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3\u12289?\u23558?CART\u31639?\u27861?\u29992?\u20110?\u22238?\u24402?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26500?\u24314?\u26641? \u-28720?\u-30644?\u20195?\u30721?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u26641?\u21098?\u26525?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26492?\u21098?\u26525? \u21518?\u21098?\u26525?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u27169?\u22411?\u26641?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u26641?\u22238?\u24402?\u19982?\u26631?\u20934?\u22238?\u24402?\u30340?\u27604?\u-28797?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u20027?\u-26472?\u22823?\u25968?\u25454?\u19982?mapreduce\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?mapreduce\u-230?\u20998?\u24067?\u24335?\u-29791?\u31639?\u26694?\u26550?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?hadoop\u27969?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?mapreduce\u19978?\u30340?\u26426?\u22120?\u23398?\u20064?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u22312?python\u20013?\u20351?\u29992?mrjob\u26469?\u-32278?\u21160?\u21270?MapReduce\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u30495?\u30340?\u-26880?\u-30335?MapReduce\u21527?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u23385?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u-29774?\u24072?\u-29372?\u-29400?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 Oracle \u25968?\u25454?\u24211? 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\u23385?\u22686?\u-28791?\u-32767?\u24072?\u20174?2008\u24744?\u-28709?\u20837?\u25968?\u25454?\u24211?\u-30644?\u19994?\u20043?\u21518?\u-244?\u22522?\u26412?\u19978?\u19968?\u30452?\u20174?\u20107?\u25968?\u25454?\u30456?\u20851?\u24037?\u20316?\u12290?\u27809?\u26377?\u-32463?\u31163?\u-28711?\u20010?\u-30644?\u19994?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26503?\u30446?\u32463?\u-25972? \u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u-26503?\u30446?\u21517?\u31216?\u-230?\u21326?\u22799?\u-27402?\u-30644?oracle\u25968?\u25454?\u24211?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 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\u22823?\u25968?\u25454?\u25216?\u26415?\u22521?\u-29779?\u-248?\u21271?\u20140?\u-30337?\u22478?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26503?\u30446?\u25551?\u-28688?\u-230?\u20026?\u30740?\u21457?\u20154?\u21592?\u-28709?\u-30644?\u22823?\u25968?\u25454?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26576?\u-27402?\u-30644?\u25968?\u25454?\u24211?\u-28735?\u31227?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22240?\u19994?\u21153?\u21457?\u23637?\u-244?\u26087?\u26377?\u30340?\u31995?\u32479?\u26080?\u27861?\u25215?\u25285?\u19994?\u21153?\u22686?\u-27265?\u-28640?\u25104?\u30340?\u21387?\u21147?\u-244?\u-26880?\u-30335?\u23558?\u25968?\u25454?\u24211?\u-28735?\u31227?\u21040?\u26032?\u30340?\u24179?\u21488?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 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\u-28207?\u-30835?\u26426?\u26500?\u30340?\u25216?\u26415?\u20154?\u21592?\u19968?\u-32212?\u26377?\u-28797?\u22909?\u30340?\u25216?\u26415?\u22522?\u30784?\u-244?\u-28711?\u23545?\u-29774?\u24072?\u30340?\u-32515?\u21147?\u20063?\u26159?\u19968?\u31181?\u-32765?\u-25972?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u-29774?\u25480?\u30456?