RE: Thin client vs client node performance in Spark

2018-10-12 Thread Stanislav Lukyanov
Stan From: eugene miretsky Sent: 24 августа 2018 г. 19:45 To: user@ignite.apache.org Subject: Re: Thin client vs client node performance in Spark So I decreased the number of spark executors to 2, and the problem went away.  However, what's the general guidline about number of nodes/clients tha

Re: Thin client vs client node performance in Spark

2018-08-24 Thread eugene miretsky
Attached is the error I get from ignitevisorcmd.sh after calling the cache command (the command just hangs). To me it looks like all the spark executrors (10 in my test) start a new client node, and some of those nodes get terminated and restarted as the executor die. This seems to really confuse

Re: Thin client vs client node performance in Spark

2018-08-24 Thread eugene miretsky
Thanks, So the way I understand it, thick client will use the affinitly key to send data to the right node, and hence will split the traiffic between all the nodes, the thin client will just send the data to one node, and that node will be responsible to send it to the actual node that owns the

Re: Thin client vs client node performance in Spark

2018-08-14 Thread akurbanov
Hi, Spark integration was implemented before java thin client was released and thick client performs better than thin one in general. Is your question related to existence of benchmarks for thin vs thick clients in Spark integration or just a comparison of these two options? Thin clients'

Thin client vs client node performance in Spark

2018-08-14 Thread eugene miretsky
Hello, What are the tradeoffs of using the thin client vs client node? Are there any benchmarks? The Spark client is using the latter (client node) - is that for performance reasons or just legacy? Cheers, Eugene