Re: k8s orchestrating Spark service

2019-07-03 Thread Pat Ferrel
todays question. From: Matt Cheah Reply: Matt Cheah Date: July 1, 2019 at 5:14:05 PM To: Pat Ferrel , user@spark.apache.org Subject: Re: k8s orchestrating Spark service > We’d like to deploy Spark Workers/Executors and Master (whatever master is easiest to talk about since we really do

Re: k8s orchestrating Spark service

2019-07-01 Thread Matt Cheah
n the ML server process has to create a SparkContext object parameterized against the Kubernetes server in question. I hope this helps! -Matt Cheah From: Pat Ferrel Date: Monday, July 1, 2019 at 5:05 PM To: "user@spark.apache.org" , Matt Cheah Subject: Re: k8s orchestrating Spar

Re: k8s orchestrating Spark service

2019-07-01 Thread Pat Ferrel
Subject: Re: k8s orchestrating Spark service k8s as master would be nice but doesn’t solve the problem of running the full cluster and is an orthogonal issue. We’d like to deploy Spark Workers/Executors and Master (whatever master is easiest to talk about since we really don’t care) in pods as we do

Re: k8s orchestrating Spark service

2019-07-01 Thread Pat Ferrel
anyone have something they like? From: Matt Cheah Reply: Matt Cheah Date: July 1, 2019 at 4:45:55 PM To: Pat Ferrel , user@spark.apache.org Subject: Re: k8s orchestrating Spark service Sorry, I don’t quite follow – why use the Spark standalone cluster as an in-between layer when one can just

Re: k8s orchestrating Spark service

2019-07-01 Thread Matt Cheah
apache.org Subject: Re: k8s orchestrating Spark service I would recommend looking into Spark’s native support for running on Kubernetes. One can just start the application against Kubernetes directly using spark-submit in cluster mode or starting the Spark context with the right parameters in c

Re: k8s orchestrating Spark service

2019-07-01 Thread Pat Ferrel
services including Spark. The rest work, we are asking if anyone has seen a good starting point for adding Spark as a k8s managed service. From: Matt Cheah Reply: Matt Cheah Date: July 1, 2019 at 3:26:20 PM To: Pat Ferrel , user@spark.apache.org Subject: Re: k8s orchestrating Spark service

Re: k8s orchestrating Spark service

2019-07-01 Thread Matt Cheah
I would recommend looking into Spark’s native support for running on Kubernetes. One can just start the application against Kubernetes directly using spark-submit in cluster mode or starting the Spark context with the right parameters in client mode. See https://spark.apache.org/docs/latest/run