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LevelDB初体验测试
最近工作需要找一个能使用磁盘存储数据,对写要求比较苛刻,需要每秒达100000TPS,读的时候需要能10000TPS左右,不能占用太多内存。单节点满足这个要求的常见有Redis、Memcached等,但是这个东西太费内存了,代价比较高,不太合适。找来找去,找到Leveldb这个神器了,在写的时候对内存要求不高,读的时候根据性能要求的不同需要对应的内存,如果使用SSD就是完美搭配了。
目前主要测试写入性能,发现Leveldb还是使用单线程插入最为高效,但是写入性能非常惊人。
测试数据:
key=timeline+【0,20亿】
value=http://www.mamicode.com/128字节
测试环境:
CPU:16核,Mem:32G 磁盘:SSD
写入客户端:
leveldbjni+1Java thread ,write_buffer_size=512MB
插入20亿条数据的统计数据如下:
插入数据过程中,CPU消耗比较小,多的时候在160%,少的时候在80%左右,插入过程中对内存消耗比较小,与设定的512MB比较接近,没有大的变化,load小于1;
插入完成之后,磁盘文件总个数为14913个,占用磁盘存储空间31G。
全局的avgTps=149594,以插入500W条数据的时候,阶段性的minTps=84631,maxTps=234796。
插入50亿条数据的统计数据如下:
插入数据过程中,CPU消耗比较小,多的时候在160%,少的时候在80%左右,插入过程中对内存消耗比较小,与设定的512MB比较接近,没有大的变化,load小于1;
插入完成之后,磁盘文件总个数为32318个,占用磁盘存储空间77G。
全局的avgTps=158272,以插入1000W条数据的为基准阶段性的minTps=100000,maxTps=232558。
附注(1) :以下为插入20亿条数据,以每插入500W记录为周期统计的消耗时长、阶段性TPS
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userId=110000000;time=22627;tps=220974
userId=115000000;time=22378;tps=223433
userId=120000000;time=21954;tps=227748
userId=125000000;time=24661;tps=202749
userId=130000000;time=24621;tps=203078
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userId=140000000;time=22577;tps=221464
userId=145000000;time=22672;tps=220536
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userId=160000000;time=25119;tps=199052
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userId=195000000;time=29368;tps=170253
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userId=1995000000;time=50100;tps=99800
userId=2000000000;time=53010;tps=94321
附注(2) :以下为插入50亿条数据,以每插入1000W记录为周期统计的消耗时长、阶段性TPS、全局TPS记录
time=1350646540415;value length=128;threadcount=1;writeBufferSize=536870912;insertCount=5000000000
userID=10000000;time=:47423;tps= 212765;avgTps=212765
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userID=3000000000;time=:66894;tps= 151515;avgTps=161585
userID=3010000000;time=:67544;tps= 149253;avgTps=161541
userID=3020000000;time=:61059;tps= 163934;avgTps=161549
userID=3030000000;time=:65536;tps= 153846;avgTps=161513
userID=3040000000;time=:62042;tps= 161290;avgTps=161513
userID=3050000000;time=:62364;tps= 161290;avgTps=161512
userID=3060000000;time=:65038;tps= 153846;avgTps=161486
userID=3070000000;time=:60612;tps= 166666;avgTps=161493
userID=3080000000;time=:67514;tps= 149253;avgTps=161442
userID=3090000000;time=:65353;tps= 153846;avgTps=161416
userID=3100000000;time=:65558;tps= 153846;avgTps=161391
userID=3110000000;time=:66961;tps= 151515;avgTps=161348
userID=3120000000;time=:66323;tps= 151515;avgTps=161307
userID=3130000000;time=:64331;tps= 156250;avgTps=161290
userID=3140000000;time=:66320;tps= 151515;avgTps=161257
userID=3150000000;time=:58722;tps= 172413;avgTps=161282
userID=3160000000;time=:66976;tps= 151515;avgTps=161240
userID=3170000000;time=:59086;tps= 169491;avgTps=161265
userID=3180000000;time=:61851;tps= 163934;avgTps=161265
userID=3190000000;time=:67935;tps= 149253;avgTps=161216
userID=3200000000;time=:62571;tps= 161290;avgTps=161209
userID=3210000000;time=:65738;tps= 153846;avgTps=161185
userID=3220000000;time=:62320;tps= 161290;avgTps=161177
userID=3230000000;time=:59171;tps= 169491;avgTps=161201
userID=3240000000;time=:64021;tps= 156250;avgTps=161186
userID=3250000000;time=:60812;tps= 166666;avgTps=161194
userID=3260000000;time=:59736;tps= 169491;avgTps=161218
userID=3270000000;time=:67095;tps= 149253;avgTps=161179
