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Learning spark--use Spark-shell to run Word Count

count the number of occurrences of each word in the Spark directory readme.md this file:First give the complete code, convenient for everyone to have a whole idea:val textFile = sc.textFile("file:/data/install/spark-2.0.0-bin-hadoop2.7/README.md")val wordCounts = textFile.flatMap(line => line.split(" ")).map(word => (

Spark Large Data Chinese word segmentation statistics (c) Scala language to achieve word segmentation statistics __spark

Java version of the spark large data Chinese word segmentation Statistics program completed, after a week of effort, the Scala version of the spark Large data Chinese Word segmentation Statistics program also got out, here to share to you want to learn spark friends. The fol

Spark Big Data Chinese Word segmentation Statistics (iii) Scala language implementation segmentation statistics

The Java version of the spark Big Data Chinese word Segmentation Statistics program was completed, and after a week of effort, the Scala version of the sparkBig Data Chinese Word segmentation Statistics program also made out, here to share to you want to learn spark friends.The following is the final interface of the p

III. Spark Primer: 5 most-used word found in text, excluding commonly used discontinued words

Package Com.yl.wordcountImport Java.io.FileImport Org.apache.spark. {sparkconf, Sparkcontext}Import Scala.collection.IteratorImport Scala.io.Source/*** WordCount to sort and exclude discontinued words*/Object Wordcountstopwords {def main (args:array[string]) {Val conf = new sparkconf (). Setmaster ("spark://localhost:7077"). Setappname ("WordCount")Val sc = new Sparkcontext (conf)Val outFile = "/users/admin/spark

Photoshop quick to make super cool metal spark word tips

Tutorial text effect production process is more complex, need to make more parts: such as background, hollow word, metal relief, sparks and so on. Hollow word and spark part is a bit complicated, need to according to the author's hints slowly set parameters, make sure to have patience. Final effect 1, new 1024*786px size document, pull radial grad

Photoshop production of Festive 2015 New Year spark word

Spark word production methods are many, with the path and layer style production is relatively fast. Process: First check out the path or convert the text to a path, and then use the Set brush stroke path to get a preliminary spark, later use layer style to increase the flame effect.Final effect 1. Create a new 102

Spark Shell: 5 Most used word found in text

scala> val textfile = Sc.textfile ("/users/admin/spark-1.5.1-bin-hadoop2.4/readme.md") scala> val TopWord = Textfile.flatmap (_.split (")). Filter (!_.isempty). Map ((_,1). Reducebykey (_+_). Map{case (Word,count) = (count, Word)}.sortbykey (false) scala> Topword.take (5). foreach (println) Redult: (21,the)(14,spark)(1

Photoshop production of Festive 2015 New Year spark word

Spark word production methods are many, with the path and layer style production is relatively fast. Process: First check out the path or convert the text to a path, and then use the Set brush stroke path to get a preliminary spark, later use layer style to increase the flame effect. Final effect 1. Create a new 1024 * 1024 pixel resol

Spark Word Count

import org.apache.spark.{ sparkconf, Sparkcontext}object WordCount {def main (args:array[string]): Unit = { Val conf = new sparkconf (). Setappname ("WordCount" ) val sc = new Sparkcontext (conf) val lines = Sc.textfile (args (0 ) val WordCount = Lines.flatmap (_.split ("")). Map (x = = (x,1)). Reducebykey (_ + _ Val wordsort = wordcount.map (x = = (x._2,x._1)). Sortbykey (false ). Map ( x => 1 Spark-submit--class WordCount \>--master y

Using PS brush and stroke path to make spark word technique

background. 5, New Black text. Use a bold font with a size of 500 pixels. 6, double-click the text layer, add an outer glow. Change the blending mode to "light", color #a6dc6b, size 10, range 100%. 7, the fill value of the type layer is changed to 0%. Then the text will have a very subtle halo effect. 8. Right-click the text layer and select Create work path. 9. Download the Diamond Spark

Use Photoshop to create a cool metal spark word tutorial

, right-click to establish work path, set foreground color to #fff7e5, background color is #363636. Stroke path, right-click Delete Path, execute filter-twist-wave, change layer mode to dot light. 14, and then set the brush as follows.

(upgraded) Spark from beginner to proficient (Scala programming, Case combat, advanced features, spark core source profiling, Hadoop high end)

RDD, Spark SQL built-in functions, windowing functions, UDFs, Udaf,spark streaming Kafka Direct API, Updatestatebykey, transform, sliding windows , Foreachrdd performance optimizations, integration with Spark SQL, persistence, checkpoint, fault tolerance, and transactions. 7, multiple from the actual needs of the enterprise extraction of complex cases: daily UV

Photoshop makes a spark with a meteor word

The effect of the tutorial is really admirable, the method of making and tools are commonly used in our usual, but the effect is really unexpected. Whether the color or the effect of the picture is very real and vivid, really worthy of the works of the master. Adobe Illustrator may be required to make 3D-word effects, and no installation can be made directly using the author's diagram. Production version requirements for Photoshop CS2 and above versio

Spark Starter Combat Series--7.spark Streaming (top)--real-time streaming computing Spark streaming Introduction

("localhost",9999)//Split eachLine intoWordsval words = Lines.flatmap (_.split (" ")) Import org.apache.spark.streaming.streamingcontext._//Count eachWordinch eachBatchval pairs = Words.map (Word,1) Val wordcounts = Pairs.reducebykey (_ + _)//Print the FirstTen elements of eachRDD generatedinchThis DStream toThe Consolewordcounts.print () SSC.Start() //StartThe computationssc.awaittermination ()//Wait forThe computation toTerminate

Spark Starter Combat Series--2.spark Compilation and Deployment (bottom)--spark compile and install

spark://hadoop1:7077--executor-memory 512m--driver-memory 500m3.1.5 Running WordCount ScriptsHere is the execution script for WordCount, which is written in Scala, and the following is a one-line implementation:Scala>sc.textfile ("Hdfs://hadoop1:9000/user/hadoop/testdata/core-site.xml"). FlatMap (_.split ("")). Map (x=> (x,1)). Reducebykey (_+_). Map (x=> (x._2,x._1)). Sortbykey (FALSE). Map (x=> (x._2,x._1)). Take (10)In order to see the implementat

Spark Starter Combat Series--2.spark Compilation and Deployment (bottom)--spark compile and install

spark://hadoop1:7077--executor-memory 512m--driver-memory 500m3.1.5 Running WordCount ScriptsHere is the execution script for WordCount, which is written in Scala, and the following is a one-line implementation:Scala>sc.textfile ("Hdfs://hadoop1:9000/user/hadoop/testdata/core-site.xml"). FlatMap (_.split ("")). Map (x=> (x,1)). Reducebykey (_+_). Map (x=> (x._2,x._1)). Sortbykey (FALSE). Map (x=> (x._2,x._1)). Take (10)In order to see the implementat

Spark cultivation (advanced)-Spark beginners: Section 13th Spark Streaming-Spark SQL, DataFrame, and Spark Streaming

===========") wordCountsDataFrame. show ()}) ssc. start () ssc. awaitTermination () }}/ ** Case class for converting RDD to DataFrame */case class Record (word: String) /** Lazily instantiated singleton instance of SQLContext */object SQLContextSingleton {@ transient private var instance: SQLContext = _ def getInstance (sparkContext: SparkContext ): SQLContext = {if (instance = null) {instance = new SQLContext (sparkContext)} instance }} After

Spark cultivation Path (advanced)--spark Getting started to Mastery: 13th Spark Streaming--spark SQL, dataframe and spark streaming

RDD to DataFrame * / Case class Record(word:string) /** lazily instantiated Singleton instance of SqlContext * * Object Sqlcontextsingleton { @transient Private varInstance:sqlcontext = _defGetInstance (sparkcontext:sparkcontext): SqlContext = {if(Instance = =NULL) {instance =NewSqlContext (Sparkcontext)} instance}} After running the program, run the following command [Email protected]:~# NC-LK 9999Spark isaFast andGeneral Cluster Computingsystem forBig Data

Spark Streaming (top)--real-time flow calculation spark Streaming principle Introduction

]"). Setappname ("Networkwordcount") Val SSC = new StreamingContext (conf, Seconds (1)) Create a DStream that would connect to Hostname:port, like localhost:9999 Val lines = Ssc.sockettextstream ("localhost", 9999) Split each line into words Val words = Lines.flatmap (_.split ("")) Import Org.apache.spark.streaming.streamingcontext._ Count each word in each batch Val pairs = Words.map (Word = + (

[Spark Asia Pacific Research Institute Series] the path to spark practice-Chapter 1 building a spark cluster (step 4) (1)

. Next, read the "readme. md" file: We saved the read content to the file variable. In fact, file is a mappedrdd. In Spark code writing, everything is based on RDD; Next, we will filter out all the "spark" words from the read files. A filteredrdd is generated; Next, let's count the total number of "Spark" occurrences: From the execution results, w

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