September 2018
Intermediate to advanced
398 pages
9h 43m
English
Content preview from Scala Programming Projects
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Batch and Streaming Analytics
In the previous chapter, we introduced Spark and obtained BTC/USD transaction data from www.bitstamp.net. Using that data, we can now perform some analysis on it.
First, we are going to query this data using a notebook tool named Apache Zeppelin. After that, we will write a program that receives the live transactions from https://www.bitstamp.net/ and sends them to a Kafka topic as they arrive.
Finally, we will use Zeppelin again to run some streaming analytics queries on the data coming to the Kafka topic.
In this chapter, we will cover the following topics:
- Introduction to Zeppelin
- Analyzing transactions with Zeppelin
- Introducing Apache Kafka
- Streaming transactions to Kafka
- Introducing Spark Streaming
- Analyzing ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.