Changeset - e70ef62c68b1
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Hannes Muehleisen - 9 years ago 2016-08-02 13:38:16
hannes@muehleisen.org
import
13 files changed with 2358 insertions and 0 deletions:
10.csv
1384
protocols-bytes1.pdf
bin+new file
protocols-bytes2.pdf
bin+new file
protocols-memory.pdf
bin+new file
protocols-network.pdf
bin+new file
protocols-packets.pdf
bin+new file
protocols-time.pdf
bin+new file
protocols-wrapper-bytes.pdf
bin+new file
protocols-wrapper-memory.pdf
bin+new file
protocols-wrapper-time.pdf
bin+new file
vldb-protocols.R
167
vldb-protocols.labnotes
598
vldb-protocols.py
209
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10.csv
➞
Show inline comments
 
new file 100644
 
system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1,0,0,0.009657859802246094,1807,16,0.0,0.0,0,5952
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100,0,0,0.014567852020263672,3650957,278,0.0,0.0,0,5744
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000,0,0,0.022948026657104492,1474011,272,0.0,0.0,0,6060
 
mariadb-compress,mariadb,native,unlimited,-1,-1,10000,0,0,0.12149286270141602,977862,214,0.0,0.04,0,8248
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100000,0,0,1.0778110027313232,5050016,1236,0.0,0.35,0,34100
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000000,0,0,9.175498962402344,50542033,12373,0.18,3.18,0,291528
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1,0,0,0.019279956817626953,1859,17,0.0,0.0,0,5708
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100,0,0,0.010764122009277344,6745,17,0.0,0.0,0,5904
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000,0,0,0.030927181243896484,46631,19,0.0,0.0,0,6096
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,10000,0,0,0.11571311950683594,505030,135,0.0,0.03,0,8360
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100000,0,0,0.8835129737854004,5047286,1221,0.01,0.31,0,33996
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000000,0,0,9.193514823913574,50542074,12367,0.2,2.98,0,291596
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1,0,0,1.5259060859680176,4365,42,0.0,0.0,0,5888
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100,0,0,1.5312438011169434,7805,32,0.0,0.0,0,5896
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000,0,0,1.8731908798217773,51429,90,0.0,0.0,0,6056
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,10000,0,0,2.3853039741516113,505868,130,0.0,0.06,0,8348
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100000,0,0,6.523664951324463,5006746,389,0.02,0.48,0,34136
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000000,0,0,44.801989793777466,50408758,9551,0.28,4.32,0,291532
 
db2-default,db2,native,unlimited,-1,-1,1,0,0,1.1588449478149414,5705,47,0.01,0.01,0,36724
 
db2-default,db2,odbc,unlimited,-1,-1,1,0,0,0.12447118759155273,5190,25,0.0,0.08,0,39372
 
db2-default,db2,jdbc,unlimited,-1,-1,1,0,0,0.8456659317016602,4973,18,0.08,1.11,0,75576
 
db2-default,db2,native,unlimited,-1,-1,100,0,0,1.1801440715789795,23301,62,0.01,0.01,0,36828
 
db2-default,db2,odbc,unlimited,-1,-1,100,0,0,0.12482094764709473,20212,22,0.01,0.08,0,39220
 
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db2-default,db2,odbc,unlimited,-1,-1,1000000,0,0,13.224350929260254,162073108,10096,0.22,11.13,0,37828
 
db2-default,db2,jdbc,unlimited,-1,-1,1000000,0,0,11.861347913742065,162360099,10102,1.41,9.18,0,1695700
 
db2-default,db2,native,gigabitethld,1000,0.3,1,0,0,1.1920509338378906,7931,70,0.01,0.0,0,34792
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1,0,0,0.13787198066711426,4188,21,0.0,0.08,0,39620
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1,0,0,0.7372140884399414,6201,41,0.06,1.0,0,75172
 
db2-default,db2,native,gigabitethld,1000,0.3,100,0,0,1.2044041156768799,22225,53,0.01,0.0,0,35112
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100,0,0,0.13512301445007324,20160,21,0.01,0.08,0,37120
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100,0,0,0.8250789642333984,21507,28,0.07,1.16,0,78168
 
db2-default,db2,native,gigabitethld,1000,0.3,1000,0,0,1.2066619396209717,168242,43,0.02,0.0,0,36728
 
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db2-default,db2,jdbc,gigabitethld,1000,0.3,1000,0,0,0.9315929412841797,169628,54,0.1,1.45,0,90528
 
db2-default,db2,native,gigabitethld,1000,0.3,10000,0,0,1.4092261791229248,1626663,160,0.02,0.04,0,36656
 
db2-default,db2,odbc,gigabitethld,1000,0.3,10000,0,0,0.39413905143737793,1625182,120,0.01,0.22,0,39476
 
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db2-default,db2,odbc,gigabitethld,1000,0.3,100000,0,0,2.691699981689453,16218459,1049,0.02,1.47,0,37612
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100000,0,0,3.6940500736236572,16248572,1063,0.22,3.22,0,245500
 
db2-default,db2,native,gigabitethld,1000,0.3,1000000,0,0,23.09011197090149,162088309,10284,2.56,1.57,0,35060
 
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db2-default,db2,jdbc,gigabitethld,1000,0.3,1000000,0,0,26.31086492538452,162381924,10392,1.02,9.28,0,1095212
 
db2-default,db2,native,10mbitethhd,10,150,1,0,0,3.6119048595428467,11181,106,0.01,0.02,0,35108
 
db2-default,db2,odbc,10mbitethhd,10,150,1,0,0,2.266819953918457,10044,112,0.01,0.1,0,38852
 
db2-default,db2,jdbc,10mbitethhd,10,150,1,0,0,2.3711681365966797,6943,40,0.12,1.07,0,72612
 
db2-default,db2,native,10mbitethhd,10,150,100,0,0,3.6214277744293213,24854,77,0.01,0.01,0,36696
 
db2-default,db2,odbc,10mbitethhd,10,150,100,0,0,2.293148994445801,23646,86,0.02,0.1,0,37612
 
db2-default,db2,jdbc,10mbitethhd,10,150,100,0,0,2.413404941558838,24027,56,0.11,1.17,0,74404
 
db2-default,db2,native,10mbitethhd,10,150,1000,0,0,4.363991975784302,176008,125,0.03,0.0,0,36844
 
db2-default,db2,odbc,10mbitethhd,10,150,1000,0,0,3.0420260429382324,171109,85,0.0,0.14,0,37744
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000,0,0,3.9242711067199707,172846,94,0.09,1.86,0,88852
 
db2-default,db2,native,10mbitethhd,10,150,10000,0,0,12.490880966186523,1641147,323,0.08,0.04,0,36824
 
db2-default,db2,odbc,10mbitethhd,10,150,10000,0,0,11.16800308227539,1638624,325,0.01,0.4,0,37464
 
db2-default,db2,jdbc,10mbitethhd,10,150,10000,0,0,19.041059017181396,1655617,488,0.24,2.82,0,129348
 
db2-default,db2,native,10mbitethhd,10,150,100000,0,0,96.69413113594055,16346909,2785,0.78,0.92,0,35112
 
db2-default,db2,odbc,10mbitethhd,10,150,100000,0,0,92.85626602172852,16341587,2734,0.02,3.07,0,39220
 
db2-default,db2,jdbc,10mbitethhd,10,150,100000,0,0,166.55272102355957,16471440,4073,0.33,4.82,0,130776
 
db2-default,db2,native,10mbitethhd,10,150,1000000,0,1,-1,105407493,17756,4.55,5.08,0,36304
 
db2-default,db2,odbc,10mbitethhd,10,150,1000000,0,1,-1,108124978,18249,0.12,18.69,0,37004
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000000,0,1,-1,60115944,15297,0.64,9.91,0,131448
 
oracle-default,oracle,native,unlimited,-1,-1,1,0,0,0.0456700325012207,11731,43,0.0,0.0,0,25676
 
oracle-default,oracle,odbc,unlimited,-1,-1,1,0,0,0.05779719352722168,10600,39,0.01,0.01,0,28048
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1,0,0,0.9928038120269775,46769,73,0.08,1.33,0,90468
 
oracle-default,oracle,native,unlimited,-1,-1,100,0,0,0.04689502716064453,24842,47,0.0,0.01,0,25636
 
oracle-default,oracle,odbc,unlimited,-1,-1,100,0,0,0.05350899696350098,23711,43,0.0,0.02,0,28132
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100,0,0,1.0970520973205566,27084,88,0.1,1.46,0,92884
 
oracle-default,oracle,native,unlimited,-1,-1,1000,0,0,0.06242203712463379,146229,92,0.0,0.02,0,25640
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000,0,0,0.0750420093536377,143098,67,0.01,0.02,0,28324
 
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oracle-default,oracle,native,unlimited,-1,-1,10000,0,0,0.223891019821167,1336415,359,0.01,0.14,0,26104
 
oracle-default,oracle,odbc,unlimited,-1,-1,10000,0,0,0.21056604385375977,1326320,330,0.0,0.14,0,28148
 
oracle-default,oracle,jdbc,unlimited,-1,-1,10000,0,0,2.1052331924438477,1334175,2068,0.29,3.86,0,171008
 
oracle-default,oracle,native,unlimited,-1,-1,100000,0,0,1.5706031322479248,13304376,2201,0.1,1.11,0,25676
 
oracle-default,oracle,odbc,unlimited,-1,-1,100000,0,0,1.3885810375213623,13235007,2523,0.04,1.1,0,28208
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100000,0,0,7.1739091873168945,13263904,20168,0.55,5.66,0,234432
 
oracle-default,oracle,native,unlimited,-1,-1,1000000,0,0,17.903090000152588,133424017,30236,1.2,12.33,0,26088
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000000,0,0,14.91057300567627,132238496,24026,0.58,11.58,0,28200
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000000,0,0,55.43120193481445,132578143,201164,3.83,18.7,0,233308
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1,0,0,0.07776904106140137,11730,43,0.0,0.0,0,25784
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1,0,0,0.06935405731201172,10599,39,0.0,0.01,0,27960
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1,0,0,0.849668025970459,12223,46,0.1,1.09,0,91996
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100,0,0,0.09327292442321777,25090,50,0.0,0.0,0,26088
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100,0,0,0.08599305152893066,23898,46,0.01,0.02,0,28140
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100,0,0,0.9128928184509277,26094,74,0.09,1.24,0,98884
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000,0,0,0.10240292549133301,146709,107,0.0,0.02,0,26084
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000,0,0,0.13413786888122559,142807,62,0.0,0.02,0,28080
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000,0,0,1.3621859550476074,146552,255,0.12,2.14,0,134796
 
oracle-default,oracle,native,gigabitethld,1000,0.3,10000,0,0,0.5831508636474609,1334688,321,0.03,0.1,0,25816
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,10000,0,0,0.47028398513793945,1323238,286,0.02,0.13,0,28192
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,10000,0,0,3.8483691215515137,1339851,2146,0.23,3.38,0,167220
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100000,0,0,4.498761892318726,13358002,3066,0.06,1.17,0,25692
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100000,0,0,3.474658966064453,13234507,2508,0.02,1.08,0,27888
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100000,0,0,23.021435022354126,13286118,20473,0.37,5.27,0,180932
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000000,0,0,45.85342502593994,133092826,23557,0.45,14.46,0,26036
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000000,0,0,33.15663504600525,132127182,21482,0.26,13.03,0,28396
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000000,0,0,276.97929310798645,132907732,205650,2.42,23.35,0,187840
 
oracle-default,oracle,native,10mbitethhd,10,150,1,0,0,5.526212930679321,20587,164,0.0,0.02,0,25680
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1,0,0,4.938677072525024,17828,141,0.02,0.02,0,27988
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1,0,0,4.85825514793396,17874,128,0.12,1.52,0,92736
 
oracle-default,oracle,native,10mbitethhd,10,150,100,0,0,5.840653896331787,31342,134,0.01,0.01,0,25676
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100,0,0,5.2448859214782715,31846,164,0.01,0.03,0,28256
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100,0,0,7.648629903793335,36844,234,0.13,2.13,0,125508
 
oracle-default,oracle,native,10mbitethhd,10,150,1000,0,0,8.692391157150269,159228,281,0.0,0.05,0,25928
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000,0,0,6.876987934112549,153442,194,0.0,0.06,0,28360
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000,0,0,35.09529113769531,196962,965,0.19,2.86,0,140552
 
oracle-default,oracle,native,10mbitethhd,10,150,10000,0,0,37.09695816040039,1384918,986,0.03,0.31,0,25632
 
oracle-default,oracle,odbc,10mbitethhd,10,150,10000,0,0,24.372886180877686,1351007,665,0.02,0.29,0,28180
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,10000,0,0,308.6732130050659,1771419,8064,0.3,5.62,0,178776
 
oracle-default,oracle,native,10mbitethhd,10,150,100000,0,0,321.7202899456024,13752372,8327,0.08,3.1,0,25692
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100000,0,0,198.68150115013123,13475271,5578,0.04,2.98,0,28248
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100000,0,1,-1,3460050,15713,0.39,6.17,0,183688
 
oracle-default,oracle,native,10mbitethhd,10,150,1000000,0,1,-1,25901606,16257,0.16,5.8,0,25856
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000000,0,1,-1,41502355,16014,0.1,8.26,0,27764
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000000,0,1,-1,3473599,15632,0.36,6.27,0,181892
 
postgres-default,postgres,native,unlimited,-1,-1,1,0,0,0.08551597595214844,9906,28,0.0,0.06,0,11200
 
postgres-default,postgres,odbc,unlimited,-1,-1,1,0,0,0.053385019302368164,10211,35,0.01,0.02,0,11008
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1,0,0,0.6405160427093506,9370,45,0.07,0.92,0,61600
 
postgres-default,postgres,native,unlimited,-1,-1,100,0,0,0.11076998710632324,29796,32,0.02,0.06,0,11328
 
postgres-default,postgres,odbc,unlimited,-1,-1,100,0,0,0.05983114242553711,29979,36,0.01,0.03,0,11288
 
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postgres-default,postgres,jdbc,unlimited,-1,-1,10000,0,0,0.7836778163909912,2025715,319,0.17,1.48,0,131688
 
postgres-default,postgres,native,unlimited,-1,-1,100000,0,0,0.7005929946899414,20403905,3713,0.02,0.34,0,63464
 
postgres-default,postgres,odbc,unlimited,-1,-1,100000,0,0,1.4655320644378662,20407663,3726,0.04,1.33,0,88036
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100000,0,0,1.7132821083068848,20307156,3250,0.23,2.79,0,311848
 
postgres-default,postgres,native,unlimited,-1,-1,1000000,0,0,4.621723175048828,204917330,37145,0.23,2.21,0,547612
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000000,0,0,11.398930072784424,204463695,30477,0.43,10.72,0,787568
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000000,0,0,11.88635802268982,203894576,31215,1.08,35.88,0,947764
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1,0,0,0.09021401405334473,10010,30,0.0,0.06,0,11032
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1,0,0,0.06542587280273438,10139,33,0.0,0.02,0,11008
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1,0,0,0.5007119178771973,8474,29,0.06,0.7,0,62688
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100,0,0,0.09327387809753418,29900,34,0.0,0.05,0,11436
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100,0,0,0.06486105918884277,30220,39,0.0,0.03,0,11008
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100,0,0,0.512213945388794,30490,72,0.05,0.72,0,60036
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000,0,0,0.10261678695678711,212105,52,0.0,0.05,0,11476
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000,0,0,0.08260488510131836,212786,70,0.01,0.03,0,11820
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000,0,0,0.6198060512542725,210685,66,0.08,0.99,0,71732
 
postgres-default,postgres,native,gigabitethld,1000,0.3,10000,0,0,0.16795706748962402,2036895,370,0.01,0.1,0,15408
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,10000,0,0,0.2145678997039795,2020444,149,0.0,0.16,0,17536
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,10000,0,0,0.8434929847717285,2027433,338,0.15,1.63,0,130816
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100000,0,0,0.6379339694976807,20397269,3571,0.03,0.31,0,63448
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100000,0,0,1.4773709774017334,20395945,3571,0.05,1.31,0,87716
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100000,0,0,1.6816401481628418,20322378,3523,0.28,2.56,0,312916
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000000,0,0,5.473905086517334,204905710,36915,0.35,2.57,0,547260
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000000,0,0,11.766785144805908,204996640,36993,0.49,10.54,0,786904
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000000,0,0,10.70580506324768,203667648,26807,1.26,34.06,0,992496
 
postgres-default,postgres,native,10mbitethhd,10,150,1,0,0,1.9409167766571045,14790,85,0.01,0.08,0,11032
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1,0,0,2.4940130710601807,19877,87,0.0,0.04,0,11328
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1,0,0,2.4378931522369385,13582,101,0.06,0.89,0,62564
 
postgres-default,postgres,native,10mbitethhd,10,150,100,0,0,1.9659738540649414,32930,75,0.01,0.08,0,11064
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100,0,0,2.514180898666382,39630,108,0.0,0.05,0,10980
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100,0,0,2.5557808876037598,30340,65,0.09,1.09,0,62200
 
postgres-default,postgres,native,10mbitethhd,10,150,1000,0,0,2.371734857559204,216663,119,0.01,0.09,0,11632
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000,0,0,2.93310809135437,221123,118,0.02,0.06,0,11672
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000,0,0,2.965686082839966,212733,84,0.09,1.22,0,72328
 
postgres-default,postgres,native,10mbitethhd,10,150,10000,0,0,4.124942064285278,2030041,216,0.01,0.12,0,15084
 
postgres-default,postgres,odbc,10mbitethhd,10,150,10000,0,0,4.785591125488281,2031377,235,0.0,0.23,0,17956
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,10000,0,0,4.67952299118042,2020889,201,0.15,1.83,0,131764
 
postgres-default,postgres,native,10mbitethhd,10,150,100000,0,0,19.933183193206787,20308663,1750,0.04,0.46,0,63444
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100000,0,0,20.754032135009766,20264106,1735,0.1,1.54,0,87472
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100000,0,0,20.169010877609253,20226238,1535,0.43,3.06,0,271500
 
postgres-default,postgres,native,10mbitethhd,10,150,1000000,0,0,176.8717110157013,204649421,30848,0.54,4.07,0,546920
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000000,0,0,183.84350085258484,204491726,31148,0.55,13.17,0,788504
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000000,0,0,179.87729215621948,203932016,30793,2.07,41.46,0,1142348
 
mariadb-default,mariadb,native,unlimited,-1,-1,1,0,0,0.006017923355102539,2599,17,0.0,0.0,0,5928
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1,0,0,0.009171009063720703,2935,23,0.0,0.0,0,6456
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1,0,0,0.4239070415496826,3494,23,0.08,0.59,0,60460
 
mariadb-default,mariadb,native,unlimited,-1,-1,100,0,0,0.007653951644897461,15256,17,0.0,0.0,0,5980
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100,0,0,0.011131048202514648,15592,23,0.0,0.0,0,6504
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100,0,0,0.44989609718322754,18555,63,0.05,0.7,0,62856
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000,0,0,0.008295059204101562,133580,25,0.0,0.0,0,5900
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000,0,0,0.026390790939331055,133916,31,0.0,0.02,0,6652
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000,0,0,0.5190181732177734,134896,39,0.04,0.9,0,72948
 
mariadb-default,mariadb,native,unlimited,-1,-1,10000,0,0,0.04682016372680664,1314239,135,0.0,0.02,0,8044
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,10000,0,0,0.20106983184814453,1314575,141,0.0,0.17,0,8984
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,10000,0,0,0.7178061008453369,1315186,142,0.13,1.4,0,122100
 
mariadb-default,mariadb,native,unlimited,-1,-1,100000,0,0,0.4723958969116211,13226394,1210,0.0,0.25,0,34104
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100000,0,0,1.8433220386505127,13230868,1292,0.01,1.68,0,34680
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100000,0,0,1.7436490058898926,13227189,1200,0.29,2.61,0,370408
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000000,0,0,5.3913140296936035,133178105,12245,0.1,2.89,0,291432
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000000,0,0,22.702497959136963,133207552,12635,0.11,20.43,0,292368
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000000,0,0,16.132233142852783,133121257,10212,1.16,37.78,0,876632
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1,0,0,0.017345905303955078,2599,17,0.0,0.0,0,5940
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1,0,0,0.028439998626708984,2935,23,0.0,0.0,0,6412
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1,0,0,0.5134139060974121,4840,33,0.06,0.73,0,62060
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100,0,0,0.026243925094604492,15256,17,0.0,0.0,0,5908
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100,0,0,0.020978212356567383,15644,24,0.0,0.0,0,6468
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100,0,0,0.5893328189849854,17127,37,0.07,0.88,0,62408
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000,0,0,0.02209615707397461,133632,26,0.0,0.0,0,6124
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000,0,0,0.051325082778930664,133916,31,0.0,0.02,0,6456
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000,0,0,0.6208269596099854,134735,36,0.04,1.1,0,71380
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,10000,0,0,0.07310199737548828,1313771,126,0.0,0.02,0,8280
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,10000,0,0,0.2541961669921875,1314451,138,0.0,0.2,0,9104
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,10000,0,0,0.8232779502868652,1318736,195,0.14,1.68,0,132728
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100000,0,0,0.5057809352874756,13225156,1188,0.02,0.26,0,33916
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100000,0,0,2.084291934967041,13228386,1229,0.03,1.85,0,34596
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100000,0,0,1.850855827331543,13231593,1294,0.32,2.67,0,379040
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000000,0,0,4.903073787689209,133172545,12143,0.14,2.67,0,291432
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000000,0,0,23.993096828460693,133204040,12555,0.11,21.6,0,292500
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000000,0,0,13.868777990341187,133097832,10617,1.24,32.8,0,869092
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1,0,0,1.5235559940338135,11423,115,0.0,0.0,0,5852
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1,0,0,2.4332008361816406,5057,46,0.0,0.0,0,6432
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1,0,0,3.051861047744751,10190,111,0.09,0.88,0,60828
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100,0,0,1.5292408466339111,16006,29,0.0,0.0,0,5720
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100,0,0,2.447455883026123,20518,96,0.0,0.01,0,6604
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100,0,0,3.0323550701141357,18525,49,0.07,0.82,0,60128
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000,0,0,1.9217610359191895,134796,43,0.0,0.0,0,6124
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000,0,0,2.8674631118774414,137706,83,0.0,0.04,0,6564
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000,0,0,3.148653984069824,138481,87,0.08,1.12,0,72672
 
