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4\u-244?\u-25896?\u26657?\u12289?\u31185?\u30740?\u-27038?\u25152?\u29301?\u28041?\u21040?\u32593?\u32476?\u25968?\u25454?\u-28217?\u-26938?\u19982?\u25968?\u25454?\u22788?\u29702?\u21450?\u23637?\u29616?\u30340?\u-26503?\u30446?\u-29409?\u-29405?\u20154?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u22521?\u-29779?\u30446?\u26631?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1,\u20840?\u-26782?\u20102?\u-30237?Python\u-29715?\u-30208?\u30340?\u30456?\u20851?\u30693?\u-29754?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-244?\u23398?\u20064?Python\u30340?\u26680?\u24515?\u25216?\u26415?\u26041?\u27861?\u20197?\u21450?\u24212?\u29992?\u29305?\u24449?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-244?\u28145?\u20837?\u20351?\u29992?Python\u22312?\u25968?\u25454?\u20998?\u26512?\u20013?\u30340?\u20351?\u29992?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u22521?\u-29779?\u20869?\u23481?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19968?\u-29774?Spark\u22823?\u25968?\u25454?\u23454?\u26102?\u22788?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u22823?\u25968?\u25454?\u22788?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?Spark\u23454?\u26102?\u22788?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Spark\u29983?\u24577?\u31995?\u32479?BDAS\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Spark\u26550?\u26500?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20108?\u-29774? Spark\u23433?\u-30523?\u-28339?\u32622?\u21450?\u30417?\u25511?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?Ubuntu\u29615?\u22659?\u30340?\u20934?\u22791?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?Hadoop2.X\u21644?Scala\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?\u25645?\u24314?Spark\u24320?\u21457?\u29615?\u22659?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Idea\u32534?\u-29743?\u21644?\u-28720?\u-30644?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?Spark\u30417?\u25511?\u31649?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19977?\u-29774? Scala\u32534?\u31243?\u-29715?\u-30208?\u20351?\u29992?\u27010?\u-28688?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) Scala\u32534?\u31243?\u-29715?\u-30208?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) \u22522?\u26412?\u25968?\u25454?\u31867?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) \u25805?\u20316?\u22522?\u26412?\u25968?\u25454?\u31867?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) \u31867?\u21644?\u23545?\u-29599?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) \u32452?\u21512?\u21644?\u32487?\u25215?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u22235?\u-29774? Spark\u20998?\u24067?\u24335?\u-29791?\u31639?\u26694?\u26550?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?Spark\u-29791?\u31639?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?\u24377?\u24615?\u20998?\u24067?\u24335?\u25968?\u25454?\u-26938?RDD\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Spark\u30340?\u25968?\u25454?\u23384?\u20648?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Transformation\u31639?\u23376?\u20998?\u31867?\u21450?\u21151?\u-32515?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?Actions\u31639?\u23376?\u20998?\u31867?\u21450?\u21151?\u-32515?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20116?\u-29774? Spark\u20869?\u-28440?\u24037?\u20316?\u26426?\u21046?\u-29722?\u-30237?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) Spark\u24213?\u23618?\u23454?\u29616?\u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Spark\u24212?\u29992?\u25191?\u-30644?\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Spark\u-29693?\u24230?\u19982?\u20219?\u21153?\u20998?\u-28339?\u27169?\u22359?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) FIFO\u21644?FAIR\u-29693?\u24230?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20845?\u-29774? Spark\u25968?\u25454?\u-29701?\u21462?\u19982?\u23384?\u20648?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?Spark\u30340?I/O\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?Spark\u20013?\u30340?\u25968?\u25454?\u21387?\u32553?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Spark\u30340?\u25968?\u25454?\u-29701?\u21462?\u19982?\u23384?\u20648?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Spark\u25968?\u25454?\u-29701?\u20889?\u27969?\u31243?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19971?\u-29774? Spark\u-28646?