Hive Project- Denormalize JSON Data and analyse it with HIVE Scripts

Hive Project- Denormalize JSON Data and analyse it with HIVE Scripts

In this hive project, you will work on denormalizing the JSON data and create HIVE scripts with ORC file format.

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Mike Vogt

Information Architect at Bank of America

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VP - Data Architect, CDO at Deutsche Bank

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What will you learn

Setting up your own Virtual environment on VM Virtual Box ware
Setting up Hadoop distribution using Cloudera
Understanding JSON data and creating your own JSON data
Creating a database Schema on the JSON data
Writing Queries in HIVE editor
Understanding multiple input format in Mapreduce
Create new desired TABLE to copy the data
Creating necessary Java Scripts
What is Denormalization in the context of Big Data and its use
Writing commands in Java for fetching data
Pre-processing the data using Java
Tackling Exceptions and errors in Java
Creating a query to populate and filter the data
Using MongoDB to optimize the schema
Understanding Geographical distribution in the context of Database distribution
Using Grouping for removing duplicates
Analyzing log files in HIVE and saving the final data file

Project Description

We have JSON dump(extract) with us which contains multiple details related to FSM(Field Service Management). The various details include

  • Vehicles Info
  • Crew Info
  • WorkOrders
  • Work Order transactions in a month.

We need to denormalize the JSON data and analyse using HIVE scripts.

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Curriculum For This Mini Project

18-Jun-2016
05h 21m