mariadb-default,mariadb,native,10mbitethhd,10,150,10000,0,0,3.176712989807129,1318249,155,0.0,0.04,0,8248
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,10000,0,0,4.306309938430786,1319417,212,0.01,0.25,0,9056
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,10000,0,0,4.596760988235474,1320610,193,0.16,1.81,0,134092
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100000,0,0,13.166069030761719,13216830,887,0.03,0.33,0,34052
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100000,0,0,15.929219961166382,13220139,968,0.0,2.15,0,34704
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100000,0,0,15.316749095916748,13213879,829,0.37,3.54,0,379164
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000000,0,0,111.09044599533081,133061567,9297,0.18,3.13,0,291540
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000000,0,0,128.8614468574524,133171611,11283,0.22,17.44,0,292360
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000000,0,0,119.94689702987671,133067232,9343,1.56,40.53,0,1127884
 
monetdb-default,monetdb,native,unlimited,-1,-1,1,0,0,0.07361102104187012,3025,37,0.0,0.01,0,9604
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1,0,0,0.10005593299865723,5289,53,0.0,0.02,3,11244
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1,0,0,0.5410339832305908,12461,57,0.06,0.68,0,59516
 
monetdb-default,monetdb,native,unlimited,-1,-1,100,0,0,0.31468796730041504,17906,38,0.0,0.02,0,9896
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100,0,0,0.08463001251220703,20285,56,0.0,0.02,0,11140
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100,0,0,0.5005300045013428,25119,51,0.03,0.7,0,60612
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000,0,0,0.07442903518676758,158301,89,0.0,0.02,0,9780
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000,0,0,0.08398604393005371,160681,107,0.0,0.03,0,11136
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000,0,0,0.6409971714019775,166829,111,0.05,1.01,0,83148
 
monetdb-default,monetdb,native,unlimited,-1,-1,10000,0,0,0.19130802154541016,1557784,593,0.01,0.06,0,9708
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,10000,0,0,0.21113204956054688,1563224,658,0.0,0.12,0,11132
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,10000,0,0,0.9325010776519775,1565636,615,0.08,1.57,0,131100
 
monetdb-default,monetdb,native,unlimited,-1,-1,100000,0,0,1.1531531810760498,15658783,5615,0.0,0.71,0,9780
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100000,0,0,1.5508439540863037,15695906,6001,0.02,1.19,0,11144
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100000,0,0,3.704284906387329,15680725,5864,0.33,2.98,0,485304
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000000,0,0,12.653013944625854,157520358,56487,0.19,6.37,0,9876
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000000,0,0,14.434272050857544,157813779,60106,0.37,11.74,0,11264
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000000,0,0,29.694659948349,157650875,58403,1.27,16.42,0,1364088
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1,0,0,0.11071205139160156,2907,35,0.0,0.02,0,9624
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1,0,0,0.10988616943359375,5288,53,0.0,0.02,0,11108
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1,0,0,0.6186189651489258,10176,49,0.09,0.74,0,59660
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100,0,0,0.0983588695526123,17905,38,0.0,0.02,0,9576
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100,0,0,0.11079716682434082,20286,56,0.0,0.02,0,11172
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100,0,0,0.5987269878387451,25174,52,0.07,0.8,0,63544
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000,0,0,0.11705899238586426,158300,89,0.0,0.02,0,9752
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000,0,0,0.13324308395385742,160681,107,0.0,0.03,0,11128
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000,0,0,0.7306280136108398,168180,131,0.08,1.14,0,81596
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,10000,0,0,0.23631000518798828,1556227,563,0.0,0.08,0,9856
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,10000,0,0,0.31057095527648926,1562579,651,0.0,0.15,0,11184
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,10000,0,0,1.067807912826538,1568651,673,0.12,1.68,0,124988
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100000,0,0,1.439244031906128,15630129,5070,0.05,0.77,0,9704
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100000,0,0,2.1575920581817627,15662974,5459,0.04,1.47,0,11120
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100000,0,0,4.176968097686768,15675670,5731,0.36,3.46,0,354256
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000000,0,0,11.888036966323853,157282395,51946,0.3,7.1,0,9596
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000000,0,0,19.52099895477295,157325192,49525,0.35,13.7,0,11136
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000000,0,0,30.897866010665894,157381461,53212,1.02,16.5,0,578024
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1,0,0,2.217189073562622,7803,83,0.0,0.02,0,9620
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1,0,0,3.454648971557617,12307,157,0.01,0.02,0,11032
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1,0,0,4.302451848983765,17709,136,0.12,0.74,0,57560
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100,0,0,2.232903003692627,21363,102,0.0,0.02,0,9892
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100,0,0,3.446794033050537,25589,119,0.0,0.04,0,11172
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100,0,0,4.326153039932251,31425,150,0.08,0.96,0,63136
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000,0,0,2.623116970062256,156720,58,0.0,0.04,0,9584
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000,0,0,3.8576221466064453,165774,163,0.0,0.06,0,11008
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000,0,0,5.409204006195068,170416,174,0.06,1.35,0,77808
 
monetdb-default,monetdb,native,10mbitethhd,10,150,10000,0,0,4.063781976699829,1539009,190,0.0,0.14,0,9860
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,10000,0,0,10.229398012161255,1563879,611,0.01,0.26,0,11100
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,10000,0,0,8.369310855865479,1558435,434,0.13,2.06,0,128536
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100000,0,0,15.31353211402893,15430790,1124,0.02,1.25,0,9596
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100000,0,0,47.089380979537964,15748897,6880,0.03,2.35,0,11128
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100000,0,0,32.12410092353821,15713280,6264,0.3,4.27,0,126268
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000000,0,0,135.81167316436768,157360052,52748,0.38,10.1,0,9768
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000000,0,0,434.98513293266296,158308168,67520,0.72,21.61,0,11192
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000000,0,0,275.20877504348755,158049577,64177,1.57,26.37,0,132780
 
hbase-default,hbase,native,unlimited,-1,-1,1,0,0,4.921545028686523,10314,119,0.59,13.1,0,444192
 
hbase-default,hbase,native,unlimited,-1,-1,100,0,0,5.367079973220825,88596,189,0.48,14.86,0,451456
 
hbase-default,hbase,native,unlimited,-1,-1,1000,0,0,6.717957973480225,762349,175,0.52,20.4,0,470908
 
hbase-default,hbase,native,unlimited,-1,-1,10000,0,0,15.213129997253418,8321937,713,0.87,35.84,0,610324
 
hbase-default,hbase,native,unlimited,-1,-1,100000,0,0,105.37620806694031,75688236,4735,3.72,211.36,0,615804
 
hbase-default,hbase,native,unlimited,-1,-1,1000000,0,1,-1,493117671,30631,20.4,1211.25,0,623572
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1,0,0,4.845081090927124,14452,186,0.38,12.12,0,433524
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100,0,0,5.102844953536987,85976,138,0.5,14.44,0,451748
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000,0,0,6.538762092590332,764861,212,0.54,19.75,0,479284
 
hbase-default,hbase,native,gigabitethld,1000,0.3,10000,0,0,13.936669111251831,8318737,654,0.84,32.36,0,593384
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100000,0,0,102.9117980003357,75721949,5396,4.12,205.34,0,612724
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000000,0,1,-1,463155339,33225,19.24,1167.82,0,612040
 
hbase-default,hbase,native,10mbitethhd,10,150,1,0,0,8.629114151000977,13560,155,0.48,12.98,0,415680
 
hbase-default,hbase,native,10mbitethhd,10,150,100,0,0,9.189754962921143,95230,263,0.5,16.74,0,450752
 
hbase-default,hbase,native,10mbitethhd,10,150,1000,0,0,11.511117219924927,767875,248,0.68,18.72,0,455360
 
hbase-default,hbase,native,10mbitethhd,10,150,10000,0,0,30.705070972442627,8343395,1017,1.12,37.73,0,604312
 
hbase-default,hbase,native,10mbitethhd,10,150,100000,0,0,206.40281200408936,75887480,7786,4.25,222.35,0,607380
 
hbase-default,hbase,native,10mbitethhd,10,150,1000000,0,1,-1,236652210,23365,10.57,629.0,0,613280
 
mongodb-default,mongodb,native,unlimited,-1,-1,1,0,0,0.05022406578063965,1881,12,0.0,0.03,0,47492
 
mongodb-default,mongodb,native,unlimited,-1,-1,100,0,0,0.050228118896484375,40067,17,0.02,0.02,0,46352
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000,0,0,0.06242704391479492,452011,37,0.01,0.03,0,47784
 
mongodb-default,mongodb,native,unlimited,-1,-1,10000,0,0,0.18884992599487305,3841761,211,0.01,0.12,0,48024
 
mongodb-default,mongodb,native,unlimited,-1,-1,100000,0,0,1.6820688247680664,38373234,1091,0.05,1.24,0,57080
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000000,0,0,15.56351613998413,383564791,9445,0.41,11.44,0,54152
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1,0,0,0.057958126068115234,1933,13,0.01,0.02,0,44332
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100,0,0,0.06028008460998535,39851,14,0.01,0.02,0,44124
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000,0,0,0.08693408966064453,385896,24,0.01,0.05,0,49440
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,10000,0,0,0.2440779209136963,3836041,101,0.01,0.14,0,49704
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100000,0,0,1.8442211151123047,38364750,946,0.03,1.06,0,52556
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000000,0,0,17.638225078582764,383568373,9498,0.31,10.59,0,52396
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1,0,0,0.9758768081665039,3901,31,0.02,0.04,0,44344
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100,0,0,1.0116198062896729,39903,15,0.01,0.04,0,49432
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000,0,0,1.5562419891357422,387016,40,0.01,0.06,0,44612
 
mongodb-default,mongodb,native,10mbitethhd,10,150,10000,0,0,4.833467960357666,3843763,219,0.03,0.15,0,48060
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100000,0,0,37.79733490943909,38433574,1985,0.07,1.34,0,57388
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000000,0,0,367.8471360206604,384270826,20296,0.4,14.13,0,55468
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1,1,0,0.0075490474700927734,1808,16,0.0,0.0,0,5780
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100,1,0,0.008008003234863281,6746,17,0.0,0.0,0,5980
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000,1,0,0.01810002326965332,46632,19,0.0,0.0,0,5940
 
mariadb-compress,mariadb,native,unlimited,-1,-1,10000,1,0,0.11724710464477539,505031,135,0.0,0.03,0,8276
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100000,1,0,1.0769200325012207,5049225,1239,0.03,0.35,0,33992
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000000,1,0,9.04059100151062,50541021,12365,0.18,3.06,0,291612
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1,1,0,0.02090001106262207,1860,17,0.0,0.0,0,6000
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100,1,0,0.02048802375793457,6746,17,0.0,0.0,0,5920
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000,1,0,0.028191089630126953,46684,20,0.0,0.0,0,6108
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,10000,1,0,0.10845398902893066,505031,135,0.0,0.03,0,8108
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100000,1,0,0.8973829746246338,5048289,1225,0.02,0.28,0,34132
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000000,1,0,10.879544019699097,50622642,13796,0.32,3.15,0,291576
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1,1,0,1.5292820930480957,3674,33,0.0,0.0,0,6000
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100,1,0,1.529770851135254,10242,81,0.0,0.0,0,5904
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000,1,0,1.8679490089416504,48446,35,0.0,0.01,0,6128
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,10000,1,0,2.4038209915161133,502841,73,0.0,0.06,0,8108
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100000,1,0,6.461954832077026,5007964,410,0.02,0.46,0,34240
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000000,1,0,44.78551506996155,50403902,9455,0.24,4.36,0,291524
 
db2-default,db2,native,unlimited,-1,-1,1,1,0,1.1636600494384766,5537,39,0.01,0.0,0,35108
 
db2-default,db2,odbc,unlimited,-1,-1,1,1,0,0.1277449131011963,4240,22,0.01,0.08,0,39660
 
db2-default,db2,jdbc,unlimited,-1,-1,1,1,0,0.8092119693756104,5923,21,0.08,1.12,0,73124
 
db2-default,db2,native,unlimited,-1,-1,100,1,0,1.1773080825805664,21341,36,0.01,0.0,0,34944
 
db2-default,db2,odbc,unlimited,-1,-1,100,1,0,0.12313604354858398,20212,22,0.0,0.09,0,39060
 
db2-default,db2,jdbc,unlimited,-1,-1,100,1,0,0.8488199710845947,22269,28,0.09,1.16,0,75772
 
db2-default,db2,native,unlimited,-1,-1,1000,1,0,1.1781671047210693,172052,101,0.01,0.01,0,34844
 
db2-default,db2,odbc,unlimited,-1,-1,1000,1,0,0.14006900787353516,167165,30,0.01,0.1,0,37300
 
db2-default,db2,jdbc,unlimited,-1,-1,1000,1,0,0.9129621982574463,168660,36,0.12,1.5,0,90524
 
db2-default,db2,native,unlimited,-1,-1,10000,1,0,1.331991195678711,1626363,135,0.05,0.01,0,35108
 
db2-default,db2,odbc,unlimited,-1,-1,10000,1,0,0.28632187843322754,1624502,122,0.0,0.22,0,39044
 
db2-default,db2,jdbc,unlimited,-1,-1,10000,1,0,1.1562600135803223,1631359,180,0.11,2.34,0,141796
 
db2-default,db2,native,unlimited,-1,-1,100000,1,0,2.7038888931274414,16222588,1092,0.18,0.25,0,34856
 
db2-default,db2,odbc,unlimited,-1,-1,100000,1,0,1.814652919769287,16216153,1012,0.03,1.53,0,39172
 
db2-default,db2,jdbc,unlimited,-1,-1,100000,1,0,2.12663197517395,16248578,1079,0.28,2.99,0,329796
 
db2-default,db2,native,unlimited,-1,-1,1000000,1,0,15.38538408279419,162081047,10177,3.52,0.47,0,34792
 
db2-default,db2,odbc,unlimited,-1,-1,1000000,1,0,13.431246995925903,162074468,10118,0.26,11.27,0,37200
 
db2-default,db2,jdbc,unlimited,-1,-1,1000000,1,0,11.87058687210083,162362951,10121,1.03,9.56,0,1091364
 
db2-default,db2,native,gigabitethld,1000,0.3,1,1,0,1.187615156173706,5831,32,0.01,0.0,0,35020
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1,1,0,0.14377403259277344,4812,30,0.01,0.08,0,39468
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1,1,0,0.7700169086456299,4973,18,0.09,1.03,0,73100
 
db2-default,db2,native,gigabitethld,1000,0.3,100,1,0,1.1929810047149658,20853,29,0.0,0.01,0,36960
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100,1,0,0.14627385139465332,20784,30,0.0,0.09,0,37352
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100,1,0,0.7633240222930908,21319,25,0.1,0.98,0,73884
 
db2-default,db2,native,gigabitethld,1000,0.3,1000,1,0,1.2220120429992676,170802,94,0.01,0.02,0,37152
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000,1,0,0.15190696716308594,167549,33,0.0,0.1,0,39596
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000,1,0,0.8962628841400146,168504,33,0.06,1.44,0,88784
 
db2-default,db2,native,gigabitethld,1000,0.3,10000,1,0,1.4154930114746094,1625871,140,0.06,0.0,0,34972
 
db2-default,db2,odbc,gigabitethld,1000,0.3,10000,1,0,0.32573890686035156,1624232,117,0.0,0.22,0,37492
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,10000,1,0,1.2597508430480957,1632153,180,0.15,2.3,0,139976
 
db2-default,db2,native,gigabitethld,1000,0.3,100000,1,0,3.6494672298431396,16220142,1081,0.37,0.12,0,35108
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100000,1,0,2.5708539485931396,16222891,1136,0.02,1.51,0,37260
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100000,1,0,3.570617914199829,16246752,1028,0.18,3.15,0,324388
 
db2-default,db2,native,gigabitethld,1000,0.3,1000000,1,0,24.763622045516968,162092359,10346,3.44,1.47,0,35016
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000000,1,0,21.563151836395264,162090660,10319,0.07,12.09,0,37300
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000000,1,0,26.351054191589355,162380805,10364,0.68,9.0,0,577496
 
db2-default,db2,native,10mbitethhd,10,150,1,1,0,3.617278814315796,12439,130,0.01,0.01,0,34948
 
db2-default,db2,odbc,10mbitethhd,10,150,1,1,0,2.2687900066375732,5452,27,0.01,0.1,0,37632
 
db2-default,db2,jdbc,10mbitethhd,10,150,1,1,0,2.4033889770507812,7357,42,0.1,1.18,0,75048
 
db2-default,db2,native,10mbitethhd,10,150,100,1,0,3.6291329860687256,25235,95,0.02,0.01,0,34796
 
db2-default,db2,odbc,10mbitethhd,10,150,100,1,0,2.3057849407196045,21522,41,0.01,0.11,0,39104
 
db2-default,db2,jdbc,10mbitethhd,10,150,100,1,0,2.4146111011505127,28603,144,0.08,1.26,0,75092
 
db2-default,db2,native,10mbitethhd,10,150,1000,1,0,4.38408899307251,170330,52,0.02,0.01,0,35112
 
db2-default,db2,odbc,10mbitethhd,10,150,1000,1,0,3.043476104736328,175216,134,0.02,0.13,0,39300
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000,1,0,3.902884006500244,173510,108,0.11,1.79,0,88592
 
db2-default,db2,native,10mbitethhd,10,150,10000,1,0,12.514586925506592,1643963,373,0.05,0.07,0,34832
 
db2-default,db2,odbc,10mbitethhd,10,150,10000,1,0,11.148612976074219,1639624,349,0.01,0.39,0,39508
 
db2-default,db2,jdbc,10mbitethhd,10,150,10000,1,0,18.971464157104492,1655075,470,0.14,2.85,0,129076
 
db2-default,db2,native,10mbitethhd,10,150,100000,1,0,95.91101717948914,16350748,2887,0.62,0.86,0,34980
 
db2-default,db2,odbc,10mbitethhd,10,150,100000,1,0,92.8381450176239,16347804,2827,0.03,2.98,0,39736
 
db2-default,db2,jdbc,10mbitethhd,10,150,100000,1,0,166.56030201911926,16477906,4211,0.3,4.87,0,129268
 
db2-default,db2,native,10mbitethhd,10,150,1000000,1,1,-1,105237309,18308,4.6,5.4,0,36480
 
db2-default,db2,odbc,10mbitethhd,10,150,1000000,1,1,-1,108018680,18795,0.12,19.29,0,38444
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000000,1,1,-1,60179850,15839,0.73,10.31,0,129300
 
oracle-default,oracle,native,unlimited,-1,-1,1,1,0,0.04596710205078125,11734,43,0.0,0.01,0,25784
 
oracle-default,oracle,odbc,unlimited,-1,-1,1,1,0,0.051301002502441406,10655,40,0.0,0.02,0,28080
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1,1,0,1.0719501972198486,49369,109,0.11,1.35,0,90420
 
oracle-default,oracle,native,unlimited,-1,-1,100,1,0,0.06180596351623535,25093,50,0.01,0.0,0,26012
 
oracle-default,oracle,odbc,unlimited,-1,-1,100,1,0,0.05404996871948242,23714,43,0.0,0.02,0,28020
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100,1,0,1.048915147781372,25095,65,0.1,1.4,0,95620
 
oracle-default,oracle,native,unlimited,-1,-1,1000,1,0,0.06388998031616211,145257,75,0.0,0.02,0,26112
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000,1,0,0.07891488075256348,142238,51,0.0,0.03,0,28088
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000,1,0,1.279533863067627,145638,238,0.11,2.03,0,129656
 
oracle-default,oracle,native,unlimited,-1,-1,10000,1,0,0.23305106163024902,1340975,446,0.01,0.15,0,25948
 
oracle-default,oracle,odbc,unlimited,-1,-1,10000,1,0,0.22349190711975098,1322938,279,0.01,0.14,0,27888
 
oracle-default,oracle,jdbc,unlimited,-1,-1,10000,1,0,1.9958031177520752,1339123,2152,0.23,3.83,0,171656
 
oracle-default,oracle,native,unlimited,-1,-1,100000,1,0,1.7984120845794678,13355002,3164,0.16,1.16,0,26108
 
oracle-default,oracle,odbc,unlimited,-1,-1,100000,1,0,1.4035511016845703,13230493,2446,0.05,1.06,0,28092
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100000,1,0,5.44190788269043,13261014,20119,0.85,4.97,0,358124
 
oracle-default,oracle,native,unlimited,-1,-1,1000000,1,0,16.59397792816162,133350949,28832,1.54,10.83,0,26092
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000000,1,0,14.521307945251465,132243146,24130,0.37,11.44,0,28176
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000000,1,0,54.975544929504395,132581833,201187,4.92,17.48,0,616704
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1,1,0,0.10052490234375,11923,46,0.0,0.01,0,26052
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1,1,0,0.05415606498718262,10603,39,0.0,0.01,0,28232
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1,1,0,0.9349589347839355,12245,44,0.1,1.1,0,91112
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100,1,0,0.0881040096282959,24741,45,0.0,0.01,0,25940
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100,1,0,0.10387396812438965,23715,43,0.0,0.02,0,28460
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100,1,0,0.9445140361785889,25409,57,0.09,1.24,0,100204
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000,1,0,0.13913893699645996,144946,69,0.0,0.02,0,25988
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000,1,0,0.11399412155151367,142915,64,0.01,0.02,0,28392
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000,1,0,1.3515770435333252,147860,290,0.14,1.97,0,132776
 
oracle-default,oracle,native,gigabitethld,1000,0.3,10000,1,0,0.47600817680358887,1335081,318,0.0,0.17,0,25788
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,10000,1,0,0.4701061248779297,1320715,238,0.01,0.14,0,28168
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,10000,1,0,4.61086106300354,1338403,2128,0.25,3.85,0,169088
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100000,1,0,4.862100839614868,13323618,2517,0.06,1.48,0,25932
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100000,1,0,3.190000057220459,13225255,2330,0.04,1.28,0,28168
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100000,1,0,36.511208057403564,13310477,20812,0.42,6.15,0,179276
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000000,1,0,30.786219835281372,133349919,28618,0.46,14.44,0,25824
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000000,1,0,33.941903829574585,132079851,20148,0.2,12.77,0,28412
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000000,1,0,224.10054802894592,132839936,204808,2.33,22.86,0,182364
 
oracle-default,oracle,native,10mbitethhd,10,150,1,1,0,5.523416996002197,21725,146,0.0,0.02,0,25980
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1,1,0,4.929769992828369,17934,138,0.0,0.03,0,28112
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1,1,0,4.835342168807983,17192,120,0.15,1.51,0,90516
 
oracle-default,oracle,native,10mbitethhd,10,150,100,1,0,5.835572957992554,32364,149,0.02,0.01,0,25744
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100,1,0,5.237790107727051,31399,133,0.0,0.03,0,28072
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100,1,0,7.626956939697266,39290,275,0.19,2.0,0,128824
 
oracle-default,oracle,native,10mbitethhd,10,150,1000,1,0,8.662709951400757,157926,255,0.01,0.04,0,25676
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000,1,0,6.867255926132202,155677,231,0.02,0.05,0,28496
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000,1,0,35.11343502998352,196575,981,0.17,3.14,0,143648
 
oracle-default,oracle,native,10mbitethhd,10,150,10000,1,0,37.07241702079773,1397123,1225,0.03,0.31,0,25656
 
oracle-default,oracle,odbc,10mbitethhd,10,150,10000,1,0,24.311536073684692,1358611,782,0.02,0.28,0,28284
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,10000,1,0,308.8959391117096,1786037,8377,0.25,5.62,0,184304
 
oracle-default,oracle,native,10mbitethhd,10,150,100000,1,0,321.63536310195923,13776934,8754,0.12,3.08,0,25996
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100000,1,0,198.15140986442566,13471037,5560,0.05,2.65,0,28264
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100000,1,1,-1,3483558,16200,0.43,6.41,0,183616
 
oracle-default,oracle,native,10mbitethhd,10,150,1000000,1,1,-1,25914362,16445,0.2,5.72,0,25980
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000000,1,1,-1,41529305,16745,0.12,8.19,0,27940
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000000,1,1,-1,3500534,16173,0.34,6.19,0,183544
 
postgres-default,postgres,native,unlimited,-1,-1,1,1,0,0.09246206283569336,10218,34,0.01,0.05,0,11284
 
postgres-default,postgres,odbc,unlimited,-1,-1,1,1,0,0.05671811103820801,11616,38,0.0,0.03,0,10812
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1,1,0,0.5175671577453613,10358,65,0.06,0.77,0,62488
 
postgres-default,postgres,native,unlimited,-1,-1,100,1,0,0.08664512634277344,29984,35,0.0,0.06,0,11168
 
postgres-default,postgres,odbc,unlimited,-1,-1,100,1,0,0.04715991020202637,29972,36,0.01,0.02,0,11028
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100,1,0,0.5465168952941895,30128,48,0.05,0.83,0,64908
 
postgres-default,postgres,native,unlimited,-1,-1,1000,1,0,0.10673284530639648,212781,65,0.01,0.06,0,11556
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000,1,0,0.08116292953491211,213174,69,0.0,0.04,0,11736
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000,1,0,0.6417891979217529,210497,63,0.07,1.1,0,71948
 
postgres-default,postgres,native,unlimited,-1,-1,10000,1,0,0.15637588500976562,2038163,395,0.01,0.09,0,15212
 
postgres-default,postgres,odbc,unlimited,-1,-1,10000,1,0,0.20074915885925293,2038588,399,0.01,0.16,0,17648
 
postgres-default,postgres,jdbc,unlimited,-1,-1,10000,1,0,0.7500429153442383,2029343,390,0.06,1.58,0,129208
 
postgres-default,postgres,native,unlimited,-1,-1,100000,1,0,0.5226211547851562,20407329,3740,0.03,0.25,0,63620
 
postgres-default,postgres,odbc,unlimited,-1,-1,100000,1,0,1.2334580421447754,20407725,3747,0.06,1.12,0,87476
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100000,1,0,1.6270480155944824,20294975,2958,0.33,2.45,0,310016
 
postgres-default,postgres,native,unlimited,-1,-1,1000000,1,0,5.679305791854858,204917280,37124,0.27,2.77,0,546944
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000000,1,0,11.536081075668335,204926269,36956,0.15,10.54,0,786792
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000000,1,0,10.088669061660767,203870879,30718,1.44,23.53,0,1085528
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1,1,0,0.08961606025695801,10062,31,0.01,0.04,0,11376
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1,1,0,0.06196093559265137,10387,36,0.0,0.02,0,11148
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1,1,0,0.45978784561157227,9098,38,0.09,0.61,0,63480
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100,1,0,0.08896923065185547,29900,34,0.0,0.04,0,11312
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100,1,0,0.05624794960021973,29972,36,0.0,0.02,0,11108
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100,1,0,0.5260820388793945,28150,30,0.06,0.75,0,62720
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000,1,0,0.09742617607116699,212677,63,0.0,0.06,0,11768
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000,1,0,0.0785670280456543,212770,66,0.0,0.04,0,11632
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000,1,0,0.5616099834442139,210459,47,0.08,0.79,0,71412
 
postgres-default,postgres,native,gigabitethld,1000,0.3,10000,1,0,0.13083791732788086,2034835,331,0.0,0.07,0,15232
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,10000,1,0,0.17572784423828125,2037645,386,0.0,0.13,0,17648
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,10000,1,0,0.7810051441192627,2024039,285,0.13,1.44,0,130820
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100000,1,0,0.5366811752319336,20386225,3373,0.04,0.27,0,63604
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100000,1,0,1.1826560497283936,20397275,3474,0.03,1.04,0,87392
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100000,1,0,1.5853970050811768,20305352,3210,0.33,2.24,0,309448
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000000,1,0,4.536036968231201,204898099,36612,0.31,2.13,0,547624
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000000,1,0,11.359741926193237,204923582,36867,0.42,10.3,0,787792
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000000,1,0,11.474347114562988,203664074,26784,1.32,32.84,0,998300
 
postgres-default,postgres,native,10mbitethhd,10,150,1,1,0,1.9560620784759521,13828,86,0.0,0.1,0,11380
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1,1,0,2.5075299739837646,23762,156,0.0,0.04,0,11104
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1,1,0,2.4810609817504883,11272,59,0.08,0.94,0,62824
 
postgres-default,postgres,native,10mbitethhd,10,150,100,1,0,1.9701659679412842,33602,86,0.01,0.1,0,11080
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100,1,0,2.5194790363311768,40340,85,0.01,0.05,0,10988
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100,1,0,2.475616931915283,31850,94,0.08,0.87,0,59784
 
postgres-default,postgres,native,10mbitethhd,10,150,1000,1,0,2.3605411052703857,217454,130,0.02,0.08,0,11700
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000,1,0,2.9299237728118896,222000,135,0.0,0.07,0,11892
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000,1,0,2.9766690731048584,214959,126,0.1,1.24,0,71396
 
postgres-default,postgres,native,10mbitethhd,10,150,10000,1,0,4.134289026260376,2025893,137,0.02,0.13,0,15412
 
postgres-default,postgres,odbc,10mbitethhd,10,150,10000,1,0,4.794304847717285,2030189,214,0.01,0.22,0,17560
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,10000,1,0,4.854029893875122,2025049,247,0.14,1.97,0,132960
 
postgres-default,postgres,native,10mbitethhd,10,150,100000,1,0,19.25067710876465,20313428,1783,0.05,0.45,0,63360
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100000,1,0,21.198396921157837,20272771,1868,0.07,1.53,0,88168
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100000,1,0,19.81021499633789,20212566,1326,0.39,3.07,0,271388
 
postgres-default,postgres,native,10mbitethhd,10,150,1000000,1,0,173.4884159564972,204650267,30841,0.63,4.0,0,547196
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000000,1,0,184.60232996940613,204518413,31574,0.55,15.14,0,788528
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000000,1,0,172.4927568435669,203479165,22139,1.79,39.2,0,1128896
 
mariadb-default,mariadb,native,unlimited,-1,-1,1,1,0,0.006535053253173828,2598,17,0.0,0.0,0,5932
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1,1,0,0.00935506820678711,2934,23,0.0,0.0,0,6596
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1,1,0,0.4372429847717285,3493,23,0.05,0.62,0,57708
 
mariadb-default,mariadb,native,unlimited,-1,-1,100,1,0,0.008927106857299805,15255,17,0.0,0.0,0,5980
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100,1,0,0.011471986770629883,15591,23,0.0,0.0,0,6608
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100,1,0,0.4448080062866211,19282,83,0.06,0.61,0,59064
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000,1,0,0.009183168411254883,133631,26,0.0,0.0,0,5996
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000,1,0,0.02744889259338379,133915,31,0.0,0.02,0,6496
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000,1,0,0.5649070739746094,135707,51,0.09,0.96,0,71192
 
mariadb-default,mariadb,native,unlimited,-1,-1,10000,1,0,0.05004000663757324,1313614,123,0.0,0.02,0,8252
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,10000,1,0,0.1879429817199707,1314470,139,0.0,0.16,0,9096
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,10000,1,0,0.6571619510650635,1316227,145,0.11,1.23,0,122624
 
mariadb-default,mariadb,native,unlimited,-1,-1,100000,1,0,0.3946518898010254,13226663,1217,0.0,0.21,0,34020
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100000,1,0,1.8187110424041748,13228019,1239,0.01,1.66,0,34592
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100000,1,0,1.7431998252868652,13236330,1248,0.2,2.77,0,379404
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000000,1,0,4.117573976516724,133178670,12243,0.09,2.18,0,291360
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000000,1,0,18.11467480659485,133198802,12510,0.14,16.28,0,292380
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000000,1,0,14.287117958068848,133165869,10169,1.17,33.84,0,872144
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1,1,0,0.013598918914794922,2598,17,0.0,0.0,0,5940
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1,1,0,0.014612913131713867,2934,23,0.0,0.0,0,6624
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1,1,0,0.4533851146697998,4305,35,0.04,0.59,0,60192
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100,1,0,0.019539833068847656,15255,17,0.0,0.0,0,6036
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100,1,0,0.016607046127319336,15643,24,0.0,0.0,0,6624
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100,1,0,0.46322107315063477,16202,24,0.06,0.67,0,62416
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000,1,0,0.02827596664428711,133631,26,0.0,0.0,0,6028
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000,1,0,0.056069135665893555,133915,31,0.0,0.02,0,6636
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000,1,0,0.5453300476074219,135222,43,0.06,0.96,0,71780
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,10000,1,0,0.06176495552062988,1314186,134,0.0,0.02,0,8228
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,10000,1,0,0.20221495628356934,1311642,83,0.0,0.16,0,8984
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,10000,1,0,0.7736849784851074,1315511,133,0.1,1.46,0,130188
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100000,1,0,0.4962348937988281,13224003,1162,0.03,0.28,0,34036
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100000,1,0,1.8135008811950684,13227739,1199,0.01,1.63,0,34860
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100000,1,0,1.7725629806518555,13230724,1265,0.25,2.46,0,368184
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000000,1,0,5.1625659465789795,133179386,12259,0.23,2.57,0,291456
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000000,1,0,22.685457944869995,133206790,12623,0.18,20.36,0,292340
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000000,1,0,14.189893960952759,133099045,10652,1.3,34.63,0,856344
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1,1,0,1.521569013595581,3246,26,0.0,0.0,0,5932
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1,1,0,2.436159133911133,10392,123,0.0,0.0,0,6468
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1,1,0,3.0238611698150635,6991,64,0.07,0.86,0,62284
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100,1,0,1.5357170104980469,18861,37,0.0,0.0,0,5716
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100,1,0,2.4622609615325928,22597,103,0.0,0.01,0,6600
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100,1,0,3.040382146835327,22022,113,0.07,0.92,0,62004
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000,1,0,1.9200830459594727,138409,99,0.0,0.0,0,5928
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000,1,0,2.861849069595337,136165,53,0.0,0.04,0,6496
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000,1,0,3.2396910190582275,140260,121,0.09,1.23,0,72820
 
mariadb-default,mariadb,native,10mbitethhd,10,150,10000,1,0,3.187450885772705,1319652,215,0.0,0.05,0,8044
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,10000,1,0,4.300964117050171,1325596,295,0.01,0.24,0,9064
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,10000,1,0,4.616957902908325,1320111,175,0.12,1.84,0,132932
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100000,1,0,13.184651136398315,13215567,888,0.01,0.36,0,34060
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100000,1,0,15.801692008972168,13221333,970,0.03,2.12,0,34696
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100000,1,0,15.294065952301025,13212380,832,0.28,3.76,0,378160
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000000,1,0,111.1501841545105,133086642,9799,0.23,3.0,0,291508
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000000,1,0,130.58426904678345,133192106,11693,0.15,18.62,0,292420
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000000,1,0,124.39538288116455,133201074,11862,1.58,40.01,0,1127304
 
monetdb-default,monetdb,native,unlimited,-1,-1,1,1,0,0.06674695014953613,2907,35,0.0,0.02,0,9660
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1,1,0,0.07945609092712402,5288,53,0.0,0.02,0,11300
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1,1,0,0.5870192050933838,10238,50,0.06,0.74,0,59784
 
monetdb-default,monetdb,native,unlimited,-1,-1,100,1,0,0.06737709045410156,17906,38,0.0,0.02,0,9696
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100,1,0,0.08694601058959961,20284,56,0.01,0.02,0,11296
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100,1,0,0.5335121154785156,25332,55,0.05,0.73,0,60876
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000,1,0,0.07413411140441895,158302,89,0.0,0.02,0,9592
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000,1,0,0.08364605903625488,160679,107,0.0,0.03,0,11156
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000,1,0,0.6331579685211182,166723,119,0.12,0.92,0,81228
 
monetdb-default,monetdb,native,unlimited,-1,-1,10000,1,0,0.19810700416564941,1559035,611,0.0,0.07,0,9764
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,10000,1,0,0.284512996673584,1564547,653,0.0,0.16,0,11136
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,10000,1,0,0.8988230228424072,1568702,674,0.12,1.46,0,132156
 
monetdb-default,monetdb,native,unlimited,-1,-1,100000,1,0,1.1629769802093506,15663010,5681,0.06,0.5,0,9904
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100000,1,0,1.534343957901001,15693816,6077,0.02,1.16,0,11312
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100000,1,0,3.7720541954040527,15675382,5746,0.3,3.2,0,492376
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000000,1,0,12.633514881134033,157524205,56554,0.25,8.31,0,9748
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000000,1,0,14.087057828903198,157815454,59776,0.34,11.4,0,11156
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000000,1,0,24.139405012130737,157650361,58435,1.11,13.36,0,1363016
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1,1,0,0.07935094833374023,3969,50,0.0,0.02,0,9716
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1,1,0,0.09349608421325684,5288,53,0.0,0.02,0,11056
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1,1,0,0.5473780632019043,10176,49,0.08,0.63,0,59560
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100,1,0,0.08462405204772949,17906,38,0.0,0.01,0,9700
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100,1,0,0.10276198387145996,20285,56,0.0,0.02,0,11112
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100,1,0,0.528609037399292,29137,113,0.06,0.67,0,61872
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000,1,0,0.08773589134216309,158249,89,0.0,0.02,0,9640
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000,1,0,0.11894106864929199,160680,107,0.01,0.02,0,11152
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000,1,0,0.624791145324707,165981,110,0.05,0.95,0,79840
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,10000,1,0,0.20485997200012207,1555082,541,0.0,0.07,0,9768
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,10000,1,0,0.2774059772491455,1559282,587,0.0,0.13,0,11252
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,10000,1,0,0.8724260330200195,1566798,632,0.1,1.42,0,125568
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100000,1,0,1.169219970703125,15597820,4448,0.03,0.61,0,9708
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100000,1,0,1.776073932647705,15645714,5250,0.06,1.07,0,11048
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100000,1,0,3.1082048416137695,15674274,5740,0.26,2.75,0,367824
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000000,1,0,10.941390991210938,157089574,48248,0.29,6.84,0,9700
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000000,1,0,17.468962907791138,157524069,53960,0.4,11.76,0,11164
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000000,1,0,32.17909002304077,157227643,50241,1.49,16.55,0,1367524
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1,1,0,2.238278865814209,13009,198,0.0,0.03,0,9672
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1,1,0,3.4527769088745117,9950,99,0.0,0.03,0,11228
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1,1,0,4.34663987159729,16745,138,0.08,0.93,0,60900
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100,1,0,2.2507338523864746,19801,54,0.0,0.03,0,9608
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100,1,0,3.4714391231536865,25797,140,0.0,0.04,0,11224
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100,1,0,4.3715901374816895,34072,166,0.09,0.95,0,61364
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000,1,0,2.627599000930786,160737,120,0.0,0.04,0,9664
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000,1,0,3.85615611076355,162013,106,0.0,0.06,0,11160
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000,1,0,5.369086027145386,171521,180,0.12,1.32,0,78012
 
monetdb-default,monetdb,native,10mbitethhd,10,150,10000,1,0,4.057059049606323,1544528,309,0.0,0.14,0,9588
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,10000,1,0,9.326907873153687,1573667,757,0.02,0.24,0,11244
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,10000,1,0,8.286334991455078,1559465,417,0.19,1.92,0,131132
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100000,1,0,15.327369928359985,15436185,1199,0.02,1.23,0,9708
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100000,1,0,47.101016998291016,15746169,6861,0.02,2.18,0,11124
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100000,1,0,32.32888698577881,15719471,6346,0.24,4.6,0,126764
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000000,1,0,136.05474281311035,157404754,53444,0.48,10.14,0,9752
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000000,1,0,434.80669593811035,158325740,67922,0.64,21.82,0,11264
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000000,1,0,275.48684906959534,158063137,64459,1.6,26.9,0,127504
 
hbase-default,hbase,native,unlimited,-1,-1,1,1,0,4.650851011276245,13500,136,0.46,12.42,0,446388
 
hbase-default,hbase,native,unlimited,-1,-1,100,1,0,5.02925705909729,86024,135,0.44,14.55,0,443676
 
hbase-default,hbase,native,unlimited,-1,-1,1000,1,0,6.628249168395996,763879,208,0.59,18.74,0,468600
 
hbase-default,hbase,native,unlimited,-1,-1,10000,1,0,13.576314926147461,8311787,565,0.83,31.78,0,593100
 
hbase-default,hbase,native,unlimited,-1,-1,100000,1,0,98.1040608882904,75690271,4804,3.6,198.67,0,609976
 
hbase-default,hbase,native,unlimited,-1,-1,1000000,1,1,-1,483103541,30952,19.78,1176.51,0,601528
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1,1,0,4.566773891448975,12168,135,0.44,12.27,0,454352
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100,1,0,5.437385082244873,87000,150,0.5,14.86,0,457376
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000,1,0,6.3208839893341064,766319,263,0.54,18.67,0,473272
 
hbase-default,hbase,native,gigabitethld,1000,0.3,10000,1,0,14.338617086410522,8320577,691,0.89,33.97,0,616356
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100000,1,0,96.59219121932983,75707676,5225,3.37,195.17,0,612184
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000000,1,1,-1,453136810,33345,18.82,1150.67,0,613424
 
hbase-default,hbase,native,10mbitethhd,10,150,1,1,0,8.57469916343689,18898,230,0.61,13.91,0,451056
 
hbase-default,hbase,native,10mbitethhd,10,150,100,1,0,9.473314046859741,90598,205,0.63,16.45,0,444824
 
hbase-default,hbase,native,10mbitethhd,10,150,1000,1,0,11.536613941192627,772168,318,0.58,21.88,0,472868
 
hbase-default,hbase,native,10mbitethhd,10,150,10000,1,0,29.613301992416382,8346396,1068,0.88,38.66,0,610552
 
hbase-default,hbase,native,10mbitethhd,10,150,100000,1,0,208.1009349822998,75905276,8064,4.14,222.96,0,606132
 
hbase-default,hbase,native,10mbitethhd,10,150,1000000,1,1,-1,226743691,23543,10.88,629.52,0,608528
 
mongodb-default,mongodb,native,unlimited,-1,-1,1,1,0,0.04919695854187012,1881,12,0.01,0.03,0,49592
 
mongodb-default,mongodb,native,unlimited,-1,-1,100,1,0,0.04905891418457031,39851,14,0.01,0.03,0,44124
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000,1,0,0.062345027923583984,386436,35,0.02,0.03,0,47600
 
mongodb-default,mongodb,native,unlimited,-1,-1,10000,1,0,0.17768311500549316,3841433,204,0.01,0.12,0,48016
 
mongodb-default,mongodb,native,unlimited,-1,-1,100000,1,0,1.4951469898223877,38369024,1033,0.06,1.02,0,55684
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000000,1,0,15.336009979248047,383563455,9457,0.6,10.91,0,54292
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1,1,0,0.055934906005859375,1933,13,0.01,0.02,0,47556
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100,1,0,0.059755802154541016,39851,14,0.01,0.03,0,47624
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000,1,0,0.07227087020874023,385708,21,0.01,0.03,0,44364
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,10000,1,0,0.2250690460205078,3836229,104,0.01,0.13,0,51284
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100000,1,0,1.928516149520874,38364336,941,0.06,1.08,0,57364
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000000,1,0,16.492949962615967,383561777,9407,0.29,10.2,0,52552
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1,1,0,0.9756410121917725,2453,19,0.01,0.04,0,44284
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100,1,0,1.014883041381836,44693,88,0.01,0.05,0,44052
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000,1,0,1.5539181232452393,391890,67,0.01,0.06,0,47612
 
mongodb-default,mongodb,native,10mbitethhd,10,150,10000,1,0,4.7237608432769775,3847863,284,0.02,0.17,0,51072
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100000,1,0,37.86057114601135,38435512,2044,0.08,1.43,0,57784
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000000,1,0,366.84976601600647,384292161,20732,0.48,13.23,0,55532
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1,2,0,0.007564067840576172,1808,16,0.0,0.0,0,5708
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100,2,0,0.007990121841430664,6746,17,0.0,0.0,0,5820
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000,2,0,0.01838397979736328,46632,19,0.0,0.0,0,5996
 
mariadb-compress,mariadb,native,unlimited,-1,-1,10000,2,0,0.11870813369750977,505031,135,0.0,0.03,0,8228
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100000,2,0,1.0750579833984375,5051363,1294,0.03,0.36,0,34084
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000000,2,0,9.083023071289062,50540639,12322,0.19,3.62,0,291600
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1,2,0,0.01819896697998047,1860,17,0.0,0.0,0,5952
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100,2,0,0.021013975143432617,6746,17,0.0,0.0,0,5968
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000,2,0,0.029983043670654297,46632,19,0.0,0.0,0,6052
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,10000,2,0,0.10692501068115234,505031,135,0.0,0.03,0,8280
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100000,2,0,0.9387369155883789,5050491,1282,0.03,0.28,0,34180
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000000,2,0,10.830151796340942,50543271,12390,0.32,3.48,0,291544
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1,2,0,1.5291709899902344,3124,25,0.0,0.0,0,5708
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100,2,0,1.5285921096801758,10060,29,0.0,0.0,0,5968
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000,2,0,1.8654580116271973,50838,84,0.0,0.01,0,6096
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,10000,2,0,2.3817670345306396,504547,105,0.0,0.06,0,8244
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100000,2,0,6.470935106277466,5005267,368,0.03,0.48,0,34176
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000000,2,0,44.77990102767944,50379040,9036,0.31,4.36,0,291736
 
db2-default,db2,native,unlimited,-1,-1,1,2,0,1.5805199146270752,5103,33,0.01,0.0,0,34644
 
db2-default,db2,odbc,unlimited,-1,-1,1,2,0,0.12244796752929688,4242,22,0.0,0.08,0,36868
 
db2-default,db2,jdbc,unlimited,-1,-1,1,2,0,0.7643148899078369,4975,18,0.08,1.04,0,72844
 
db2-default,db2,native,unlimited,-1,-1,100,2,0,1.1773500442504883,23923,88,0.01,0.01,0,37068
 
db2-default,db2,odbc,unlimited,-1,-1,100,2,0,0.13298487663269043,20214,26,0.01,0.08,0,39344
 
db2-default,db2,jdbc,unlimited,-1,-1,100,2,0,0.7905640602111816,21949,22,0.1,1.09,0,75732
 
db2-default,db2,native,unlimited,-1,-1,1000,2,0,1.1911859512329102,167912,39,0.01,0.01,0,34948
 
db2-default,db2,odbc,unlimited,-1,-1,1000,2,0,0.13753795623779297,167167,30,0.0,0.1,0,39700
 
db2-default,db2,jdbc,unlimited,-1,-1,1000,2,0,0.8845779895782471,172576,96,0.1,1.42,0,87220
 
db2-default,db2,native,unlimited,-1,-1,10000,2,0,1.321578025817871,1625929,129,0.05,0.01,0,36676
 
db2-default,db2,odbc,unlimited,-1,-1,10000,2,0,0.2810070514678955,1624608,124,0.0,0.23,0,39296
 
db2-default,db2,jdbc,unlimited,-1,-1,10000,2,0,1.1800827980041504,1629125,134,0.12,2.34,0,137412
 
db2-default,db2,native,unlimited,-1,-1,100000,2,0,2.7501018047332764,16217606,1032,0.31,0.16,0,35020
 
db2-default,db2,odbc,unlimited,-1,-1,100000,2,0,2.0210680961608887,16220231,1085,0.01,1.71,0,39788
 
db2-default,db2,jdbc,unlimited,-1,-1,100000,2,0,2.3053219318389893,16245336,1019,0.26,3.4,0,253252
 
db2-default,db2,native,unlimited,-1,-1,1000000,2,0,15.58287501335144,162080433,10198,2.37,1.74,0,35064
 
db2-default,db2,odbc,unlimited,-1,-1,1000000,2,0,13.782395124435425,162077624,10141,0.39,11.29,0,37064
 
db2-default,db2,jdbc,unlimited,-1,-1,1000000,2,0,10.547144174575806,162359945,10105,1.17,8.49,0,1095312
 
db2-default,db2,native,gigabitethld,1000,0.3,1,2,0,1.193894863128662,7899,87,0.02,0.0,0,37096
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1,2,0,0.1304619312286377,5764,33,0.0,0.08,0,37480
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1,2,0,0.7485978603363037,4975,18,0.06,1.08,0,73424
 
db2-default,db2,native,gigabitethld,1000,0.3,100,2,0,1.1834940910339355,21805,32,0.02,0.0,0,35272
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100,2,0,0.1402280330657959,20786,30,0.01,0.08,0,39612
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100,2,0,0.7982070446014404,24337,83,0.12,1.06,0,77468
 
db2-default,db2,native,gigabitethld,1000,0.3,1000,2,0,1.2095739841461182,168758,40,0.02,0.0,0,37100
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000,2,0,0.17146897315979004,167739,38,0.01,0.1,0,39052
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000,2,0,0.9631009101867676,168558,34,0.12,1.5,0,92412
 
db2-default,db2,native,gigabitethld,1000,0.3,10000,2,0,1.4005730152130127,1625437,134,0.04,0.01,0,36800
 
db2-default,db2,odbc,gigabitethld,1000,0.3,10000,2,0,0.38058996200561523,1624234,117,0.01,0.22,0,39312
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,10000,2,0,1.290409803390503,1629399,127,0.08,2.33,0,137728
 
db2-default,db2,native,gigabitethld,1000,0.3,100000,2,0,3.588442087173462,16225823,1122,0.3,0.18,0,37068
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100000,2,0,2.5632569789886475,16217307,1028,0.02,1.48,0,37180
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100000,2,0,3.460953950881958,16249874,1088,0.26,3.04,0,253020
 
db2-default,db2,native,gigabitethld,1000,0.3,1000000,2,0,25.297703981399536,162092297,10376,2.38,2.32,0,35064
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000000,2,0,21.415060997009277,162092910,10344,0.06,11.24,0,37300
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000000,2,0,25.057769060134888,162380481,10376,0.78,8.88,0,329816
 
db2-default,db2,native,10mbitethhd,10,150,1,2,0,3.598660945892334,9183,70,0.01,0.01,0,34852
 
db2-default,db2,odbc,10mbitethhd,10,150,1,2,0,2.2846410274505615,13042,169,0.01,0.11,0,37620
 
db2-default,db2,jdbc,10mbitethhd,10,150,1,2,0,2.375675916671753,5547,26,0.09,1.19,0,74024
 
db2-default,db2,native,10mbitethhd,10,150,100,2,0,3.627553939819336,22733,46,0.02,0.0,0,35272
 
db2-default,db2,odbc,10mbitethhd,10,150,100,2,0,2.2931950092315674,23872,90,0.01,0.1,0,39612
 
db2-default,db2,jdbc,10mbitethhd,10,150,100,2,0,2.3981168270111084,23029,37,0.06,1.16,0,74060
 
db2-default,db2,native,10mbitethhd,10,150,1000,2,0,4.393250942230225,174312,124,0.02,0.01,0,36668
 
db2-default,db2,odbc,10mbitethhd,10,150,1000,2,0,3.041476011276245,172031,104,0.01,0.14,0,37236
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000,2,0,3.9041588306427,170960,57,0.12,1.85,0,91500
 
db2-default,db2,native,10mbitethhd,10,150,10000,2,0,12.454501152038574,1637875,310,0.06,0.05,0,36920
 
db2-default,db2,odbc,10mbitethhd,10,150,10000,2,0,11.145473957061768,1644326,383,0.03,0.38,0,37800
 
db2-default,db2,jdbc,10mbitethhd,10,150,10000,2,0,19.047945022583008,1655571,522,0.19,2.98,0,129412
 
db2-default,db2,native,10mbitethhd,10,150,100000,2,0,96.90009903907776,16358425,2957,0.74,1.0,0,37068
 
db2-default,db2,odbc,10mbitethhd,10,150,100000,2,0,92.86730098724365,16352931,2954,0.02,3.02,0,39052
 
db2-default,db2,jdbc,10mbitethhd,10,150,100000,2,0,166.59185791015625,16488473,4393,0.36,5.1,0,135516
 
db2-default,db2,native,10mbitethhd,10,150,1000000,2,1,-1,105528889,18877,4.32,5.31,0,34492
 
db2-default,db2,odbc,10mbitethhd,10,150,1000000,2,1,-1,108048874,19315,0.13,19.13,0,37300
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000000,2,1,-1,60215250,16517,0.72,9.81,0,132752
 
oracle-default,oracle,native,unlimited,-1,-1,1,2,0,0.04459404945373535,11735,43,0.01,0.0,0,25756
 
oracle-default,oracle,odbc,unlimited,-1,-1,1,2,0,0.053701162338256836,10792,42,0.0,0.02,0,27708
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1,2,0,0.9578688144683838,13748,57,0.09,1.17,0,91096
 
oracle-default,oracle,native,unlimited,-1,-1,100,2,0,0.04589390754699707,24846,47,0.0,0.0,0,26036
 
oracle-default,oracle,odbc,unlimited,-1,-1,100,2,0,0.06055903434753418,23715,43,0.01,0.01,0,28216
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100,2,0,1.0802488327026367,28172,123,0.14,1.4,0,93168
 
oracle-default,oracle,native,unlimited,-1,-1,1000,2,0,0.07485198974609375,145258,75,0.0,0.03,0,25976
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000,2,0,0.08066916465759277,142915,64,0.01,0.02,0,28156
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000,2,0,1.3323228359222412,146847,256,0.18,2.08,0,131132
 
oracle-default,oracle,native,unlimited,-1,-1,10000,2,0,0.2201988697052002,1334444,321,0.0,0.15,0,25784
 
oracle-default,oracle,odbc,unlimited,-1,-1,10000,2,0,0.21450304985046387,1322743,277,0.01,0.14,0,28132
 
oracle-default,oracle,jdbc,unlimited,-1,-1,10000,2,0,1.9520750045776367,1337770,2120,0.23,3.83,0,171800
 
oracle-default,oracle,native,unlimited,-1,-1,100000,2,0,1.706840991973877,13347371,3013,0.14,1.11,0,25996
 
oracle-default,oracle,odbc,unlimited,-1,-1,100000,2,0,1.3731088638305664,13232458,2485,0.08,0.99,0,28128
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100000,2,0,5.398934841156006,13265487,20199,0.54,5.28,0,366816
 
oracle-default,oracle,native,unlimited,-1,-1,1000000,2,0,16.54815411567688,133239220,26698,1.39,10.95,0,25784
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000000,2,0,14.119963884353638,132244112,24143,0.36,11.0,0,28192
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000000,2,0,33.16430997848511,132550340,200815,2.44,14.36,0,616568
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1,2,0,0.0931711196899414,11735,43,0.0,0.01,0,26012
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1,2,0,0.08199596405029297,10604,39,0.0,0.01,0,28020
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1,2,0,0.8350768089294434,11810,38,0.09,0.97,0,91228
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100,2,0,0.09080791473388672,24847,47,0.0,0.0,0,26104
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100,2,0,0.08670711517333984,23715,43,0.0,0.02,0,28008
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100,2,0,0.9482021331787109,26035,66,0.09,1.18,0,94368
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000,2,0,0.14402318000793457,145299,74,0.0,0.02,0,25648
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000,2,0,0.1271970272064209,142865,63,0.02,0.01,0,28372
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000,2,0,1.3659641742706299,146094,262,0.1,2.01,0,132152
 
oracle-default,oracle,native,gigabitethld,1000,0.3,10000,2,0,0.4365830421447754,1337496,362,0.0,0.13,0,25648
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,10000,2,0,0.4640040397644043,1324805,316,0.0,0.12,0,28084
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,10000,2,0,3.9938158988952637,1338125,2125,0.21,3.4,0,169808
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100000,2,0,5.243556976318359,13342589,2817,0.05,1.18,0,26028
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100000,2,0,3.5418829917907715,13239868,2487,0.04,1.02,0,28372
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100000,2,0,38.25684380531311,13316790,20906,0.42,5.89,0,180652
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000000,2,0,48.397939920425415,133181476,25199,0.56,14.2,0,25900
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000000,2,0,33.309268951416016,132099382,20965,0.2,12.83,0,28084
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000000,2,0,357.87261390686035,133059272,207937,2.88,23.85,0,181576
 
oracle-default,oracle,native,10mbitethhd,10,150,1,2,0,5.519449949264526,21168,163,0.0,0.02,0,25616
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1,2,0,4.944072961807251,17299,130,0.0,0.03,0,28068
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1,2,0,4.8566038608551025,21015,153,0.12,1.46,0,91476
 
oracle-default,oracle,native,10mbitethhd,10,150,100,2,0,5.83385705947876,32281,149,0.02,0.01,0,25976
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100,2,0,5.238908052444458,30316,143,0.01,0.03,0,28104
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100,2,0,7.659712076187134,37717,266,0.18,2.03,0,126260
 
oracle-default,oracle,native,10mbitethhd,10,150,1000,2,0,8.676162004470825,158655,272,0.0,0.06,0,25984
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000,2,0,6.86121392250061,152878,213,0.01,0.05,0,28248
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000,2,0,35.175265073776245,199380,1031,0.22,3.11,0,145132
 
oracle-default,oracle,native,10mbitethhd,10,150,10000,2,0,36.992818117141724,1396161,1238,0.02,0.31,0,25928
 
oracle-default,oracle,odbc,10mbitethhd,10,150,10000,2,0,24.416155099868774,1359305,753,0.01,0.29,0,28524
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,10000,2,0,308.41627502441406,1802323,8683,0.31,5.57,0,181672
 
oracle-default,oracle,native,10mbitethhd,10,150,100000,2,0,321.7300601005554,13797297,9195,0.12,3.07,0,25780
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100000,2,0,198.51357984542847,13472477,5577,0.05,2.82,0,28492
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100000,2,1,-1,3509369,16750,0.38,6.37,0,186796
 
oracle-default,oracle,native,10mbitethhd,10,150,1000000,2,1,-1,25914682,16750,0.21,5.77,0,25980
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000000,2,1,-1,41498030,16620,0.13,8.16,0,28120
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000000,2,1,-1,3536895,16811,0.34,6.27,0,185332
 
postgres-default,postgres,native,unlimited,-1,-1,1,2,0,0.09309196472167969,11254,30,0.0,0.06,0,11120
 
postgres-default,postgres,odbc,unlimited,-1,-1,1,2,0,0.04597783088684082,10332,36,0.0,0.02,0,11044
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1,2,0,0.5537588596343994,8922,35,0.06,0.74,0,60180
 
postgres-default,postgres,native,unlimited,-1,-1,100,2,0,0.0932619571685791,29796,32,0.01,0.05,0,11160
 
postgres-default,postgres,odbc,unlimited,-1,-1,100,2,0,0.04822111129760742,29979,36,0.0,0.03,0,11332
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100,2,0,0.5524299144744873,29152,34,0.06,0.83,0,62452
 
postgres-default,postgres,native,unlimited,-1,-1,1000,2,0,0.1048281192779541,212781,65,0.0,0.07,0,11576
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000,2,0,0.06334900856018066,212979,69,0.0,0.04,0,11784
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000,2,0,0.7077481746673584,210549,64,0.09,1.18,0,72760
 
postgres-default,postgres,native,unlimited,-1,-1,10000,2,0,0.1553821563720703,2038539,401,0.01,0.09,0,15120
 
postgres-default,postgres,odbc,unlimited,-1,-1,10000,2,0,0.19217300415039062,2040668,439,0.01,0.15,0,17740
 
postgres-default,postgres,jdbc,unlimited,-1,-1,10000,2,0,0.7742290496826172,2027843,201,0.09,1.58,0,131124
 
postgres-default,postgres,native,unlimited,-1,-1,100000,2,0,0.6474030017852783,20407077,3774,0.03,0.33,0,63660
 
postgres-default,postgres,odbc,unlimited,-1,-1,100000,2,0,1.4805810451507568,20406198,3714,0.06,1.34,0,87848
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100000,2,0,1.693605899810791,20309622,3281,0.24,2.66,0,306200
 
postgres-default,postgres,native,unlimited,-1,-1,1000000,2,0,5.055478096008301,204920695,37166,0.32,2.38,0,547180
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000000,2,0,11.210913896560669,204936523,37093,0.46,10.44,0,787560
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000000,2,0,11.30243706703186,203950729,30686,1.23,32.66,0,1011804
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1,2,0,0.08676719665527344,10062,31,0.02,0.03,0,11260
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1,2,0,0.061215877532958984,10139,33,0.0,0.02,0,11100
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1,2,0,0.46155500411987305,8370,27,0.06,0.58,0,58788
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100,2,0,0.08289885520935059,29848,33,0.0,0.05,0,11420
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100,2,0,0.05189204216003418,29972,36,0.0,0.02,0,11180
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100,2,0,0.5423488616943359,35515,124,0.09,0.71,0,59640
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000,2,0,0.09265899658203125,212365,57,0.0,0.06,0,11540
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000,2,0,0.06493782997131348,212691,65,0.01,0.02,0,11564
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000,2,0,0.5505850315093994,210985,70,0.06,0.88,0,71560
 
postgres-default,postgres,native,gigabitethld,1000,0.3,10000,2,0,0.16553997993469238,2035407,342,0.01,0.08,0,15160
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,10000,2,0,0.18639516830444336,2033044,323,0.01,0.12,0,17948
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,10000,2,0,0.8211400508880615,2032767,455,0.13,1.6,0,133200
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100000,2,0,0.5225999355316162,20391803,3462,0.02,0.26,0,63692
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100000,2,0,1.450469970703125,20383273,3395,0.04,1.28,0,87292
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100000,2,0,1.5552918910980225,20321894,3513,0.24,2.23,0,310728
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000000,2,0,4.3603949546813965,204897161,36574,0.36,2.17,0,546964
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000000,2,0,11.298299074172974,204906906,36556,0.48,10.22,0,787952
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000000,2,0,10.775822162628174,203638333,26235,1.34,31.84,0,993532
 
postgres-default,postgres,native,10mbitethhd,10,150,1,2,0,1.9563560485839844,16714,130,0.01,0.08,0,11096
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1,2,0,2.4994120597839355,22764,142,0.0,0.05,0,11044
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1,2,0,2.4160430431365967,10736,50,0.06,0.85,0,63320
 
postgres-default,postgres,native,10mbitethhd,10,150,100,2,0,1.954223871231079,31714,50,0.0,0.08,0,11156
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100,2,0,2.51955509185791,39568,109,0.01,0.04,0,11108
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100,2,0,2.5052459239959717,30018,59,0.1,0.92,0,60224
 
postgres-default,postgres,native,10mbitethhd,10,150,1000,2,0,2.3483219146728516,217185,129,0.01,0.08,0,11728
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000,2,0,2.919563055038452,222264,141,0.01,0.06,0,11892
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000,2,0,2.9664387702941895,217305,136,0.12,1.14,0,71232
 
postgres-default,postgres,native,10mbitethhd,10,150,10000,2,0,4.120481014251709,2025949,136,0.01,0.11,0,15232
 
postgres-default,postgres,odbc,10mbitethhd,10,150,10000,2,0,4.78204607963562,2031041,229,0.02,0.21,0,17572
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,10000,2,0,4.671367883682251,2024497,268,0.16,1.73,0,131360
 
postgres-default,postgres,native,10mbitethhd,10,150,100000,2,0,19.89352512359619,20311113,1777,0.07,0.42,0,63392
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100000,2,0,21.169316053390503,20269446,1847,0.06,1.57,0,88176
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100000,2,0,20.195245027542114,20227153,1562,0.28,3.14,0,271580
 
postgres-default,postgres,native,10mbitethhd,10,150,1000000,2,0,176.82577800750732,204660854,31109,0.57,4.03,0,547092
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000000,2,0,183.7528100013733,204513127,31549,0.62,13.1,0,788088
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000000,2,0,178.31360006332397,203947682,31190,2.2,39.87,0,1096304
 
mariadb-default,mariadb,native,unlimited,-1,-1,1,2,0,0.006599903106689453,2599,17,0.0,0.0,0,5808
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1,2,0,0.009568929672241211,2935,23,0.0,0.0,0,6300
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1,2,0,0.4460580348968506,3930,23,0.05,0.68,0,60292
 
mariadb-default,mariadb,native,unlimited,-1,-1,100,2,0,0.007071971893310547,15256,17,0.0,0.0,0,6036
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100,2,0,0.014623880386352539,15592,23,0.0,0.0,0,6472
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100,2,0,0.4760010242462158,16963,35,0.08,0.7,0,62548
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000,2,0,0.008488178253173828,133580,25,0.0,0.0,0,6020
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000,2,0,0.02820587158203125,133916,31,0.0,0.02,0,6488
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000,2,0,0.5151841640472412,134948,40,0.07,0.88,0,71528
 
mariadb-default,mariadb,native,unlimited,-1,-1,10000,2,0,0.05379199981689453,1314239,135,0.0,0.02,0,8176
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,10000,2,0,0.19232678413391113,1314419,138,0.0,0.16,0,9124
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,10000,2,0,0.7147121429443359,1315980,142,0.08,1.56,0,131288
 
mariadb-default,mariadb,native,unlimited,-1,-1,100000,2,0,0.39579296112060547,13227308,1227,0.0,0.21,0,33940
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100000,2,0,1.848067045211792,13232246,1305,0.0,1.69,0,34736
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100000,2,0,2.0348010063171387,13264964,1173,0.31,3.07,0,380104
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000000,2,0,4.29718804359436,133177169,12233,0.06,2.26,0,291456
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000000,2,0,18.228806018829346,133206290,12621,0.11,16.24,0,292320
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000000,2,0,14.366097211837769,133105080,9947,1.07,34.74,0,883764
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1,2,0,0.02326798439025879,2599,17,0.0,0.0,0,6004
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1,2,0,0.02430891990661621,2935,23,0.0,0.0,0,6600
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1,2,0,0.4965488910675049,6718,85,0.06,0.63,0,58020
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100,2,0,0.021680116653442383,15256,17,0.0,0.0,0,5720
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100,2,0,0.03306984901428223,15592,23,0.0,0.0,0,6420
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100,2,0,0.47718310356140137,16203,24,0.05,0.68,0,62032
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000,2,0,0.024673938751220703,133580,25,0.0,0.0,0,6044
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000,2,0,0.05106186866760254,133968,32,0.0,0.02,0,6464
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000,2,0,0.5478911399841309,136121,45,0.08,0.86,0,72072
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,10000,2,0,0.08598613739013672,1314863,144,0.0,0.03,0,8176
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,10000,2,0,0.26423192024230957,1314607,141,0.0,0.2,0,9156
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,10000,2,0,0.8962469100952148,1314302,125,0.11,1.72,0,133904
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100000,2,0,0.5009260177612305,13225468,1194,0.02,0.25,0,34136
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100000,2,0,2.1941709518432617,13232986,1281,0.02,1.96,0,34668
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100000,2,0,1.832509994506836,13227385,1202,0.24,2.42,0,368528
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000000,2,0,4.2165398597717285,133213343,12277,0.17,2.18,0,291508
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000000,2,0,18.295804977416992,133194693,12464,0.19,16.3,0,292524
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000000,2,0,16.144249200820923,133107788,10769,1.18,35.94,0,864248
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1,2,0,1.526252031326294,3613,21,0.0,0.0,0,5812
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1,2,0,2.4387152194976807,10029,121,0.0,0.0,0,6600
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1,2,0,3.051581859588623,9020,108,0.09,0.93,0,61788
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100,2,0,1.532940149307251,17454,38,0.0,0.0,0,5916
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100,2,0,2.4391160011291504,16320,33,0.0,0.0,0,6496
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100,2,0,3.090069055557251,23437,108,0.11,0.92,0,61012
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000,2,0,1.9215538501739502,138052,105,0.0,0.0,0,6048
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000,2,0,2.869126081466675,135406,42,0.0,0.05,0,6472
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000,2,0,3.1484720706939697,141741,151,0.09,1.09,0,71720
 