\u20449?\u27169?\u22359?\u21644?\u23481?\u-27367?\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?Spark\u-28646?\u20449?\u27169?\u22359?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?\u-28646?\u20449?\u26694?\u26550?AKKA\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?\u23481?\u-27367?\u26426?\u21046?\u21644?Lineage\u20381?\u-29354?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?\u26816?\u26597?\u28857?\u26426?\u21046?\u-28709?\u-30644?\u23481?\u-27367?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?Shuffle\u-28729?\u31243?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20843?\u-29774?SQL On Spark\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) BDAS\u25968?\u25454?\u20998?\u26512?\u-28817?\u20214?\u26632?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) SQL On Spark\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Spark SQL\u24037?\u20855?\u20351?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Shark\u24037?\u20855?\u20351?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Hive on Spark\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6) Spark\u25805?\u20316?HBase\u20013?\u30340?\u25968?\u25454?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20061?\u-29774? Spark\u27969?\u25968?\u25454?\u22788?\u29702?\u24037?\u20855?Streaming\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u27969?\u25968?\u25454?\u22788?\u29702?\u24037?\u20855?Streaming\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?Spark Streaming\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Spark Streaming\u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Spark Streaming\u23454?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u-29774?Spark\u20013?\u30340?\u22823?\u25968?\u25454?\u25366?\u25496?\u24037?\u20855?MLlib\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u22823?\u25968?\u25454?\u25366?\u25496?\u24037?\u20855?MLlib\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?MLlib\u30340?\u25968?\u25454?\u23384?\u20648?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?MLlib\u20013?\u30340?\u-32678?\u31867?\u21644?\u20998?\u31867?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?MLlib\u31639?\u27861?\u24212?\u29992?\u23454?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?\u21033?\u29992?MLlib\u-28709?\u-30644?\u25512?\u-31920?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u19968?\u-29774? Spark\u22823?\u-30268?\u27169?\u22270?\u22788?\u29702?\u24037?\u20855?GraphX\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u22823?\u-30268?\u27169?\u22270?\u22788?\u29702?\u24037?\u20855?GraphX\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?GraphX\u30340?\u-28720?\u-30644?\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?GraphX\u25805?\u20316?\u20351?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?GraphX\u20351?\u29992?\u23454?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u20108?\u-29774? Spark\u19982?\u20854?\u20182?\u22823?\u25968?\u25454?\u25216?\u26415?\u30340?\u-30835?\u21512?\u19982?\u24212?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u19982?Hadoop/Yarn\u-26938?\u32676?\u24212?\u29992?\u30340?\u21327?\u20316?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?\u19982?Docker\u31561?\u20854?\u23427?\u20113?\u24037?\u20855?\u-28339?\u21512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Spark\u22312?Yahoo!\u30340?\u24212?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?Spark\u22312?\u30005?\u21830?\u20013?\u30340?\u24212?\u29992?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u26472?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20027?\u-30335?\u30740?\u31350?\u32593?\u32476?\u20449?\u24687?\u20998?\u26512?\u20197?\u21450?\u20113?\u-29791?\u31639?\u30456?\u20851?\u25216?\u26415?\u-244?\u-27265?\u26399?\u20174?\u20107?\u-28646?\u20449?\u32593?\u31649?\u31995?\u32479?\u12289?\u32593?\u32476?\u20449?\u24687?\u22788?\u29702?\u12289?\u21830?\u21153?\u26234?\u-32515?(BI)\u20197?\u21450?\u30005?\u20449?\u20915?\u31574?\u25903?\u25345?\u31995?\u32479?\u30340?\u30740?\u31350?\u24320?\u21457?\u24037?\u20316?\u-244?\u20027?\u25345?\u21644?\u21442?\u19982?\u20102?\u22810?\u20010?\u22269?\u23478?\u21644?\u30465?\u-28440?\u32423?\u22522?\u-28207?\u-26503?\u30446?\u-244?\u20855?\u26377?\u20016?\u23500?\u30340?\u24037?\u31243?\u23454?\u-29195?\u21450?\u-28817?\u20214?\u30740?\u21457?\u32463?\u-25972?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u25253?\u21517?\b0\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}