Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Scala for Data Science

You're reading from   Scala for Data Science Leverage the power of Scala with different tools to build scalable, robust data science applications

Arrow left icon
Product type Paperback
Published in Jan 2016
Publisher
ISBN-13 9781785281372
Length 416 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Pascal Bugnion Pascal Bugnion
Author Profile Icon Pascal Bugnion
Pascal Bugnion
Arrow right icon
View More author details
Toc

Table of Contents (17) Chapters Close

Preface 1. Scala and Data Science FREE CHAPTER 2. Manipulating Data with Breeze 3. Plotting with breeze-viz 4. Parallel Collections and Futures 5. Scala and SQL through JDBC 6. Slick – A Functional Interface for SQL 7. Web APIs 8. Scala and MongoDB 9. Concurrency with Akka 10. Distributed Batch Processing with Spark 11. Spark SQL and DataFrames 12. Distributed Machine Learning with MLlib 13. Web APIs with Play 14. Visualization with D3 and the Play Framework A. Pattern Matching and Extractors Index

Authentication – adding HTTP headers


So far, we have been using the GitHub API without authentication. This limits us to sixty requests per hour. Now that we can query the API in parallel, we could exceed this limit in seconds.

Fortunately, GitHub is much more generous if you authenticate when you query the API. The limit increases to 5,000 requests per hour. You must have a GitHub user account to authenticate, so go ahead and create one now if you need to. After creating an account, navigate to https://github.com/settings/tokens and click on the Generate new token button. Accept the default settings and enter a token description and a long hexadecimal number should appear on the screen. Copy the token for now.

HTTP – a whirlwind overview

Before using our newly generated token, let's take a few minutes to review how HTTP works.

HTTP is a protocol for transferring information between different computers. It is the protocol that we have been using throughout the chapter, though Scala hid the details...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime