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12 of Apache Spark Source code reading-build hive on spark Runtime Environment

You are welcome to reprint it. Please indicate the source, huichiro.Wedge Hive is an open source data warehouse tool based on hadoop. It provides a hiveql language similar to SQL, this allows upper-layer data analysts to analyze massive data stored in HDFS without having to know too much about mapreduce. This feature has been widely welcomed. An important module in the overall hive framework is the execution module, which is implemented using the mapreduce computing framework in hadoop. Therefor

Apache Spark Technology 4--use spark to import a JSON file into Cassandra

Welcome reprint, Reproduced please indicate the source.ProfileThis article briefly describes how to use Spark-cassandra-connector to import a JSON file into the Cassandra database, a comprehensive example that uses spark.Pre-conditionsSuppose you have read the 3 of technical combat and installed the following software Jdk Scala SBt Cassandra Spark-cassandra-connector Experiment

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

In the Hadoop, zookeeper, hbase, spark cluster environment has set up the environment, 工欲善其事 its prerequisite, now the device has been, the next is to open up, first from Spark-shell began to uncover spark artifact veil.Spark-shell is the command line interface of Spark, we can directly hit some commands above, just li

IPython Notebook running Python spark program

abovec.notebookapp.ip= ' * ' C.notebookapp.password = U ' sha1:f9030dd55bce:75fd7bbaba41be6ff5ac2e811b62354ab55b1f63 ' C. Notebookapp.open_browser = Falsec.NotebookApp.port =8888Save exit.4) Start Jupyter$jupyter Notebook--allow-root  On the remote computer, open the browser and enter:http://your-server-ip:8888Need to enter a password, that is the password set above, input can4. Start$ Pyspark_driver_pytho

Spark Customization class 4th: Spark Streaming's exactly-one transaction and non-repetitive output complete mastery

This article is mainly from two aspects:Contents of this issue1 exactly Once2 output is not duplicated1 exactly OnceTransaction:  Bank Transfer For example, a user to transfer to the User B, if the B users confiscated, or received multiple accounts, is to undermine the consistency of the transaction. Transactions are handled and processed only once, that is, a is only turned once and B is only received once.  Decrypt the sparkstreaming schema from a transactional perspective:  The sparkstreaming

Spark 2.0 Video | Learn Spark 2.0 (new features, real projects, pure Scala language development, CDH5.7)

Learn Spark 2.0 (new features, real projects, pure Scala language development, CDH5.7)Share the network disk download--https://pan.baidu.com/s/1c2f9zo0 password: pzx9Spark entered the 2.0 era, introducing many excellent features, improved performance, and more user-friendly APIs. In the "unified programming" is very impressive, the implementation of offline computing and Flow computing API unification, the implementation of the

2016 Big data spark "mushroom cloud" action flume integration spark streaming

Recently, after listening to Liaoliang's 2016 Big Data spark "mushroom cloud" action, Flume,kafka and spark streaming need to be integrated.Feel a moment difficult to get started, or start from the simple: my idea is that, flume produce data, and then output to spark streaming,flume source data is netcat (address: localhost, port 22222), The output is Avro (addre

"Spark" spark application execution mechanism

Spark Application ConceptsThe Spark app (application) is a user-submitted application. Execution mode is also local, Standalone, YARN, Mesos. Depending on whether the Spark application driver program is running in a cluster, the spark application can be run in cluster mode and client mode.Here are some of the basic con

[Spark] [Python]spark example of obtaining Dataframe from Avro file

[Spark] [Python]spark example of obtaining Dataframe from Avro fileGet the file from the following address:Https://github.com/databricks/spark-avro/raw/master/src/test/resources/episodes.avroImport into the HDFS system:HDFs Dfs-put Episodes.avroRead in:Mydata001=sqlcontext.read.format ("Com.databricks.spark.avro"). Load ("Episodes.avro")Interactive Run Results:In

Spark-shell on yarn error resolving startup command Bin/spark-shell--master yarn-client error, class Executorlauncher cannot find __spark

