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銆奌adoop鎶€鏈唴騫曪細(xì)娣卞叆瑙ｆ瀽MapReduce鏋舵瀯璁捐涓庡疄鐜板師鐞嗐€婸DF 涓嬭澆

杞澆鑷細(xì)https://download.csdn.net/download/singgel/10629200

涓嬭澆鍦板潃錛?/strong>

鐗堟潈褰掑嚭鐗堢ぞ鍜屽師浣滆€呮墍鏈夛紝閾炬帴宸插垹闄わ紝璇瘋喘涔版鐗?/b>

鐢?shù)瀛愮増浠呬緵棰勮锛屾敮鎸佹鐗堝Q屽枩嬈㈢殑璇瘋喘涔版鐗堜功綾嶏細(xì)銆奌adoop鎶€鏈唴騫曪細(xì)娣卞叆瑙ｆ瀽MapReduce鏋舵瀯璁捐涓庡疄鐜板師鐞嗐€?/a>

鍥句功綆€浠嬶細(xì)
“Hadoop鎶€鏈唴騫?rdquo;鍏變袱鍐岋紝鍒嗗埆浠庢簮浠ｇ爜鐨勮搴﹀“Common+HDFS”鍜?ldquo;MapReduce鐨勬灦鏋勮璁″拰瀹炵幇鍘熺悊”榪涜浜?jiǎn)鏋佷给櫙l嗙殑鍒嗘瀽銆傘€奌adoop鎶€鏈唴騫曪細(xì)娣卞叆瑙ｆ瀽MapReduce鏋舵瀯璁捐涓庡疄鐜板師鐞嗐€嬬敱Hadoop棰嗗煙璧勬繁鐨勫疄璺佃€呬翰鑷墽絎旓紝棣栧厛浠嬬粛浜?jiǎn)MapReduce鐨勮璁＄悊蹇靛拰緙栫▼妯″瀷錛岀劧鍚庝粠婧愪唬鐮佺殑瑙掑害娣卞叆鍒嗘瀽浜?jiǎn)RPC妗嗘灦銆佸鎴風(fēng)銆丣obTracker銆乀askTracker鍜孴ask絳塎apReduce榪愯鏃剁幆澧冪殑鏋舵瀯璁捐涓庡疄鐜板師鐞嗭紝鏈€鍚庝粠瀹為檯搴旂敤鐨勮搴︽繁鍏ヨ瑙ｄ簡(jiǎn)Hadoop鐨勬€ц兘浼樺寲銆佸畨鍏ㄦ満鍒躲€佸鐢ㄦ埛浣滀笟璋冨害鍣ㄥ拰涓嬩竴浠apReduce妗嗘灦絳夐珮綰т富棰樺拰鍐呭銆傛湰涔﹂€傚悎Hadoop鐨勪簩嬈″紑鍙戜漢鍛樸€佸簲鐢ㄥ紑鍙戝伐紼嬪笀銆佽繍緇村伐紼嬪笀闃呰銆?/span>

