12、Hadoop框架MapReduce 统计人数、总分、关联

文章目录

Hadoop框架MapReduce 统计人数、总分、关联

数据

students.txt

1500100001,施笑槐,22,女,文科六班
1500100002,吕金鹏,24,男,文科六班
1500100003,单乐蕊,22,女,理科六班
1500100004,葛德曜,24,男,理科三班
1500100005,宣谷芹,22,女,理科五班
1500100006,边昂雄,21,男,理科二班
1500100007,尚孤风,23,女,文科六班
1500100008,符半双,22,女,理科六班
1500100009,沈德昌,21,男,理科一班
1500100010,羿彦昌,23,男,理科六班
1500100011,宰运华,21,男,理科三班
1500100012,梁易槐,21,女,理科一班
1500100013,逯君昊,24,男,文科二班
1500100014,羿旭炎,23,男,理科五班
1500100015,宦怀绿,21,女,理科一班
1500100016,潘访烟,23,女,文科一班
1500100017,高芷天,21,女,理科五班
1500100018,骆怜雪,21,女,文科六班
1500100019,娄曦之,24,男,理科三班
1500100020,杭振凯,23,男,理科四班
1500100021,连鸿晖,22,男,理科六班
1500100022,薄运珧,23,男,文科四班
1500100023,东鸿畴,23,男,理科二班
1500100024,湛慕卉,22,女,文科二班
1500100025,翁飞昂,22,男,文科四班
1500100026,向鹏池,21,男,理科四班
1500100027,路辰锟,21,男,文科四班
1500100028,幸浩邈,24,男,理科五班
1500100029,滕旭炎,21,男,理科二班
1500100030,姚依丝,21,女,理科六班
1500100031,麻智刚,24,男,文科六班
1500100032,雍静枫,24,女,文科二班
1500100033,桑昆峰,24,男,理科三班
1500100034,薛鸿朗,24,男,理科五班
1500100035,包瀚玥,24,男,理科四班
1500100036,阮旭炎,22,男,文科二班
1500100037,顾向松,22,女,文科一班
1500100038,蓟振强,21,男,理科五班
1500100039,窦孤风,22,女,文科六班
1500100040,纪映之,24,女,文科四班
1500100041,傅景天,24,男,理科四班
1500100042,麻旭尧,24,男,文科四班
1500100043,晏昆鹏,24,男,理科六班
1500100044,田天风,24,女,文科二班
1500100045,仇运晟,21,男,理科一班
1500100046,靳香巧,22,女,理科五班
1500100047,秋旭尧,23,男,文科六班
1500100048,从子辰,21,男,理科六班
1500100049,籍涵煦,21,男,理科六班
1500100050,方小蕾,22,女,文科五班
1500100051,江寄容,24,女,文科五班
1500100052,居初兰,23,女,理科二班
1500100053,扈鸿朗,21,男,文科五班
1500100054,梅元容,21,女,理科二班
1500100055,卫鸿熙,24,男,文科一班
1500100056,古鸿信,21,男,理科二班
1500100057,经沛白,24,女,文科四班
1500100058,薄谷蕊,23,女,理科三班
1500100059,席昌燎,24,男,理科二班
1500100060,阮迎荷,24,女,文科四班
1500100061,路紫萱,21,女,文科四班
1500100062,空芷荷,24,女,文科二班
1500100063,申半双,24,女,文科四班
1500100064,汲辰沛,22,男,理科六班
1500100065,蓬昂雄,22,男,理科二班
1500100066,惠耘涛,22,男,文科三班
1500100067,广浦泽,22,男,文科五班
1500100068,宣南蓉,23,女,理科一班
1500100069,束采波,22,女,文科一班
1500100070,濮佑运,22,男,理科一班
1500100071,祖昌勋,22,男,理科四班
1500100072,段怀梦,23,女,理科二班
1500100073,滕旭炎,23,男,文科二班
1500100074,史鹏煊,22,男,理科六班
1500100075,谭春蕾,21,女,文科二班
1500100076,竺乐蓉,23,女,理科五班
1500100077,钮元蝶,24,女,理科三班
1500100078,干安珊,24,女,理科四班
1500100079,曾辰宇,22,男,文科六班
1500100080,巫景彰,21,男,理科五班
1500100081,嵇平安,21,女,理科三班
1500100082,凌思菱,22,女,文科一班
1500100083,雍惜玉,22,女,文科二班
1500100084,应景平,22,男,理科三班
1500100085,彭旭东,21,男,文科二班
1500100086,祖昆锐,22,男,理科一班
1500100087,童鸿禧,23,男,理科五班
1500100088,田德明,21,男,文科三班
1500100089,蒙依丝,22,女,文科五班
1500100090,富寄风,21,女,文科五班
1500100091,蔺水风,22,女,文科一班
1500100092,竺惜玉,21,女,理科四班
1500100093,裴依秋,22,女,文科二班
1500100094,韩醉柳,22,女,文科一班
1500100095,尹宛秋,23,女,文科三班
1500100096,沈曜瑞,21,男,理科三班
1500100097,叶德昌,24,男,文科二班
1500100098,卞俊晖,22,男,理科一班
1500100099,成曜文,21,男,文科五班
1500100100,宁昊磊,22,男,文科六班
1500100101,计又琴,23,女,文科一班
1500100102,洪天风,24,女,文科五班
1500100103,宣昆皓,21,男,理科五班
1500100104,咸冰蝶,23,女,理科二班
1500100105,寿白亦,22,女,文科五班
1500100106,仲怀莲,22,女,文科四班
1500100107,能昆明,23,男,理科五班
1500100108,伏易云,24,女,理科五班
1500100109,从振强,24,男,文科三班
1500100110,牛晨朗,22,男,文科六班
1500100111,邴惜芹,22,女,理科三班
1500100112,祖昆琦,21,男,理科三班
1500100113,羿思真,24,女,理科三班
1500100114,钮笑柳,24,女,理科四班
1500100115,益耘豪,24,男,理科四班
1500100116,文元蝶,21,女,文科四班
1500100117,隗寄南,21,女,理科四班
1500100118,蔺昆宇,21,男,文科一班
1500100119,臧云天,21,男,文科四班
1500100120,桓浩邈,24,男,文科三班
1500100121,张雪卉,22,女,文科一班
1500100122,乔书雁,23,女,理科四班
1500100123,厍寄琴,23,女,理科四班
1500100124,冯绿蝶,22,女,理科四班
1500100125,蒙涵衍,23,男,文科一班
1500100126,侯昌燎,21,男,理科六班
1500100127,罗芷卉,21,女,文科二班
1500100128,巫鸿哲,24,男,文科一班
1500100129,容寄南,23,女,文科三班
1500100130,宁怀莲,21,女,理科四班
