Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Modern Big Data Processing with Hadoop
Modern Big Data Processing with Hadoop

Modern Big Data Processing with Hadoop: Expert techniques for architecting end-to-end big data solutions to get valuable insights

Arrow left icon
Profile Icon Shindgikar Profile Icon R Patil Profile Icon Kumar
Arrow right icon
NZ$64.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (8 Ratings)
Paperback Mar 2018 394 pages 1st Edition
eBook
NZ$35.99 NZ$51.99
Paperback
NZ$64.99
Subscription
Free Trial
Arrow left icon
Profile Icon Shindgikar Profile Icon R Patil Profile Icon Kumar
Arrow right icon
NZ$64.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (8 Ratings)
Paperback Mar 2018 394 pages 1st Edition
eBook
NZ$35.99 NZ$51.99
Paperback
NZ$64.99
Subscription
Free Trial
eBook
NZ$35.99 NZ$51.99
Paperback
NZ$64.99
Subscription
Free Trial

What do you get with Print?

Product feature icon Instant access to your digital eBook copy whilst your Print order is Shipped
Product feature icon Paperback book shipped to your preferred address
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Table of content icon View table of contents Preview book icon Preview Book

Modern Big Data Processing with Hadoop

Hadoop Life Cycle Management

In this chapter, we will understand the following topics:

  • Data wrangling
  • Data masking
  • Data security

Data wrangling

If you have some experience working on data of some sort, you will recollect that most of the time data needs to be preprocessed so that we can further use it as part of a bigger analysis. This process is called data wrangling.

Let's see what the typical flow in this process looks like:

  • Data acquisition
  • Data structure analysis
  • Information extraction
  • Unwanted data removal
  • Data transformation
  • Data standardization

Let's try to understand these in detail.

Data acquisition

Even though not a part of data wrangling, this phase deals with the process of acquiring data from somewhere. Typically, all data is generated and stored in a central location or is available in files located on some shared storage...

Data masking

Businesses that deal with customer data have to make sure that the PII (personally identifiable information) of these customers is not moving freely around the entire data pipeline. This criterion is applicable not only to customer data but also to any other type of data that is considered classified, as per standards such as GDPR, SOX, and so on. In order to make sure that we protect the privacy of customers, employees, contractors, and vendors, we need to take the necessary precautions to ensure that when the data goes through several pipelines, users of the data see only anonymized data. The level of anonymization we do depends upon the standards the company adheres to and also the prevailing country standards.

So, data masking can be called the process of hiding/transforming portions of original data with other data without losing the meaning or context.

In this...

Data security

Data has become a very important asset for businesses when making very critical decisions. As the complexity of the infrastructure that generates and uses this data, its very important to have some control over the access patterns of this data. In the Hadoop ecosystem, we have Apache Ranger, which is another open source project that helps in managing the security of big data.

What is Apache Ranger?

Apache Ranger is an application that enables data architects to implement security policies on a big data ecosystem. The goal of this project is to provide a unified way for all Hadoop applications to adhere to the security guidelines that are defined.

Here are some of the features of Apache Ranger:

  • Centralized administration...

Summary

In this chapter, we learned about the different data life cycle stages, including when data is created, shared, maintained, archived, retained, and deleted.

This chapter gave you a detailed understanding of how big data is managed, considering the fact that it is either unstructured or semi-structured and it has a fast arrival rate and large volume.

As the complexity of the infrastructure that generates and uses data in business organizations has increased drastically, it has become imperative to secure your data properly. This chapter further covered data security tools, such as Apache Ranger, and patterns to help us learn how to have control over the access patterns of data.

In the next chapter, we will take a look at Hadoop installation, its architecture and key components.

Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

  • -Get an in-depth view of the Apache Hadoop ecosystem and an overview of the architectural patterns pertaining to the popular Big Data platform
  • -Conquer different data processing and analytics challenges using a multitude of tools such as Apache Spark, Elasticsearch, Tableau and more
  • -A comprehensive, step-by-step guide that will teach you everything you need to know, to be an expert Hadoop Architect

Description

The complex structure of data these days requires sophisticated solutions for data transformation, to make the information more accessible to the users.This book empowers you to build such solutions with relative ease with the help of Apache Hadoop, along with a host of other Big Data tools. This book will give you a complete understanding of the data lifecycle management with Hadoop, followed by modeling of structured and unstructured data in Hadoop. It will also show you how to design real-time streaming pipelines by leveraging tools such as Apache Spark, and build efficient enterprise search solutions using Elasticsearch. You will learn to build enterprise-grade analytics solutions on Hadoop, and how to visualize your data using tools such as Apache Superset. This book also covers techniques for deploying your Big Data solutions on the cloud Apache Ambari, as well as expert techniques for managing and administering your Hadoop cluster. By the end of this book, you will have all the knowledge you need to build expert Big Data systems.

Who is this book for?

This book is for Big Data professionals who want to fast-track their career in the Hadoop industry and become an expert Big Data architect. Project managers and mainframe professionals looking forward to build a career in Big Data Hadoop will also find this book to be useful. Some understanding of Hadoop is required to get the best out of this book.

What you will learn

  • • Build an efficient enterprise Big Data strategy centered around Apache Hadoop
  • • Gain a thorough understanding of using Hadoop with various Big Data frameworks such as Apache Spark, Elasticsearch and more
  • • Set up and deploy your Big Data environment on premises or on the cloud with Apache Ambari
  • •Design effective streaming data pipelines and build your own enterprise search solutions
  • • Utilize the historical data to build your analytics solutions and visualize them using popular tools such as Apache Superset
  • • Plan, set up and administer your Hadoop cluster efficiently
Estimated delivery fee Deliver to New Zealand

Standard delivery 10 - 13 business days

NZ$20.95

Premium delivery 5 - 8 business days

NZ$74.95
(Includes tracking information)

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Mar 30, 2018
Length: 394 pages
Edition : 1st
Language : English
ISBN-13 : 9781787122765
Vendor :
Apache
Category :
Languages :
Concepts :

What do you get with Print?

Product feature icon Instant access to your digital eBook copy whilst your Print order is Shipped
Product feature icon Paperback book shipped to your preferred address
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Estimated delivery fee Deliver to New Zealand

Standard delivery 10 - 13 business days

NZ$20.95

Premium delivery 5 - 8 business days

NZ$74.95
(Includes tracking information)

Product Details

Publication date : Mar 30, 2018
Length: 394 pages
Edition : 1st
Language : English
ISBN-13 : 9781787122765
Vendor :
Apache
Category :
Languages :
Concepts :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total NZ$ 226.97
Big Data Architect???s Handbook
NZ$89.99
Modern Big Data Processing with Hadoop
NZ$64.99
Practical Big Data Analytics
NZ$71.99
Total NZ$ 226.97 Stars icon

Table of Contents

11 Chapters
Enterprise Data Architecture Principles Chevron down icon Chevron up icon
Hadoop Life Cycle Management Chevron down icon Chevron up icon
Hadoop Design Consideration Chevron down icon Chevron up icon
Data Movement Techniques Chevron down icon Chevron up icon
Data Modeling in Hadoop Chevron down icon Chevron up icon
Designing Real-Time Streaming Data Pipelines Chevron down icon Chevron up icon
Large-Scale Data Processing Frameworks Chevron down icon Chevron up icon
Building Enterprise Search Platform Chevron down icon Chevron up icon
Designing Data Visualization Solutions Chevron down icon Chevron up icon
Developing Applications Using the Cloud Chevron down icon Chevron up icon
Production Hadoop Cluster Deployment Chevron down icon Chevron up icon

Customer reviews

Most Recent
Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4
(8 Ratings)
5 star 75%
4 star 12.5%
3 star 0%
2 star 0%
1 star 12.5%
Filter icon Filter
Most Recent

