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https://issues.apache.org/jira/browse/SOLR-11078?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16237257#comment-16237257
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Adrien Grand commented on SOLR-11078:
-------------------------------------

bq. Maybe we should update recommendations instead so that id fields would use 
StrField while true numbers would use point fields?

[[email protected]] I made that comment based on the assumption that there 
is no such recommendation today. 

bq. I thought that in Java terms it would be more efficient to use 
solr.TrieIntField (primitive types) over Strings.

In that case the high-level types don't really matter. Both strings and 
numerics are handled as a byte[] internally for searching, and as a long 
internally for faceting (we use ordinals to identify strings). The thing here 
is that trie fields are based on terms, which precompute the result set for 
every unique term, which makes exact queries fast (my_numeric_field:42) but 
merging result sets of multiple values expensive (my_numeric_field:[100 TO 
10000]) while points do not deduplicate data but organize it in a way that make 
ranges faster.

bq. There's no reason not to just use the trie-field method of manipulating the 
value such that the lexical order is equal to the numeric order.

Having a StrField variant that would only accepts numbers, use an encoding that 
preserves order and use numeric doc values sounds good to me as well. We might 
want to forbid range queries entirely in that case though as they could be very 
slow.



> Solr query performance degradation since Solr 6.4.2
> ---------------------------------------------------
>
>                 Key: SOLR-11078
>                 URL: https://issues.apache.org/jira/browse/SOLR-11078
>             Project: Solr
>          Issue Type: Bug
>      Security Level: Public(Default Security Level. Issues are Public) 
>          Components: search, Server
>    Affects Versions: 6.6, 7.1
>         Environment: * CentOS 7.3 (Linux zasolrm03 3.10.0-514.26.2.el7.x86_64 
> #1 SMP Tue Jul 4 15:04:05 UTC 2017 x86_64 x86_64 x86_64 GNU/Linux)
> * Java HotSpot(TM) 64-Bit Server VM (build 25.121-b13, mixed mode)
> * 4 CPU, 10GB RAM
> Running Solr 6.6.0 with the following JVM settings:
> java -server -Xms4G -Xmx4G -XX:NewRatio=3 -XX:SurvivorRatio=4 
> -XX:TargetSurvivorRatio=90 -XX:MaxTenuringThreshold=8 -XX:+UseConcMarkSweepGC 
> -XX:+UseParNewGC -XX:ConcGCThreads=4 -XX:ParallelGCThreads=4 
> -XX:+CMSScavengeBeforeRemark -XX:PretenureSizeThreshold=64m 
> -XX:+UseCMSInitiatingOccupancyOnly -XX:CMSInitiatingOccupancyFraction=50 
> -XX:CMSMaxAbortablePrecleanTime=6000 -XX:+CMSParallelRemarkEnabled 
> -XX:+ParallelRefProcEnabled -verbose:gc -XX:+PrintHeapAtGC 
> -XX:+PrintGCDetails -XX:+PrintGCDateStamps -XX:+PrintGCTimeStamps 
> -XX:+PrintTenuringDistribution -XX:+PrintGCApplicationStoppedTime 
> -Xloggc:/home/prodza/solrserver/../logs/solr_gc.log -XX:+UseGCLogFileRotation 
> -XX:NumberOfGCLogFiles=9 -XX:GCLogFileSize=20M 
> -Dsolr.log.dir=/home/prodza/solrserver/../logs -Djetty.port=8983 
> -DSTOP.PORT=7983 -DSTOP.KEY=solrrocks -Duser.timezone=SAST 
> -Djetty.home=/home/prodza/solrserver/server 
> -Dsolr.solr.home=/home/prodza/solrserver/../solr 
> -Dsolr.install.dir=/home/prodza/solrserver 
> -Dlog4j.configuration=file:/home/prodza/solrserver/../config/log4j.properties 
> -Xss256k -Xss256k -Dsolr.log.muteconsole 
> -XX:OnOutOfMemoryError=/home/prodza/solrserver/bin/oom_solr.sh 8983 
> /home/prodza/solrserver/../logs -jar start.jar --module=http
>            Reporter: bidorbuy
>            Priority: Major
>         Attachments: compare-6.4.2-6.6.0.png, core-admin-tradesearch.png, 
> jvm-stats.png, schema.xml, screenshot-1.png, screenshot-2.png, 
> solr-6-4-2-schema.xml, solr-6-4-2-solrconfig.xml, solr-7-1-0-managed-schema, 
> solr-7-1-0-solrconfig.xml, solr-sample-warning-log.txt, solr.in.sh, 
> solrconfig.xml
>
>
> We are currently running 2 separate Solr servers - refer to screenshots:
> * zasolrm02 is running on Solr 6.4.2
> * zasolrm03 is running on Solr 6.6.0
> Both servers have the same OS / JVM configuration and are using their own 
> indexes. We round-robin load-balance through our Tomcats and notice that 
> Since Solr 6.4.2 performance has dropped. We have two indices per server 
> "searchsuggestions" and "tradesearch". There is a noticeable drop in 
> performance since Solr 6.4.2.
> I am not sure if this is perhaps related to metric collation or other 
> underlying changes. I am not sure if other high transaction users have 
> noticed similar issues.
> *1) zasolrm03 (6.6.0) is almost twice as slow on the tradesearch index:*
> !compare-6.4.2-6.6.0.png!
> *2) This is also visible in the searchsuggestion index:*
> !screenshot-1.png!
> *3) The Tradesearch index shows the biggest difference:*
> !screenshot-2.png!



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