鐩稿叧鎴浘錛?br />

鍥句功鐩綍錛?/strong>
鍓嶈█
絎竴閮ㄥ垎銆€鍩虹綃?/span>
絎?绔犮€€闃呰婧愪唬鐮佸墠鐨勫噯澶?/span>
1.1銆€鍑嗗婧愪唬鐮佸涔?fàn)鐜?/span>
1.1.1銆€鍩虹杞歡涓嬭澆
1.1.2銆€濡備綍鍑嗗Windows鐜
1.1.3銆€濡備綍鍑嗗Linux鐜
1.2銆€鑾峰彇Hadoop婧愪唬鐮?/span>
1.3銆€鎼緩Hadoop婧愪唬鐮侀槄璇葷幆澧?/span>
1.3.1銆€鍒涘緩Hadoop宸ョ▼
1.3.2銆€Hadoop婧愪唬鐮侀槄璇繪妧宸?/span>
1.4銆€Hadoop婧愪唬鐮佺粍緇囩粨鏋?/span>
1.5銆€Hadoop鍒濅綋楠?/span>
1.5.1銆€鍚姩Hadoop
1.5.2銆€Hadoop Shell浠嬬粛
1.5.3銆€Hadoop Eclipse鎻掍歡浠嬬粛
1.6銆€緙栬瘧鍙?qiáng)璋冭瘯Hadoop婧愪唬鐮?/span>
1.6.1銆€緙栬瘧Hadoop婧愪唬鐮?/span>
1.6.2銆€璋冭瘯Hadoop婧愪唬鐮?/span>
1.7銆€灝忕粨
絎?绔犮€€MapReduce璁捐鐞嗗康涓庡熀鏈灦鏋?/span>
2.1銆€Hadoop鍙戝睍鍙?/span>
2.1.1銆€Hadoop浜х敓鑳屾櫙
2.1.2銆€Apache Hadoop鏂扮増鏈殑鐗規(guī)€?/span>
2.1.3銆€Hadoop鐗堟湰鍙樿縼
2.2銆€Hadoop MapReduce璁捐鐩爣
2.3銆€MapReduce緙栫▼妯″瀷姒傝堪
2.3.1銆€MapReduce緙栫▼妯″瀷綆€浠?/span>
2.3.2銆€MapReduce緙栫▼瀹炰緥
2.4銆€Hadoop鍩烘湰鏋舵瀯
2.4.1銆€HDFS鏋舵瀯
2.4.2銆€Hadoop MapReduce鏋舵瀯
2.5銆€Hadoop MapReduce浣滀笟鐨勭敓鍛藉懆鏈?/span>
2.6銆€灝忕粨
絎簩閮ㄥ垎銆€MapReduce緙栫▼妯″瀷綃?/span>
絎?绔犮€€MapReduce緙栫▼妯″瀷
3.1銆€MapReduce緙栫▼妯″瀷姒傝堪
3.1.1銆€MapReduce緙栫▼鎺ュ彛浣撶郴緇撴瀯
3.1.2銆€鏂版棫MapReduce API姣旇緝
3.2銆€MapReduce API鍩烘湰姒傚康
3.2.1銆€搴忓垪鍖?/span>
3.2.2銆€Reporter鍙傛暟
3.2.3銆€鍥炶皟鏈哄埗
3.3銆€Java API瑙ｆ瀽
3.3.1銆€浣滀笟閰嶇疆涓庢彁浜?/span>
3.3.2銆€InputFormat鎺ュ彛鐨勮璁′笌瀹炵幇
3.3.3銆€OutputFormat鎺ュ彛鐨勮璁′笌瀹炵幇
3.3.4銆€Mapper涓嶳educer瑙ｆ瀽
3.3.5銆€Partitioner鎺ュ彛鐨勮璁′笌瀹炵幇
3.4銆€闈濲ava API瑙ｆ瀽
3.4.1銆€Hadoop Streaming鐨勫疄鐜板師鐞?/span>
3.4.2銆€Hadoop Pipes鐨勫疄鐜板師鐞?/span>
3.5銆€Hadoop宸ヤ綔嫻?/span>
3.5.1銆€JobControl鐨勫疄鐜板師鐞?/span>
3.5.2銆€ChainMapperChainReducer鐨勫疄鐜板師鐞?/span>
3.5.3銆€Hadoop宸ヤ綔嫻佸紩鎿?/span>
3.6銆€灝忕粨
絎笁閮ㄥ垎銆€MapReduce鏍稿績(jī)璁捐綃?/span>
絎?绔犮€€Hadoop RPC妗嗘灦瑙ｆ瀽
4.1銆€Hadoop RPC妗嗘灦姒傝堪
4.2銆€Java鍩虹鐭ヨ瘑
4.2.1銆€Java鍙嶅皠鏈哄埗涓庡姩鎬佷唬鐞?/span>
4.2.2銆€Java緗戠粶緙栫▼
4.2.3銆€Java NIO
4.3銆€Hadoop RPC鍩烘湰妗嗘灦鍒嗘瀽
4.3.1銆€RPC鍩烘湰姒傚康
4.3.2銆€Hadoop RPC鍩烘湰妗嗘灦
4.3.3銆€闆嗘垚鍏朵粬寮€婧怰PC妗嗘灦