mariadb-default,mariadb,native,10mbitethhd,10,150,10000,2,0,3.2042739391326904,1318993,206,0.0,0.05,0,8228
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,10000,2,0,4.314738988876343,1321845,236,0.01,0.24,0,8984
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,10000,2,0,4.6392669677734375,1318316,179,0.14,1.81,0,134012
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100000,2,0,13.128276109695435,13216304,915,0.01,0.34,0,34104
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100000,2,0,15.839339017868042,13223670,1018,0.02,2.17,0,34672
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100000,2,0,15.326340198516846,13213831,860,0.41,3.69,0,378468
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000000,2,0,115.32029008865356,133182426,11573,0.26,3.12,0,291316
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000000,2,0,132.44030809402466,133199703,11802,0.2,20.91,0,292380
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000000,2,0,121.0829119682312,133093665,9753,1.93,49.98,0,1065036
 
monetdb-default,monetdb,native,unlimited,-1,-1,1,2,0,0.06706786155700684,2907,35,0.0,0.02,0,9660
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1,2,0,0.08419585227966309,5286,53,0.0,0.02,0,11116
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1,2,0,0.5707519054412842,12414,56,0.07,0.67,0,57664
 
monetdb-default,monetdb,native,unlimited,-1,-1,100,2,0,0.06795501708984375,17904,38,0.0,0.02,0,9580
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100,2,0,0.0724189281463623,20286,56,0.0,0.02,0,11108
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100,2,0,0.4761679172515869,26634,80,0.05,0.68,0,62528
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000,2,0,0.07930779457092285,158300,89,0.0,0.02,0,9768
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000,2,0,0.08505392074584961,160682,107,0.0,0.03,0,11076
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000,2,0,0.6531720161437988,166991,124,0.11,1.04,0,80484
 
monetdb-default,monetdb,native,unlimited,-1,-1,10000,2,0,0.18546414375305176,1559658,629,0.0,0.07,0,9908
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,10000,2,0,0.2674691677093506,1562109,642,0.01,0.15,0,11264
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,10000,2,0,0.9894640445709229,1562601,556,0.09,1.74,0,132036
 
monetdb-default,monetdb,native,unlimited,-1,-1,100000,2,0,1.149116039276123,15661311,5649,0.0,0.68,0,9596
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100000,2,0,1.6011021137237549,15685698,6039,0.04,1.22,0,11060
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100000,2,0,3.864229917526245,15680737,5849,0.34,3.49,0,494076
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000000,2,0,10.707726001739502,157525967,56586,0.2,6.06,0,9676
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000000,2,0,15.575929880142212,157783393,60080,0.31,12.78,0,11244
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000000,2,0,28.91256594657898,157658913,58562,1.38,15.93,0,1363348
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1,2,0,0.08182215690612793,2907,35,0.0,0.02,0,9656
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1,2,0,0.11025500297546387,5286,53,0.0,0.02,0,11132
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1,2,0,0.6384999752044678,11235,64,0.08,0.78,0,62244
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100,2,0,0.10011100769042969,17906,38,0.0,0.02,0,9608
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100,2,0,0.12116193771362305,20283,56,0.0,0.03,0,11212
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100,2,0,0.6929700374603271,25362,55,0.09,0.77,0,62176
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000,2,0,0.10627603530883789,158301,89,0.0,0.03,0,9724
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000,2,0,0.12522315979003906,160680,107,0.0,0.03,0,11156
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000,2,0,0.7091069221496582,167334,136,0.07,1.12,0,80528
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,10000,2,0,0.24733710289001465,1557787,593,0.0,0.09,0,9856
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,10000,2,0,0.31608009338378906,1563640,666,0.02,0.13,0,11052
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,10000,2,0,1.0917539596557617,1568356,666,0.12,1.82,0,128944
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100000,2,0,1.3003520965576172,15618504,4841,0.04,0.58,0,9596
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100000,2,0,1.6856920719146729,15639858,5013,0.02,1.1,0,11140
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100000,2,0,3.7269351482391357,15635605,4952,0.32,3.14,0,363928
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000000,2,0,11.169606924057007,157002867,46570,0.3,6.42,0,9860
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000000,2,0,17.96234393119812,157381008,48984,0.3,11.94,0,11100
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000000,2,0,26.260730981826782,157358915,52816,1.21,13.85,0,1362472
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1,2,0,2.2174129486083984,8241,97,0.0,0.02,0,9592
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1,2,0,3.472830057144165,10026,121,0.0,0.03,0,11212
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1,2,0,4.31793999671936,19061,198,0.08,0.82,0,57400
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100,2,0,2.2238001823425293,20800,78,0.0,0.04,0,9704
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100,2,0,3.4531149864196777,24165,108,0.0,0.03,0,11224
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100,2,0,4.310678005218506,33207,144,0.08,0.88,0,61136
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000,2,0,2.6208670139312744,157833,74,0.0,0.04,0,9740
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000,2,0,3.868863105773926,168352,218,0.0,0.06,0,11192
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000,2,0,5.386561155319214,172080,200,0.1,1.38,0,78372
 
monetdb-default,monetdb,native,10mbitethhd,10,150,10000,2,0,4.016919136047363,1539980,199,0.0,0.12,0,9728
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,10000,2,0,10.0244779586792,1574245,767,0.0,0.26,0,11232
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,10000,2,0,8.346237897872925,1558176,423,0.16,2.07,0,130316
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100000,2,0,15.355216979980469,15439952,1259,0.04,1.18,0,9712
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100000,2,0,47.06316900253296,15749942,6892,0.09,2.14,0,11096
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100000,2,0,32.284574031829834,15716149,6318,0.28,4.35,0,123492
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000000,2,0,136.63300704956055,157444362,54290,0.45,9.89,0,9592
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000000,2,0,434.8333921432495,158341589,68308,0.69,21.39,0,11076
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000000,2,0,275.1066119670868,158076115,64713,1.68,26.36,0,129224
 
hbase-default,hbase,native,unlimited,-1,-1,1,2,0,4.7856550216674805,14138,197,0.47,13.0,0,451420
 
hbase-default,hbase,native,unlimited,-1,-1,100,2,0,5.060964107513428,86248,145,0.46,13.25,0,444400
 
hbase-default,hbase,native,unlimited,-1,-1,1000,2,0,6.738840103149414,766267,262,0.54,20.46,0,474904
 
hbase-default,hbase,native,unlimited,-1,-1,10000,2,0,14.493979930877686,8319891,702,0.98,34.05,0,591108
 
hbase-default,hbase,native,unlimited,-1,-1,100000,2,0,94.84808111190796,75681802,4746,3.55,187.18,0,606092
 
hbase-default,hbase,native,unlimited,-1,-1,1000000,2,1,-1,487768018,31869,20.17,1166.94,0,615708
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1,2,0,4.6567089557647705,10654,130,0.39,12.79,0,452928
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100,2,0,5.2380290031433105,87084,151,0.51,14.12,0,452096
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000,2,0,6.762162923812866,763079,193,0.54,19.31,0,474240
 
hbase-default,hbase,native,gigabitethld,1000,0.3,10000,2,0,14.654096841812134,8321991,714,0.89,34.94,0,617988
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100000,2,0,98.72640013694763,75731825,5640,3.51,195.63,0,631336
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000000,2,1,-1,474179867,34842,20.56,1146.18,0,616728
 
hbase-default,hbase,native,10mbitethhd,10,150,1,2,0,8.551306962966919,22802,281,0.47,14.22,0,458272
 
hbase-default,hbase,native,10mbitethhd,10,150,100,2,0,8.995476961135864,94346,272,0.52,16.86,0,448016
 
hbase-default,hbase,native,10mbitethhd,10,150,1000,2,0,11.593446016311646,770717,323,0.58,21.65,0,475756
 
hbase-default,hbase,native,10mbitethhd,10,150,10000,2,0,30.301764965057373,8351221,1156,0.99,39.01,0,603744
 
hbase-default,hbase,native,10mbitethhd,10,150,100000,2,0,207.27994990348816,75907923,8178,3.93,220.08,0,609964
 
hbase-default,hbase,native,10mbitethhd,10,150,1000000,2,1,-1,228414680,24066,10.78,625.11,0,623420
 
mongodb-default,mongodb,native,unlimited,-1,-1,1,2,0,0.04825901985168457,1881,12,0.01,0.02,0,49360
 
mongodb-default,mongodb,native,unlimited,-1,-1,100,2,0,0.04805302619934082,39851,14,0.01,0.03,0,45440
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000,2,0,0.05988597869873047,386592,38,0.01,0.04,0,46656
 
mongodb-default,mongodb,native,unlimited,-1,-1,10000,2,0,0.18194198608398438,3841761,211,0.02,0.12,0,51188
 
mongodb-default,mongodb,native,unlimited,-1,-1,100000,2,0,1.478572130203247,38368258,1030,0.06,1.06,0,52296
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000000,2,0,14.67634105682373,383561783,9426,0.41,10.64,0,57532
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1,2,0,0.053787946701049805,1933,13,0.01,0.02,0,47492
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100,2,0,0.05273103713989258,39851,14,0.01,0.02,0,44120
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000,2,0,0.07803583145141602,385708,21,0.01,0.04,0,44820
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,10000,2,0,0.22409701347351074,3836041,101,0.02,0.12,0,51072
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100000,2,0,1.6323421001434326,38365286,977,0.05,0.97,0,57380
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000000,2,0,17.058074951171875,383566311,9509,0.24,10.66,0,57632
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1,2,0,0.976207971572876,3041,28,0.01,0.04,0,44336
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100,2,0,1.0070509910583496,41989,35,0.01,0.04,0,47668
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000,2,0,1.56288480758667,389316,37,0.02,0.06,0,49696
 
mongodb-default,mongodb,native,10mbitethhd,10,150,10000,2,0,4.701706171035767,3841689,174,0.02,0.16,0,47772
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100000,2,0,37.794533014297485,38440082,2121,0.06,1.38,0,52392
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000000,2,0,366.90131092071533,384327266,21378,0.48,13.11,0,52276
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1,3,0,0.007624149322509766,1807,16,0.0,0.0,0,5812
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100,3,0,0.008407831192016602,6745,17,0.0,0.0,0,5920
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000,3,0,0.018398046493530273,46631,19,0.0,0.0,0,5856
 
mariadb-compress,mariadb,native,unlimited,-1,-1,10000,3,0,0.11478710174560547,505030,135,0.0,0.03,0,8212
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100000,3,0,1.0783500671386719,5049148,1237,0.03,0.34,0,34232
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000000,3,0,9.009628057479858,50541857,12338,0.19,3.19,0,291536
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1,3,0,0.019954919815063477,1859,17,0.0,0.0,0,6004
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100,3,0,0.010616064071655273,6745,17,0.0,0.0,0,5980
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000,3,0,0.03178882598876953,46631,19,0.0,0.0,0,6000
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,10000,3,0,0.11014890670776367,505030,135,0.0,0.03,0,8240
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100000,3,0,0.8776609897613525,5048536,1228,0.01,0.34,0,34136
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000000,3,0,9.060336112976074,50538960,12326,0.22,2.94,0,291532
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1,3,0,1.5281999111175537,6647,90,0.0,0.0,0,5944
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100,3,0,1.5327088832855225,11355,88,0.0,0.0,0,5892
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000,3,0,1.8682851791381836,48365,33,0.0,0.01,0,6092
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,10000,3,0,2.3833940029144287,505114,133,0.0,0.06,0,8356
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100000,3,0,6.512933015823364,5007684,414,0.02,0.52,0,34184
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000000,3,0,44.697975158691406,50351046,8489,0.24,4.32,0,291552
 
db2-default,db2,native,unlimited,-1,-1,1,3,0,1.1682090759277344,6489,42,0.01,0.0,0,36864
 
db2-default,db2,odbc,unlimited,-1,-1,1,3,0,0.1176910400390625,4242,22,0.02,0.07,0,37352
 
db2-default,db2,jdbc,unlimited,-1,-1,1,3,0,0.7301349639892578,8199,80,0.1,0.96,0,71640
 
db2-default,db2,native,unlimited,-1,-1,100,3,0,1.1776349544525146,21095,33,0.01,0.01,0,36880
 
db2-default,db2,odbc,unlimited,-1,-1,100,3,0,0.12410116195678711,20462,25,0.0,0.09,0,36876
 
db2-default,db2,jdbc,unlimited,-1,-1,100,3,0,0.7905318737030029,21539,28,0.06,1.13,0,75568
 
db2-default,db2,native,unlimited,-1,-1,1000,3,0,1.184708833694458,171136,101,0.02,0.0,0,36888
 
db2-default,db2,odbc,unlimited,-1,-1,1000,3,0,0.13198304176330566,167415,33,0.0,0.1,0,37804
 
db2-default,db2,jdbc,unlimited,-1,-1,1000,3,0,0.8566379547119141,168798,38,0.1,1.37,0,89072
 
db2-default,db2,native,unlimited,-1,-1,10000,3,0,1.3295791149139404,1627403,135,0.06,0.0,0,37020
 
db2-default,db2,odbc,unlimited,-1,-1,10000,3,0,0.2831861972808838,1628020,189,0.02,0.22,0,37612
 
db2-default,db2,jdbc,unlimited,-1,-1,10000,3,0,1.165118932723999,1629639,131,0.09,2.32,0,140684
 
db2-default,db2,native,unlimited,-1,-1,100000,3,0,2.6324689388275146,16224054,1156,0.17,0.26,0,34880
 
db2-default,db2,odbc,unlimited,-1,-1,100000,3,0,1.4822509288787842,16215205,1009,0.04,1.22,0,37272
 
db2-default,db2,jdbc,unlimited,-1,-1,100000,3,0,1.951380968093872,16250050,1092,0.21,2.86,0,257700
 
db2-default,db2,native,unlimited,-1,-1,1000000,3,0,13.99567699432373,162082536,10213,2.58,1.15,0,35060
 
db2-default,db2,odbc,unlimited,-1,-1,1000000,3,0,15.049386978149414,162081036,10223,0.28,12.64,0,37712
 
db2-default,db2,jdbc,unlimited,-1,-1,1000000,3,0,10.389611959457397,162359573,10062,1.06,8.54,0,1089696
 
db2-default,db2,native,gigabitethld,1000,0.3,1,3,0,1.1858210563659668,5507,38,0.0,0.01,0,35116
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1,3,0,0.15955519676208496,5140,24,0.01,0.08,0,37136
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1,3,0,0.7629921436309814,4975,18,0.09,1.04,0,74924
 
db2-default,db2,native,gigabitethld,1000,0.3,100,3,0,1.1850941181182861,24841,91,0.01,0.0,0,35008
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100,3,0,0.13265490531921387,20484,27,0.0,0.08,0,39656
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100,3,0,0.7497279644012451,20999,19,0.12,0.99,0,76068
 
db2-default,db2,native,gigabitethld,1000,0.3,1000,3,0,1.2239210605621338,168570,37,0.01,0.01,0,37020
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000,3,0,0.15632200241088867,167115,29,0.01,0.1,0,39772
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000,3,0,0.9130160808563232,168506,33,0.08,1.51,0,90508
 
db2-default,db2,native,gigabitethld,1000,0.3,10000,3,0,1.4453511238098145,1625061,128,0.04,0.02,0,34768
 
db2-default,db2,odbc,gigabitethld,1000,0.3,10000,3,0,0.40099096298217773,1624234,117,0.0,0.22,0,37800
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,10000,3,0,1.2674400806427002,1630211,139,0.13,2.47,0,139968
 
db2-default,db2,native,gigabitethld,1000,0.3,100000,3,0,3.3028478622436523,16224693,1160,0.23,0.18,0,35024
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100000,3,0,2.3395771980285645,16216425,1017,0.01,1.22,0,39040
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100000,3,0,3.6690568923950195,16252778,1105,0.24,3.12,0,248352
 
db2-default,db2,native,gigabitethld,1000,0.3,1000000,3,0,22.951112031936646,162090703,10330,2.54,1.56,0,35112
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000000,3,0,23.57976198196411,162097679,10429,0.07,12.92,0,37304
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000000,3,0,26.187124013900757,162387297,10486,0.77,10.91,0,581384
 
db2-default,db2,native,10mbitethhd,10,150,1,3,0,3.6074819564819336,8921,66,0.02,0.0,0,35268
 
db2-default,db2,odbc,10mbitethhd,10,150,1,3,0,2.2753701210021973,10234,115,0.0,0.12,0,36872
 
db2-default,db2,jdbc,10mbitethhd,10,150,1,3,0,2.429044008255005,7069,37,0.06,1.18,0,71796
 
db2-default,db2,native,10mbitethhd,10,150,100,3,0,3.6295039653778076,30070,179,0.01,0.02,0,36868
 
db2-default,db2,odbc,10mbitethhd,10,150,100,3,0,2.2906320095062256,23912,40,0.01,0.1,0,39100
 
db2-default,db2,jdbc,10mbitethhd,10,150,100,3,0,2.439424991607666,24793,89,0.1,1.26,0,76096
 
db2-default,db2,native,10mbitethhd,10,150,1000,3,0,4.385812997817993,172998,117,0.03,0.0,0,34772
 
db2-default,db2,odbc,10mbitethhd,10,150,1000,3,0,3.0376880168914795,172755,116,0.02,0.12,0,39260
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000,3,0,3.829303026199341,177100,177,0.13,1.66,0,89092
 
db2-default,db2,native,10mbitethhd,10,150,10000,3,0,12.491899013519287,1642529,384,0.07,0.05,0,35020
 
db2-default,db2,odbc,10mbitethhd,10,150,10000,3,0,11.156251192092896,1637970,315,0.02,0.39,0,39712
 
db2-default,db2,jdbc,10mbitethhd,10,150,10000,3,0,18.959017038345337,1660096,563,0.16,2.85,0,130040
 
db2-default,db2,native,10mbitethhd,10,150,100000,3,0,95.80652403831482,16364205,3102,0.67,0.78,0,36856
 
db2-default,db2,odbc,10mbitethhd,10,150,100000,3,0,92.72695994377136,16354453,2983,0.04,2.92,0,37720
 
db2-default,db2,jdbc,10mbitethhd,10,150,100000,3,0,166.45998191833496,16499569,4601,0.25,4.84,0,130644
 
db2-default,db2,native,10mbitethhd,10,150,1000000,3,1,-1,105823974,19472,3.85,5.5,0,34620
 
db2-default,db2,odbc,10mbitethhd,10,150,1000000,3,1,-1,108149869,19976,0.13,18.92,0,38448
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000000,3,1,-1,60235969,16971,0.52,10.04,0,136296
 
oracle-default,oracle,native,unlimited,-1,-1,1,3,0,0.04522395133972168,11734,43,0.0,0.0,0,25644
 
oracle-default,oracle,odbc,unlimited,-1,-1,1,3,0,0.05005192756652832,10603,39,0.0,0.01,0,28104
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1,3,0,1.0804698467254639,16989,119,0.12,1.42,0,89912
 
oracle-default,oracle,native,unlimited,-1,-1,100,3,0,0.04481005668640137,27653,101,0.0,0.01,0,25944
 
oracle-default,oracle,odbc,unlimited,-1,-1,100,3,0,0.06307005882263184,23818,45,0.02,0.01,0,28020
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100,3,0,1.038703203201294,25097,65,0.11,1.4,0,93184
 
oracle-default,oracle,native,unlimited,-1,-1,1000,3,0,0.0623469352722168,145569,81,0.0,0.02,0,25932
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000,3,0,0.06775283813476562,143018,66,0.01,0.02,0,28516
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000,3,0,1.1794240474700928,146408,248,0.13,1.92,0,130612
 
oracle-default,oracle,native,unlimited,-1,-1,10000,3,0,0.2669188976287842,1336211,355,0.01,0.17,0,26088
 
oracle-default,oracle,odbc,unlimited,-1,-1,10000,3,0,0.2069079875946045,1323210,286,0.0,0.14,0,28260
 
oracle-default,oracle,jdbc,unlimited,-1,-1,10000,3,0,1.7898409366607666,1335575,2099,0.21,3.36,0,170776
 
oracle-default,oracle,native,unlimited,-1,-1,100000,3,0,1.7072229385375977,13316938,2429,0.09,1.18,0,25644
 
oracle-default,oracle,odbc,unlimited,-1,-1,100000,3,0,1.7303621768951416,13232397,2485,0.02,1.39,0,28256
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100000,3,0,5.7247068881988525,13264564,20146,0.54,5.5,0,358104
 
oracle-default,oracle,native,unlimited,-1,-1,1000000,3,0,16.543314933776855,133496245,31638,0.74,11.54,0,25976
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000000,3,0,13.452481031417847,132182335,22955,0.6,10.31,0,28192
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000000,3,0,50.232248067855835,132575987,201166,6.32,15.1,0,246740
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1,3,0,0.09604501724243164,12685,46,0.0,0.01,0,25948
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1,3,0,0.14175009727478027,10604,39,0.01,0.03,0,28140
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1,3,0,0.9108028411865234,11895,39,0.08,1.14,0,91172
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100,3,0,0.08730006217956543,24845,47,0.0,0.0,0,25696
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100,3,0,0.10136795043945312,23715,43,0.0,0.01,0,28068
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100,3,0,0.9429690837860107,28309,125,0.12,1.16,0,93752
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000,3,0,0.16429901123046875,145569,81,0.01,0.01,0,25680
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000,3,0,0.11893701553344727,143370,71,0.0,0.02,0,28084
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000,3,0,1.3708269596099854,146068,245,0.13,2.03,0,135864
 
oracle-default,oracle,native,gigabitethld,1000,0.3,10000,3,0,0.6082179546356201,1340889,343,0.01,0.12,0,26056
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,10000,3,0,0.4213120937347412,1323535,291,0.01,0.12,0,28248
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,10000,3,0,4.550598859786987,1342475,2194,0.21,3.28,0,166796
 
oracle-default,oracle,native,gigabitethld,1000,0.3,100000,3,0,5.087607145309448,13327665,2614,0.07,1.18,0,25632
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,100000,3,0,3.012708902359009,13216407,2124,0.04,1.04,0,27844
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,100000,3,0,32.68727993965149,13307008,20778,0.45,5.58,0,180312
 
