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Posted to solr-user@lucene.apache.org by Andrew Butkus <an...@c6-intelligence.com> on 2015/01/08 15:24:55 UTC

Solr Cloud, 100 shards, shards progressively become slower

Hi, we have 8 solr servers, split 4x4 across 2 data centers.



We have a collection of around ½ billion documents, split over 100 shards, each is replicated 4 times on separate nodes (evenly distributed across both data centers).



The problem we have is that when we use cursormark (and also when we don't use cursormark the pattern below is the same but just shorter in time) the time it takes to query each shard gets progressively longer when distrib=true , I have tried to query shards directly (with shards=) and select my own shards to query to see if it was a bandwidth bottleneck and the performance is normal / fine - when using pre-defined shards.



Does anyone know why the shards become progressively slower when distrib=true? Or any suggestions on how I can fix, or how to debug the problem further?



I have monitored the performance of CPU and it never goes above 10% on each server, so its not cpu, also the memory usage is about 4gb out of 16gb so its not a memory issue either.



I have tried all shard shuffling strategies incase it was a bottleneck at a server being over used but as above, the cpu never goes above 10%, and when I use shards= there are never any querytime bottlenecks.



Around



http://2.2.213:8985/solr/Collection_shard16_replica1/|http://1.1.1.16:8985/solr/Collection_shard16_replica2/|http://1.1.1.17:8985/solr/Collection_shard16_replica3/|http://2.2.216:8985/solr/Collection_shard16_replica4/<http://2.2.213:8985/solr/Collection_shard16_replica1/|http:/1.1.1.16:8985/solr/Collection_shard16_replica2/|http:/1.1.1.17:8985/solr/Collection_shard16_replica3/|http:/2.2.216:8985/solr/Collection_shard16_replica4/>":{

      "numFound":242899,

      "maxScore":null,

      "shardAddress":"http://1.1.1.17:8985/solr/Collection_shard16_replica3",

      "time":134},



The timings get progressively worse, (there is a pattern, the time it takes to run queries on shards increasingly gets worse after about the first 60 entries - even though the earlier ones took a few milliseconds)



Here is my trace output



{

  "responseHeader":{

    "status":0,

    "QTime":50093,

    "params":{

      "shard.shuffling.strategy":"query",

      "sort":"id ASC",

      "indent":"true",

      "q":"spec_country:\"United Kingdom\"",

      "shards.info":"true",

      "distrib":"true",

      "cursorMark":"*",

      "wt":"json",

      "rows":"0"}},

  "shards.info":{

    "http://1.1.1.17:8985/solr/Collection_shard78_replica3/|http://2.2.216:8985/solr/Collection_shard78_replica4/|http://2.2.213:8985/solr/Collection_shard78_replica1/|http://1.1.1.16:8985/solr/Collection_shard78_replica2/<http://1.1.1.17:8985/solr/Collection_shard78_replica3/|http:/2.2.216:8985/solr/Collection_shard78_replica4/|http:/2.2.213:8985/solr/Collection_shard78_replica1/|http:/1.1.1.16:8985/solr/Collection_shard78_replica2/>":{

      "numFound":243009,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard78_replica2",

      "time":24},

    "http://2.2.213:8985/solr/Collection_shard24_replica1/|http://1.1.1.16:8985/solr/Collection_shard24_replica2/|http://1.1.1.17:8985/solr/Collection_shard24_replica3/|http://2.2.216:8985/solr/Collection_shard24_replica4/<http://2.2.213:8985/solr/Collection_shard24_replica1/|http:/1.1.1.16:8985/solr/Collection_shard24_replica2/|http:/1.1.1.17:8985/solr/Collection_shard24_replica3/|http:/2.2.216:8985/solr/Collection_shard24_replica4/>":{

      "numFound":242309,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard24_replica2",

      "time":23},

    "http://1.1.1.17:8985/solr/Collection_shard70_replica3/|http://2.2.213:8985/solr/Collection_shard70_replica1/|http://1.1.1.16:8985/solr/Collection_shard70_replica2/|http://2.2.216:8985/solr/Collection_shard70_replica4/<http://1.1.1.17:8985/solr/Collection_shard70_replica3/|http:/2.2.213:8985/solr/Collection_shard70_replica1/|http:/1.1.1.16:8985/solr/Collection_shard70_replica2/|http:/2.2.216:8985/solr/Collection_shard70_replica4/>":{

