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BeanFactoryPostProcessor in Spring Framework

BeanFactoryPostProcessor interface in Spring resides in org.springframework.beans.factory.config package. BeanFactoryPostProcessor implementation is used to read the configuration metadata and...

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JDBCTemplate With ResultSetExtractor Example in Spring

In the post Select Query Using JDBCTemplate in Spring Framework we have already seen an example of extracting data from ResultSet using RowMapper. A RowMapper is usually a simpler choice for ResultSet...

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@Import Annotation in Spring JavaConfig

If you are using JavaConfig in Spring to configure the bean definitions then, in order to modularize your configurations you can use @Import annotation.@Import annotation in Spring JavaConfig allows...

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ServiceLocatorFactoryBean in Spring Framework

ServiceLocatorFactoryBean in Spring framework as the name suggests is an implementation of service locator design pattern and helps with locating the service at run time.ServiceLocatorFactoryBean helps...

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Internationalization (i18n) Using MessageSource in Spring

In an interview if difference between BeanFactory and ApplicationContext is asked one of the reason given by people to use ApplicationContext is the support for internationalization provided by...

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How to Handle Missing And Under Replicated Blocks in HDFS

In this post we’ll see how to handle missing or corrupt blocks in HDFS and how to handle under replicated blocks in HDFS. How to get information about corrupt or missing blocksFor getting information...

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How to Write a Map Only Job in Hadoop MapReduce

In a MapReduce job in Hadoop you generally write both map function and reduce function. Map function to generate (key, value) pairs and reduce function to aggregate those (key, value) pairs but you may...

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Parquet File Format in Hadoop

Apache Parquet is a columnar storage format available to any project in the Hadoop ecosystem (Hive, Hbase, MapReduce, Pig, Spark) What is columnar storage formatIn order to understand Parquet file...

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How to Read And Write Parquet File in Hadoop

This post shows how to use Hadoop Java API to read and write Parquet file. You will need to put following jars in class path in order to read and write Parquet files in Hadoop....

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Converting Text File to Parquet File Using Hadoop MapReduce

This post shows how to convert existing data to Parquet file format using MapReduce in Hadoop. In the example given here Text file is converted to Parquet file. You will need to put following jars in...

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Chaining MapReduce Job in Hadoop

While processing data using MapReduce you may want to break the requirement into a series of task and do them as a chain of MapReduce jobs rather than doing everything with in one MapReduce job and...

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Predefined Mapper And Reducer Classes in Hadoop

Hadoop framework comes prepackaged with many Mapper and Reducer classes. This post explains some of these predefined Mappers and Reducers in Hadoop and shows examples using the predefined Mappers and...

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How to Check Hadoop MapReduce Logs

In your Hadoop MapReduce job if you are wondering how to put logs or where to check MapReduce logs or even System.out statements then this post shows the same. Note that here accessing logs is shown...

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Shuffle And Sort Phases in Hadoop MapReduce

When you run a MapReduce job and mappers start producing output internally lots of processing is done by the Hadoop framework before the reducers get their input. This whole internal processing is...

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Apache Avro Format in Hadoop

Apache Avro file format created by Doug cutting is a data serialization system for Hadoop. Avro provides simple integration with dynamic languages. Avro implementations for C, C++, C#, Java, PHP,...

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How to Read And Write Avro File in Hadoop

In this post we’ll see a Java program to read and write Avro files in Hadoop environment. Jars downloadFor reading and writing an Avro file using Java API you will need to download following jars and...

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Using Avro File With Hadoop MapReduce

In this post we’ll see how to use Avro file with Hadoop MapReduce. Avro MapReduce jarYou will need to download following jar and put it into project’s class path. avro-mapred-1.8.2.jar Avro MapReduce...

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ToolRunner and GenericOptionsParser in Hadoop

GenericOptionsParser is a utility class in Hadoop which resides in org.apache.hadoop.utilpackage. GenericOptionsParser class helps in setting options through command line. It parses the command line...

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What Are Counters in Hadoop MapReduce

If you run a MapReduce job you would have seen a lot of counters displayed on the console after the MapReduce job is finished (You can also check the counters using UI while the job is running). These...

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Using Combiner to Improve MapReduce Performance in Hadoop

In this post we’ll see what is combiner in Hadoop and how combiner helps in speeding up the shuffle and sort phase in Hadoop MapReduce. What is combiner in HadoopGenerally in a MapReduce job, data is...

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