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2025-01-16 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >
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Linux system: Ubuntu 16.04
Hadoop: 2.7.1
JDK: 1.8
Spark: 2.4.3
one。 Download the installation file
Http://spark.apache.org/downloads.html
Https://archive.apache.org/dist/spark/
Hadoop@dblab:/usr/local$ sudo wget http://mirror.bit.edu.cn/apache/spark/spark-2.4.3/spark-2.4.3-bin-hadoop2.7.tgz
Hadoop@dblab:/usr/local$ sudo tar-zxf spark-2.4.3-bin-hadoop2.7.tgz-C spark
Hadoop@dblab:/usr/local$ sudo chown-R hadoop:hadoop spark/
two。 Configure related files
Hadoop@dblab:/usr/local/spark$. / conf/spark-env.sh.template. / conf/spark-env.sh
Export SPARK_DIST_CLASSPATH=$ (/ usr/local/hadoop/bin/hadoop classpath)
# verify whether Spark is installed successfully
Hadoop@dblab:/usr/local/spark$ bin/run-example SparkPi
Pi is roughly 3.139035695178476
three。 Start Spark Shell
Hadoop@dblab:/usr/local/spark$. / bin/spark-shell
Welcome to
_
/ _ _ / _ / / _ _
_ / _ `/ _ _ /'_ /
/ _ _ /. _ _ /\ _, _ /\ _\ version 2.1.0
/ _ /
Using Scala version 2.11.8 (OpenJDK 64-Bit Server VM, Java 1.8.0,212)
Type in expressions to have them evaluated.
Type: help for more information.
Scala >
Scala > 8 / 2 / 5
Res0: Int = 21
four。 Read a file
1. Read local files
Hadoop@dblab:/usr/local/hadoop$. / sbin/start-dfs.sh
Scala > val textFile=sc.textFile ("file:///usr/local/spark/README.md")"
TextFile: org.apache.spark.rdd.RDD [String] = file:///usr/local/spark/README.md MapPartitionsRDD [1] at textFile at: 24
Scala > textFile.first ()
Res0: String = # Apache Spark
two。 Read HDFS file
Hadoop@dblab:/usr/local/hadoop$. / bin/hdfs dfs-put / usr/local/spark/README.md.
Hadoop@dblab:/usr/local/hadoop$. / bin/hdfs dfs-cat README.md
Scala > val textFile=sc.textFile ("hdfs://localhost:9000/user/hadoop/README.md")
TextFile: org.apache.spark.rdd.RDD [String] = hdfs://localhost:9000/user/hadoop/README.md MapPartitionsRDD [3] at textFile at: 24
Scala > textFile.first ()
Res1: String = # Apache Spark
Scala >: quit
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