     "numFound":242727,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard70_replica2",

      "time":23},

    "http://2.2.216:8985/solr/Collection_shard76_replica4/|http://1.1.1.17:8985/solr/Collection_shard76_replica3/|http://2.2.213:8985/solr/Collection_shard76_replica1/|http://1.1.1.16:8985/solr/Collection_shard76_replica2/<http://2.2.216:8985/solr/Collection_shard76_replica4/|http:/1.1.1.17:8985/solr/Collection_shard76_replica3/|http:/2.2.213:8985/solr/Collection_shard76_replica1/|http:/1.1.1.16:8985/solr/Collection_shard76_replica2/>":{

      "numFound":243324,

      "maxScore":null,

      "shardAddress":"http://2.2.216:8985/solr/Collection_shard76_replica4",

      "time":26},

    "http://2.2.214:8985/solr/Collection_shard29_replica1/|http://1.1.1.18:8985/solr/Collection_shard29_replica2/|http://1.1.1.15:8985/solr/Collection_shard29_replica3/|http://2.2.215:8985/solr/Collection_shard29_replica4/<http://2.2.214:8985/solr/Collection_shard29_replica1/|http:/1.1.1.18:8985/solr/Collection_shard29_replica2/|http:/1.1.1.15:8985/solr/Collection_shard29_replica3/|http:/2.2.215:8985/solr/Collection_shard29_replica4/>":{

      "numFound":242559,

      "maxScore":null,

      "shardAddress":"http://2.2.214:8985/solr/Collection_shard29_replica1",

      "time":25},

    "http://1.1.1.17:8985/solr/Collection_shard74_replica3/|http://2.2.213:8985/solr/Collection_shard74_replica1/|http://2.2.216:8985/solr/Collection_shard74_replica4/|http://1.1.1.16:8985/solr/Collection_shard74_replica2/<http://1.1.1.17:8985/solr/Collection_shard74_replica3/|http:/2.2.213:8985/solr/Collection_shard74_replica1/|http:/2.2.216:8985/solr/Collection_shard74_replica4/|http:/1.1.1.16:8985/solr/Collection_shard74_replica2/>":{

      "numFound":242419,

      "maxScore":null,

      "shardAddress":"http://2.2.216:8985/solr/Collection_shard74_replica4",

      "time":24},

    "http://1.1.1.18:8985/solr/Collection_shard33_replica2/|http://1.1.1.15:8985/solr/Collection_shard33_replica3/|http://2.2.214:8985/solr/Collection_shard33_replica1/|http://2.2.215:8985/solr/Collection_shard33_replica4/<http://1.1.1.18:8985/solr/Collection_shard33_replica2/|http:/1.1.1.15:8985/solr/Collection_shard33_replica3/|http:/2.2.214:8985/solr/Collection_shard33_replica1/|http:/2.2.215:8985/solr/Collection_shard33_replica4/>":{

      "numFound":242571,

      "maxScore":null,

      "shardAddress":"http://2.2.214:8985/solr/Collection_shard33_replica1",

      "time":25},

    "http://1.1.1.18:8985/solr/Collection_shard77_replica2/|http://2.2.215:8985/solr/Collection_shard77_replica4/|http://1.1.1.15:8985/solr/Collection_shard77_replica3/|http://2.2.214:8985/solr/Collection_shard77_replica1/<http://1.1.1.18:8985/solr/Collection_shard77_replica2/|http:/2.2.215:8985/solr/Collection_shard77_replica4/|http:/1.1.1.15:8985/solr/Collection_shard77_replica3/|http:/2.2.214:8985/solr/Collection_shard77_replica1/>":{

      "numFound":242901,

      "maxScore":null,

      "shardAddress":"http://2.2.215:8985/solr/Collection_shard77_replica4",

      "time":27},

    "http://1.1.1.18:8985/solr/Collection_shard75_replica2/|http://2.2.215:8985/solr/Collection_shard75_replica4/|http://1.1.1.15:8985/solr/Collection_shard75_replica3/|http://2.2.214:8985/solr/Collection_shard75_replica1/<http://1.1.1.18:8985/solr/Collection_shard75_replica2/|http:/2.2.215:8985/solr/Collection_shard75_replica4/|http:/1.1.1.15:8985/solr/Collection_shard75_replica3/|http:/2.2.214:8985/solr/Collection_shard75_replica1/>":{