1500100131,胡昊明,22,男,文科六班
1500100132,曾安寒,22,女,文科五班
1500100133,钱向山,24,女,理科二班
1500100134,计宣朗,22,男,理科四班
1500100135,庾振海,21,男,理科四班
1500100136,黎昆鹏,22,男,文科六班
1500100137,宣向山,22,女,理科四班
1500100138,栾鸿信,22,男,文科二班
1500100139,左代萱,24,女,文科三班
1500100140,郁运发,24,男,文科六班
1500100141,谢昌勋,23,男,理科六班
1500100142,闵华晖,21,男,文科一班
1500100143,匡德明,22,男,文科五班
1500100144,通冰夏,22,女,文科六班
1500100145,殴飞昂,24,男,理科五班
1500100146,于向南,23,女,理科三班
1500100147,翁鸿晖,23,男,理科四班
1500100148,蒋震博,23,男,文科六班
1500100149,仇辰锟,21,男,理科一班
1500100150,牧星睿,24,男,文科四班
1500100151,诸碧萱,22,女,理科六班
1500100152,衡从安,21,女,文科五班
1500100153,孔涵蕾,21,女,文科四班
1500100154,容昊然,22,男,文科五班
1500100155,广高旻,24,男,文科四班
1500100156,姚星爵,23,男,理科五班
1500100157,孙映冬,24,女,理科一班
1500100158,葛惜梦,24,女,理科三班
1500100159,寇鸿朗,23,男,文科四班
1500100160,云冰真,24,女,文科三班
1500100161,蒋谷梦,23,女,理科五班
1500100162,林昆卉,24,男,文科四班
1500100163,胥凡白,21,女,理科五班
1500100164,封昂杰,21,男,理科六班
1500100165,姜昆皓,22,男,文科一班
1500100166,车怀曼,24,女,文科四班
1500100167,裘昌淼,23,男,理科六班
1500100168,巫辰皓,21,男,理科六班
1500100169,印维运,23,男,理科六班
1500100170,夏鸿畅,21,男,文科四班
1500100171,乜鸿福,24,男,理科一班
1500100172,施昊东,22,男,理科三班
1500100173,连采波,24,女,文科六班
1500100174,茅香薇,22,女,理科六班
1500100175,邰凡灵,21,女,理科一班
1500100176,施元容,21,女,文科六班
1500100177,樊若翠,23,女,文科五班
1500100178,杜芷天,21,女,文科一班
1500100179,阮惜珊,23,女,理科四班
1500100180,古金鹏,24,男,理科一班
1500100181,巩怀莲,24,女,理科四班
1500100182,仲秋巧,23,女,文科五班
1500100183,卫若枫,24,女,理科六班
1500100184,夔寻巧,24,女,理科三班
1500100185,杭梦蕊,24,女,理科三班
1500100186,昌元冬,22,女,文科五班
1500100187,武静珊,23,女,理科六班
1500100188,霍元冬,21,女,理科五班
1500100189,曾觅云,24,女,理科二班
1500100190,韩运升,24,男,理科四班
1500100191,益惜蕊,23,女,理科四班
1500100192,暨君昊,21,男,文科二班
1500100193,景寄文,21,女,文科四班
1500100194,滕代萱,23,女,理科四班
1500100195,凌昆锐,21,男,文科六班
1500100196,汤浩博,21,男,文科三班
1500100197,郦元容,24,女,理科三班
1500100198,于景行,21,男,理科四班
1500100199,陆慕易,24,女,文科三班
1500100200,丁香巧,24,女,理科一班
1500100201,骆鸿卓,23,男,文科六班
1500100202,干曜瑞,23,男,文科三班
1500100203,董旭彬,21,男,理科六班
1500100204,屠昆纬,24,男,理科六班
1500100205,池景明,24,男,理科六班
1500100206,暴鹏池,22,男,文科六班
1500100207,卜幼南,21,女,文科二班
1500100208,曹曼岚,24,女,理科四班
1500100209,俞海逸,23,男,文科二班
1500100210,苏代萱,24,女,理科四班
1500100211,米绮晴,21,女,理科一班
1500100212,单旭鹏,23,男,理科二班
1500100213,赵又绿,23,女,理科五班
1500100214,嵇运盛,23,男,理科三班
1500100215,费华晖,24,男,理科六班
1500100216,都凡梅,22,女,理科五班
1500100217,弘寄南,21,女,文科一班
1500100218,嵇幻巧,24,女,理科四班
1500100219,万青旋,23,女,理科六班
1500100220,向安寒,24,女,文科五班
1500100221,费智伟,23,男,理科六班
1500100222,赵嘉澍,22,男,文科六班
1500100223,殷醉波,21,女,文科二班
1500100224,裴昂熙,24,男,理科六班
1500100225,安振平,22,男,理科一班
1500100226,应金鹏,24,男,理科四班
1500100227,宗振凯,21,男,文科二班
1500100228,孙鑫鹏,22,男,理科六班
1500100229,逯冬萱,22,女,文科三班
1500100230,扶问寒,22,女,理科三班
1500100231,桂痴安,22,女,文科三班
1500100232,石寄琴,21,女,文科一班
1500100233,师昆鹏,24,男,理科六班
1500100234,广智杰,22,男,理科二班
1500100235,沈香巧,24,女,理科一班
1500100236,舄以山,23,女,文科二班
1500100237,贺辰钊,21,男,理科五班
1500100238,隗鸿志,21,男,文科五班
1500100239,余向南,21,女,文科四班
1500100240,车惜玉,23,女,理科三班
1500100241,石怀绿,21,女,文科四班
1500100242,舒智阳,21,男,理科六班
1500100243,谢元柏,22,女,理科五班
1500100244,劳若枫,22,女,文科三班
1500100245,苏旭彬,21,男,文科六班
1500100246,丁运凡,22,男,文科二班
1500100247,戈晗日,23,男,文科六班
1500100248,盛学智,23,男,文科二班
1500100249,扈振翱,24,男,文科三班
1500100250,敖景明,23,男,文科五班
1500100251,曹德昌,24,男,理科四班
1500100252,巴向薇,23,女,理科六班
1500100253,管昌黎,23,男,文科四班
1500100254,阴鸿朗,24,男,理科三班
1500100255,国平安,21,女,文科六班
1500100256,曹振锐,21,男,理科一班
1500100257,山旭东,23,男,理科四班
1500100258,湛昌勋,22,男,文科四班
1500100259,关凡梦,22,女,文科六班
1500100260,庄惜芹,21,女,文科五班
1500100261,蓬昌勋,21,男,理科三班
1500100262,黎盼烟,23,女,理科六班
1500100263,姚昆鹏,22,男,理科二班
1500100264,俞俊晖,24,男,文科三班
