Joel Bernstein created SOLR-12178:
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             Summary: Improve efficiency of random sampling
                 Key: SOLR-12178
                 URL: https://issues.apache.org/jira/browse/SOLR-12178
             Project: Solr
          Issue Type: Improvement
      Security Level: Public (Default Security Level. Issues are Public)
            Reporter: Joel Bernstein


Currently the *random* Streaming Expression performs a distributed random 
sampling using *CloudSolrClient*. This means that a random sample of *N* docs 
from each shard is read into memory on the aggregator node and then a page of 
*N* docs is created from the samples from from each shard. Reading all the 
samples from the shards into memory in the aggregator node means the memory 
consumption for random sampling grows as a function of: N*numshards. This 
clearly limits both N and numshards.

This ticket will change the random sampling approach to an approach similar to 
the one used in CloudSolrStream where a stream is generated from the shards 
without reading all the documents into memory.

 

 

 

 



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