Filter reviews by




Joe G Dec 15, 2020
Full star icon Full star icon Full star icon Full star icon Full star icon 5
It provides good content.
Amazon Verified review Amazon
Jean Aug 28, 2019
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
Well written, yet typography and images of average quality.
Amazon Verified review Amazon
philhop1@yahoo.com Aug 19, 2019
Full star icon Empty star icon Empty star icon Empty star icon Empty star icon 1
This book goes into no detail on any of the major topics. It just scratches the surface, providing the highest level introduction to things like Hive or file formats or other subjects. Was there some warning that this book wasn't meant to be truly empowering as a source of knowledge? Sure, there are code snippets and config file excerpts, but nothing that could get you really up and running. If it was possible to get your money back on a Kindle book, I'd get mine back for this.
Amazon Verified review Amazon
Sagar Jadhav Jun 03, 2018
Full star icon Full star icon Full star icon Full star icon Full star icon 5
In a long time this is one of the most pragmatic and most well explained book written in tune with the current and future industry practices. Not only will this book help beginners but also give a clear insight for experienced professionals as well working in the data engineering field. I would highly recommend this book for in premise and cloud deployments as well. As an engineer myself it helped me adopt few best practices from this book. Happy leary folks.
Amazon Verified review Amazon
Devendra Dharm May 28, 2018
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This is a highly practical, no-nonsense and to-the-point kind of a book which is the kind of books I like where the author gets to the meat of the content without wasting a lot of time in build up to the climax in every topic being discussed! It provides a broad coverage of Big Data Topics with just the right amount of detail to help one jumpstart on their big data journey without missing the big picture or the key pieces of the puzzle. The book systematically talks about Big Data all the way from the basic installation of Hadoop through data ingestion tools and techniques, commonly used big data stores and real-time data streams to building an enterprise search. The simplicity of the book makes it very easy to understand and the examples provided make it relatively easier to practically implement those concepts.
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

What is the delivery time and cost of print book? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela
What is custom duty/charge? Chevron down icon Chevron up icon

Customs duty are charges levied on goods when they cross international borders. It is a tax that is imposed on imported goods. These duties are charged by special authorities and bodies created by local governments and are meant to protect local industries, economies, and businesses.

Do I have to pay customs charges for the print book order? Chevron down icon Chevron up icon

The orders shipped to the countries that are listed under EU27 will not bear custom charges. They are paid by Packt as part of the order.

List of EU27 countries: www.gov.uk/eu-eea:

A custom duty or localized taxes may be applicable on the shipment and would be charged by the recipient country outside of the EU27 which should be paid by the customer and these duties are not included in the shipping charges been charged on the order.

How do I know my custom duty charges? Chevron down icon Chevron up icon

The amount of duty payable varies greatly depending on the imported goods, the country of origin and several other factors like the total invoice amount or dimensions like weight, and other such criteria applicable in your country.

For example:

  • If you live in Mexico, and the declared value of your ordered items is over $ 50, for you to receive a package, you will have to pay additional import tax of 19% which will be $ 9.50 to the courier service.
  • Whereas if you live in Turkey, and the declared value of your ordered items is over € 22, for you to receive a package, you will have to pay additional import tax of 18% which will be € 3.96 to the courier service.
How can I cancel my order? Chevron down icon Chevron up icon

Cancellation Policy for Published Printed Books:

You can cancel any order within 1 hour of placing the order. Simply contact customercare@packt.com with your order details or payment transaction id. If your order has already started the shipment process, we will do our best to stop it. However, if it is already on the way to you then when you receive it, you can contact us at customercare@packt.com using the returns and refund process.

Please understand that Packt Publishing cannot provide refunds or cancel any order except for the cases described in our Return Policy (i.e. Packt Publishing agrees to replace your printed book because it arrives damaged or material defect in book), Packt Publishing will not accept returns.

What is your returns and refunds policy? Chevron down icon Chevron up icon

Return Policy:

We want you to be happy with your purchase from Packtpub.com. We will not hassle you with returning print books to us. If the print book you receive from us is incorrect, damaged, doesn't work or is unacceptably late, please contact Customer Relations Team on customercare@packt.com with the order number and issue details as explained below:

  1. If you ordered (eBook, Video or Print Book) incorrectly or accidentally, please contact Customer Relations Team on customercare@packt.com within one hour of placing the order and we will replace/refund you the item cost.
  2. Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on customercare@packt.com who will be able to resolve this issue for you.
  3. You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
  4. Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
  5. If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
  6. Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged? Chevron down icon Chevron up icon

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use? Chevron down icon Chevron up icon

You can pay with the following card types:

  1. Visa Debit
  2. Visa Credit
  3. MasterCard
  4. PayPal
What is the delivery time and cost of print books? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela