Re: Lightweight pipeline execution for single eow

2018-09-26 Thread Jatin Puri
Using FAIR mode. If no other way. I think there is a limitation on number of parallel jobs that spark can run. Is there a way that more number of jobs can run in parallel. This is alright because, this sparkcontext would only be used during web service calls. I looked at spark configuration page

Re: Lightweight pipeline execution for single eow

2018-09-23 Thread Michael Artz
Are you using the scheduler in fair mode instead of fifo mode? Sent from my iPhone > On Sep 22, 2018, at 12:58 AM, Jatin Puri wrote: > > Hi. > > What tactics can I apply for such a scenario. > > I have a pipeline of 10 stages. Simple text processing. I train the data with > the pipeline

Lightweight pipeline execution for single eow

2018-09-21 Thread Jatin Puri
Hi. What tactics can I apply for such a scenario. I have a pipeline of 10 stages. Simple text processing. I train the data with the pipeline and for the fitted data, do some modelling and store the results. I also have a web-server, where I receive requests. For each request (dataframe of