      "numFound":242731,

      "maxScore":null,

      "shardAddress":"http://1.1.1.15:8985/solr/Collection_shard75_replica3",

      "time":29},

    "http://2.2.213:8985/solr/Collection_shard72_replica1/|http://1.1.1.17:8985/solr/Collection_shard72_replica3/|http://2.2.216:8985/solr/Collection_shard72_replica4/|http://1.1.1.16:8985/solr/Collection_shard72_replica2/<http://2.2.213:8985/solr/Collection_shard72_replica1/|http:/1.1.1.17:8985/solr/Collection_shard72_replica3/|http:/2.2.216:8985/solr/Collection_shard72_replica4/|http:/1.1.1.16:8985/solr/Collection_shard72_replica2/>":{

      "numFound":243030,

      "maxScore":null,

      "shardAddress":"http://2.2.216:8985/solr/Collection_shard72_replica4",

      "time":28},

    "http://2.2.213:8985/solr/Collection_shard26_replica1/|http://1.1.1.17:8985/solr/Collection_shard26_replica3/|http://1.1.1.16:8985/solr/Collection_shard26_replica2/|http://2.2.216:8985/solr/Collection_shard26_replica4/<http://2.2.213:8985/solr/Collection_shard26_replica1/|http:/1.1.1.17:8985/solr/Collection_shard26_replica3/|http:/1.1.1.16:8985/solr/Collection_shard26_replica2/|http:/2.2.216:8985/solr/Collection_shard26_replica4/>":{

      "numFound":243083,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard26_replica2",

      "time":29},

    "http://1.1.1.18:8985/solr/Collection_shard25_replica2/|http://1.1.1.15:8985/solr/Collection_shard25_replica3/|http://2.2.214:8985/solr/Collection_shard25_replica1/|http://2.2.215:8985/solr/Collection_shard25_replica4/<http://1.1.1.18:8985/solr/Collection_shard25_replica2/|http:/1.1.1.15:8985/solr/Collection_shard25_replica3/|http:/2.2.214:8985/solr/Collection_shard25_replica1/|http:/2.2.215:8985/solr/Collection_shard25_replica4/>":{

      "numFound":243050,

      "maxScore":null,

      "shardAddress":"http://2.2.215:8985/solr/Collection_shard25_replica4",

      "time":29},

    "http://2.2.215:8985/solr/Collection_shard73_replica4/|http://1.1.1.18:8985/solr/Collection_shard73_replica2/|http://1.1.1.15:8985/solr/Collection_shard73_replica3/|http://2.2.214:8985/solr/Collection_shard73_replica1/<http://2.2.215:8985/solr/Collection_shard73_replica4/|http:/1.1.1.18:8985/solr/Collection_shard73_replica2/|http:/1.1.1.15:8985/solr/Collection_shard73_replica3/|http:/2.2.214:8985/solr/Collection_shard73_replica1/>":{

      "numFound":243667,

      "maxScore":null,

      "shardAddress":"http://2.2.215:8985/solr/Collection_shard73_replica4",

      "time":29},

    "http://2.2.215:8985/solr/Collection_shard71_replica4/|http://1.1.1.18:8985/solr/Collection_shard71_replica2/|http://1.1.1.15:8985/solr/Collection_shard71_replica3/|http://2.2.214:8985/solr/Collection_shard71_replica1/<http://2.2.215:8985/solr/Collection_shard71_replica4/|http:/1.1.1.18:8985/solr/Collection_shard71_replica2/|http:/1.1.1.15:8985/solr/Collection_shard71_replica3/|http:/2.2.214:8985/solr/Collection_shard71_replica1/>":{

      "numFound":242827,

      "maxScore":null,

      "shardAddress":"http://1.1.1.18:8985/solr/Collection_shard71_replica2",

      "time":34},

    "http://2.2.213:8985/solr/Collection_shard32_replica1/|http://1.1.1.17:8985/solr/Collection_shard32_replica3/|http://1.1.1.16:8985/solr/Collection_shard32_replica2/|http://2.2.216:8985/solr/Collection_shard32_replica4/<http://2.2.213:8985/solr/Collection_shard32_replica1/|http:/1.1.1.17:8985/solr/Collection_shard32_replica3/|http:/1.1.1.16:8985/solr/Collection_shard32_replica2/|http:/2.2.216:8985/solr/Collection_shard32_replica4/>":{

