Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-05 Thread Joe Obernberger
Thank you Joel.  I gave each node in the cluster 24g of heap and it ran, but then failed on the 50th iteration (was trying to do 1,000). This time, I have the error on the node and the exception from the client running the stream command.  The node (Doris) has 3 errors that occurred at the sam

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-05 Thread Joel Bernstein
Hi Joe, Currently you will eventually run into memory problems if the training sets gets too large. Under the covers on each node it is creating a matrix with a row for each document and a column for each feature. This can get large quite quickly. By choosing fewer features you can make this matri

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-05 Thread Joe Obernberger
I tried to build a large model based on about 1.2 million documents.  One of the nodes ran out of memory and killed itself. Is this much data not reasonable to use?  The nodes have 16g of heap.  Happy to increase it, but not sure if this is possible? Thank you! -Joe On 4/5/2018 10:24 AM, Jo

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-05 Thread Joe Obernberger
Thank you Shawn - sorry so long to respond, been playing around with this a good bit.  It is an amazing capability.  It looks like it could be related to certain nodes in the cluster not responding quickly enough.  In one case, I got the concurrent.ExecutionException, but it looks like the root

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-02 Thread Shawn Heisey
On 4/2/2018 1:55 PM, Joe Obernberger wrote: > The training data was split across 20 shards - specifically created with: > http://icarus.querymasters.com:9100/solr/admin/collections?action=CREATE&name=MODEL1024_1522696624083&numShards=20&replicationFactor=2&maxShardsPerNode=5&collection.configName=T

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-02 Thread Joe Obernberger
Hi Joel - thank you for your reply.  Yes, the machine (Vesta) is up, and I can access it.  I don't see anything specific in the log, apart from the same error, but this time to a different server.  We have constant indexing happening on this cluster, so if one went down, the indexing would stop

Re: Solr 7.1.0 - concurrent.ExecutionException building model

2018-04-02 Thread Joel Bernstein
It looks like it accessing a replica that's down. Are the logs from http://vesta:9100/solr/MODEL1024_1522696624083_shard20_replica_n75 reporting any issues? When you go to that url is it back up and running? Joel Bernstein http://joelsolr.blogspot.com/ On Mon, Apr 2, 2018 at 3:55 PM, Joe Obernber