oracle-default,oracle,native,gigabitethld,1000,0.3,1000000,3,0,54.36156415939331,133161932,24814,0.59,14.38,0,25948
 
oracle-default,oracle,odbc,gigabitethld,1000,0.3,1000000,3,0,17.94058895111084,132296934,25061,0.12,10.9,0,28500
 
oracle-default,oracle,jdbc,gigabitethld,1000,0.3,1000000,3,0,300.52508902549744,132992057,207068,2.22,23.92,0,178904
 
oracle-default,oracle,native,10mbitethhd,10,150,1,3,0,5.521172046661377,23138,231,0.0,0.02,0,25992
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1,3,0,4.913606882095337,17309,131,0.0,0.03,0,27956
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1,3,0,4.78949499130249,19772,154,0.16,1.41,0,90688
 
oracle-default,oracle,native,10mbitethhd,10,150,100,3,0,5.832852125167847,35919,218,0.0,0.02,0,25828
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100,3,0,5.232758045196533,30282,144,0.01,0.03,0,28224
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100,3,0,7.626557111740112,34205,180,0.13,2.0,0,125584
 
oracle-default,oracle,native,10mbitethhd,10,150,1000,3,0,8.669375896453857,158333,267,0.01,0.04,0,25640
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000,3,0,6.875741958618164,154436,243,0.0,0.06,0,28232
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000,3,0,35.15863513946533,199867,1017,0.18,3.15,0,143532
 
oracle-default,oracle,native,10mbitethhd,10,150,10000,3,0,37.09193301200867,1399749,1270,0.01,0.32,0,26032
 
oracle-default,oracle,odbc,10mbitethhd,10,150,10000,3,0,24.422749996185303,1355509,694,0.01,0.3,0,28140
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,10000,3,0,308.70026993751526,1815034,8932,0.23,5.52,0,182380
 
oracle-default,oracle,native,10mbitethhd,10,150,100000,3,0,321.63943219184875,13803625,9334,0.14,3.02,0,25808
 
oracle-default,oracle,odbc,10mbitethhd,10,150,100000,3,0,198.35173082351685,13503986,6157,0.04,2.74,0,28244
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,100000,3,1,-1,3541293,17360,0.34,6.24,0,184884
 
oracle-default,oracle,native,10mbitethhd,10,150,1000000,3,1,-1,26006752,17530,0.13,5.71,0,25720
 
oracle-default,oracle,odbc,10mbitethhd,10,150,1000000,3,1,-1,41526493,17497,0.11,8.32,0,28052
 
oracle-default,oracle,jdbc,10mbitethhd,10,150,1000000,3,1,-1,3563148,17319,0.36,6.35,0,185308
 
postgres-default,postgres,native,unlimited,-1,-1,1,3,0,0.08806920051574707,11430,33,0.0,0.06,0,11100
 
postgres-default,postgres,odbc,unlimited,-1,-1,1,3,0,0.05182790756225586,10060,32,0.0,0.03,0,11140
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1,3,0,0.5472729206085205,9216,42,0.08,0.8,0,61896
 
postgres-default,postgres,native,unlimited,-1,-1,100,3,0,0.08785200119018555,29796,32,0.0,0.06,0,11060
 
postgres-default,postgres,odbc,unlimited,-1,-1,100,3,0,0.046523094177246094,29979,36,0.0,0.03,0,11396
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100,3,0,0.5481541156768799,28202,31,0.07,0.84,0,62492
 
postgres-default,postgres,native,unlimited,-1,-1,1000,3,0,0.10462498664855957,212781,65,0.01,0.06,0,11564
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000,3,0,0.05985903739929199,212986,69,0.01,0.03,0,11736
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000,3,0,0.6236169338226318,210341,60,0.09,0.97,0,70408
 
postgres-default,postgres,native,unlimited,-1,-1,10000,3,0,0.1497189998626709,2038599,401,0.01,0.08,0,15228
 
postgres-default,postgres,odbc,unlimited,-1,-1,10000,3,0,0.185380220413208,2039538,402,0.0,0.16,0,17892
 
postgres-default,postgres,jdbc,unlimited,-1,-1,10000,3,0,0.8261759281158447,2029551,391,0.1,1.61,0,129676
 
postgres-default,postgres,native,unlimited,-1,-1,100000,3,0,0.6407771110534668,20406089,3755,0.01,0.35,0,63452
 
postgres-default,postgres,odbc,unlimited,-1,-1,100000,3,0,1.44234299659729,20408463,3741,0.09,1.3,0,87716
 
postgres-default,postgres,jdbc,unlimited,-1,-1,100000,3,0,1.6767539978027344,20307468,3256,0.28,2.6,0,311012
 
postgres-default,postgres,native,unlimited,-1,-1,1000000,3,0,4.699744939804077,204919100,37162,0.16,2.36,0,547316
 
postgres-default,postgres,odbc,unlimited,-1,-1,1000000,3,0,11.291851043701172,204759622,34609,0.45,10.38,0,786644
 
postgres-default,postgres,jdbc,unlimited,-1,-1,1000000,3,0,11.653647899627686,203895770,31235,1.18,35.54,0,947776
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1,3,0,0.09063410758972168,10010,30,0.01,0.05,0,11296
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1,3,0,0.06018805503845215,10067,33,0.0,0.02,0,11376
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1,3,0,0.5506641864776611,8370,27,0.07,0.76,0,63932
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100,3,0,0.12432217597961426,30798,36,0.01,0.07,0,11132
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100,3,0,0.06001615524291992,29907,36,0.0,0.03,0,11248
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100,3,0,0.5067760944366455,28150,30,0.06,0.72,0,63712
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000,3,0,0.09332585334777832,212865,66,0.0,0.05,0,11628
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000,3,0,0.06697797775268555,212939,68,0.0,0.04,0,11448
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000,3,0,0.5919971466064453,209757,47,0.06,0.9,0,74360
 
postgres-default,postgres,native,gigabitethld,1000,0.3,10000,3,0,0.14485692977905273,2035023,334,0.0,0.08,0,15204
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,10000,3,0,0.18137407302856445,2036184,366,0.02,0.11,0,17688
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,10000,3,0,0.7713260650634766,2026951,344,0.09,1.53,0,128476
 
postgres-default,postgres,native,gigabitethld,1000,0.3,100000,3,0,0.5718498229980469,20390489,3455,0.02,0.26,0,63384
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,100000,3,0,1.1978719234466553,20389069,3480,0.04,1.08,0,87584
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,100000,3,0,1.6563169956207275,20317382,3432,0.22,2.5,0,313492
 
postgres-default,postgres,native,gigabitethld,1000,0.3,1000000,3,0,5.483933925628662,204904972,36890,0.31,2.56,0,547128
 
postgres-default,postgres,odbc,gigabitethld,1000,0.3,1000000,3,0,11.86874508857727,204971045,37115,0.38,10.59,0,788608
 
postgres-default,postgres,jdbc,gigabitethld,1000,0.3,1000000,3,0,9.186407089233398,203629506,26079,1.22,22.3,0,1049172
 
postgres-default,postgres,native,10mbitethhd,10,150,1,3,0,1.9476649761199951,12150,60,0.02,0.07,0,11032
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1,3,0,2.5006308555603027,21108,114,0.01,0.04,0,11140
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1,3,0,2.4316561222076416,12596,82,0.1,0.83,0,62920
 
postgres-default,postgres,native,10mbitethhd,10,150,100,3,0,1.9552719593048096,34406,105,0.0,0.08,0,11308
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100,3,0,2.506417989730835,37540,67,0.0,0.05,0,11016
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100,3,0,2.50449800491333,33746,115,0.09,1.0,0,63172
 
postgres-default,postgres,native,10mbitethhd,10,150,1000,3,0,2.3644649982452393,216487,118,0.01,0.1,0,11808
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000,3,0,2.92792010307312,219771,92,0.0,0.07,0,11924
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000,3,0,2.9543490409851074,215531,137,0.12,1.14,0,70820
 
postgres-default,postgres,native,10mbitethhd,10,150,10000,3,0,4.12785005569458,2027259,161,0.02,0.13,0,15304
 
postgres-default,postgres,odbc,10mbitethhd,10,150,10000,3,0,4.788236141204834,2030606,235,0.02,0.22,0,17656
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,10000,3,0,4.70901894569397,2021803,204,0.13,1.82,0,130552
 
postgres-default,postgres,native,10mbitethhd,10,150,100000,3,0,19.75166392326355,20311893,1797,0.04,0.48,0,63312
 
postgres-default,postgres,odbc,10mbitethhd,10,150,100000,3,0,20.599849224090576,20269580,1837,0.07,1.55,0,87708
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,100000,3,0,19.847821950912476,20228986,1600,0.3,3.02,0,268628
 
postgres-default,postgres,native,10mbitethhd,10,150,1000000,3,0,173.6227400302887,204660525,31087,0.64,4.02,0,547024
 
postgres-default,postgres,odbc,10mbitethhd,10,150,1000000,3,0,184.5232059955597,204529199,31811,0.6,13.45,0,787280
 
postgres-default,postgres,jdbc,10mbitethhd,10,150,1000000,3,0,176.22226905822754,203787894,28154,2.06,40.72,0,1130184
 
mariadb-default,mariadb,native,unlimited,-1,-1,1,3,0,0.006125926971435547,2598,17,0.0,0.0,0,5888
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1,3,0,0.00896310806274414,2934,23,0.0,0.0,0,6592
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1,3,0,0.4623839855194092,3493,23,0.1,0.67,0,61108
 
mariadb-default,mariadb,native,unlimited,-1,-1,100,3,0,0.00639796257019043,15256,17,0.0,0.0,0,5920
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100,3,0,0.01076817512512207,15708,25,0.0,0.0,0,6456
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100,3,0,0.45738697052001953,16151,23,0.07,0.69,0,62316
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000,3,0,0.009124994277954102,133580,25,0.0,0.0,0,6060
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000,3,0,0.028298139572143555,134866,34,0.0,0.02,0,6508
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000,3,0,0.5400598049163818,134896,39,0.08,0.94,0,71824
 
mariadb-default,mariadb,native,unlimited,-1,-1,10000,3,0,0.0492250919342041,1314239,135,0.0,0.02,0,8232
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,10000,3,0,0.19425106048583984,1314575,141,0.0,0.16,0,9092
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,10000,3,0,0.7532529830932617,1319162,172,0.08,1.56,0,125800
 
mariadb-default,mariadb,native,unlimited,-1,-1,100000,3,0,0.49248719215393066,13226664,1217,0.0,0.28,0,34080
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,100000,3,0,2.2755939960479736,13232474,1307,0.02,2.02,0,34700
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,100000,3,0,2.003849983215332,13229809,1251,0.34,2.9,0,380344
 
mariadb-default,mariadb,native,unlimited,-1,-1,1000000,3,0,4.365185022354126,133179627,12259,0.1,2.18,0,291264
 
mariadb-default,mariadb,odbc,unlimited,-1,-1,1000000,3,0,18.143807888031006,133202995,12593,0.03,16.4,0,292372
 
mariadb-default,mariadb,jdbc,unlimited,-1,-1,1000000,3,0,14.238832950592041,133157944,10333,1.13,34.78,0,875104
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1,3,0,0.01724720001220703,2787,20,0.0,0.0,0,5904
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1,3,0,0.029644012451171875,2883,23,0.0,0.0,0,6520
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1,3,0,0.5526101589202881,7986,104,0.06,0.8,0,60096
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100,3,0,0.01554107666015625,15256,17,0.0,0.0,0,5984
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100,3,0,0.03066086769104004,15644,24,0.0,0.0,0,6632
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100,3,0,0.5063159465789795,16151,23,0.06,0.73,0,61316
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000,3,0,0.027098894119262695,133580,25,0.0,0.0,0,5900
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000,3,0,0.05065488815307617,133916,31,0.0,0.02,0,6504
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000,3,0,0.5684969425201416,134735,36,0.06,0.93,0,73012
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,10000,3,0,0.05530810356140137,1312939,110,0.0,0.01,0,8088
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,10000,3,0,0.21110200881958008,1313899,128,0.0,0.16,0,9148
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,10000,3,0,0.7463819980621338,1316136,145,0.11,1.55,0,133788
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,100000,3,0,0.40682291984558105,13224178,1168,0.02,0.19,0,33988
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,100000,3,0,1.814007043838501,13224972,1184,0.01,1.62,0,34740
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,100000,3,0,1.7815618515014648,13227417,1199,0.28,2.52,0,379608
 
mariadb-default,mariadb,native,gigabitethld,1000,0.3,1000000,3,0,5.242999076843262,133186543,12355,0.16,2.62,0,291320
 
mariadb-default,mariadb,odbc,gigabitethld,1000,0.3,1000000,3,0,22.66650891304016,133225142,12702,0.14,20.33,0,292376
 
mariadb-default,mariadb,jdbc,gigabitethld,1000,0.3,1000000,3,0,14.31511902809143,133102208,10350,1.18,35.07,0,867740
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1,3,0,1.522780179977417,10131,119,0.0,0.0,0,5684
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1,3,0,2.4389829635620117,5325,47,0.0,0.01,0,6624
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1,3,0,3.007554054260254,10162,126,0.1,0.83,0,61472
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100,3,0,1.5468840599060059,18876,86,0.0,0.0,0,5968
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100,3,0,2.4567010402679443,17654,42,0.0,0.01,0,6492
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100,3,0,3.0693540573120117,21885,112,0.08,0.94,0,62548
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000,3,0,1.9202039241790771,133696,27,0.0,0.01,0,6072
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000,3,0,2.863654136657715,142790,181,0.0,0.04,0,6548
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000,3,0,3.183659076690674,139793,112,0.05,1.17,0,74080
 
mariadb-default,mariadb,native,10mbitethhd,10,150,10000,3,0,3.1908788681030273,1319401,213,0.0,0.05,0,8252
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,10000,3,0,4.297294855117798,1319925,222,0.0,0.25,0,9144
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,10000,3,0,4.6664719581604,1318212,133,0.14,1.66,0,123768
 
mariadb-default,mariadb,native,10mbitethhd,10,150,100000,3,0,13.171372175216675,13218066,948,0.0,0.36,0,34068
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,100000,3,0,15.793893098831177,13222794,997,0.03,2.1,0,34668
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,100000,3,0,15.271299839019775,13217227,921,0.34,3.63,0,379032
 
mariadb-default,mariadb,native,10mbitethhd,10,150,1000000,3,0,115.71333193778992,133201448,11939,0.2,3.22,0,291460
 
mariadb-default,mariadb,odbc,10mbitethhd,10,150,1000000,3,0,129.2634620666504,133218599,12183,0.19,17.84,0,292424
 
mariadb-default,mariadb,jdbc,10mbitethhd,10,150,1000000,3,0,121.32927298545837,133092300,9806,1.94,49.39,0,1136344
 
monetdb-default,monetdb,native,unlimited,-1,-1,1,3,0,0.07233500480651855,3867,45,0.0,0.02,0,9552
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1,3,0,0.07516598701477051,6237,56,0.0,0.02,0,11140
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1,3,0,0.5571110248565674,10241,50,0.07,0.68,0,59660
 
monetdb-default,monetdb,native,unlimited,-1,-1,100,3,0,0.07247209548950195,18944,58,0.0,0.02,0,9892
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100,3,0,0.08347082138061523,20283,56,0.01,0.02,0,11128
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100,3,0,0.5053410530090332,25334,55,0.03,0.73,0,64596
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000,3,0,0.10167908668518066,158489,92,0.0,0.03,0,9900
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000,3,0,0.08984613418579102,160679,107,0.0,0.04,0,11084
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000,3,0,0.587522029876709,165931,109,0.08,0.91,0,80760
 
monetdb-default,monetdb,native,unlimited,-1,-1,10000,3,0,0.2353830337524414,1558429,603,0.0,0.09,0,9708
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,10000,3,0,0.24428701400756836,1563372,651,0.0,0.14,0,11184
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,10000,3,0,0.9817030429840088,1567385,648,0.08,1.67,0,129832
 
monetdb-default,monetdb,native,unlimited,-1,-1,100000,3,0,1.172131061553955,15661729,5660,0.0,0.62,0,9584
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,100000,3,0,1.5690791606903076,15686887,6026,0.05,1.16,0,11096
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,100000,3,0,3.1987359523773193,15680722,5864,0.31,2.9,0,489920
 
monetdb-default,monetdb,native,unlimited,-1,-1,1000000,3,0,10.870089054107666,157523485,56553,0.13,6.36,0,9596
 
monetdb-default,monetdb,odbc,unlimited,-1,-1,1000000,3,0,16.88615393638611,157832492,59830,0.38,13.72,0,11248
 
monetdb-default,monetdb,jdbc,unlimited,-1,-1,1000000,3,0,24.065951824188232,157653709,58482,1.07,13.19,0,877576
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1,3,0,0.08193302154541016,2908,35,0.0,0.02,0,9672
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1,3,0,0.10252714157104492,5286,53,0.0,0.02,0,11076
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1,3,0,0.547501802444458,11217,69,0.06,0.68,0,59896
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100,3,0,0.08723592758178711,18287,44,0.0,0.01,0,9840
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100,3,0,0.1046440601348877,20283,56,0.0,0.02,0,11176
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100,3,0,0.5727660655975342,25362,55,0.06,0.69,0,61608
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000,3,0,0.09035396575927734,157935,82,0.0,0.02,0,9612
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000,3,0,0.1077890396118164,159899,92,0.0,0.02,0,11136
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000,3,0,0.6559469699859619,166169,113,0.07,0.97,0,81068
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,10000,3,0,0.2023921012878418,1555565,532,0.0,0.06,0,9600
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,10000,3,0,0.2933320999145508,1562600,649,0.0,0.13,0,11100
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,10000,3,0,0.9408102035522461,1566174,623,0.07,1.74,0,132392
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,100000,3,0,1.21840500831604,15594421,4365,0.03,0.71,0,9600
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,100000,3,0,1.7984180450439453,15646271,5156,0.05,1.2,0,11136
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,100000,3,0,3.4879329204559326,15634459,4959,0.32,2.76,0,491592
 
monetdb-default,monetdb,native,gigabitethld,1000,0.3,1000000,3,0,10.988168001174927,156944945,45455,0.24,7.13,0,9776
 
monetdb-default,monetdb,odbc,gigabitethld,1000,0.3,1000000,3,0,16.686949014663696,157516031,51470,0.3,11.24,0,11140
 
monetdb-default,monetdb,jdbc,gigabitethld,1000,0.3,1000000,3,0,28.22309899330139,157526395,56010,1.2,14.76,0,1366868
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1,3,0,2.2166168689727783,8285,78,0.0,0.02,0,9656
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1,3,0,3.4324910640716553,13441,164,0.0,0.03,0,11168
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1,3,0,4.330221891403198,16452,130,0.09,0.92,0,58368
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100,3,0,2.2320048809051514,25570,165,0.0,0.02,0,9704
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100,3,0,3.4563238620758057,23834,103,0.0,0.03,0,11080
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100,3,0,4.385089159011841,30929,140,0.08,0.99,0,61244
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000,3,0,2.6207659244537354,159686,95,0.0,0.04,0,9868
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000,3,0,3.863654136657715,165585,144,0.0,0.06,0,11076
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000,3,0,5.382959842681885,176243,266,0.12,1.38,0,78964
 
monetdb-default,monetdb,native,10mbitethhd,10,150,10000,3,0,4.056684970855713,1539476,220,0.0,0.14,0,9844
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,10000,3,0,10.179582834243774,1568090,692,0.01,0.27,0,11100
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,10000,3,0,8.391643047332764,1561549,438,0.14,2.16,0,129864
 
monetdb-default,monetdb,native,10mbitethhd,10,150,100000,3,0,15.274476051330566,15439600,1245,0.02,1.2,0,9644
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,100000,3,0,47.028990030288696,15753733,6994,0.05,1.87,0,11056
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,100000,3,0,32.32434010505676,15721686,6411,0.3,4.49,0,128996
 
monetdb-default,monetdb,native,10mbitethhd,10,150,1000000,3,0,135.89138293266296,157411395,53744,0.51,9.95,0,9884
 
monetdb-default,monetdb,odbc,10mbitethhd,10,150,1000000,3,0,435.00498604774475,158423593,69788,0.73,21.63,0,11088
 
monetdb-default,monetdb,jdbc,10mbitethhd,10,150,1000000,3,0,274.8822720050812,158093374,65000,1.71,25.84,0,126596
 
hbase-default,hbase,native,unlimited,-1,-1,1,3,0,4.650378227233887,14891,206,0.41,13.06,0,446776
 
hbase-default,hbase,native,unlimited,-1,-1,100,3,0,4.963809013366699,89404,160,0.43,14.2,0,453824
 
hbase-default,hbase,native,unlimited,-1,-1,1000,3,0,6.664139986038208,767103,270,0.6,19.76,0,472084
 
hbase-default,hbase,native,unlimited,-1,-1,10000,3,0,14.655931949615479,8316689,644,0.92,34.86,0,615332
 
hbase-default,hbase,native,unlimited,-1,-1,100000,3,0,99.70405197143555,75691025,4802,3.55,203.08,0,616056
 
hbase-default,hbase,native,unlimited,-1,-1,1000000,3,1,-1,465781370,30974,19.38,1165.06,0,599496
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1,3,0,4.831660985946655,13690,192,0.51,13.23,0,444416
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100,3,0,4.849390029907227,86180,138,0.48,13.78,0,448060
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000,3,0,6.50162410736084,767031,269,0.57,19.56,0,483488
 
hbase-default,hbase,native,gigabitethld,1000,0.3,10000,3,0,14.154934883117676,8322223,729,0.93,31.84,0,602576
 
hbase-default,hbase,native,gigabitethld,1000,0.3,100000,3,0,96.52506899833679,75735632,5727,4.02,191.0,0,618368
 
hbase-default,hbase,native,gigabitethld,1000,0.3,1000000,3,1,-1,464152556,34867,17.86,1142.98,0,606360
 
hbase-default,hbase,native,10mbitethhd,10,150,1,3,0,8.64324402809143,19706,266,0.58,14.49,0,444352
 
hbase-default,hbase,native,10mbitethhd,10,150,100,3,0,8.787392139434814,95060,299,0.53,16.7,0,456584
 
hbase-default,hbase,native,10mbitethhd,10,150,1000,3,0,11.82422685623169,772219,347,0.78,21.1,0,477048
 
hbase-default,hbase,native,10mbitethhd,10,150,10000,3,0,30.48048210144043,8350619,1142,1.0,38.42,0,613820
 
hbase-default,hbase,native,10mbitethhd,10,150,100000,3,0,212.2838258743286,75927287,8487,3.76,224.09,0,613364
 
