January 2019
Intermediate to advanced
322 pages
7h 29m
English
Content preview from Hands-On Deep Learning with Apache Spark
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Implementing a web service
As we mentioned in the previous section, SparkJava can be used to quickly implement a REST API. The example web application we implemented in the previous section is monolithic, but looking back at its source code, we can notice how easily it would be to separate the frontend from the backend and move this to a REST API.
The frontend client presenting a form for image submission could be implemented with any web frontend framework. The client would then make a call to a REST service that's implemented through SparkJava, which performs the inference with the VGG16 model and finally returns the prediction results in JSON format. Let's see how easy it is to implement this service, starting from the existing code for ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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.