Article Source: http://www.dataguru.cn/thread-331456-1-1.html Today you want to make an error in the Yarn-client state of Spark-shell:[Python] View plaincopy [Hadoop@localhost spark-1.0.1-bin-hadoop2]$ Bin/spark-shell--master yarn-client Spark Assembly has been Built with Hive, including DataNucleus jars on classpath

Spark starter Combat Series--3.spark programming Model (bottom)--idea Construction and actual combat

"Note" this series of articles, as well as the use of the installation package/test data can be in the "big gift –spark Getting Started Combat series" get1 Installing IntelliJ IdeaIdea full name IntelliJ ideas, a Java language development integration Environment, IntelliJ is recognized as one of the best Java development tools in the industry, especially in smart Code helper, code auto hint, refactoring, Java EE support, Ant, JUnit, CVS integration, c

Spark example and spark example

Spark example and spark example 1. Set up the Spark development environment in Java (fromHttp://www.cnblogs.com/eczhou/p/5216918.html) 1.1 jdk Installation Install jdk in oracle. I installed jdk 1.7. After installing the new system environment variable JAVA_HOME, the variable value is "C: \ Program Files \ Java \ jdk1.7.0 _ 79 ", depends on the installation path.

Spark Learning III: Installing and Importing source code for spark schedule and idea

Spark Learning III: Installing and Importing source code for spark schedule and ideatags (space delimited): Spark Spark learns to install and import source code for three spark schedule and idea Data location during an RDD operation Two

Spark Set-PLATE: 007~spark Streaming source code interpretation of Jobscheduler Insider realization and deep thinking

The content of this lecture:A. Jobscheduler Insider implementationB. Jobscheduler Deep ThinkingNote: This lecture is based on the spark 1.6.1 version (the latest version of Spark in May 2016).Previous section ReviewLast lesson, we take the Jobgenerator class as the center of gravity, for everyone left and right extension, decryption job dynamic generation, and summed up the job dynamic generation of the thr

Apache Spark Learning: Developing spark applications using Scala language _apache

The spark kernel is developed by the Scala language, so it is natural to develop spark applications using Scala. If you are unfamiliar with the Scala language, you can read Web tutorials A Scala Tutorial for Java programmers or related Scala books to learn. This article will introduce 3 Scala spark programming examples, WordCount, TOPK, and Sparkjoin, representi

Spark cdh5 compilation and installation [spark-1.0.2 hadoop2.3.0 cdh5.1.0]

If you have to install hadoop my version hadoop2.3-cdh5.1.0 1. Download the maven package 2. Configure the m2_home environment variable and configure the maven bin directory to the path 3. Export maven_opts = "-xmx2g-XX: maxpermsize = 512 M-XX: reservedcodecachesize = 512 M" Download the spark-1.0.2.gz package and decompress it on the official website 5. Go to the Spark extract package directory. 6. Run./ma

Spark (iv): Spark-sql read HBase

Sparksql refers to the Spark-sql CLI, which integrates hive, essentially accesses the hbase table via hive, specifically through Hive-hbase-handler, as described in the configuration: Hive (v): Hive and HBase integrationDirectory: Sparksql Accessing HBase Configuration Test validation Sparksql to access HBase configuration: Copy the associated jar package for HBase to the $spark_home/lib directory on the

Spark-shell Start spark Error

Objective  After installing CDH and Coudera Manager offline, all of your own apps are installed through Coudera Manager, including HDFs, hive, yarn, Spark, hbase, and so on, and the process is a twist, so don't complain and go straight to the subject.Describe  In the installation of Spark node, through the Spark-shell start S

Apache Spark Source 1--Spark paper reading notes

Transferred from: http://www.cnblogs.com/hseagle/p/3664933.htmlWedgeSource reading is a very easy thing, but also a very difficult thing. The easy is that the code is there, and you can see it as soon as you open it. The hard part is to understand the reason why the author should have designed this in the first place, and what is the main problem to solve at the beginning of the design.It's a good idea to read the spark paper from Matei Zaharia, befor

How to transfer functions to spark-how to make your spark application more efficient and robust

It is believed that many people will encounter Task not serializable when they start using spark, most of which are caused by calling an object that cannot be serialized in the RDD operator. Why must the objects in the incoming operator be serialized? This is going to start with spark itself, Spark is a distributed computing framework, the RDD (resilient distribu

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