Re: spark driver with OOM due to org.apache.spark.status.ElementTrackingStore

2022-08-04 Thread Qian SUN
I have no other advice for this. Does the situation improve after parameter configuration? Jason Jun 于2022年8月5日周五 06:55写道: > Hi Qian, > > Thanks for your feedback. We're using spark ver 3.1.2, these are set : > > spark.ui.retainedJobs 10 > spark.ui.retainedStages 10 > spark.ui.retainedTasks 100

Re: spark driver with OOM due to org.apache.spark.status.ElementTrackingStore

2022-08-02 Thread Qian Sun
Hi Jason LiveUI initializes ElementTrackingStore with InMemoryStore, so it has OOM risk. /** * Create an in-memory store for a live application. */ def createLiveStore( conf: SparkConf, appStatusSource: Option[AppStatusSource] = None): AppStatusStore = { val store = new ElementTracking

spark driver with OOM due to org.apache.spark.status.ElementTrackingStore

2022-08-02 Thread Jason Jun
He there, We have spark driver running 24x7, and we are continiously getting OOM in spark driver every 10 days. I found org.apache.spark.status.ElementTrackingStore keep 85% of heap usage after analyzing heap dump like this image: [image: image.png] i found these parameter would be the root cause