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paypal / yurita

Anomaly detection framework @ PayPal
Apache License 2.0
106 stars 32 forks source link

how to deploy yurita on production #48

Closed ghost closed 5 years ago

ghost commented 5 years ago

gr* talk on Reversim 2019 there are no guidelines on how to deploy yurita on production env.

how does it interact with spark? is it only using the standalone mode? or can it be integrated with a spark cluster ? or EMR?

urisilberstein commented 5 years ago

Thanks! Yurita is a framework that enhances spark by adding anomaly detection capabilities. Meaning that essentially it is a spark (structured streaming) application that needs to get deployed, so you can use the guidelines that your organization has for deploying spark applications. And it supports all spark modes also yarn and not only standalone.