userID=3280000000;time=:61408;tps= 163934;avgTps=161179
userID=3290000000;time=:66236;tps= 151515;avgTps=161148
userID=3300000000;time=:60601;tps= 166666;avgTps=161156
userID=3310000000;time=:64144;tps= 156250;avgTps=161141
userID=3320000000;time=:64422;tps= 156250;avgTps=161125
userID=3330000000;time=:61731;tps= 163934;avgTps=161126
userID=3340000000;time=:61651;tps= 163934;avgTps=161126
userID=3350000000;time=:66834;tps= 151515;avgTps=161096
userID=3360000000;time=:63101;tps= 158730;avgTps=161081
userID=3370000000;time=:63737;tps= 158730;avgTps=161074
userID=3380000000;time=:60729;tps= 166666;avgTps=161082
userID=3390000000;time=:65565;tps= 153846;avgTps=161052
userID=3400000000;time=:65488;tps= 153846;avgTps=161030
userID=3410000000;time=:59137;tps= 169491;avgTps=161054
userID=3420000000;time=:67818;tps= 149253;avgTps=161009
userID=3430000000;time=:62450;tps= 161290;avgTps=161002
userID=3440000000;time=:65016;tps= 153846;avgTps=160980
userID=3450000000;time=:67392;tps= 149253;avgTps=160944
userID=3460000000;time=:62499;tps= 161290;avgTps=160945
userID=3470000000;time=:71503;tps= 140845;avgTps=160871
userID=3480000000;time=:67959;tps= 149253;avgTps=160828
userID=3490000000;time=:58950;tps= 172413;avgTps=160851
userID=3500000000;time=:69562;tps= 144927;avgTps=160801
userID=3510000000;time=:61594;tps= 163934;avgTps=160802
userID=3520000000;time=:68200;tps= 147058;avgTps=160759
userID=3530000000;time=:65862;tps= 153846;avgTps=160732
userID=3540000000;time=:60062;tps= 166666;avgTps=160748
userID=3550000000;time=:63965;tps= 158730;avgTps=160735
userID=3560000000;time=:60898;tps= 166666;avgTps=160744
userID=3570000000;time=:65949;tps= 153846;avgTps=160716
userID=3580000000;time=:69630;tps= 144927;avgTps=160660
userID=3590000000;time=:59822;tps= 169491;avgTps=160683
userID=3600000000;time=:67933;tps= 149253;avgTps=160642
userID=3610000000;time=:69352;tps= 144927;avgTps=160587
userID=3620000000;time=:59480;tps= 169491;avgTps=160610
userID=3630000000;time=:67725;tps= 149253;avgTps=160569
userID=3640000000;time=:63755;tps= 158730;avgTps=160557
userID=3650000000;time=:67187;tps= 149253;avgTps=160524
userID=3660000000;time=:63243;tps= 158730;avgTps=160519
userID=3670000000;time=:63089;tps= 158730;avgTps=160514
userID=3680000000;time=:68734;tps= 147058;avgTps=160467
userID=3690000000;time=:65750;tps= 153846;avgTps=160441
userID=3700000000;time=:63055;tps= 158730;avgTps=160437
userID=3710000000;time=:70642;tps= 142857;avgTps=160383
userID=3720000000;time=:59737;tps= 169491;avgTps=160400
userID=3730000000;time=:61698;tps= 163934;avgTps=160402
userID=3740000000;time=:62265;tps= 161290;avgTps=160404
userID=3750000000;time=:64576;tps= 156250;avgTps=160386
userID=3760000000;time=:70332;tps= 142857;avgTps=160334
userID=3770000000;time=:61648;tps= 163934;avgTps=160336
userID=3780000000;time=:67159;tps= 149253;avgTps=160305
userID=3790000000;time=:67816;tps= 149253;avgTps=160267
userID=3800000000;time=:64351;tps= 156250;avgTps=160256
userID=3810000000;time=:69760;tps= 144927;avgTps=160205
userID=3820000000;time=:62651;tps= 161290;avgTps=160208
userID=3830000000;time=:61903;tps= 163934;avgTps=160210
userID=3840000000;time=:68091;tps= 147058;avgTps=160173
userID=3850000000;time=:59789;tps= 169491;avgTps=160189
userID=3860000000;time=:70346;tps= 142857;avgTps=160139
userID=3870000000;time=:65808;tps= 153846;avgTps=160115
userID=3880000000;time=:67164;tps= 149253;avgTps=160085
userID=3890000000;time=:75966;tps= 133333;avgTps=159996
