原文:Spark2 Dataset多維度統計cube與rollup

val df spark.sql select gender,children,max age ,avg age ,count age from Affairs group by Cube gender,children order by , df .show gender children max age avg age count age null null . . null no . . ...

2016-11-25 18:23 1 2709 推薦指數:

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Spark2 Dataset之視圖與SQL

// 創建視圖 data.createOrReplaceTempView("Affairs") val df1 = spark.sql("SELECT * FROM Affairs WHERE age BETWEEN 20 AND 25") df1 ...

Sat Nov 26 01:01:00 CST 2016 0 2006
Spark2 Dataset聚合操作

data.groupBy("gender").agg(count($"age"),max($"age").as("maxAge"), avg($"age").as("avgAge")).show ...

Sat Nov 26 00:56:00 CST 2016 0 3666
Spark2 DataSet 創建新行之flatMap

val dfList = List(("Hadoop", "Java,SQL,Hive,HBase,MySQL"), ("Spark", "Scala,SQL,DataSet,MLlib,GraphX")) dfList: List[(String, String)] = List ...

Tue Nov 29 03:05:00 CST 2016 0 4532
Spark2 Dataset去重、差集、交集

import org.apache.spark.sql.functions._ // 對整個DataFrame的數據去重 data.distinct() data.dropDuplicates() // 對指定列的去重 val colArray=Array ...

Sat Nov 26 00:20:00 CST 2016 0 13165
Spark2 Dataset持久化存儲級別StorageLevel

import org.apache.spark.storage.StorageLevel // 數據持久緩存到內存中//data.cache()data.persist() // 設置緩存級別data.persist(StorageLevel.DISK_ONLY) // 清除緩存 ...

Fri Nov 25 23:40:00 CST 2016 0 6230
Spark2 Dataset行列操作和執行計划

  Dataset是一個強類型的特定領域的對象,這種對象可以函數式或者關系操作並行地轉換。每個Dataset也有一個被稱為一個DataFrame的類型化視圖,這種DataFrame是Row類型的Dataset,即Dataset[Row]  Dataset是“懶惰”的,只在執行行動操作時觸發計算 ...

Fri Nov 25 22:21:00 CST 2016 0 15584
 
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