\u20851?\u25216?\u26415?\u30693?\u-29754?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26576?\u-27402?\u-30644?\u20648?\u-31548?\u25968?\u25454?\u24211?\u24615?\u-32515?\u-29693?\u20248?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20026?\u26426?\u26500?\u30340?\u25968?\u25454?\u24211?\u26597?\u-29726?\u24615?\u-32515?\u25552?\u20379?\u20248?\u21270?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30001?\u20110?\u26032?\u19994?\u21153?\u19978?\u32447?\u-244?\u31995?\u32479?\u-32767?\u26087?\u-244?\u20197?\u21450?\u31649?\u29702?\u-32515?\u21147?\u29942?\u-26488?\u-28640?\u25104?\u30340?\u24615?\u-32515?\u26080?\u27861?\u28385?\u-29261?\u-26880?\u-30335?\u-244?\u23545?\u25968?\u25454?\u24211?\u-28709?\u-30644?\u-29693?\u20248?\u12290?\u-28646?\u-28729?\u20248?\u21270?\u20195?\u30721?\u12289?\u-28211?\u26032?\u32452?\u32455?\u23384?\u20648?\u12289?\u21512?\u29702?\u24314?\u-29762?\u32034?\u24341?\u31561?\u26041?\u27861?\u23436?\u25104?\u-26503?\u30446?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u-26503?\u30446?\u24037?\u31243?\u24072?\u-244?\u30830?\u-29788?\u24433?\u21709?\u-31997?\u22260?\u-244?\u32452?\u32455?\u23454?\u26045?\u27979?\u-29739?\u-244?\u23454?\u26045?\u-29693?\u20248?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26576?\u-27402?\u-30644?\u25968?\u25454?\u24211?\u24320?\u21457?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23457?\u26680?\u20195?\u30721?\u12289?\u20248?\u21270?\u20195?\u30721?\u22312?\u25968?\u25454?\u24211?\u20013?\u30340?\u25191?\u-30644?\u25928?\u29575?\u12290?\u32500?\u25252?\u27979?\u-29739?\u25968?\u25454?\u24211?\u12289?\u32452?\u32455?\u27979?\u-29739?\u25968?\u25454?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u25968?\u25454?\u24211?\u31649?\u29702?\u21592?\u-244?\u25552?\u20379?\u25216?\u26415?\u25903?\u25345?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ORACLE OCP\u20844?\u24320?\u-29698?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26782?\u21521?\u31038?\u20250?\u22521?\u-29779?\u30340?oracle\u-29788?\u-29759?\u-29698?\u31243?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20027?\u-30335?\u26159?\u23545?oracle\u25968?\u25454?\u24211?\u30340?\u21021?\u32423?\u23398?\u21592?\u-28709?\u-30644?\u22521?\u-29779?\u12290?\u-29698?\u31243?\u20869?\u23481?\u28041?\u21450?oracle\u25968?\u25454?\u24211?\u30340?\u20840?\u26041?\u20301?\u30693?\u-29754?\u-244?\u30693?\u-29754?\u28857?\u20840?\u-26782?\u-244?\u28145?\u24230?\u20013?\u31561?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u23433?\u25490?\u-29698?\u31243?\u-28709?\u24230?\u-244?\u32452?\u32455?\u25945?\u23398?\u23454?\u-25972?\u-244?\u32500?\u25252?\u23398?\u20064?\u27668?\u27675?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ORACLE \u25968?\u25454?\u24211?\u28798?\u22791?\u26041?\u26696? \u21672?\u-29726?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23545?\u20225?\u19994?\u30340?oracle\u25968?\u25454?\u24211?\u28798?\u22791?\u-26503?\u30446?\u-28709?\u-30644?\u21672?\u-29726?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20225?\u19994?\u30340?oracle\u25968?\u25454?\u24211?\u28798?\u22791?\u-244?\u26159?\u25968?\u25454?\u23433?\u20840?\u24037?\u20316?\u30340?\u-28211?\u28857?\u-244?\u20063?\u26159?\u20445?\u-26980?\u25968?\u25454?\u23433?\u20840?\u30340?\u-28211?\u-30335?\u25163?\u27573?\u12290?\u24110?\u21161?\u20225?\u19994?\u23436?\u25104?\u28798?\u22791?\u26041?\u26696?\u24182?\u23454?\u26045?\u-244?