4.4銆€MapReduce閫氫俊鍗忚鍒嗘瀽
4.4.1銆€MapReduce 閫氫俊鍗忚姒傝堪
4.4.2銆€JobSubmissionProtocol閫氫俊鍗忚
4.4.3銆€InterTrackerProtocol閫氫俊鍗忚
4.4.4銆€TaskUmbilicalProtocol閫氫俊鍗忚
4.4.5銆€鍏朵粬閫氫俊鍗忚
4.5銆€灝忕粨
絎?绔犮€€浣滀笟鎻愪氦涓庡垵濮嬪寲榪囩▼鍒嗘瀽
5.1銆€浣滀笟鎻愪氦涓庡垵濮嬪寲姒傝堪
5.2銆€浣滀笟鎻愪氦榪囩▼璇﹁В
5.2.1銆€鎵цShell鍛戒護(hù)
5.2.2銆€浣滀笟鏂囦歡涓婁紶
5.2.3銆€浜х敓InputSplit鏂囦歡
5.2.4銆€浣滀笟鎻愪氦鍒癑obTracker
5.3銆€浣滀笟鍒濆鍖栬繃紼嬭瑙?/span>
5.4銆€Hadoop DistributedCache鍘熺悊鍒嗘瀽
5.4.1銆€浣跨敤鏂規(guī)硶浠嬬粛
5.4.2銆€宸ヤ綔鍘熺悊鍒嗘瀽
5.5銆€灝忕粨
絎?绔犮€€JobTracker鍐呴儴瀹炵幇鍓栨瀽
6.1銆€JobTracker姒傝堪
6.2銆€JobTracker鍚姩榪囩▼鍒嗘瀽
6.2.1銆€JobTracker鍚姩榪囩▼姒傝堪
6.2.2銆€閲嶈瀵硅薄鍒濆鍖?/span>
6.2.3銆€鍚勭綰跨▼鍔熻兘
6.2.4銆€浣滀笟鎭㈠
6.3銆€蹇?jī)锜╂帴鏀朵笌搴斀{?/span>
6.3.1銆€鏇存柊鐘舵€?/span>
6.3.2銆€涓嬭揪鍛戒護(hù)
6.4銆€Job鍜孴ask榪愯鏃朵俊鎭淮鎶?/span>
6.4.1銆€浣滀笟鎻忚堪妯″瀷
6.4.2銆€JobInProgress
6.4.3銆€TaskInProgress
6.4.4銆€浣滀笟鍜屼換鍔＄姸鎬佽漿鎹㈠浘
6.5銆€瀹歸敊鏈哄埗
6.5.1銆€JobTracker瀹歸敊
6.5.2銆€TaskTracker瀹歸敊
6.5.3銆€JobTask瀹歸敊
6.5.4銆€Record瀹歸敊
6.5.5銆€紓佺洏瀹歸敊
6.6銆€浠誨姟鎺ㄦ祴鎵ц鍘熺悊
6.6.1銆€璁＄畻妯″瀷鍋囪
6.6.2銆€1.0.0鐗堟湰鐨勭畻娉?/span>
6.6.3銆€0.21.0鐗堟湰鐨勭畻娉?/span>
6.6.4銆€2.0鐗堟湰鐨勭畻娉?/span>
6.7銆€Hadoop璧勬簮綆＄悊
6.7.1銆€浠誨姟璋冨害妗嗘灦鍒嗘瀽
6.7.2銆€浠誨姟閫夋嫨絳栫暐鍒嗘瀽
6.7.3銆€FIFO璋冨害鍣ㄥ垎鏋?/span>
6.7.4銆€Hadoop璧勬簮綆＄悊浼樺寲
6.8銆€灝忕粨
絎?绔犮€€TaskTracker鍐呴儴瀹炵幇鍓栨瀽
7.1銆€TaskTracker姒傝堪
7.2銆€TaskTracker鍚姩榪囩▼鍒嗘瀽
7.2.1銆€閲嶈鍙橀噺鍒濆鍖?/span>
7.2.2銆€閲嶈瀵硅薄鍒濆鍖?/span>
7.2.3銆€榪炴帴JobTracker
7.3銆€蹇?jī)锜╂満鍒?/span>
7.3.1銆€鍗曟蹇?jī)锜╁彂閫?/span>
7.3.2銆€鐘舵€佸彂閫?/span>
7.3.3銆€鍛戒護(hù)鎵ц
7.4銆€TaskTracker琛屼負(fù)鍒嗘瀽
7.4.1銆€鍚姩鏂頒換鍔?/span>
7.4.2銆€鎻愪氦浠誨姟
7.4.3銆€鏉€姝諱換鍔?/span>
7.4.4銆€鏉€姝諱綔涓?/span>
7.4.5銆€閲嶆柊鍒濆鍖?/span>
7.5銆€浣滀笟鐩綍綆＄悊
7.6銆€鍚姩鏂頒換鍔?/span>
7.6.1銆€浠誨姟鍚姩榪囩▼鍒嗘瀽
7.6.2銆€璧勬簮闅旂鏈哄埗
7.7銆€灝忕粨
絎?绔犮€€Task榪愯榪囩▼鍒嗘瀽
8.1銆€Task榪愯榪囩▼姒傝堪
8.2銆€鍩烘湰鏁版嵁緇撴瀯鍜岀畻娉?/span>
8.2.1銆€IFile瀛樺偍鏍煎紡
8.2.2銆€鎺掑簭
8.2.3銆€Reporter
8.3銆€Map Task鍐呴儴瀹炵幇
8.3.1銆€Map Task鏁翠綋嫻佺▼
8.3.2銆€Collect榪囩▼鍒嗘瀽