1500100265,融寻桃,21,女,文科四班
1500100266,葛亦竹,21,女,理科五班
1500100267,应浩波,22,男,理科二班
1500100268,龙震博,23,男,理科三班
1500100269,胡芷荷,22,女,文科四班
1500100270,贡海之,22,女,文科六班
1500100271,龙浩初,21,男,理科六班
1500100272,蔡起运,23,男,文科四班
1500100273,相寒安,22,女,文科一班
1500100274,贝怀瑶,22,女,理科一班
1500100275,关昆皓,23,男,文科三班
1500100276,庾运鹏,24,男,文科一班
1500100277,舒笑卉,21,女,文科四班
1500100278,钭寄容,24,女,文科三班
1500100279,蔚盼曼,24,女,文科六班
1500100280,邓若松,23,女,理科四班
1500100281,叶运凯,21,男,文科三班
1500100282,蔡凡白,22,女,理科三班
1500100283,侯千风,24,女,文科三班
1500100284,昝寄琴,24,女,理科五班
1500100285,燕昌翰,24,男,文科三班
1500100286,易新之,21,女,理科一班
1500100287,凌觅波,23,女,理科一班
1500100288,竺轩昂,22,男,理科二班
1500100289,荆瀚钰,24,男,理科四班
1500100290,鱼惜玉,22,女,文科四班
1500100291,毋高朗,21,男,文科二班
1500100292,易语梦,23,女,文科五班
1500100293,狄惜萍,23,女,理科四班
1500100294,聂冰绿,23,女,文科六班
1500100295,贲从寒,22,女,文科三班
1500100296,空向南,24,女,理科六班
1500100297,燕运良,24,男,文科四班
1500100298,班冬萱,21,女,文科三班
1500100299,祝涵阳,21,女,文科四班
1500100300,吴采波,21,女,理科二班
1500100301,裴运凡,21,男,理科二班
1500100302,韩若翠,22,女,理科二班
1500100303,荆浩邈,21,男,理科二班
1500100304,车易蓉,22,女,理科五班
1500100305,鞠访烟,22,女,理科四班
1500100306,高子辰,23,男,理科二班
1500100307,危昊然,22,男,文科二班
1500100308,黄初夏,23,女,文科一班
1500100309,乜惜玉,22,女,文科二班
1500100310,边康震,24,男,理科三班
1500100311,阮半双,21,女,理科一班
1500100312,平鸿轩,24,男,文科六班
1500100313,席运发,22,男,文科六班
1500100314,符南莲,24,女,文科一班
1500100315,慕绮彤,23,女,文科一班
1500100316,秋晨轩,22,男,文科三班
1500100317,范盼菡,21,女,理科六班
1500100318,昝鸿振,24,男,文科六班
1500100319,贾怀曼,22,女,文科四班
1500100320,臧鸿晖,24,男,理科一班
1500100321,索旭彬,24,男,理科五班
1500100322,弘子辰,21,男,文科四班
1500100323,周德昌,24,男,理科一班
1500100324,竺香波,24,女,文科四班
1500100325,莫怀绿,23,女,理科二班
1500100326,居涵蓄,24,男,文科四班
1500100327,阴昌翰,24,男,理科二班
1500100328,花平卉,23,女,文科三班
1500100329,秦又绿,23,女,文科四班
1500100330,隆以旋,24,女,文科六班
1500100331,辛昂熙,23,男,文科二班
1500100332,储惜蕊,23,女,理科二班
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1500100669,余浩轩,24,男,理科一班
1500100670,毛翠安,22,女,理科四班
1500100671,盛智阳,24,男,文科四班
1500100672,傅宣朗,24,男,文科二班
1500100673,贺凡灵,21,女,理科四班
1500100674,薄智刚,22,男,文科三班
1500100675,禹依秋,23,女,理科二班
1500100676,璩昂杰,22,男,文科五班
1500100677,章幻丝,23,女,理科二班
1500100678,闻涵菱,22,女,文科五班
1500100679,尹耘涛,24,男,理科四班
1500100680,别景逸,23,男,文科二班
1500100681,步昌翰,24,男,文科三班
1500100682,庾亦凝,24,女,文科六班
1500100683,嵇念波,21,女,文科四班
1500100684,卜若枫,24,女,理科二班
1500100685,施昆颉,23,男,文科一班
1500100686,郜旭彬,23,男,文科三班
1500100687,祝辰宇,23,男,理科四班
1500100688,贡向南,22,女,理科四班
1500100689,隆涵阳,21,女,理科二班
1500100690,唐昌翰,21,男,文科三班
1500100691,闻运鸿,22,男,理科一班
1500100692,邱幼南,22,女,理科一班
1500100693,顾浩轩,22,男,理科六班
1500100694,訾海瑶,23,女,文科五班
1500100695,顾笑容,21,女,文科四班
1500100696,松易绿,24,女,理科三班
1500100697,尤新曦,23,男,文科二班
1500100698,傅曜栋,21,男,文科六班
1500100699,吕白风,23,女,文科二班
1500100700,冉笑槐,21,女,理科一班
1500100701,林觅云,24,女,文科六班
1500100702,冉瀚文,24,男,文科二班
1500100703,勾翠彤,22,女,文科五班
1500100704,宰华晖,22,男,理科六班
1500100705,殳昌翰,21,男,文科三班
1500100706,路曜坤,23,男,文科四班
1500100707,谭金鹏,21,男,文科三班
1500100708,陆君昊,23,男,理科六班
1500100709,俞昂杰,23,男,文科一班
1500100710,岑瀚钰,23,男,文科三班
1500100711,雷运华,24,男,理科三班
1500100712,冷鑫鹏,23,男,理科六班
1500100713,栾梦竹,22,女,文科四班
1500100714,虞飞昂,24,男,文科五班
1500100715,蓝依云,24,女,理科二班
1500100716,丰冷霜,22,女,文科六班
1500100717,阴妙绿,24,女,文科六班
1500100718,解辰韦,24,男,理科五班
1500100719,羿半梅,21,女,理科四班
1500100720,艾振博,23,男,文科五班
1500100721,钱泽雨,23,男,理科三班
1500100722,禹昆明,23,男,理科三班
1500100723,苏曜瑞,23,男,理科六班
1500100724,路星腾,21,男,文科一班
1500100725,董运珧,24,男,理科五班
1500100726,任笑容,23,女,理科五班
1500100727,霍昊英,21,男,理科三班
1500100728,龚晗昱,21,男,文科三班
1500100729,康幻莲,24,女,理科六班
1500100730,闻晓山,24,女,文科四班
1500100731,路涵蓄,24,男,理科二班
1500100732,蓝碧萱,21,女,文科二班