userID=3900000000;time=:64210;tps= 156250;avgTps=159980
userID=3910000000;time=:68918;tps= 147058;avgTps=159944
userID=3920000000;time=:70212;tps= 142857;avgTps=159889
userID=3930000000;time=:61918;tps= 163934;avgTps=159892
userID=3940000000;time=:69572;tps= 144927;avgTps=159850
userID=3950000000;time=:65535;tps= 153846;avgTps=159828
userID=3960000000;time=:63641;tps= 158730;avgTps=159825
userID=3970000000;time=:67651;tps= 149253;avgTps=159790
userID=3980000000;time=:63995;tps= 158730;avgTps=159781
userID=3990000000;time=:69025;tps= 144927;avgTps=159740
userID=4000000000;time=:63695;tps= 158730;avgTps=159731
userID=4010000000;time=:65549;tps= 153846;avgTps=159716
userID=4020000000;time=:70621;tps= 142857;avgTps=159663
userID=4030000000;time=:60401;tps= 166666;avgTps=159679
userID=4040000000;time=:63539;tps= 158730;avgTps=159671
userID=4050000000;time=:66037;tps= 151515;avgTps=159649
userID=4060000000;time=:66489;tps= 151515;avgTps=159628
userID=4070000000;time=:70593;tps= 142857;avgTps=159576
userID=4080000000;time=:67623;tps= 149253;avgTps=159543
userID=4090000000;time=:64871;tps= 156250;avgTps=159535
userID=4100000000;time=:74305;tps= 135135;avgTps=159458
userID=4110000000;time=:62967;tps= 161290;avgTps=159456
userID=4120000000;time=:64515;tps= 156250;avgTps=159448
userID=4130000000;time=:67877;tps= 149253;avgTps=159416
userID=4140000000;time=:62749;tps= 161290;avgTps=159414
userID=4150000000;time=:71901;tps= 140845;avgTps=159357
userID=4160000000;time=:64482;tps= 156250;avgTps=159350
userID=4170000000;time=:63236;tps= 158730;avgTps=159348
userID=4180000000;time=:68691;tps= 147058;avgTps=159310
userID=4190000000;time=:60939;tps= 166666;avgTps=159321
userID=4200000000;time=:67566;tps= 149253;avgTps=159290
userID=4210000000;time=:65504;tps= 153846;avgTps=159276
userID=4220000000;time=:68965;tps= 147058;avgTps=159239
userID=4230000000;time=:73385;tps= 136986;avgTps=159172
userID=4240000000;time=:60925;tps= 166666;avgTps=159189
userID=4250000000;time=:62681;tps= 161290;avgTps=159187
userID=4260000000;time=:64043;tps= 156250;avgTps=159180
userID=4270000000;time=:65409;tps= 153846;avgTps=159162
userID=4280000000;time=:74987;tps= 135135;avgTps=159090
userID=4290000000;time=:63671;tps= 158730;avgTps=159089
userID=4300000000;time=:61084;tps= 163934;avgTps=159100
userID=4310000000;time=:67340;tps= 149253;avgTps=159069
userID=4320000000;time=:62504;tps= 161290;avgTps=159075
userID=4330000000;time=:65219;tps= 153846;avgTps=159062
userID=4340000000;time=:64840;tps= 156250;avgTps=159050
userID=4350000000;time=:65498;tps= 153846;avgTps=159031
userID=4360000000;time=:74043;tps= 135135;avgTps=158967
userID=4370000000;time=:62916;tps= 161290;avgTps=158966
userID=4380000000;time=:62675;tps= 161290;avgTps=158972
userID=4390000000;time=:68395;tps= 147058;avgTps=158937
userID=4400000000;time=:64746;tps= 156250;avgTps=158925
userID=4410000000;time=:69469;tps= 144927;avgTps=158890
userID=4420000000;time=:62111;tps= 161290;avgTps=158895
userID=4430000000;time=:69213;tps= 144927;avgTps=158861
userID=4440000000;time=:73218;tps= 136986;avgTps=158798
userID=4450000000;time=:66510;tps= 151515;avgTps=158781
userID=4460000000;time=:70077;tps= 142857;avgTps=158741
userID=4470000000;time=:63751;tps= 158730;avgTps=158735
userID=4480000000;time=:63922;tps= 158730;avgTps=158730
userID=4490000000;time=:73781;tps= 136986;avgTps=158668
userID=4500000000;time=:61820;tps= 163934;avgTps=158679