8.3.3銆€Spill榪囩▼鍒嗘瀽
8.3.4銆€Combine榪囩▼鍒嗘瀽
8.4銆€Reduce Task鍐呴儴瀹炵幇
8.4.1銆€Reduce Task鏁翠綋嫻佺▼
8.4.2銆€Shuffle鍜孧erge闃舵鍒嗘瀽
8.4.3銆€Sort鍜孯educe闃舵鍒嗘瀽
8.5銆€MapReduce Task浼樺寲
8.5.1銆€鍙傛暟璋冧紭
8.5.2銆€緋葷粺浼樺寲
8.6銆€灝忕粨
絎洓閮ㄥ垎銆€MapReduce楂樼駭綃?/span>
絎?绔犮€€Hadoop鎬ц兘璋冧紭
9.1銆€姒傝堪
9.2銆€浠庣鐞嗗憳瑙掑害榪涜璋冧紭
9.2.1銆€紜歡閫夋嫨
9.2.2銆€鎿嶄綔緋葷粺鍙傛暟璋冧紭
9.2.3銆€JVM鍙傛暟璋冧紭
9.2.4銆€Hadoop鍙傛暟璋冧紭
9.3銆€浠庣敤鎴瘋搴﹁繘琛岃皟浼?/span>
9.3.1銆€搴旂敤紼嬪簭緙栧啓瑙勮寖
9.3.2銆€浣滀笟綰у埆鍙傛暟璋冧紭
9.3.3銆€浠誨姟綰у埆鍙傛暟璋冧紭
9.4銆€灝忕粨
絎?0绔犮€€Hadoop澶氱敤鎴蜂綔涓氳皟搴﹀櫒
10.1銆€澶氱敤鎴瘋皟搴﹀櫒浜х敓鑳屾櫙
10.2銆€HOD
10.2.1銆€Torque璧勬簮綆＄悊鍣?/span>
10.2.2銆€HOD浣滀笟璋冨害
10.3銆€Hadoop闃熷垪綆＄悊鏈哄埗
10.4銆€Capacity Scheduler瀹炵幇
10.4.1銆€Capacity Scheduler鍔熻兘浠嬬粛
10.4.2銆€Capacity Scheduler瀹炵幇
10.4.3銆€澶氬眰闃熷垪璋冨害
10.5銆€Fair Scheduler瀹炵幇
10.5.1銆€Fair Scheduler鍔熻兘浠嬬粛
10.5.2銆€Fair Scheduler瀹炵幇
10.5.3銆€Fair Scheduler涓嶤apacity Scheduler瀵規(guī)瘮
10.6銆€鍏朵粬Hadoop璋冨害鍣ㄤ粙緇?/span>
10.7銆€灝忕粨
絎?1绔犮€€Hadoop瀹夊叏鏈哄埗
11.1銆€Hadoop瀹夊叏鏈哄埗姒傝堪
11.1.1銆€Hadoop闈復(fù)鐨勫畨鍏ㄩ棶棰?/span>
11.1.2銆€Hadoop瀵瑰畨鍏ㄦ柟闈㈢殑闇€姹?/span>
11.1.3銆€Hadoop瀹夊叏璁捐鍩烘湰鍘熷垯
11.2銆€鍩虹鐭ヨ瘑
11.2.1銆€瀹夊叏璁よ瘉鏈哄埗
11.2.2銆€Kerberos浠嬬粛
11.3銆€Hadoop瀹夊叏鏈哄埗瀹炵幇
11.3.1銆€RPC
11.3.2銆€HDFS
11.3.3銆€MapReduce
11.3.4銆€涓婂眰鏈嶅姟
11.4銆€搴旂敤鍦烘櫙鎬葷粨
11.4.1銆€鏂囦歡瀛樺彇
11.4.2銆€浣滀笟鎻愪氦涓庤繍琛?/span>
11.4.3銆€涓婂眰涓棿浠惰闂瓾adoop
11.5銆€灝忕粨
絎?2绔犮€€涓嬩竴浠apReduce妗嗘灦
12.1銆€絎竴浠apReduce妗嗘灦鐨勫眬闄愭€?/span>
12.2銆€涓嬩竴浠apReduce妗嗘灦姒傝堪
12.2.1銆€鍩烘湰璁捐鎬濇兂
12.2.2銆€璧勬簮緇熶竴綆＄悊騫沖彴
12.3銆€Apache YARN
12.3.1銆€Apache YARN鍩烘湰妗嗘灦
12.3.2銆€Apache YARN宸ヤ綔嫻佺▼
12.3.3銆€Apache YARN璁捐緇嗚妭
12.3.4銆€MapReduce涓嶻ARN緇撳悎
12.4銆€Facebook Corona
12.4.1銆€Facebook Corona鍩烘湰妗嗘灦
12.4.2銆€Facebook Corona宸ヤ綔嫻佺▼
12.4.3銆€YARN涓嶤orona瀵規(guī)瘮
12.5銆€Apache Mesos
12.5.1銆€Apache Mesos鍩烘湰妗嗘灦
12.5.2銆€Apache Mesos璧勬簮鍒嗛厤
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