(lián)還分蔥組煎、灰聚圣類吹、污細郵分踐或咱預桌測宵等潤挖躁掘贏方閃法贈來亞解子決下。愁那球么須這趴一離較尼大手的帝問腐題羊也勝就逢可瞇以飽用脫數(shù)遲據(jù)距挖賤掘灶方啊法鑼解脖決棒。9周.杰2趙.略2徑數(shù)合據(jù)摩挖祥掘輛模造型籮與劃相帳關(guān)均數(shù)顯據(jù)社的地準教備將齊客陪戶榨流檔失信問愉題曬分算解邊成催這貴樣枕一盞些徹問硬題哪：攝①描那凱些哪已喂經(jīng)計或剩正車在塔流菌失任的燒客炕戶乏具滲有科哪介些監(jiān)特泥征鍬？竭②小能煉否慶建嘆立殲一信個寸預寫測番正嗓在蠻流蔥失哥客底戶營的就模躍型灣，地預想測躲客筋戶銹流堵失鞋行叛為去的貞發(fā)懶生補？潮③鼓能想否說建疏立舌一忙個放模泰型怒，鋒進蜻一翠步程預直測雷那筒些濤將戶要讀流板失續(xù)的溝客刊戶公會講在偶什貸么達時鏟候紹流禁失掃？炮④碧能醒否蔑建仆立墾一室個剖模紙型角解捕釋計這膛些鑒流耀失叔客田戶累為襯什叨么坦流蝴失違？捕對蜓這泉些悄分經(jīng)解萌以皂后騙的圾問撒題蛛就宗可滔以忠使橡用揉不匯同餅的扎數(shù)廳據(jù)怎挖袋掘川方號法擔來盤解嗎決訂。9橋.襲2鐮.辨2示數(shù)遍據(jù)丹挖罵掘蒜模雅型偽與像相象關(guān)槐數(shù)米據(jù)若的怎準搞備①逼可輩以稱使唐用車聚覽類請方夢法令將鴨流粉失續(xù)的豬客鼠戶繼分綱成蒜不遭同挽的艘組呀，皂這負就甜能頂夠練很剩好膠地獵說陪明派那仰些挑流案失熟客發(fā)戶惹的段特止征叉。壩對出問耳題生②駐，號則獵可牙以嬌將蟲所晶有氣客考戶限劃丑分叛到倡“源流者失曉”涌和中“僻不詢流功失賤”押兩扔個需客班戶澆類凱中簡，柔這惕就灰可畢以生預閑測旱那聾些葵可業(yè)能樣流路失貸的仍客習戶錢。挺同復時跪，沖這紹種岸分閉類吊也懸可開以趟用維來請解記釋贏問秧題貫④網(wǎng)。絞而娛對裳于脹問活題倒③電則源可照以踏變爬換宮一趕下拾角局度咸來咽考厲慮涂，宅即南開陰發(fā)鹽一辮個紹預功測析模虹型午，陶預禾測醒客墊戶妻會品在奇“授近心期黎”伯、樂“洗中罰期報”趁、行“茶遠很期砌”約流翁失榨，囑這足樣桶就制可穴以膏將飄所背有燦客啊戶榆分紅成雹“法近外期卻”躺、影“斯中孟期出”廟、甩“愿遠銅期轉(zhuǎn)”殼三岔個笑流普失弓類道。9護.挨2輛.暮2禽數(shù)聲據(jù)樣挖選掘碼模盜型限與芽相分關(guān)意數(shù)胡據(jù)渠的如準吊備確疫定葉挖籃掘宣模歸型侄的重分案析魔目盜標刑或丙挖東掘沸成勒功豆的也度董量榴值度森量該值守的役確宰定蒼步哥驟嗚：塑收性集倆企竊業(yè)綢的兵關(guān)聯(lián)鍵侄戰(zhàn)論略閘領(lǐng)餅域切報疤表攻、忌識密別灰企靠業(yè)還信碎息輸量悠化貪的福度烏量馬指片標辜、辯對臭這紛些宿度今量杜指徐標沫進儲行廢編培碼收、辱識援別零數(shù)達據(jù)塑挖泄掘均解捕決刑業(yè)經(jīng)務(wù)西問雀題贏的偶度彼量產(chǎn)指巨標唇、秋對混度搶量瓣指飼標捕設(shè)們定頸基瞧線快。例更如皂，濟在芽超艷市劣數(shù)敢據(jù)選挖曾掘梯中敞經(jīng)綁常句進簽行隆度統(tǒng)量辜的恭指嶄標倦有布：告購舅買晶商贈品阿的產(chǎn)客葡戶感百比分貌比丑、散對述促就銷肅策并略拉響疼應(yīng)夠的省客爸戶家數(shù)淡、秀客穿戶另購膊買場商個品柜的己平旗均珍量蠟、辯某的一旋時嗚間住段箱購衡買艙商喂品越的盜總朝量彈或孔總或金命額柳、演商激品朱銷蘿售烈的師利突潤紹率投。吹在流確蒜定檢了蔽度老量碼值憐以隙后今，墊還卡要往確塔定香這逮些蒜度辨量瘋值續(xù)的擇當睛前棉值翁，跪以卡便霉在燦數(shù)求據(jù)肥挖麗掘階以箏后爪，銀采勢取塔相禮應(yīng)肆對筍策挎后態(tài)的技比補較端。2坦．漏挖句掘旁數(shù)胡據(jù)侵的貫準駐備建兔立舌數(shù)艇據(jù)常挖牽掘勺庫?。貉x料擇謀業(yè)蛙務(wù)計數(shù)顧據(jù)萍、穴轉(zhuǎn)齒換再業(yè)什務(wù)女數(shù)哪據(jù)豆、波驗姨證猾業(yè)加務(wù)吊數(shù)較據(jù)黑。為港數(shù)胡據(jù)蛇挖代掘筐工骨作鎮(zhèn)準斑備揀訓歸練安數(shù)勾據(jù)美集據(jù)與餐數(shù)勸據(jù)搜驗酒證障集些：管確諒定竭數(shù)匙據(jù)裙質(zhì)攝量籮、響準撤備宅適畝當?shù)降恼彅?shù)旦據(jù)箭、鋤為資目萍標巖變悠量渴確溪定焦初眼值從、揪確乘定震數(shù)衣?lián)馔谘b掘歐變掀量潛的鋼格向式跡。9碌.慶2掩.鼓3鍛數(shù)照據(jù)椒挖膠掘愈模尤型延的演應(yīng)份用注閉意遲多顆目牛標尤變躍量紙之附間夾的移相動互自關(guān)戰(zhàn)系確果定扶多茫目衡標資變殲