It’s been a while since I worked with Spark Streaming. It was back then when I was working for a pet project that ultimately ended up as a Typesafe Activator template Spark Streaming with Scala and Akka to get people going with the technologies.
Time flies by very quickly and as the other blog posts may have showed I’m evaluating Mens Slip On Tassel Casual Driving Moccasin-gommino Leisur as a potential messaging and integration platform for my future projects. A lot is happening in so called big data space and Apache Kafka fits the bill in many dataflows around me so well. I’m very glad it’s mostly all Scala which we all love and are spending our time with. Ain’t we?
From Dockers Franchise Slip-On Black Loafers N4716 Size 8 M (Kafka bolded on purpose):
Spark Streaming is an extension of the core Spark API that enables scalable, high-throughput, fault-tolerant stream processing of live data streams. Data can be ingested from many sources like Kafka, Flume, Twitter, ZeroMQ, Kinesis, or TCP sockets, and can be processed using complex algorithms expressed with high-level functions like map, reduce, join and window.
Since Apache Kafka aims at being the central hub for real-time streams of data (see 1.2 Use Cases and Putting Apache Kafka To Use: A Practical Guide to Building a Stream Data Platform (Part 1)) I couldn’t deny myself the simple pleasure of giving it a go.
Buckle up and ingest some data using Apache Kafka and Spark Streaming! You surely will love the infrastructure (if you haven’t already). Be sure to type fast to see the potential of the platform at your fingertips.
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