1500100733,焦鹏涛,23,男,理科五班
1500100734,齐运杰,24,男,文科五班
1500100735,阙迎梅,22,女,文科五班
1500100736,钭涵亮,22,男,理科四班
1500100737,奚俊晖,21,男,理科四班
1500100738,贾昂雄,22,男,文科三班
1500100739,项元柏,21,女,理科六班
1500100740,舒金鹏,24,男,文科四班
1500100741,毛浩阔,21,男,文科六班
1500100742,成昆雄,21,男,理科六班
1500100743,秋昆卉,21,男,文科三班
1500100744,池若松,22,女,文科一班
1500100745,危慕易,24,女,文科六班
1500100746,宓宛丝,23,女,理科二班
1500100747,储若芹,21,女,理科二班
1500100748,羿海昌,22,男,文科五班
1500100749,祝怀梦,22,女,文科五班
1500100750,东鸿德,23,男,理科六班
1500100751,裘哲瀚,22,男,文科六班
1500100752,经山菡,21,女,文科三班
1500100753,党景明,23,男,文科六班
1500100754,许平安,22,女,理科四班
1500100755,韦曦晨,24,男,文科六班
1500100756,尤凡梅,23,女,文科六班
1500100757,步宛丝,21,女,文科六班
1500100758,阴昌翰,23,男,文科三班
1500100759,洪昂然,24,男,理科一班
1500100760,翁绮彤,24,女,文科五班
1500100761,桓鸿祯,21,男,文科二班
1500100762,聂德明,23,男,理科二班
1500100763,鄂笑容,21,女,文科一班
1500100764,濮浩皛,23,男,文科二班
1500100765,郗景行,24,男,文科五班
1500100766,荀傲薇,23,女,文科一班
1500100767,那昊磊,21,男,文科五班
1500100768,韩昆卉,22,男,文科五班
1500100769,幸映安,24,女,文科六班
1500100770,屠迎梅,23,女,文科一班
1500100771,蓟智杰,23,男,文科二班
1500100772,陆访烟,23,女,理科五班
1500100773,傅元蝶,21,女,理科一班
1500100774,农星泽,22,男,文科六班
1500100775,明映雁,22,女,文科二班
1500100776,蒯小萍,22,女,理科三班
1500100777,易新曦,23,男,文科五班
1500100778,寇怀寒,24,女,文科一班
1500100779,於安珊,23,女,文科一班
1500100780,曹夜南,22,女,文科三班
1500100781,孟昊然,22,男,理科四班
1500100782,罗静珊,22,女,文科六班
1500100783,弓浩言,21,男,理科四班
1500100784,花运发,24,男,文科三班
1500100785,何运恒,24,男,文科三班
1500100786,麴妙绿,24,女,理科一班
1500100787,逯景天,22,男,文科五班
1500100788,冯鸿朗,23,男,文科二班
1500100789,祖鸿畅,21,男,文科二班
1500100790,沙慕易,23,女,文科二班
1500100791,阎德昌,21,男,文科五班
1500100792,窦平卉,22,女,理科三班
1500100793,庾向南,23,女,文科二班
1500100794,苏觅云,24,女,文科二班
1500100795,岑浩初,22,男,理科一班
1500100796,吕维运,24,男,理科三班
1500100797,殳碧春,22,女,理科六班
1500100798,蔡晨朗,24,男,文科三班
1500100799,姚维运,22,男,文科二班
1500100800,终飞昂,21,男,文科三班
1500100801,巫听南,23,女,文科四班
1500100802,聂鹏池,24,男,理科六班
1500100803,湛星腾,23,男,理科三班
1500100804,巴巧兰,24,女,文科四班
1500100805,戚鸿志,21,男,文科六班
1500100806,满金鹏,22,男,理科五班
1500100807,魏笑卉,22,女,理科六班
1500100808,艾水风,23,女,理科一班
1500100809,梁震博,24,男,文科二班
1500100810,邱忆文,21,女,理科一班
1500100811,成新巧,21,女,文科六班
1500100812,慕易绿,22,女,文科五班
1500100813,凤辰阳,22,男,理科一班
1500100814,茹谷槐,24,女,文科三班
1500100815,牧晋鹏,22,男,文科六班
1500100816,王瀚钰,24,男,文科六班
1500100817,邴浩歌,24,男,理科三班
1500100818,谢德泽,24,男,文科六班
1500100819,孟香彤,24,女,理科五班
1500100820,濮傲旋,22,女,理科三班
1500100821,敖金鹏,24,男,理科四班
1500100822,满君昊,22,男,理科四班
1500100823,宓新曦,22,男,文科二班
1500100824,柏小蕾,24,女,理科五班
1500100825,丁震轩,21,男,文科二班
1500100826,满辰钊,22,男,文科三班
1500100827,查冰蝶,24,女,文科六班
1500100828,邵智杰,22,男,文科二班
1500100829,尤香薇,22,女,文科六班
1500100830,夔宛秋,21,女,文科二班
1500100831,宦芷容,21,女,理科六班
1500100832,蓟芷梦,21,女,文科四班
1500100833,赖香巧,21,女,文科三班
1500100834,谷念薇,21,女,理科二班
1500100835,柯晨朗,22,男,文科一班
1500100836,邵香巧,22,女,理科三班
1500100837,广沛凝,21,女,理科四班
1500100838,养惜梦,24,女,文科三班
1500100839,明雁桃,22,女,理科五班
1500100840,计飞昂,22,男,理科四班
1500100841,水胤运,22,男,理科三班
1500100842,贡曼冬,21,女,理科一班
1500100843,管鸿达,21,男,文科五班
1500100844,宓凡梦,22,女,理科一班
1500100845,符依云,22,女,文科六班
1500100846,巢泽雨,22,男,理科一班
1500100847,索怜南,24,女,文科三班
1500100848,师震博,23,男,理科五班
1500100849,寿昊英,22,男,文科一班
1500100850,颜海白,21,女,理科一班
1500100851,白运盛,22,男,理科六班
1500100852,寇凝丹,24,女,文科二班
1500100853,林鸿朗,24,男,理科四班
1500100854,利敬曦,23,男,文科二班
1500100855,彭旭鹏,24,男,理科四班
1500100856,羿昆鹏,22,男,文科二班
1500100857,虞语海,21,女,文科五班
1500100858,谈泽洋,24,男,文科三班
1500100859,麻涵亮,22,男,文科五班
1500100860,廉乐双,21,女,文科三班
1500100861,支友安,24,女,理科一班
1500100862,茹晨朗,22,男,理科六班
1500100863,曹念蕾,22,女,文科一班
1500100864,柯凡雁,22,女,理科六班
1500100865,莫金鹏,23,男,理科三班
1500100866,鞠又琴,23,女,文科六班
