Hadoop HBase Serialization and DeSerialization Tutorial

 

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HBase Configuration Serialization

 

Add these libraries to your java project build path.

 

avro-1.8.1.jar

avro-tools-1.8.1.jar

log4j-api-2.0-beta9.jar

log4j-core-2.0-beta9.jar

 

Step 1 – Change the directory to /home/cloudera/Desktop/Avro

 

$ cd /home/cloudera/Desktop/Avro

 

Step 2 – Make a new directory schema in /home/cloudera/Desktop/Avro

 

$ mkdir /home/hduser/Desktop/AVRO/schema

 

Step 3 – Change the directory to /home/cloudera/Desktop/Avro/Schema

 

$ cd /home/cloudera/Desktop/Avro/Schema

 

Step 4 – Create a new avro schema Prwatech.avsc in /home/cloudera/Desktop/Avro/schema. It creates a new Prwatech.avsc file if it doesn’t exists and opens for editing.

 

$ gedit Prwatech.avsc

 

 

 

Step 5 – Add these following lines to Prwatech.avsc  file. Save and close it.

 

>> Open eclipse and write following program:

package com.test.avro;

import java.io.File;

import java.io.IOException;

import org.apache.avro.Schema;

import org.apache.avro.file.DataFileWriter;

import org.apache.avro.generic.GenericData;

import org.apache.avro.generic.GenericDatumWriter;

import org.apache.avro.generic.GenericRecord;

import org.apache.avro.io.DatumWriter;

 

public class SerializeNew {

public static void main(String args[]) throws IOException {

// Instantiating the Schema.Parser class.

Schema schema = new Schema.Parser().parse(new File(

“/home/cloudera/Desktop/Avro/Schema/Prwatech.avsc”));

// Instantiating the GenericRecord class.

GenericRecord e1 = new GenericData.Record(schema);

// Insert data according to schema

e1.put(“name”, “Ramman”);

e1.put(“id”, 001);

e1.put(“course”, “Hadoop”);

e1.put(“DOQ”, “Feb”);

e1.put(“location”, “Bangalore”);

GenericRecord e2 = new GenericData.Record(schema);

e2.put(“name”, “Akash”);

e2.put(“id”, 002);

e2.put(“course”, “Python”);

e2.put(“DOQ”, “March”);

e2.put(“location”, “Pune”);

DatumWriter<GenericRecord> datumWriter = new GenericDatumWriter<GenericRecord>( schema);

DataFileWriter<GenericRecord> dataFileWriter = new DataFileWriter<GenericRecord>( datumWriter);

dataFileWriter.create(schema, new File( “/home/cloudera/Desktop/Avro/data.txt”));

dataFileWriter.append(e1);

dataFileWriter.append(e2);

dataFileWriter.close();

System.out.println(“data successfully serialized”);

}

}

Now compile the program

 

 

 

Output will be

 

 

HBase Configuration DeSerialization

 

Input Data will be

 

 

Run following command in eclipse within same package (but create different class)

 

package com.test.avro;

import java.io.File;

import org.apache.avro.Schema;

import org.apache.avro.file.DataFileReader;

import org.apache.avro.generic.GenericDatumReader;

import org.apache.avro.generic.GenericRecord;

import org.apache.avro.io.DatumReader;

public class DeserializeNew {

public static void main(String args[]) throws Exception {

// Instantiating the Schema.Parser class.

Schema schema = new Schema.Parser().parse(new File(

/home/cloudera/Desktop/Avro/Schema/Prwatech.avsc”));

DatumReader<GenericRecord> datumReader = new GenericDatumReader<GenericRecord>(schema);

DataFileReader<GenericRecord> dataFileReader = new DataFileReader<GenericRecord>( new File(“/home/cloudera/Desktop/Avro/data.txt”),datumReader);

GenericRecord emp = null;

while (dataFileReader.hasNext()) {

emp = dataFileReader.next(emp);

System.out.println(emp);

}

System.out.println(“data deserialized”);

}

}

 

After DeSerialization the output will be

 

 

 

 

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