userID=4510000000;time=:62751;tps= 161290;avgTps=158679
userID=4520000000;time=:66273;tps= 151515;avgTps=158663
userID=4530000000;time=:62885;tps= 161290;avgTps=158663
userID=4540000000;time=:69070;tps= 144927;avgTps=158630
userID=4550000000;time=:65909;tps= 153846;avgTps=158613
userID=4560000000;time=:63146;tps= 158730;avgTps=158614
userID=4570000000;time=:69967;tps= 144927;avgTps=158575
userID=4580000000;time=:61229;tps= 163934;avgTps=158581
userID=4590000000;time=:63066;tps= 158730;avgTps=158582
userID=4600000000;time=:66804;tps= 151515;avgTps=158566
userID=4610000000;time=:61763;tps= 163934;avgTps=158571
userID=4620000000;time=:72190;tps= 138888;avgTps=158523
userID=4630000000;time=:60433;tps= 166666;avgTps=158534
userID=4640000000;time=:65365;tps= 153846;avgTps=158524
userID=4650000000;time=:65619;tps= 153846;avgTps=158508
userID=4660000000;time=:65445;tps= 153846;avgTps=158498
userID=4670000000;time=:64404;tps= 156250;avgTps=158487
userID=4680000000;time=:62416;tps= 161290;avgTps=158493
userID=4690000000;time=:65010;tps= 153846;avgTps=158483
userID=4700000000;time=:69881;tps= 144927;avgTps=158446
userID=4710000000;time=:61004;tps= 163934;avgTps=158457
userID=4720000000;time=:68981;tps= 147058;avgTps=158426
userID=4730000000;time=:63946;tps= 158730;avgTps=158421
userID=4740000000;time=:62081;tps= 161290;avgTps=158427
userID=4750000000;time=:66268;tps= 151515;avgTps=158412
userID=4760000000;time=:57679;tps= 175438;avgTps=158439
userID=4770000000;time=:63884;tps= 158730;avgTps=158434
userID=4780000000;time=:69470;tps= 144927;avgTps=158404
userID=4790000000;time=:61998;tps= 163934;avgTps=158409
userID=4800000000;time=:67009;tps= 149253;avgTps=158389
userID=4810000000;time=:63371;tps= 158730;avgTps=158385
userID=4820000000;time=:65286;tps= 153846;avgTps=158375
userID=4830000000;time=:62930;tps= 161290;avgTps=158376
userID=4840000000;time=:63722;tps= 158730;avgTps=158371
userID=4850000000;time=:67938;tps= 149253;avgTps=158346
userID=4860000000;time=:64155;tps= 156250;avgTps=158342
userID=4870000000;time=:63548;tps= 158730;avgTps=158343
userID=4880000000;time=:70409;tps= 142857;avgTps=158302
userID=4890000000;time=:62488;tps= 161290;avgTps=158308
userID=4900000000;time=:68979;tps= 147058;avgTps=158278
userID=4910000000;time=:62845;tps= 161290;avgTps=158279
userID=4920000000;time=:61607;tps= 163934;avgTps=158285
userID=4930000000;time=:67227;tps= 149253;avgTps=158266
userID=4940000000;time=:62176;tps= 161290;avgTps=158272
userID=4950000000;time=:63264;tps= 158730;avgTps=158273
userID=4960000000;time=:68029;tps= 147058;avgTps=158249
userID=4970000000;time=:61289;tps= 163934;avgTps=158255
userID=4980000000;time=:64453;tps= 156250;avgTps=158250
userID=4990000000;time=:60806;tps= 166666;avgTps=158261
userID=5000000000;time=:60980;tps= 166666;avgTps=158272
附注(3) :以下为从50亿条记录中以单线程随机读1000W条数据,以每读取5W记录为周期的阶段性使用时长
time=1350745562032;threadcount=1;bufferSize=1073741824
userID=50000;440722
userID=100000;296943
userID=150000;260771
userID=200000;240832
userID=250000;224553
userID=300000;204812
userID=350000;198579
userID=400000;198718
userID=450000;201308
userID=500000;207610
userID=550000;213382
userID=600000;210778
userID=650000;213960
userID=700000;215290
userID=750000;211777
userID=800000;213954
userID=850000;215475
userID=900000;212187
userID=950000;215517
userID=1000000;211976
MaxUserId=1000001:4609869
本文来自: http://blog.csdn.net/zhangzhaokun/article/details/8091462
LevelDB初体验测试