1500100867,禹静枫,24,女,文科一班
1500100868,勾书雁,24,女,文科二班
1500100869,平紫雪,24,女,理科一班
1500100870,衡念蕾,23,女,理科三班
1500100871,贝惜梦,24,女,文科一班
1500100872,邓乐萱,21,女,理科三班
1500100873,路鸿志,24,男,文科四班
1500100874,宓涵衍,22,男,理科六班
1500100875,马向南,21,女,文科一班
1500100876,蓟丹蝶,22,女,理科六班
1500100877,秦友安,23,女,理科二班
1500100878,柳鸿轩,21,男,文科二班
1500100879,钮怀曼,24,女,文科一班
1500100880,张旭鹏,21,男,文科四班
1500100881,刁震博,23,男,理科三班
1500100882,厍振强,21,男,文科五班
1500100883,叶海超,24,男,文科三班
1500100884,井范明,22,男,文科五班
1500100885,黎旭彬,24,男,文科三班
1500100886,康寄琴,22,女,文科三班
1500100887,都若山,22,女,文科六班
1500100888,满千青,24,女,理科五班
1500100889,时初兰,23,女,理科五班
1500100890,郁昊苍,21,男,文科二班
1500100891,国元冬,23,女,文科六班
1500100892,林幻莲,24,女,文科四班
1500100893,邹景浩,23,男,文科四班
1500100894,江昆峰,24,男,理科二班
1500100895,蒙鑫鹏,22,男,理科三班
1500100896,费怀莲,24,女,文科三班
1500100897,厉秋灵,22,女,理科二班
1500100898,祁高旻,22,男,理科五班
1500100899,计浩言,22,男,文科四班
1500100900,查思菱,24,女,文科六班
1500100901,崔海昌,21,男,理科六班
1500100902,丰昊明,23,男,文科六班
1500100903,於依云,24,女,理科六班
1500100904,阎元蝶,23,女,文科五班
1500100905,昌醉柳,23,女,理科一班
1500100906,喻芷天,22,女,理科三班
1500100907,耿乐琴,24,女,理科五班
1500100908,那光济,22,男,文科二班
1500100909,符景天,23,男,文科二班
1500100910,孔沛槐,21,女,文科三班
1500100911,阎又绿,23,女,理科一班
1500100912,严惜珊,23,女,理科五班
1500100913,周鸿云,24,男,文科六班
1500100914,富绮晴,23,女,理科二班
1500100915,仲铭晨,22,男,理科一班
1500100916,范念薇,23,女,文科三班
1500100917,桑智阳,22,男,理科四班
1500100918,凤天风,24,女,理科五班
1500100919,伏昆宇,23,男,文科二班
1500100920,封景逸,24,男,文科六班
1500100921,林智阳,21,男,文科一班
1500100922,章昊伟,24,男,文科三班
1500100923,于从寒,23,女,理科二班
1500100924,凌智阳,21,男,文科五班
1500100925,卞乐萱,21,女,理科一班
1500100926,于晗昱,22,男,理科一班
1500100927,濮恨蕊,23,女,文科三班
1500100928,戚昌盛,22,男,文科一班
1500100929,满慕易,21,女,理科三班
1500100930,闻运凯,24,男,文科五班
1500100931,庄昆卉,21,男,理科二班
1500100932,堵凡儿,24,女,理科四班
1500100933,向曜瑞,22,男,文科二班
1500100934,隆高旻,21,男,理科五班
1500100935,蓬昆琦,21,男,文科六班
1500100936,习振锐,23,男,理科二班
1500100937,雍飞莲,22,女,理科四班
1500100938,国鸿德,21,男,文科二班
1500100939,耿智杰,23,男,理科四班
1500100940,狄映安,24,女,文科二班
1500100941,莘昆雄,23,男,文科六班
1500100942,贡涵亮,21,男,理科六班
1500100943,许昌黎,21,男,文科一班
1500100944,查振国,22,男,理科四班
1500100945,居平卉,24,女,理科六班
1500100946,秋海白,23,女,文科一班
1500100947,桂寄风,22,女,理科一班
1500100948,马昊天,24,男,理科二班
1500100949,颜沛槐,21,女,文科五班
1500100950,边香巧,22,女,文科二班
1500100951,平彭泽,22,男,文科一班
1500100952,郁迎荷,22,女,文科四班
1500100953,戈昌茂,24,男,文科五班
1500100954,咸芷天,21,女,文科二班
1500100955,逄德运,24,男,文科三班
1500100956,臧恨桃,22,女,文科二班
1500100957,杜易云,21,女,文科一班
1500100958,柴铭晨,23,男,理科三班
1500100959,金醉波,23,女,理科四班
1500100960,乔旭尧,21,男,文科三班
1500100961,李昂熙,24,男,文科四班
1500100962,毕德明,23,男,理科二班
1500100963,饶忆之,21,女,理科二班
1500100964,洪鸿骞,24,男,理科二班
1500100965,尤昊伟,23,男,文科二班
1500100966,庞昆雄,23,男,文科三班
1500100967,能映秋,21,女,文科五班
1500100968,谭晗日,24,男,文科五班
1500100969,毛昆鹏,24,男,文科三班
1500100970,相凡梦,23,女,理科五班
1500100971,郝曼凡,24,女,文科五班
1500100972,王昂杰,23,男,理科二班
1500100973,钮幼南,23,女,文科一班
1500100974,容鸿晖,21,男,文科五班
1500100975,蓬曜瑞,22,男,理科三班
1500100976,卓芷梦,21,女,文科六班
1500100977,邹飞珍,23,女,文科四班
1500100978,郜昆卉,21,男,文科五班
1500100979,乐曜灿,24,男,文科六班
1500100980,霍谷槐,22,女,理科一班
1500100981,经鹏涛,23,男,文科六班
1500100982,钱若芹,21,女,理科二班
1500100983,左傲薇,22,女,理科四班
1500100984,殷景逸,23,男,理科二班
1500100985,申飞珍,21,女,文科一班
1500100986,左天曼,22,女,文科一班
1500100987,双昆杰,24,男,文科四班
1500100988,余鸿云,22,男,文科六班
1500100989,柏盼香,24,女,理科六班
1500100990,扈旭鹏,23,男,理科三班
1500100991,冉飞昂,22,男,理科一班
1500100992,莫运盛,24,男,理科六班
1500100993,衡从蕾,21,女,理科二班
1500100994,相凌青,24,女,理科四班
1500100995,寿芷卉,24,女,理科五班
1500100996,厉运凡,24,男,文科三班
1500100997,陶敬曦,21,男,理科六班
1500100998,容昆宇,22,男,理科四班
1500100999,钟绮晴,23,女,文科五班
1500101000,符瑞渊,23,男,理科六班

score.txt

1500100001,1000001,98
1500100001,1000002,5
1500100001,1000003,137
1500100001,1000004,29
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1500100965,1000002,80
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1500100965,1000004,3
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1500100965,1000006,73
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1500100970,1000001,90
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1500100970,1000003,118
1500100970,1000007,39
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1500100971,1000004,90
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1500100973,1000004,47
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1500100974,1000001,108
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1500100974,1000003,15
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1500100975,1000001,101
1500100975,1000002,137
1500100975,1000003,65
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1500100975,1000008,54
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1500100976,1000001,59
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1500100976,1000003,131
1500100976,1000004,64
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1500100981,1000003,137
1500100981,1000004,21
1500100981,1000005,40
1500100981,1000006,16
1500100982,1000001,34
1500100982,1000002,69
1500100982,1000003,35
1500100982,1000007,85
1500100982,1000008,80
1500100982,1000009,29
1500100983,1000001,82
1500100983,1000002,54
1500100983,1000003,61
1500100983,1000007,77
1500100983,1000008,95
1500100983,1000009,0
1500100984,1000001,24
1500100984,1000002,127
1500100984,1000003,37
1500100984,1000007,31
1500100984,1000008,86
1500100984,1000009,5
1500100985,1000001,15
1500100985,1000002,26
1500100985,1000003,36
1500100985,1000004,39
1500100985,1000005,46
1500100985,1000006,81
1500100986,1000001,24
1500100986,1000002,109
1500100986,1000003,98
1500100986,1000004,2
1500100986,1000005,70
1500100986,1000006,85
1500100987,1000001,143
1500100987,1000002,128
1500100987,1000003,142
1500100987,1000004,36
1500100987,1000005,6
1500100987,1000006,44
1500100988,1000001,4
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1500100989,1000001,37
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1500100989,1000003,52
1500100989,1000007,81
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1500100989,1000009,41
1500100990,1000001,52
1500100990,1000002,115
1500100990,1000003,133
1500100990,1000007,75
1500100990,1000008,17
1500100990,1000009,30
1500100991,1000001,0
1500100991,1000002,33
1500100991,1000003,26
1500100991,1000007,0
1500100991,1000008,16
1500100991,1000009,1
1500100992,1000001,118
1500100992,1000002,47
1500100992,1000003,104
1500100992,1000007,67
1500100992,1000008,46
1500100992,1000009,25
1500100993,1000001,62
1500100993,1000002,89
1500100993,1000003,59
1500100993,1000007,82
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1500100994,1000001,91
1500100994,1000002,19
1500100994,1000003,74
1500100994,1000007,52
1500100994,1000008,23
1500100994,1000009,51
1500100995,1000001,9
1500100995,1000002,103
1500100995,1000003,4
1500100995,1000007,26
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1500100995,1000009,13
1500100996,1000001,43
1500100996,1000002,66
1500100996,1000003,135
1500100996,1000004,85
1500100996,1000005,9
1500100996,1000006,17
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1500100999,1000004,48
1500100999,1000005,41
1500100999,1000006,10
1500101000,1000001,100
1500101000,1000002,78
1500101000,1000003,81
1500101000,1000007,5
1500101000,1000008,87
1500101000,1000009,28

