BIBLIO is the largest independent book marketplace in the world, with over 100 million books.

Skip to content

Data Engineering with Scala and Spark: Build streaming and batch pipelines that
Stock photo: cover may vary

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala Paperback - 2024

by Eric Tome; Rupam Bhattacharjee; David Radford

Add to wish list

Reader reviews for Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

Write a review for this book

There are no reviews for this book yet. Be the first to write a review!

Your review will be anonymous unless you login or create an account first.

Overall rating
Remember: You’re rating the book as a work, not the seller or the condition of the specific copy you purchased!

Important Terms and Guidelines

  • Please focus on the book’s content and context. Also, add any personal comments as to how you enjoyed the book. Substantiate your likes and dislikes. You may make comparisons to other books.
  • Reviews must be at least 140 characters in length.
  • Please do not reveal critical plot elements.
  • This is not a help line. Contact customer support if you need help.
Your review must not include:
  • Obscenities, discriminatory language, or other insulting language not suitable for public domain
  • Advertisements, “spam” content, or references to other products, offers or websites.
  • Email addresses, URLs, phone numbers, physical addresses or other contact information.
  • Overly critical comments about other reviews or reviewers
  • Time-sensitive material (i.e. promotional tours, seminars, lectures, etc.)
  • Availability, price, or alternative ordering/shipping information

From the publisher

Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate data

Key Features

- Transform data into a clean and trusted source of information for your organization using Scala

- Build streaming and batch-processing pipelines with step-by-step explanations

- Implement and orchestrate your pipelines by following CI/CD best practices and test-driven development (TDD)

- Purchase of the print or Kindle book includes a free PDF eBook

Book Description

Most data engineers know that performance issues in a distributed computing environment can easily lead to issues impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where the performance of distributed data processing is paramount.

This book will teach you how to leverage the Scala programming language on the Spark framework and use the latest cloud technologies to build continuous and triggered data pipelines. You'll do this by setting up a data engineering environment for local development and scalable distributed cloud deployments using data engineering best practices, test-driven development, and CI/CD. You'll also get to grips with DataFrame API, Dataset API, and Spark SQL API and its use. Data profiling and quality in Scala will also be covered, alongside techniques for orchestrating and performance tuning your end-to-end pipelines to deliver data to your end users.

By the end of this book, you will be able to build streaming and batch data pipelines using Scala while following software engineering best practices.

What you will learn

- Set up your development environment to build pipelines in Scala

- Get to grips with polymorphic functions, type parameterization, and Scala implicits

- Use Spark DataFrames, Datasets, and Spark SQL with Scala

- Read and write data to object stores

- Profile and clean your data using Deequ

- Performance tune your data pipelines using Scala

Who this book is for

This book is for data engineers who have experience in working with data and want to understand how to transform raw data into a clean, trusted, and valuable source of information for their organization using Scala and the latest cloud technologies.

Table of Contents

- Scala Essentials for Data Engineers

- Environment Setup

- An Introduction to Apache Spark and Its APIs - DataFrame, Dataset, and Spark SQL

- Working with Databases

- Object Stores and Data Lakes

- Understanding Data Transformation

- Data Profiling and Data Quality

- Test-Driven Development, Code Health, and Maintainability

- CI/CD with GitHub

- Data Pipeline Orchestration

- Performance Tuning

- Building Batch Pipelines Using Spark and Scala

- Building Streaming Pipelines Using Spark and Scala

Details

  • Title Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala
  • Author Eric Tome; Rupam Bhattacharjee; David Radford
  • Binding Paperback
  • Pages 300
  • Volumes 1
  • Language ENG
  • Publisher Packt Publishing
  • Publication date 2024-01-31
  • ISBN 9781804612583 / 1804612588
  • Weight 1.14 lbs (0.52 kg)
  • Dimensions 9.25 x 7.5 x 0.63 in (23.50 x 19.05 x 1.60 cm)
  • Category Computers - Data Base Management
Back to top↑

More Copies for Sale

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive...
Stock photo: cover may vary

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • Used
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
1
Seller
Italy Gigliotti
Item price
A$27.25
A$186.47 Delivery to USA

Show details

Description:
Paperback. LIKE NEW/LIKE NEW.
Add to wish list
Item price
A$27.25
A$186.47 Delivery to USA
Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive...
Stock photo: cover may vary

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • New
Condition
New
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
5
Seller
GreatBookPrices
Item price
A$52.10
A$5.72 Delivery to USA

Show details

Description:
new.
Add to wish list
Item price
A$52.10
A$5.72 Delivery to USA
Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive...

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
641
Seller
Ria Christie Collections
Item price
A$72.40
A$15.36 Delivery to USA

Show details

Description:
Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; N/A
Add to wish list
Item price
A$72.40
A$15.36 Delivery to USA
Data Engineering with Scala and Spark: A practical guide helping you build streaming and batch...

Data Engineering with Scala and Spark: A practical guide helping you build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
10
Seller
The Saint Bookstore
Biblio Top Seller
Item price
A$75.88
A$19.13 Delivery to USA

Show details

Description:
Paperback / softback. New. Take your data engineering skills to the next level by learning to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate data Key Features Transform data into a clean and trusted source of information for your organization using Scala Build streaming and batch-processing pipelines with step-by-step explanations Implement and orchestrate your pipelines by following CI/CD best practices and test-driven development Book DescriptionPerformance in distributed computing environments is a critical factor for data engineers. If performance in a distributed computing environment is not optimal, several consequences can arise like slow data processing, bottlenecks and latency, inefficient resource utilization, etc. impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where the… Read more
Add to wish list
Item price
A$75.88
A$19.13 Delivery to USA
Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive...
Stock photo: cover may vary

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • Used
  • Good
  • Paperback
Condition
Good
Binding
Paperback
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
1
Seller
Bonita
Item price
A$97.37
Free Delivery to USA

Show details

Description:
paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
Add to wish list
Item price
A$97.37
Free Delivery to USA
Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive...
Stock photo: cover may vary

Data Engineering with Scala and Spark: Build streaming and batch pipelines that process massive amounts of data using Scala

by Eric Tome

  • Used
Condition
New
ISBN 10 / ISBN 13
9781804612583 / 1804612588
Quantity available
5
Seller
GreatBookPrices
Item price
A$207.99
A$5.72 Delivery to USA

Show details

Description:
like new.
Add to wish list
Item price
A$207.99
A$5.72 Delivery to USA
Show all copies
Back to top↑

Please wait a moment while we load the requested page.