January 2018
Intermediate to advanced
470 pages
11h 9m
English
Content preview from Scala Machine Learning Projects
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Model deployment
You can easily deploy your application as a standalone server by setting the application HTTP port to 9000, for example:
$ /path/to/bin/<project-name> -Dhttp.port=9000
Note that you probably need root permissions to bind a process to this port. Here is a short workflow:
- Run $ sudo sbt dist to build application binary. The output can be found at PlayML /target/universal/APP-NAME-SNAPSHOT.zip. In our case, it's playml-1.0.zip.
- Now, to run the application, unzip the file and then run the script in the bin directory:
$ unzip APP-NAME-SNAPSHOT.zip$ APP-NAME-SNAPSHOT /bin/ APP-NAME -Dhttp.port=9000
Then you need to configure your web server to map to the app port configuration. Nevertheless, you can easily deploy your application ...
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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.
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.
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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.