      "numFound":242320,

      "maxScore":null,

      "shardAddress":"http://2.2.216:8985/solr/Collection_shard32_replica4",

      "time":33},

    "http://2.2.215:8985/solr/Collection_shard69_replica4/|http://1.1.1.18:8985/solr/Collection_shard69_replica2/|http://1.1.1.15:8985/solr/Collection_shard69_replica3/|http://2.2.214:8985/solr/Collection_shard69_replica1/<http://2.2.215:8985/solr/Collection_shard69_replica4/|http:/1.1.1.18:8985/solr/Collection_shard69_replica2/|http:/1.1.1.15:8985/solr/Collection_shard69_replica3/|http:/2.2.214:8985/solr/Collection_shard69_replica1/>":{

      "numFound":243481,

      "maxScore":null,

      "shardAddress":"http://2.2.214:8985/solr/Collection_shard69_replica1",

      "time":33},

    "http://1.1.1.18:8985/solr/Collection_shard31_replica2/|http://1.1.1.15:8985/solr/Collection_shard31_replica3/|http://2.2.214:8985/solr/Collection_shard31_replica1/|http://2.2.215:8985/solr/Collection_shard31_replica4/<http://1.1.1.18:8985/solr/Collection_shard31_replica2/|http:/1.1.1.15:8985/solr/Collection_shard31_replica3/|http:/2.2.214:8985/solr/Collection_shard31_replica1/|http:/2.2.215:8985/solr/Collection_shard31_replica4/>":{

      "numFound":242878,

      "maxScore":null,

      "shardAddress":"http://2.2.215:8985/solr/Collection_shard31_replica4",

      "time":34},

    "http://2.2.214:8985/solr/Collection_shard59_replica1/|http://2.2.215:8985/solr/Collection_shard59_replica4/|http://1.1.1.15:8985/solr/Collection_shard59_replica3/|http://1.1.1.18:8985/solr/Collection_shard59_replica2/<http://2.2.214:8985/solr/Collection_shard59_replica1/|http:/2.2.215:8985/solr/Collection_shard59_replica4/|http:/1.1.1.15:8985/solr/Collection_shard59_replica3/|http:/1.1.1.18:8985/solr/Collection_shard59_replica2/>":{

      "numFound":243374,

      "maxScore":null,

      "shardAddress":"http://1.1.1.15:8985/solr/Collection_shard59_replica3",

      "time":20},

    "http://1.1.1.18:8985/solr/Collection_shard23_replica2/|http://1.1.1.15:8985/solr/Collection_shard23_replica3/|http://2.2.214:8985/solr/Collection_shard23_replica1/|http://2.2.215:8985/solr/Collection_shard23_replica4/<http://1.1.1.18:8985/solr/Collection_shard23_replica2/|http:/1.1.1.15:8985/solr/Collection_shard23_replica3/|http:/2.2.214:8985/solr/Collection_shard23_replica1/|http:/2.2.215:8985/solr/Collection_shard23_replica4/>":{

      "numFound":243482,

      "maxScore":null,

      "shardAddress":"http://2.2.214:8985/solr/Collection_shard23_replica1",

      "time":22},

    "http://1.1.1.17:8985/solr/Collection_shard68_replica3/|http://2.2.213:8985/solr/Collection_shard68_replica1/|http://1.1.1.16:8985/solr/Collection_shard68_replica2/|http://2.2.216:8985/solr/Collection_shard68_replica4/<http://1.1.1.17:8985/solr/Collection_shard68_replica3/|http:/2.2.213:8985/solr/Collection_shard68_replica1/|http:/1.1.1.16:8985/solr/Collection_shard68_replica2/|http:/2.2.216:8985/solr/Collection_shard68_replica4/>":{