\u26159?\u19968?\u-26503?\u21313?\u20998?\u-28211?\u-30335?\u30340?\u24037?\u20316?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u21672?\u-29726?\u-26498?\u-27154?\u-244?\u-28709?\u-30644?\u21806?\u21069?\u25216?\u26415?\u20132?\u27969?\u12289?\u23457?\u26680?\u23454?\u26045?\u26041?\u26696?\u12289?\u23433?\u25490?\u32452?\u32455?\u26041?\u26696?\u27979?\u-29739?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 ORACLE\u31995?\u32479?\u31649?\u29702? \u31995?\u21015?\u22521?\u-29779?/\u21672?\u-29726?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32467?\u21512?\u21508?\u-30644?\u19994?\u20225?\u19994?\u23458?\u25143?\u30340?\u-26503?\u30446?\u21644?\u22521?\u-29779?\u-26880?\u27714?\u-244?\u-29762?\u-29791?\u12289?\u24320?\u21457?\u30456?\u24212?\u30340?\u-29698?\u31243?\u20307?\u31995?\u12289?\u23450?\u21046?\u-29698?\u20214?\u12289?\u29616?\u22330?\u22521?\u-29779?\u12289?\u31995?\u32479?\u-30268?\u21010?\u12289?\u23433?\u-30523?\u12289?\u-28339?\u32622?\u12289?\u24615?\u-32515?\u20248?\u21270?\u12289?\u30097?\u-26946?\u-30237?\u31572?\u31561?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?/\u21672?\u-29726?\u-26498?\u-27154?\u-244?\u25552?\u20379?\u25216?\u26415?\u25903?\u25345?\u-244?\u24110?\u21161?\u30028?\u23450?\u-26503?\u30446?\u-31997?\u22260?\u12289?\u26102?\u-27148?\u-27265?\u24230?\u23433?\u25490?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26576?\u22823?\u23398? \u-29791?\u31639?\u26426?\u23398?\u-27038? oracle\u22521?\u-29779?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22823?\u23398?\u29983?\u30340?oracle\u25968?\u25454?\u24211?\u22521?\u-29779?\u-244?\u19982?\u20854?\u20182?\u25968?\u25454?\u24211?\u22521?\u-29779?\u26377?\u25152?\u19981?\u21516?\u12290?\u25484?\u25569?\u-29698?\u22530?\u32426?\u24459?\u-244?\u23433?\u25490?\u22909?\u-29698?\u31243?\u30340?\u-32126?\u22863?\u21453?\u-32756?\u26159?\u26356?\u-28211?\u-30335?\u30340?\u-28440?\u20998?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u23433?\u25490?\u-29698?\u31243?\u-28709?\u24230?\u-244?\u32452?\u32455?\u25945?\u23398?\u23454?\u-25972?\u-244?\u32500?\u25252?\u23398?\u20064?\u27668?\u27675?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u19996?\u31227?\u21160? SAS\u25968?\u25454?\u20998?\u26512?\u22521?\u-29779?\u-26503?\u30446?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22521?\u-29779?\u-26503?\u30446?\u20869?\u23481?\u28145?\u24230?\u-30335?\u27714?\u24182?\u19981?\u20005?\u26684?\u-244?\u20294?\u26159?\u31227?\u21160?\u20844?\u21496?\u20154?\u21592?\u23545?\u30693?\u-29754?\u30340?\u24191?\u24230?\u-30335?\u27714?\u21152?\u22823?\u12290?\u24456?\u22810?\u26102?\u20505?\u22521?\u-29779?\u32452?\u32455?\u30340?\u-28729?\u31243?\u20013?\u-244?\u-28419?\u-30335?\u27714?\u25353?\u29031?\u23398?\u21592?\u30340?\u-26880?\u27714?\u-244?\u-26993?\u26102?\u-29693?\u25972?\u-29774?\u25480?\u20869?\u23481?\u12290?\u-28711?\u23545?\u-29774?\u24072?\u30340?\u-29774?\u25480?\u32463?\u-25972?\u12289?\u-26503?\u30446?\u32463?\u-25972?\u12289?\u-29698?\u31243?\u29087?\u24713?\u31243?\u24230?\u-28419?\u20250?\u26377?\u-28797?\u-25896?\u-30335?\u27714?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u23433?\u25490?\u-29698?\u31243?\u-28709?\u24230?\u-244?\u32452?\u32455?\u25945?\u23398?\u23454?\u-25972?\u-244?\u32500?\u25252?\u23398?\u20064?\u27668?\u27675?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 SAS\u31243?\u24207?\u24320?\u21457?