hbase-default,hbase,native,10mbitethhd,10,150,1000000,3,1,-1,227458534,24708,10.75,615.59,0,626096
 
mongodb-default,mongodb,native,unlimited,-1,-1,1,3,0,0.05142498016357422,1881,13,0.01,0.02,0,47480
 
mongodb-default,mongodb,native,unlimited,-1,-1,100,3,0,0.049327850341796875,39851,14,0.0,0.03,0,44420
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000,3,0,0.06436681747436523,386540,37,0.01,0.03,0,47708
 
mongodb-default,mongodb,native,unlimited,-1,-1,10000,3,0,0.19775795936584473,3842165,217,0.01,0.14,0,52644
 
mongodb-default,mongodb,native,unlimited,-1,-1,100000,3,0,1.6929869651794434,38372904,1105,0.08,1.21,0,55532
 
mongodb-default,mongodb,native,unlimited,-1,-1,1000000,3,0,15.482818126678467,383572951,9587,0.51,11.09,0,55336
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1,3,0,0.059242963790893555,1933,13,0.0,0.03,0,47800
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100,3,0,0.05289292335510254,39851,14,0.01,0.02,0,47512
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000,3,0,0.07129096984863281,385708,21,0.02,0.03,0,44664
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,10000,3,0,0.2391650676727295,3836991,104,0.02,0.14,0,47784
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,100000,3,0,1.827794075012207,38364344,940,0.03,1.12,0,52340
 
mongodb-default,mongodb,native,gigabitethld,1000,0.3,1000000,3,0,17.31895089149475,383572305,9573,0.26,10.12,0,52596
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1,3,0,0.9829540252685547,4877,33,0.01,0.05,0,47300
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100,3,0,1.0111429691314697,44547,100,0.01,0.04,0,44368
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000,3,0,1.5576560497283936,386932,40,0.01,0.06,0,44408
 
mongodb-default,mongodb,native,10mbitethhd,10,150,10000,3,0,4.672188997268677,3846209,260,0.02,0.16,0,49988
 
mongodb-default,mongodb,native,10mbitethhd,10,150,100000,3,0,37.81659817695618,38442020,2159,0.06,1.37,0,54820
 
mongodb-default,mongodb,native,10mbitethhd,10,150,1000000,3,0,367.39711713790894,384350330,21849,0.39,13.52,0,52596
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1,4,0,0.011235952377319336,1808,16,0.0,0.0,0,5776
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100,4,0,0.011383056640625,6746,17,0.0,0.0,0,5816
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000,4,0,0.0182950496673584,46632,19,0.0,0.0,0,6076
 
mariadb-compress,mariadb,native,unlimited,-1,-1,10000,4,0,0.12164497375488281,505031,135,0.01,0.03,0,8344
 
mariadb-compress,mariadb,native,unlimited,-1,-1,100000,4,0,1.0747709274291992,5047475,1224,0.03,0.35,0,34068
 
mariadb-compress,mariadb,native,unlimited,-1,-1,1000000,4,0,10.632184982299805,50544467,12413,0.22,3.52,0,291500
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1,4,0,0.018568992614746094,1860,17,0.0,0.0,0,5900
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100,4,0,0.01832413673400879,6746,17,0.0,0.0,0,5972
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000,4,0,0.033457040786743164,46632,19,0.0,0.0,0,6128
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,10000,4,0,0.1058189868927002,505031,135,0.0,0.02,0,8196
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,100000,4,0,0.8920819759368896,5048736,1235,0.02,0.29,0,34152
 
mariadb-compress,mariadb,native,gigabitethld,1000,0.3,1000000,4,0,9.21904993057251,50542021,12346,0.24,2.9,0,291528
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1,4,0,1.5336179733276367,1984,18,0.0,0.0,0,6000
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100,4,0,1.5395750999450684,10614,90,0.0,0.0,0,5748
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000,4,0,1.8711810111999512,49527,45,0.0,0.01,0,5856
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,10000,4,0,2.3867878913879395,502801,72,0.0,0.06,0,8240
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,100000,4,0,6.471954822540283,5009807,429,0.04,0.46,0,34148
 
mariadb-compress,mariadb,native,10mbitethhd,10,150,1000000,4,0,44.62754416465759,50423327,9841,0.24,4.19,0,291552
 
db2-default,db2,native,unlimited,-1,-1,1,4,0,1.1699790954589844,5539,39,0.0,0.01,0,34644
 
db2-default,db2,odbc,unlimited,-1,-1,1,4,0,0.12331008911132812,4242,22,0.0,0.09,0,39040
 
db2-default,db2,jdbc,unlimited,-1,-1,1,4,0,0.7512469291687012,4975,18,0.07,1.0,0,73928
 
db2-default,db2,native,unlimited,-1,-1,100,4,0,1.133531093597412,21343,36,0.02,0.0,0,36704
 
db2-default,db2,odbc,unlimited,-1,-1,100,4,0,0.12177491188049316,20214,22,0.0,0.08,0,39600
 
db2-default,db2,jdbc,unlimited,-1,-1,100,4,0,0.7921578884124756,21321,25,0.1,1.1,0,76112
 
db2-default,db2,native,unlimited,-1,-1,1000,4,0,1.1777980327606201,168296,44,0.0,0.01,0,36776
 
db2-default,db2,odbc,unlimited,-1,-1,1000,4,0,0.13457989692687988,167167,30,0.01,0.09,0,39300
 
db2-default,db2,jdbc,unlimited,-1,-1,1000,4,0,0.8705129623413086,172042,101,0.09,1.44,0,92556
 
db2-default,db2,native,unlimited,-1,-1,10000,4,0,1.322295904159546,1625633,135,0.04,0.02,0,34988
 
db2-default,db2,odbc,unlimited,-1,-1,10000,4,0,0.27785396575927734,1624608,124,0.0,0.22,0,39708
 
db2-default,db2,jdbc,unlimited,-1,-1,10000,4,0,1.1444168090820312,1632987,196,0.12,2.22,0,134480
 
db2-default,db2,native,unlimited,-1,-1,100000,4,0,2.720301866531372,16221038,1098,0.35,0.1,0,35064
 
db2-default,db2,odbc,unlimited,-1,-1,100000,4,0,1.4246370792388916,16215017,1006,0.04,1.16,0,39056
 
db2-default,db2,jdbc,unlimited,-1,-1,100000,4,0,1.8436081409454346,16246910,1031,0.26,2.59,0,246224
 
db2-default,db2,native,unlimited,-1,-1,1000000,4,0,17.365980863571167,162088236,10316,3.04,1.32,0,37188
 
db2-default,db2,odbc,unlimited,-1,-1,1000000,4,0,13.36205792427063,162073590,10087,0.23,11.19,0,39064
 
db2-default,db2,jdbc,unlimited,-1,-1,1000000,4,0,12.059924840927124,162366007,10215,1.18,9.64,0,1370272
 
db2-default,db2,native,gigabitethld,1000,0.3,1,4,0,1.1876270771026611,6269,38,0.01,0.0,0,34964
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1,4,0,0.13331198692321777,4190,21,0.0,0.09,0,37616
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1,4,0,0.7441480159759521,4975,18,0.09,0.96,0,73164
 
db2-default,db2,native,gigabitethld,1000,0.3,100,4,0,1.1835169792175293,22241,38,0.02,0.0,0,35108
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100,4,0,0.1491398811340332,20162,21,0.0,0.08,0,37652
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100,4,0,0.8382341861724854,21321,25,0.1,1.15,0,76408
 
db2-default,db2,native,gigabitethld,1000,0.3,1000,4,0,1.1973350048065186,168244,43,0.01,0.01,0,34848
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000,4,0,0.17084097862243652,170547,95,0.01,0.1,0,37056
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000,4,0,0.914726972579956,168506,33,0.1,1.48,0,86952
 
db2-default,db2,native,gigabitethld,1000,0.3,10000,4,0,1.4279451370239258,1627953,186,0.06,0.0,0,35112
 
db2-default,db2,odbc,gigabitethld,1000,0.3,10000,4,0,0.39681005477905273,1624234,117,0.0,0.23,0,37608
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,10000,4,0,1.2466380596160889,1633735,205,0.09,2.47,0,138256
 
db2-default,db2,native,gigabitethld,1000,0.3,100000,4,0,3.2563531398773193,16220664,1091,0.32,0.16,0,34852
 
db2-default,db2,odbc,gigabitethld,1000,0.3,100000,4,0,2.2562618255615234,16216975,1024,0.01,1.2,0,37600
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,100000,4,0,3.5057921409606934,16251491,1110,0.24,2.95,0,261472
 
db2-default,db2,native,gigabitethld,1000,0.3,1000000,4,0,24.338248014450073,162100659,10499,2.28,2.21,0,36960
 
db2-default,db2,odbc,gigabitethld,1000,0.3,1000000,4,0,21.60006093978882,162092239,10354,0.12,11.27,0,37056
 
db2-default,db2,jdbc,gigabitethld,1000,0.3,1000000,4,0,21.287097930908203,162378570,10364,0.83,9.42,0,581728
 
db2-default,db2,native,10mbitethhd,10,150,1,4,0,3.6149778366088867,16451,165,0.02,0.0,0,37024
 
db2-default,db2,odbc,10mbitethhd,10,150,1,4,0,2.2711658477783203,5546,31,0.02,0.09,0,37352
 
db2-default,db2,jdbc,10mbitethhd,10,150,1,4,0,2.3603341579437256,8949,73,0.07,1.08,0,71560
 
db2-default,db2,native,10mbitethhd,10,150,100,4,0,3.6209468841552734,26101,111,0.0,0.02,0,36660
 
db2-default,db2,odbc,10mbitethhd,10,150,100,4,0,2.296067953109741,22442,44,0.0,0.11,0,37060
 
db2-default,db2,jdbc,10mbitethhd,10,150,100,4,0,2.4445011615753174,26411,102,0.13,1.26,0,76488
 
db2-default,db2,native,10mbitethhd,10,150,1000,4,0,4.381088972091675,169570,52,0.02,0.01,0,35060
 
db2-default,db2,odbc,10mbitethhd,10,150,1000,4,0,3.0468549728393555,176319,184,0.0,0.14,0,37304
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000,4,0,3.887579917907715,176236,126,0.11,1.83,0,90576
 
db2-default,db2,native,10mbitethhd,10,150,10000,4,0,12.51633906364441,1644119,409,0.06,0.06,0,34984
 
db2-default,db2,odbc,10mbitethhd,10,150,10000,4,0,11.169638872146606,1643654,390,0.02,0.39,0,39324
 
db2-default,db2,jdbc,10mbitethhd,10,150,10000,4,0,18.992100954055786,1654855,505,0.16,2.74,0,130232
 
db2-default,db2,native,10mbitethhd,10,150,100000,4,0,96.01547598838806,16364832,3159,0.63,0.84,0,34880
 
db2-default,db2,odbc,10mbitethhd,10,150,100000,4,0,92.87183213233948,16361836,3094,0.0,3.03,0,37584
 
db2-default,db2,jdbc,10mbitethhd,10,150,100000,4,0,166.5919680595398,16506242,4743,0.33,5.21,0,136572
 
db2-default,db2,native,10mbitethhd,10,150,1000000,4,1,-1,105502502,20239,4.2,5.85,0,34496
 
db2-default,db2,odbc,10mbitethhd,10,150,1000000,4,0,199.28579998016357,162442850,14488,0.22,15.48,0,37772
 
db2-default,db2,jdbc,10mbitethhd,10,150,1000000,4,0,12.28464388847351,162365209,10165,1.23,10.1,0,1376144
 
oracle-default,oracle,native,unlimited,-1,-1,1,4,0,0.04250693321228027,11736,43,0.01,0.0,0,25684
 
oracle-default,oracle,odbc,unlimited,-1,-1,1,4,0,0.05389809608459473,10605,39,0.0,0.01,0,28068
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1,4,0,1.0178370475769043,12239,45,0.12,1.3,0,90432
 
oracle-default,oracle,native,unlimited,-1,-1,100,4,0,0.04718303680419922,24847,47,0.0,0.01,0,25960
 
oracle-default,oracle,odbc,unlimited,-1,-1,100,4,0,0.055871009826660156,23716,43,0.01,0.01,0,28104
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100,4,0,1.1216039657592773,27803,100,0.1,1.5,0,93696
 
oracle-default,oracle,native,unlimited,-1,-1,1000,4,0,0.0597689151763916,144635,63,0.0,0.02,0,26016
 
oracle-default,oracle,odbc,unlimited,-1,-1,1000,4,0,0.06761312484741211,143072,67,0.01,0.02,0,28296
 
oracle-default,oracle,jdbc,unlimited,-1,-1,1000,4,0,1.3054070472717285,144690,235,0.1,2.1,0,128680
 
oracle-default,oracle,native,unlimited,-1,-1,10000,4,0,0.24251484870910645,1335881,348,0.02,0.14,0,26116
 
oracle-default,oracle,odbc,unlimited,-1,-1,10000,4,0,0.2026529312133789,1323212,286,0.02,0.13,0,28084
 
oracle-default,oracle,jdbc,unlimited,-1,-1,10000,4,0,1.9406659603118896,1334317,2056,0.25,3.68,0,171540
 
oracle-default,oracle,native,unlimited,-1,-1,100000,4,0,1.7360079288482666,13367510,3415,0.14,1.13,0,25952
 
oracle-default,oracle,odbc,unlimited,-1,-1,100000,4,0,1.4541409015655518,13219601,2226,0.04,1.12,0,28140
 
oracle-default,oracle,jdbc,unlimited,-1,-1,100000,4,0,5.282978057861328,13261780,20143,0.56,5.4,0,365848
protocols-bytes1.pdf
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protocols-bytes2.pdf
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protocols-memory.pdf
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protocols-network.pdf
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protocols-packets.pdf
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protocols-time.pdf
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protocols-wrapper-bytes.pdf
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protocols-wrapper-memory.pdf
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protocols-wrapper-time.pdf
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vldb-protocols.R
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# library(dplyr)
 
# library(ggplot2)
 

			




	
	
	
		
 

			




	
	
	
		
 
# read.table("~/Desktop/secondrun.csv", header=F,  sep=",", stringsAsFactors=F) -> dd

			




	
	
	
		
 
# names(dd) <- c('system', 'network', 'tuple', 'run', 'time', "bytes")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# # dd %>% filter(network == "unlimited") %>% select(system,tuple,time) %>%  group_by(system,tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df

			




	
	
	
		
 
# # limits <- aes(ymax = mean + se, ymin=mean - se)

			




	
	
	
		
 

			




	
	
	
		
 
# # p <- ggplot(df, aes(color=system, y=mean, x=tuple)) + scale_x_log10() + scale_y_log10() + geom_point() + geom_errorbar(limits, width=0.25)

			




	
	
	
		
 
# # print(p)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# dd %>% select(system,network,tuple,time) %>%  group_by(system,network, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df

			




	
	
	
		
 
# limits <- aes(ymax = mean + se, ymin=mean - se)

			




	
	
	
		
 

			




	
	
	
		
 
# p <- ggplot(df, aes(color=system, y=mean, x=tuple)) + scale_x_log10() + scale_y_log10() + geom_point() + geom_errorbar(limits, width=0.25) + geom_line() + facet_grid( . ~ network)

			




	
	
	
		
 
# print(p)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# dd %>% filter(network=="unlimited") %>% select(system,tuple,bytes) %>%  group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df2

			




	
	
	
		
 

			




	
	
	
		
 
# p <- ggplot(df2, aes(color=system, y=mean, x=tuple)) + scale_x_log10() + scale_y_log10() + geom_point() + geom_errorbar(limits, width=0.25)

			




	
	
	
		
 
# print(p)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# read.table("~/Desktop/test.csv", header=F,  sep=",", stringsAsFactors=F) -> dd2

			




	
	
	
		
 
# names(dd2) <- c('system', 'db', 'protocol', 'network', 'throughput', 'latency', 'tuple', 'run', 'time', "bytes")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# dd2 %>% filter(network=="unlimited", tuple == 10000000) %>% select(db,protocol,time,bytes) %>%  group_by(db,protocol) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df3

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# ggplot(df3, aes(fill=db, y=time_mean, x=db)) + geom_bar(stat="identity") + facet_grid( . ~ protocol)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# ggplot(df3, aes(fill=db, y=time_mean, x=protocol)) + geom_bar(stat="identity") + facet_grid( . ~ db)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# ggplot(df3, aes(fill=db, y=bytes_mean, x=protocol)) + geom_bar(stat="identity") + facet_grid( . ~ db)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
library(dplyr)

			




	
	
	
		
 
library(ggplot2)

			




	
	
	
		
 
library(ggthemes)

			




	
	
	
		
 

			




	
	
	
		
 
theme <- theme_few(base_size = 24) + 

			




	
	
	
		
 
theme(axis.title.y=element_text(vjust=0.9), 

			




	
	
	
		
 
  axis.title.x=element_text(vjust=-0.1),

			




	
	
	
		
 
  axis.ticks.x=element_blank())

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
read.table("~/Desktop/10.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3

			




	
	
	
		
 

			




	
	
	
		
 
str(dd3)

			




	
	
	
		
 

			




	
	
	
		
 
dd3 %>% filter(tuple > 1, network=="unlimited", protocol == "native", timeout != 1)  %>%  group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df4

			




	
	
	
		
 

			




	
	
	
		
 
tuplelabels <- c("100"="10^2","1000"="10^3","10000"="10^4", "100000"="10^5", "1000000"="10^6", "10000000"="10^7")

			




	
	
	
		
 
tuplebreaks <- as.numeric(names(tuplelabels))

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# time per db as tuples increase

			




	
	
	
		
 
pdf("protocols-time.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df4, aes(color=system, y=time_mean, x=tuple, label=round(time_mean, 2))) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10(breaks=tuplebreaks, labels=tuplelabels) + scale_y_log10() + geom_errorbar(aes(ymax = time_mean + time_se, ymin=time_mean - time_se), width=0.1, size=1) + theme + ggtitle("Wall clock time") + xlab("Tuples (#, log)") + ylab("Wall clock time (s, log)") 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-bytes1.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 
# bytes per db

			




	
	
	
		
 
ggplot(df4, aes(color=system, y=bytes_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10(breaks=tuplebreaks, labels=tuplelabels) + scale_y_log10() + theme + ggtitle("Bytes Transferred") + xlab("Tuples (#, log)") + ylab ("Bytes (#, log)")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-bytes2.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df4%>% filter(tuple> 1000), aes(fill=system, y=bytes_mean, x=tuple)) + geom_bar(stat="identity", position="dodge") +  scale_x_log10(breaks=tuplebreaks, labels=tuplelabels) + theme + xlab("Tuples (#, log)") + ylab ("Bytes (#)") + ggtitle("Bytes transferred")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-packets.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# packets

			




	
	
	
		
 
ggplot(df4, aes(color=system, y=packets_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) +  scale_x_log10(breaks=tuplebreaks, labels=tuplelabels) + scale_y_log10() + theme +  xlab("Tuples (#, log)") + ylab("Packets sent (#, log)") + ggtitle("Packets sent")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-memory.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# client memory

			




	
	
	
		
 
ggplot(df4, aes(color=system, y=memory_max_kb_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10(breaks=tuplebreaks, labels=tuplelabels)  + scale_y_log10() + ylab("Max memory (KB, log)") + theme + xlab("Tuples (#, log)") + ggtitle ("Memory Footprint")

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
#pdf("protocols-bytes1.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dd3 %>% filter(system != "mariadb-compress", network=="unlimited", db != "mongodb" & db != "hbase" & db != "netcat", timeout != 1)  %>%  group_by(db, protocol, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df5

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
# protocols

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-wrapper-time.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df5, aes(color=protocol, y=time_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10()  + scale_y_log10() + ylab("Wall clock time (s, log)")  + theme + xlab("Tuples (#, log)") + ggtitle ("Wrapper overhead") + facet_grid( ~ db) + theme( axis.text.x=element_blank())

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-wrapper-bytes.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df5, aes(color=protocol, y=bytes_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10()  + scale_y_log10() + ylab ("Bytes (#, log)")  + theme + xlab("Tuples (#, log)") + ggtitle ("Wrapper overhead") + facet_grid( ~ db) + theme( axis.text.x=element_blank())

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-wrapper-memory.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df5, aes(color=protocol, y=memory_max_kb_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10()  + scale_y_log10() + ylab("Max memory (KB, log)") + theme + xlab("Tuples (#, log)") + ggtitle ("Wrapper overhead") + facet_grid( ~ db) + theme( axis.text.x=element_blank())

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 
# networks

			




	
	
	
		
 

			




	
	
	
		
 
dd3 %>% filter(protocol=="native", db != "netcat", timeout != 1) %>% filter(network %in% c("unlimited", "gigabitethld", "10mbitethhd")) %>%  group_by(system, network, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df6

			




	
	
	
		
 

			




	
	
	
		
 
pdf("protocols-network.pdf", width=10, height=5)

			




	
	
	
		
 

			




	
	
	
		
 
ggplot(df6, aes(color=network, y=time_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10()  + scale_y_log10() + ylab("Wall clock time (s, log)") + theme + xlab("Tuples (#, log)") + ggtitle ("Network speed impact") + facet_grid( ~ system) + theme( axis.text.x=element_blank())

			




	
	
	
		
 

			




	
	
	
		
 
dev.off()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




        

    


    
    

    

        

                

                    vldb-protocols.labnotes
                

                

                  
                      
                        

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new file 100644

			




	
	
	
		
 
vldb-protocols

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
ubuntu 16.04.1 LTS http://releases.ubuntu.com/16.04.1/ubuntu-16.04.1-server-amd64.iso

			




	
	
	
		
 
virtualbox

			




	
	
	
		
 
kernel 4.4.0-31 64 bit

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
user/user has sudo

			




	
	
	
		
 
ssh on localhost:4242

			




	
	
	
		
 

			




	
	
	
		
 
http://manpages.ubuntu.com/manpages/xenial/man8/tc-netem.8.html

			




	
	
	
		
 
iproute package

			




	
	
	
		
 
https://calomel.org/network_loss_emulation.html

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
1. Hemminger   S.  ,  "Network  Emulation  with  NetEm",  Open  Source

			




	
	
	
		
 
   Development    Lab,    April    2005    (http://devresources.linux-

			




	
	
	
		
 
   foundation.org/shemminger/netem/LCA2005_paper.pdf)

			




	
	
	
		
 

			




	
	
	
		
 
3. Salsano S., Ludovici F., Ordine A., "Definition of  a  general  and

			




	
	
	
		
 
   intuitive  loss model for packet networks and its implementation in

			




	
	
	
		
 
   the   Netem   module   in   the   Linux   kernel",   available   at

			




	
	
	
		
 
   http://netgroup.uniroma2.it/NetemCLG

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
monetdb from debian packages https://www.monetdb.org/downloads/deb/

			




	
	
	
		
 
Jun2016-SP1

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mariadb 10.0

			




	
	
	
		
 
postgresql 9.5

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
sudo tc qdisc add dev lo root netem delay 0.3ms rate 100mbit

			




	
	
	
		
 
sudo tc qdisc del dev lo root netem

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
ifconfig gives rx/tx bytes

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
postgres client options

			




	
	
	
		
 
sslcompression=1, sslmode=require, keepalives=0

			




	
	
	
		
 

			




	
	
	
		
 
https://www.postgresql.org/docs/9.2/static/libpq-connect.html

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
psql --set=sslcompression=1 ...

