Re: HPA - Kubernetes for Spark

2021-01-10 Thread Sachit Murarka
Hi , Yes I know by setting shuffle tracking property enabled we can use DRA. But , it is marked as experimental. Is it advised to use ? Also , regarding HPA. We do not have HPA differently as such for Spark. Right? Kind Regards, Sachit Murarka On Mon, Jan 11, 2021 at 2:17 AM Sandish Kumar HN

Re: HPA - Kubernetes for Spark

2021-01-10 Thread Sandish Kumar HN
Sachit, K8S based spark dynamic allocation is only available on Spark 3.0.X+ and that too without External Shuffling Service. https://github.com/GoogleCloudPlatform/spark-on-k8s-operator/blob/master/docs/user-guide.md#dynamic-allocation

HPA - Kubernetes for Spark

2021-01-10 Thread Sachit Murarka
Hi All, I have read about HPA Horizontal Pod Autoscaling(for pod scaling). I understand it can be achieved by setting the request and limit for resources in yaml: kubectl autoscale deploy/application-cpu --cpu-percent=95 --min=1 --max=10 // example command. But does Kubernetes actually work