统计性别人数Demo2GenderCnt

准备工作将数据.txt文件上传到Linux本地

统计性别人数

packagecom.liangzai.MapReduce;importorg.apache.hadoop.conf.Configuration;importorg.apache.hadoop.fs.FileSystem;importorg.apache.hadoop.fs.Path;importorg.apache.hadoop.io.IntWritable;importorg.apache.hadoop.io.LongWritable;importorg.apache.hadoop.io.Text;importorg.apache.hadoop.mapreduce.Job;importorg.apache.hadoop.mapreduce.Mapper;importorg.apache.hadoop.mapreduce.Reducer;importorg.apache.hadoop.mapreduce.lib.input.FileInputFormat;importorg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;importjava.io.IOException;publicclassDemo2GenderCnt{// Map端publicstaticclassMyMapperextendsMapper<LongWritable,Text,Text,IntWritable>{@Overrideprotectedvoidmap(LongWritable key,Text value,Mapper<LongWritable,Text,Text,IntWritable>.Context context)throwsIOException,InterruptedException{// 将数据以逗号进行切分String[] splits = value.toString().split(",");// 取出年龄String gender = splits[3];// 以性别作为key ，1作为value
            context.write(newText(gender),newIntWritable(1));}}// Reduce 端publicstaticclassMyReducerextendsReducer<Text,IntWritable,Text,IntWritable>{@Overrideprotectedvoidreduce(Text key,Iterable<IntWritable> values,Reducer<Text,IntWritable,Text,IntWritable>.Context context)throwsIOException,InterruptedException{// 定义变量统计人数int cnt =0;// 统计性别人数for(IntWritable value : values){
                cnt += value.get();}
            context.write(key,newIntWritable(cnt));}}// Driver端publicstaticvoidmain(String[] args)throwsIOException,InterruptedException,ClassNotFoundException{// 创建配置文件Configuration conf =newConfiguration();// 创建一个Job实例Job job =Job.getInstance(conf);// 对Job进行一些简单的配置
        job.setJobName("Demo2GenderCnt");// 通过class类设置运行Job时该执行哪一个类
        job.setJarByClass(Demo2GenderCnt.class);// 对Map端进行配置// 对Map端输出的Key的类型进行配置
        job.setMapperClass(MyMapper.class);// 对Map端输出的Value的类型进行配置
        job.setMapOutputKeyClass(Text.class);// 配置Map任务该运行哪一个类
        job.setMapOutputValueClass(IntWritable.class);// 对Reduce端进行配置// 对Reduce端输出的Key的类型进行配置
        job.setReducerClass(MyReducer.class);// 对Reduce端输出的Value的类型进行配置
        job.setMapOutputKeyClass(Text.class);// 配置Reduce任务该运行哪一个类
        job.setMapOutputValueClass(IntWritable.class);// 配置输出路径FileInputFormat.addInputPath(job,newPath("/student/input"));// 输出路径不需要提前创建，如果该目录已存在则会报错// 通过HDFS的JavaAPI判断输出路径是否存在Path outPath =newPath("/student/output");FileSystem fs =FileSystem.get(conf);if(fs.exists(outPath)){
            fs.delete(outPath,true);}FileOutputFormat.setOutputPath(job,outPath);// 等待job运行完成
        job.waitForCompletion(true);/**
         * 1、准备数据，将students.txt上传至HDFS的/student/input目录下面
         * hdfs dfs -mkdir -p /student/input
         * hdfs dfs -put students.txt /student/input/
         * 2、提交MapReduce任务
         * hadoop jar Hadoop-1.0.jar com.shujia.MapReduce.Demo2GenderCnt
         * 3、查看日志、杀死任务
         * yarn logs -applicationId application_1644553768092_0003
         * yarn application -kill application_1644553768092_0003
         */}}

打jar包

上传到HDFS

hdfs dfs -mkdir -p /student/input
hdfs dfs -put students.txt /student/input/

提交MapReduce任务

hadoop jar Hadoop-1.0.jar com.shujia.MapReduce.Demo2GenderCnt

查看yarn运行状态及日志信息

查看输出结果

hdfs dfs -cat /student/output/part-r-00000
hadoop fs -cat /student/output/part-r-00000

输出结果：

女    493
男    507

统计学生总分Demo03SunScore

packagecom.liangzai.MapReduce;importorg.apache.hadoop.conf.Configuration;importorg.apache.hadoop.fs.FileSystem;importorg.apache.hadoop.fs.Path;importorg.apache.hadoop.io.IntWritable;importorg.apache.hadoop.io.LongWritable;importorg.apache.hadoop.io.Text;importorg.apache.hadoop.mapreduce.Job;importorg.apache.hadoop.mapreduce.Mapper;importorg.apache.hadoop.mapreduce.Reducer;importorg.apache.hadoop.mapreduce.lib.input.FileInputFormat;importorg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;importjava.io.IOException;publicclassDemo03SunScore{// Map端publicstaticclassMyMapperextendsMapper<LongWritable,Text,LongWritable,IntWritable>{@Overrideprotectedvoidmap(LongWritable key,Text value,Mapper<LongWritable,Text,LongWritable,IntWritable>.Context context)throwsIOException,InterruptedException{// 按照逗号进行切分String[] splits = value.toString().split(",");// 取出学生Id编号String id = splits[0];// 取出学生分数String socre = splits[2];// 以id作为Key，分数score作为Value
            context.write(newLongWritable(Long.parseLong(id)),newIntWritable(Integer.parseInt(socre)));}}// Reduce端publicstaticclassMyReduceextendsReducer<LongWritable,IntWritable,LongWritable,IntWritable>{@Overrideprotectedvoidreduce(LongWritable key,Iterable<IntWritable> values,Reducer<LongWritable,IntWritable,LongWritable,IntWritable>.Context context)throwsIOException,InterruptedException{int sumScore =0;// 统计学生总分for(IntWritable value : values){
                sumScore += value.get();}
            context.write(key,newIntWritable(sumScore));}}// Driver端publicstaticvoidmain(String[] args)throwsIOException,InterruptedException,ClassNotFoundException{// 创建配置文件Configuration conf =newConfiguration();// 创建Job实例Job job =Job.getInstance(conf);// 对Job进行一些简单的配置
        job.setJobName("Demo03SunScore");// 通过class类设置运行Job该执行哪一个类
        job.setJarByClass(Demo03SunScore.class);// 对Map端进行配置// 配置Map任务该运行哪一个类
        job.setMapperClass(MyMapper.class);// 对Map输出的Key的类型进行配置
        job.setOutputKeyClass(LongWritable.class);// 对Map输出的Value的类型进行配置
        job.setMapOutputValueClass(IntWritable.class);// 对Reduce端进行配置// 配置reduce任务该运行哪一个类
        job.setReducerClass(MyReduce.class);// 对Reduce输出的Key的类型进行配置
        job.setOutputKeyClass(LongWritable.class);// 对Reduce输出的Value的类型进行配置
        job.setMapOutputValueClass(IntWritable.class);// 配置输入输出路径// hdfs dfs -mkdir -p /student/socre/inputFileInputFormat.addInputPath(job,newPath("/student/score/input"));// 输出路径不需要提前创建，如果该目录已存在则会报错// 通过HDFS的JavaAPI判断输出路径是否存在Path outPath =newPath("/student/score/output");FileSystem fs =FileSystem.get(conf);if(fs.exists(outPath)){
            fs.delete(outPath,true);}FileOutputFormat.setOutputPath(job, outPath);// 等待job运行完成
        job.waitForCompletion(true);/**
         * 1、准备数据，将students.txt上传至HDFS的/student/input目录下面
         * hdfs dfs -mkdir -p /student/score/input
         * hdfs dfs -put score.txt /student/score/input/
         * 2、提交MapReduce任务
         * hadoop jar Hadoop-1.0.jar com.shujia.MapReduce.Demo3SumScore
         * 3、查看日志、杀死任务
         * yarn logs -applicationId application_1644553768092_0005
         * yarn application -kill application_1644553768092_0005
         * 4、查看任务
         * hdfs dfs -cat /student/score/output/part-r-00000
         */}}