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-26782?\u21521?\u31038?\u20250?\u30340?SAS\u20844?\u24320?\u-29698?\u12290?\u20027?\u-30335?\u20869?\u23481?\u20026?\u25968?\u25454?\u22788?\u29702?\u19982?\u31616?\u21333?\u24314?\u27169?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24456?\u22810?\u25968?\u25454?\u20998?\u26512?\u-29698?\u31243?\u-244?\u19968?\u24320?\u22987?\u23601?\u-29774?\u25480?\u24314?\u27169?\u-28440?\u20998?\u-244?\u20294?\u26159?\u25968?\u25454?\u30340?\u-28217?\u-26938?\u12289?\u25972?\u29702?\u12289?\u31579?\u-28663?\u12289?\u21464?\u25442?\u25165?\u26159?\u19968?\u20010?\u25968?\u25454?\u20998?\u26512?\u24072?\u30340?\u22522?\u26412?\u21151?\u12290?\u26412?\u-29698?\u31243?\u30340?\u20869?\u23481?\u20027?\u-30335?\u26159?\u25968?\u25454?\u22788?\u29702?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u23433?\u25490?\u-29698?\u31243?\u-28709?\u24230?\u-244?\u32452?\u32455?\u25945?\u23398?\u23454?\u-25972?\u-244?\u32500?\u25252?\u23398?\u20064?\u27668?\u27675?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 SAS\u25968?\u25454?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20027?\u-30335?\u20869?\u23481?\u26159?\u20351?\u29992?\u25551?\u-28688?\u32479?\u-29791?\u12289?\u30456?\u20851?\u20998?\u26512?\u12289?\u20027?\u25104?\u20998?\u20998?\u26512?\u12289?\u-32678?\u31867?\u12289?\u22238?\u24402?\u20998?\u26512?\u12289?\u-28613?\u-28783?\u22238?\u24402?\u12289?\u26041?\u24046?\u20998?\u26512?\u12289?\u26102?\u-27148?\u24207?\u21015?\u20998?\u26512?\u31561?\u26041?\u27861?\u23545?\u25968?\u25454?\u32487?\u32493?\u20998?\u26512?\u22788?\u29702?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20316?\u20026?\u20027?\u-29774?\u-29774?\u24072?\u-244?\u23433?\u25490?\u-29698?\u31243?\u-28709?\u24230?\u-244?\u32452?\u32455?\u25945?\u23398?\u23454?\u-25972?\u-244?\u32500?\u25252?\u23398?\u20064?\u27668?\u27675?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u24037?\u20316?\u20869?\u23481?\u-230?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32452?\u32455?\u22521?\u-29779?\u24182?\u23433?\u25490?\u-32765?\u-29739?\u-32765?\u26680?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29774?\u24072?\u-29788?\u-29759?\u-29759?\u20070?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29774?\u24072?\u25480?\u-29698?\u32463?\u-25972?\u-3880?\u24191?\u19996?\u31227?\u21160?\u20013?\u-25896?\u32423?\u25968?\u25454?\u24211?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25307?\u21830?\u-27402?\u-30644?\u25968?\u25454?\u24211?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u22269?\u24449?\u20449?\u-248?\u21271?\u20140?\u-247?\u20844?\u21496?\u25968?\u25454?\u24211?\u-28720?\u32500?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24314?\u-29762?\u-27402?\u-30644?\u22823?\u25968?\u25454?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u30707?\u27833?\u21270?\u24037?oracle\u-26503?\u30446?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24191?\u19996?\u31227?\u21160?\u25968?\u25454?\u20998?\u26512?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19978?\u28023?CDA\u25968?\u25454?\u20998?\u26512?\u24072?\u-26503?\u30446?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u27888?\u23433?\u28895?\u-31927?\u25968?\u25454?\u20998?\u26512?\u22521?\u-29779?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u21672?\u-29726?\b0\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\sa60\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}