      "numFound":242898,

      "maxScore":null,

      "shardAddress":"http://1.1.1.17:8985/solr/Collection_shard68_replica3",

      "time":35},

    "http://1.1.1.17:8985/solr/Collection_shard60_replica3/|http://2.2.213:8985/solr/Collection_shard60_replica1/|http://2.2.216:8985/solr/Collection_shard60_replica4/|http://1.1.1.16:8985/solr/Collection_shard60_replica2/<http://1.1.1.17:8985/solr/Collection_shard60_replica3/|http:/2.2.213:8985/solr/Collection_shard60_replica1/|http:/2.2.216:8985/solr/Collection_shard60_replica4/|http:/1.1.1.16:8985/solr/Collection_shard60_replica2/>":{

      "numFound":243392,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard60_replica2",

      "time":23},

    "http://1.1.1.18:8985/solr/Collection_shard15_replica2/|http://1.1.1.15:8985/solr/Collection_shard15_replica3/|http://2.2.214:8985/solr/Collection_shard15_replica1/|http://2.2.215:8985/solr/Collection_shard15_replica4/<http://1.1.1.18:8985/solr/Collection_shard15_replica2/|http:/1.1.1.15:8985/solr/Collection_shard15_replica3/|http:/2.2.214:8985/solr/Collection_shard15_replica1/|http:/2.2.215:8985/solr/Collection_shard15_replica4/>":{

      "numFound":242558,

      "maxScore":null,

      "shardAddress":"http://1.1.1.15:8985/solr/Collection_shard15_replica3",

      "time":26},

    "http://1.1.1.18:8985/solr/Collection_shard21_replica2/|http://1.1.1.15:8985/solr/Collection_shard21_replica3/|http://2.2.214:8985/solr/Collection_shard21_replica1/|http://2.2.215:8985/solr/Collection_shard21_replica4/<http://1.1.1.18:8985/solr/Collection_shard21_replica2/|http:/1.1.1.15:8985/solr/Collection_shard21_replica3/|http:/2.2.214:8985/solr/Collection_shard21_replica1/|http:/2.2.215:8985/solr/Collection_shard21_replica4/>":{

      "numFound":242492,

      "maxScore":null,

      "shardAddress":"http://1.1.1.15:8985/solr/Collection_shard21_replica3",

      "time":25},

    "http://1.1.1.17:8985/solr/Collection_shard64_replica3/|http://2.2.216:8985/solr/Collection_shard64_replica4/|http://2.2.213:8985/solr/Collection_shard64_replica1/|http://1.1.1.16:8985/solr/Collection_shard64_replica2/<http://1.1.1.17:8985/solr/Collection_shard64_replica3/|http:/2.2.216:8985/solr/Collection_shard64_replica4/|http:/2.2.213:8985/solr/Collection_shard64_replica1/|http:/1.1.1.16:8985/solr/Collection_shard64_replica2/>":{

      "numFound":243205,

      "maxScore":null,

      "shardAddress":"http://2.2.216:8985/solr/Collection_shard64_replica4",

      "time":25},

    "http://1.1.1.17:8985/solr/Collection_shard94_replica3/|http://2.2.213:8985/solr/Collection_shard94_replica1/|http://2.2.216:8985/solr/Collection_shard94_replica4/|http://1.1.1.16:8985/solr/Collection_shard94_replica2/<http://1.1.1.17:8985/solr/Collection_shard94_replica3/|http:/2.2.213:8985/solr/Collection_shard94_replica1/|http:/2.2.216:8985/solr/Collection_shard94_replica4/|http:/1.1.1.16:8985/solr/Collection_shard94_replica2/>":{

      "numFound":242995,

      "maxScore":null,

      "shardAddress":"http://1.1.1.16:8985/solr/Collection_shard94_replica2",

      "time":21},

    "http://1.1.1.17:8985/solr/Collection_shard98_replica3/|http://2.2.216:8985/solr/Collection_shard98_replica4/|http://2.2.213:8985/solr/Collection_shard98_replica1/|http://1.1.1.16:8985/solr/Collection_shard98_replica2/<http://1.1.1.17:8985/solr/Collection_shard98_replica3/|http:/2.2.216:8985/solr/Collection_shard98_replica4/|http:/2.2.213:8985/solr/Collection_shard98_replica1/|http:/1.1.1.16:8985/solr/Collection_shard98_replica2/>":{

      "numFound":243837,

      "maxScore":null,

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