1、准备数据

准备数据，将students.txt上传至HDFS的/student/input目录下面
hdfs dfs -mkdir -p /student/score/input
 hdfs dfs -put score.txt /student/score/input/

2、提交MapReduce任务

hadoop jar Hadoop-1.0.jar com.shujia.MapReduce.Demo3SumScore

3、查看日志、杀死任务

yarn logs -applicationId application_1644553768092_0005
yarn application -kill application_1644553768092_0005

4、查看任务

hdfs dfs -cat /student/score/output/part-r-00000

两表关联(根据内容关联)

在Map端完成关联，取出对应的Key即可

packagecom.liangzai.MapReduce;importorg.apache.hadoop.conf.Configuration;importorg.apache.hadoop.fs.FileSystem;importorg.apache.hadoop.fs.Path;importorg.apache.hadoop.io.LongWritable;importorg.apache.hadoop.io.Text;importorg.apache.hadoop.mapreduce.Job;importorg.apache.hadoop.mapreduce.Mapper;importorg.apache.hadoop.mapreduce.Reducer;importorg.apache.hadoop.mapreduce.lib.input.FileInputFormat;importorg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;importjava.io.IOException;publicclassDemo4Join{publicstaticclassMyMapperextendsMapper<LongWritable,Text,LongWritable,Text>{// Map端@Overrideprotectedvoidmap(LongWritable key,Text value,Mapper<LongWritable,Text,LongWritable,Text>.Context context)throwsIOException,InterruptedException{// 区分value到底是哪个文件的数据String v = value.toString();if(v.contains(",")){// 学生数据String[] stuSplits = v.split(",");long id =Long.parseLong(stuSplits[0]);String name = stuSplits[1];String clazz = stuSplits[4];
                context.write(newLongWritable(id),newText(name +","+ clazz +"|"));}else{// 总分数据String[] sumScoreSplit = v.split("\t");
                context.write(newLongWritable(Long.parseLong(sumScoreSplit[0])),newText(sumScoreSplit[1]+"#"));}}}// Reduce端publicstaticclassMyReducerextendsReducer<LongWritable,Text,LongWritable,Text>{@Overrideprotectedvoidreduce(LongWritable key,Iterable<Text> values,Reducer<LongWritable,Text,LongWritable,Text>.Context context)throwsIOException,InterruptedException{String stuV ="";String sumScoreV ="";for(Text value : values){String v = value.toString();if(v.contains("|")){// 学生数据
                    stuV = v.replace("|","");}else{// 总分数据
                    sumScoreV = v.replace("#","");}}
            context.write(key,newText(stuV +","+ sumScoreV));}}// Driver端publicstaticvoidmain(String[] args)throwsIOException,InterruptedException,ClassNotFoundException{Configuration conf =newConfiguration();// 设置MapReduce输出的K-V的分隔符
        conf.set("mapred.textoutputformat.separator",",");Job job =Job.getInstance(conf);
        job.setJobName("Demo4Join");
        job.setJarByClass(Demo4Join.class);

        job.setMapperClass(MyMapper.class);
        job.setMapOutputKeyClass(LongWritable.class);
        job.setMapOutputValueClass(Text.class);

        job.setReducerClass(MyReducer.class);
        job.setOutputKeyClass(LongWritable.class);
        job.setOutputValueClass(Text.class);// 配置输入输出路径FileInputFormat.addInputPath(job,newPath("/student/input"));FileInputFormat.addInputPath(job,newPath("/student/score/output"));// 输出路径不需要提前创建，如果该目录已存在则会报错// 通过HDFS的JavaAPI判断输出路径是否存在Path outPath =newPath("/student/join/output");FileSystem fs =FileSystem.get(conf);if(fs.exists(outPath)){
            fs.delete(outPath,true);}FileOutputFormat.setOutputPath(job, outPath);// 等待job运行完成
        job.waitForCompletion(true);/**
         * 创建目录
         * hdfs dfs -mkdir -p /student/join/output
         * 提交任务
         * hadoop jar Hadoop-1.0.jar com.shujia.MapReduce.Demo4Join
         */}}

1、创建目录

hdfs dfs -mkdir -p /student/join/output

2、提交MapReduce任务

3、查看运行结果

到底啦！觉得靓仔的文章对你学习Hadoop有所帮助的话，关注我吧！q(≧▽≦q)