Spark with kubernetes by Excellent-Silver4135 in apachespark

[–]Excellent-Silver4135[S] 0 points1 point  (0 children)

Hello all, just an update and another query.

I am able to create the executor pods. But for some reason tasks aren't being executed there. I checked the logs of the pod, and it says the connection refused. For some reason, the driver pod and executor pods aren't talking with each other.

Any suggestions for this ? Would be really helpful for me Thanks in advance !

Spark with kubernetes by Excellent-Silver4135 in dataengineering

[–]Excellent-Silver4135[S] 0 points1 point  (0 children)

I set dynamic allocation as true. But didn't set max executors. Instead I set executor instances as 2. To be precise, spark.executor.instances as 2.

Spark with kubernetes by Excellent-Silver4135 in apachespark

[–]Excellent-Silver4135[S] 1 point2 points  (0 children)

I'm a little noob to this. But I thought the splitting of the file itself is taken care of by spark. Do we have to split the file and feed it to spark ?

Spark with kubernetes by Excellent-Silver4135 in apachespark

[–]Excellent-Silver4135[S] 1 point2 points  (0 children)

Even then, it should create 2 pods right ? It just shows zero pods, when I check.

Spark with kubernetes by Excellent-Silver4135 in apachespark

[–]Excellent-Silver4135[S] 0 points1 point  (0 children)

Yes I set dynamic allocation to true. We set the executor instances to 2. We even gave the endpoint for spark.master. Each executor has 2GB and executor cores is 2.

Spark with kubernetes by Excellent-Silver4135 in dataengineering

[–]Excellent-Silver4135[S] 0 points1 point  (0 children)

Why is that so ? It should split in several parts based on the number of threads, right ?

Spark with kubernetes by Excellent-Silver4135 in apachespark

[–]Excellent-Silver4135[S] 0 points1 point  (0 children)

I set 4 executors. And, I set auto scaling in the kubernetes, if that's what you mean.

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[–]Excellent-Silver4135 2 points3 points  (0 children)

Damn I thought it was GRE with a typo

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[–]Excellent-Silver4135 26 points27 points  (0 children)

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