Re: which is the recommended workflow engine for Apache Spark jobs?

2014-11-11 Thread Harry Brundage
We've had success with Azkaban from LinkedIn over Oozie and Luigi. http://azkaban.github.io/ Azkaban has support for many different job types, a fleshed out web UI with decent log reporting, a decent failure / retry model, a REST api, and I think support for multiple executor slaves is coming in

which is the recommended workflow engine for Apache Spark jobs?

2014-11-10 Thread Adamantios Corais
I have some previous experience with Apache Oozie while I was developing in Apache Pig. Now, I am working explicitly with Apache Spark and I am looking for a tool with similar functionality. Is Oozie recommended? What about Luigi? What do you use \ recommend?

Re: which is the recommended workflow engine for Apache Spark jobs?

2014-11-10 Thread Jimmy McErlain
I have used Oozie for all our workflows with Spark apps but you will have to use a java event as the workflow element. I am interested in anyones experience with Luigi and/or any other tools. On Mon, Nov 10, 2014 at 10:34 AM, Adamantios Corais adamantios.cor...@gmail.com wrote: I have some

Re: which is the recommended workflow engine for Apache Spark jobs?

2014-11-10 Thread Adamantios Corais
Hi again, As Jimmy said, any thoughts about Luigi and/or any other tools? So far it seems that Oozie is the best and only choice here. Is that right? On Mon, Nov 10, 2014 at 8:43 PM, Jimmy McErlain jimmy.mcerl...@gmail.com wrote: I have used Oozie for all our workflows with Spark apps but you