			




	
	
	
		
 

			




	
	
	
		
 
this also covers redshift/greenplum/hyper/vertica!!

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mariadb client options

			




	
	
	
		
 

			




	
	
	
		
 
https://mariadb.com/kb/en/mariadb/mysql_real_connect/

			




	
	
	
		
 

			




	
	
	
		
 
CLIENT_COMPRESS: Use compression protocol

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
https://mariadb.com/kb/en/mariadb/mysql_optionsv/

			




	
	
	
		
 

			




	
	
	
		
 
MYSQL_OPT_COMPRESS: Use the compressed protocol for client server communication. If the server doesn't support compressed protocol, the default protocol will be used.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
MYSQL_OPT_PROTOCOL: Specify the type of client/server protocol. Possible values are: MYSQL_PROTOCOL_TCP, MYSQL_PROTOCOL_SOCKET, MYSQL_PROTOCOL_PIPE and MYSQL_PROTOCOL_MEMORY.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mysql --compress --protocol=tcp, socket, pipe, memory

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
oracle

			




	
	
	
		
 

			




	
	
	
		
 
https://docs.oracle.com/cd/E11882_01/network.112/e41945/performance.htm#NETAG014

			




	
	
	
		
 
 Session Data Unit = buffer

			




	
	
	
		
 
 512 bytes to 65535 bytes

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
Setting the SEND_BUF_SIZE and RECV_BUF_SIZE to at least the bandwidth-delay product insures that when large amounts of data are being sent that the network bandwidth will be optimally utilized.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
https://www.gartner.com/doc/reprints?id=1-2PMFPEN&ct=151013&st=sb

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
systems

			




	
	
	
		
 

			




	
	
	
		
 
monetdb check

			




	
	
	
		
 

			




	
	
	
		
 
mariadb check

			




	
	
	
		
 
postgresql check

			




	
	
	
		
 

			




	
	
	
		
 
db2 DBMS T1 check

			




	
	
	
		
 
oracle DBMS T2 check

			




	
	
	
		
 

			




	
	
	
		
 
vertica DBMS A2 uses postgres protocol check

			




	
	
	
		
 

			




	
	
	
		
 
mongodb 

			




	
	
	
		
 

			




	
	
	
		
 
hbase/bigtable

			




	
	
	
		
 
http://hbase.apache.org/0.94/book/quickstart.html

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
clients

			




	
	
	
		
 

			




	
	
	
		
 
jdbc

			




	
	
	
		
 
odbc

			




	
	
	
		
 
native

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
data

			




	
	
	
		
 

			




	
	
	
		
 
result sets rows

			




	
	
	
		
 
100

			




	
	
	
		
 
1000

			




	
	
	
		
 
10000

			




	
	
	
		
 
100000

			




	
	
	
		
 
1000000

			




	
	
	
		
 
10000000

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
result set cols

			




	
	
	
		
 
1

			




	
	
	
		
 
10

			




	
	
	
		
 
100

			




	
	
	
		
 
1000

			




	
	
	
		
 
10000

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
data

			




	
	
	
		
 

			




	
	
	
		
 
/tpch_2_17_0/dbgen$ ./dbgen -s 2 -T L

			




	
	
	
		
 
sed -i 's/.$//' lineitem.tbl 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
postgres setup

			




	
	
	
		
 

			




	
	
	
		
 
sudo -u postgres createuser -s $(whoami); createdb $(whoami)

			




	
	
	
		
 
set method=trust in /etc/postgresql/9.5/main/pg_hba.conf

			




	
	
	
		
 
psql --host 127.0.0.1 -w -t -A -c "SELECT 42" 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
CREATE TABLE lineitem ( L_ORDERKEY    INTEGER NOT NULL,

			




	
	
	
		
 
                             L_PARTKEY     INTEGER NOT NULL,

			




	
	
	
		
 
                             L_SUPPKEY     INTEGER NOT NULL,

			




	
	
	
		
 
                             L_LINENUMBER  INTEGER NOT NULL,

			




	
	
	
		
 
                             L_QUANTITY    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_TAX         DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_RETURNFLAG  CHAR(1) NOT NULL,

			




	
	
	
		
 
                             L_LINESTATUS  CHAR(1) NOT NULL,

			




	
	
	
		
 
                             L_SHIPDATE    DATE NOT NULL,

			




	
	
	
		
 
                             L_COMMITDATE  DATE NOT NULL,

			




	
	
	
		
 
                             L_RECEIPTDATE DATE NOT NULL,

			




	
	
	
		
 
                             L_SHIPINSTRUCT CHAR(25) NOT NULL,

			




	
	
	
		
 
                             L_SHIPMODE     CHAR(10) NOT NULL,

			




	
	
	
		
 
                             L_COMMENT      VARCHAR(44) NOT NULL);

			




	
	
	
		
 

			




	
	
	
		
 
COPY lineitem FROM '/home/user/lineitem.tbl' WITH DELIMITER AS '|';

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mariadb setup

			




	
	
	
		
 
sudo -s; mysql

			




	
	
	
		
 
create user 'user'@'%';

			




	
	
	
		
 
create database 'user';

			




	
	
	
		
 
GRANT ALL PRIVILEGES ON user.* TO 'user'@'%' WITH GRANT OPTION;

			




	
	
	
		
 
mysql --host=127.0.0.1 user --skip-column-names --batch -e "select 42" 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
CREATE TABLE lineitem ( L_ORDERKEY    INTEGER NOT NULL,

			




	
	
	
		
 
 L_PARTKEY     INTEGER NOT NULL,

			




	
	
	
		
 
 L_SUPPKEY     INTEGER NOT NULL,

			




	
	
	
		
 
 L_LINENUMBER  INTEGER NOT NULL,

			




	
	
	
		
 
 L_QUANTITY    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
 L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
 L_DISCOUNT    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
 L_TAX         DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
 L_RETURNFLAG  CHAR(1) NOT NULL,

			




	
	
	
		
 
 L_LINESTATUS  CHAR(1) NOT NULL,

			




	
	
	
		
 
 L_SHIPDATE    DATE NOT NULL,

			




	
	
	
		
 
 L_COMMITDATE  DATE NOT NULL,

			




	
	
	
		
 
 L_RECEIPTDATE DATE NOT NULL,

			




	
	
	
		
 
 L_SHIPINSTRUCT CHAR(25) NOT NULL,

			




	
	
	
		
 
 L_SHIPMODE     CHAR(10) NOT NULL,

			




	
	
	
		
 
 L_COMMENT      VARCHAR(44) NOT NULL);

			




	
	
	
		
 

			




	
	
	
		
 
LOAD DATA LOCAL INFILE '/home/user/lineitem.tbl' INTO TABLE lineitem FIELDS TERMINATED BY '|';

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
6001215

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time psql --host 127.0.0.1 -w -t -A -c "SELECT * from lineitem limit 1000000" > /dev/null 

			




	
	
	
		
 
time mysql --host=127.0.0.1 user --skip-column-names --batch -e "select * from lineitem limit 1000000" > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
wire speed test

			




	
	
	
		
 
first 

			




	
	
	
		
 
nc -l 127.0.0.1 2121 > /dev/null

			




	
	
	
		
 
then 

			




	
	
	
		
 
time cat lineitem-1m.tbl | nc 127.0.0.1 2121

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
monetdb setup

			




	
	
	
		
 

			




	
	
	
		
 
CREATE TABLE lineitem (

			




	
	
	
		
 
l_orderkey INT NOT NULL,

			




	
	
	
		
 
l_partkey INT NOT NULL,

			




	
	
	
		
 
l_suppkey INT NOT NULL,

			




	
	
	
		
 
l_linenumber INT NOT NULL,

			




	
	
	
		
 
l_quantity INTEGER NOT NULL,

			




	
	
	
		
 
l_extendedprice DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
l_discount DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
l_tax DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
l_returnflag VARCHAR(1) NOT NULL,

			




	
	
	
		
 
l_linestatus VARCHAR(1) NOT NULL,

			




	
	
	
		
 
l_shipdate DATE NOT NULL,

			




	
	
	
		
 
l_commitdate DATE NOT NULL,

			




	
	
	
		
 
l_receiptdate DATE NOT NULL,

			




	
	
	
		
 
l_shipinstruct VARCHAR(25) NOT NULL,

			




	
	
	
		
 
l_shipmode VARCHAR(10) NOT NULL,

			




	
	
	
		
 
l_comment VARCHAR(44) NOT NULL

			




	
	
	
		
 
);

			




	
	
	
		
 

			




	
	
	
		
 
COPY INTO lineitem FROM '/home/user/lineitem.tbl' USING DELIMITERS '|', '\n' LOCKED;

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time mclient -h 127.0.0.1 -fcsv -s "select * from lineitem limit 1000000" > /dev/null 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
postgres on the wire

			




	
	
	
		
 

			




	
	
	
		
 
https://www.pgcon.org/2014/schedule/attachments/330_postgres-for-the-wire.pdf

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
main finding: every row is sent in a separate protocol message with 56 bits global and 32 bits per field overhead

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mysql result set structure

			




	
	
	
		
 
32MB packets

			




	
	
	
		
 

			




	
	
	
		
 
https://dev.mysql.com/doc/internals/en/binary-protocol-resultset.html

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
mongodb

			




	
	
	
		
 

			




	
	
	
		
 
https://docs.mongodb.com/manual/reference/mongodb-wire-protocol/

			




	
	
	
		
 

			




	
	
	
		
 
https://fastdl.mongodb.org/linux/mongodb-linux-x86_64-rhel62-3.2.8.tgz

			




	
	
	
		
 
./mongod --dbpath /local/hannes/mongodb-dbpath

			




	
	
	
		
 

			




	
	
	
		
 
tr "|" "," < ~/tpch_2_17_0/dbgen/lineitem.tbl > lineitem.csv

			




	
	
	
		
 

			




	
	
	
		
 
./mongoimport -d lineitem -c things --type=csv --file ~/tpch_2_17_0/dbgen/lineitem.tbl --fields "l_orderkey,l_partkey,l_suppkey,l_linenumber,l_quantity,l_extendedprice,l_discount,l_tax,l_returnflag,l_linestatus,l_shipdate,l_commitdate,l_receiptdate,l_shipinstruct,l_shipmode,l_comment"

			




	
	
	
		
 

			




	
	
	
		
 
time mongoexport -d lineitem  -c things --type=csv --fields "l_orderkey,l_partkey,l_suppkey,l_linenumber,l_quantity,l_extendedprice,l_discount,l_tax,l_returnflag,l_linestatus,l_shipdate,l_commitdate,l_receiptdate,l_shipinstruct,l_shipmode,l_comment" --limit 10 > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 
-- broke querying

			




	
	
	
		
 

			




	
	
	
		
 
time ./mongoexport  -c lineitem --type=csv --fields "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,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,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,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,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,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,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,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,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,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,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,kHE4QMAUQpjwLjyhknyIlXMqDzGuDQUmksyaijrIK1YQbDFrmiOjnesY6y3LoALK7uIQlQao0joqicWj9vvO0wyawheo05nQIge8wUzqXOPgmq8CtsDXGbeqV4C1W04V663vCtOYqZKeyw65D34Rb5Fj8qcrGMxDobyZ3ART4ZsXKVDseTBtPwa3EZNLAhECeA1hnw4jL7YRUmUOgoKiSI3OK4VTOsOQ3uthyRI0XPXNWqnfVRP5uvxatMXGQVICrVFRolWaRfUG6IONAfRvcsZbLB6xZqIsvgKnk4OYHFYqGPFlPjVhF56a7IANggxxj9Dsf6QewUueEMZzbl75fcbjioCUqY6ec6NtsR2H9f2GUR0CaMM3bc5B5ju3NCCli7lXnST9XZNJRCJry3DfolgUR5By9FaGjes4qAJEjgppeeSBhQBzBg4jWGuwcICHZryZrfVBr5nToefxL7QHR8IeNWMf00S3ETIF5ip7CpxplO830DZVZIXTmcaQBRzPAUA9skytr4crSgvta3zJnpXApXToHQsfaTwVj9xIlxrMwRGjFw6kgyjGlLNogYZShMSy3ifeIJz5KfKM1H5HyyJFMPPbBtLchYIMQYcnt7RlgxtiiwioTXurF7Cn8vs5LHTIRYymHHyUvMvcphVjCMAknUOCnIqn9zoWV1sJRUIYA3GC3OjXa8ZApIrQm2fKI9Eg7224hqKMLVwb1tBxWsBPrpjJ67qWtWz6uvUmCqfHq7fUZIbMuA8ELVMnCm4FLTWeyNtyFJFHaLB23Gv8CvkrbfKjqfJCijzR29NyIu3cW5PIOpyiiyjKwtGMDHblnnCVLLxfcnGfZ9e12C5QX7PvRTUBV38P8pJIvuE8PH6B8msGCo3iqeqFl5T8MlK9HEKT6ukcHSuls3lJ22nfvvXYIy78F44289bmPgVKPUpCoXcx1uCEEQrvNUsQAXDDgTowrfGSky5EixyyQpPryA773g0PU6hNZaPhYFAi,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,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,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,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" 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http://cyan4973.github.io/lz4/

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
jdbc

			




	
	
	
		
 

			




	
	
	
		
 
https://github.com/julianhyde/sqlline

			




	
	
	
		
 

			




	
	
	
		
 
echo "select * from tables;" | java -Djava.ext.dirs=/home/user/java/ -jar ~/java/sqlline.jar -u jdbc:monetdb://127.0.0.1/database -n monetdb -p monetdb -d nl.cwi.monetdb.jdbc.MonetDriver --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time echo "select * from lineitem limit 10000;" | java -Djava.ext.dirs=/home/user/java/ -jar ~/java/sqlline.jar -u jdbc:mysql://127.0.0.1/user -n user -d org.mariadb.jdbc.Driver --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time echo "select * from lineitem limit 10000" | java -Djava.ext.dirs=/home/user/java/ -jar ~/java/sqlline.jar -u jdbc:postgresql://127.0.0.1/user -n user -d org.postgresql.Driver --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time echo "select * from lineitem where rownum < 10" | java -Djava.ext.dirs=/home/user/java/ -jar ~/java/sqlline.jar -u jdbc:oracle:thin:@localhost:49161:XE -d oracle.jdbc.driver.OracleDriver -n system -p oracle --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
driver needs to be in same dir!

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
1  VBoxManage import vldb-protocols.ova 

			




	
	
	
		
 
2  VBoxManage vldb-protocols --cpus 8

			




	
	
	
		
 
3  VBoxManage modifyvm vldb-protocols --cpus 8

			




	
	
	
		
 
4  VBoxManage modifyvm vldb-protocols --memory 16000

			




	
	
	
		
 
6  VBoxManage modifyvm vldb-protocols --usbehci off

			




	
	
	
		
 
9  VBoxManage modifyvm "VM name" --natpf1 "guestssh,tcp,,2222,,22"

			




	
	
	
		
 
10  VBoxManage modifyvm vldb-protocols --natpf1 "guestssh,tcp,,4242,,22"

			




	
	
	
		
 
7  VBoxManage startvm --type headless vldb-protocols 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
sudo apt-get install openjdk-8-jdk maven

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
db2 setup

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
http://www.ibm.com/developerworks/downloads/im/db2express/

			




	
	
	
		
 

			




	
	
	
		
 
https://iwm.dhe.ibm.com/sdfdl/v2/regs2/db2pmopn/Express-C/DB2ExpressC11/Xa.2/Xb.aA_60_-i7wleYF1ULqO-8Z48YE9vKBsS4unp6c6pyao/Xc.Express-C/DB2ExpressC11/v11.1_linuxx64_expc.tar.gz/Xd./Xf.LPr.D1vk/Xg.8718392/Xi.swg-db2expressc/XY.regsrvs/XZ.OyjMsdFFqy6n0Yf8bs67RX-tJ30/v11.1_linuxx64_expc.tar.gz

			




	
	
	
		
 

			




	
	
	
		
 
11.1??

			




	
	
	
		
 

			




	
	
	
		
 
DBI1272I  To start using the database manager instance

			




	
	
	
		
 
      user, you must set up the instance environment by

			




	
	
	
		
 
      sourcing db2profile or db2cshrc in the sqllib directory, or you

			




	
	
	
		
 
      can open a new login window of the instance user.

			




	
	
	
		
 

			




	
	
	
		
 
db2start 

			




	
	
	
		
 
db2stop force

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
source ~/sqllib/db2profile

			




	
	
	
		
 

			




	
	
	
		
 
db2

			




	
	
	
		
 

			




	
	
	
		
 
create database db

			




	
	
	
		
 
connect to db

			




	
	
	
		
 

			




	
	
	
		
 
db2 UPDATE db cfg for db using LOGFILSIZ 10000

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
CREATE TABLE lineitem ( L_ORDERKEY INT, L_PARTKEY  INT, L_SUPPKEY INT, L_LINENUMBER  INT, L_QUANTITY    DECIMAL(15,2), L_EXTENDEDPRICE  DECIMAL(15,2), L_DISCOUNT DECIMAL(15,2), L_TAX DECIMAL(15,2), L_RETURNFLAG  CHAR(1), L_LINESTATUS  CHAR(1) , L_SHIPDATE    DATE, L_COMMITDATE  DATE , L_RECEIPTDATE DATE , L_SHIPINSTRUCT CHAR(25), L_SHIPMODE     CHAR(10), L_COMMENT      VARCHAR(44))

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
import from 'lineitem.tbl' of del modified by coldel| insert into lineitem

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
db2 update dbm cfg using svcename 50000

			




	
	
	
		
 
db2set DB2COMM=TCPIP

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
catalog tcpip node server1 remote 127.0.0.1 server 50000

			




	
	
	
		
 
catalog database db as remotedb at node server1

			




	
	
	
		
 
connect to remotedb user user using user

			




	
	
	
		
 

			




	
	
	
		
 
sudo ./db2rfe -f db2rfe.cfg , set OS_AUTHENTICATION = YES in that file

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
time echo "select * from lineitem limit 100" | java -Djava.ext.dirs=/home/user/java/ -jar ~/java/sqlline.jar -u jdbc:db2://localhost:50000/db -d com.ibm.db2.jcc.DB2Driver --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false -n user -p user > /dev/null

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
http://blog.whitehorses.nl/2014/03/18/installing-java-oracle-11g-r2-express-edition-and-sql-developer-on-ubuntu-64-bit/

			




	
	
	
		
 

			




	
	
	
		
 
pw: oracle

			




	
	
	
		
 
max 1G memory

			




	
	
	
		
 

			




	
	
	
		
 
https://github.com/wnameless/docker-oracle-xe-11g

			




	
	
	
		
 

			




	
	
	
		
 
docker run -d -p 49160:22 -p 49161:1521 -v /home/user:/opt/user wnameless/oracle-xe-11g

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
/usr/bin/time to the rescue

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
F      Number of major, or I/O-requiring, page faults that occurred while the process was running.  These are faults where the page has

			




	
	
	
		
 
       actually migrated out of primary memory.

			




	
	
	
		
 
K      Average total (data+stack+text) memory use of the process, in Kilobytes.

			




	
	
	
		
 
M      Maximum resident set size of the process during its lifetime, in Kilobytes.

			




	
	
	
		
 
t      Average resident set size of the process, in Kilobytes.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
S      Total number of CPU-seconds used by the system on behalf of the process (in kernel mode), in seconds.

			




	
	
	
		
 
U      Total number of CPU-seconds that the process used directly (in user mode), in seconds.

			




	
	
	
		
 
e      Elapsed real (wall clock) time used by the process, in seconds.

			




	
	
	
		
 

			




	
	
	
		
 
r      Number of socket messages received by the process.

			




	
	
	
		
 
s      Number of socket messages sent by the process.

			




	
	
	
		
 

			




	
	
	
		
 
x      Exit status of the command.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
sqlplus system/oracle@//localhost:49161

			




	
	
	
		
 

			




	
	
	
		
 
https://husnusensoy.wordpress.com/2010/10/22/create-your-own-oracle-tpc-h-playground-on-linux/

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
/u01/app/oracle/oradata/XE/system.dbf

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
alter database datafile '/u01/app/oracle/oradata/XE/system.dbf' autoextend on next 128m maxsize 8192m;

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
create or replace directory xtern_data_dir as '/opt/user';

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
CREATE TABLE lineitem ( L_ORDERKEY    INTEGER NOT NULL,

			




	
	
	
		
 
                             L_PARTKEY     INTEGER NOT NULL,

			




	
	
	
		
 
                             L_SUPPKEY     INTEGER NOT NULL,

			




	
	
	
		
 
                             L_LINENUMBER  INTEGER NOT NULL,

			




	
	
	
		
 
                             L_QUANTITY    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_TAX         DECIMAL(15,2) NOT NULL,

			




	
	
	
		
 
                             L_RETURNFLAG  CHAR(1) NOT NULL,

			




	
	
	
		
 
                             L_LINESTATUS  CHAR(1) NOT NULL,

			




	
	
	
		
 
                             L_SHIPDATE    DATE NOT NULL,

			




	
	
	
		
 
                             L_COMMITDATE  DATE NOT NULL,

			




	
	
	
		
 
                             L_RECEIPTDATE DATE NOT NULL,

			




	
	
	
		
 
                             L_SHIPINSTRUCT CHAR(25) NOT NULL,

			




	
	
	
		
 
                             L_SHIPMODE     CHAR(10) NOT NULL,

			




	
	
	
		
 
                             L_COMMENT      VARCHAR(44) NOT NULL);

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
 

			




	
	
	
		
 
CREATE TABLE lineitem_ext (L_ORDERKEY  NUMBER(10),

			




	
	
	
		
 
                           L_PARTKEY NUMBER(10),

			




	
	
	
		
 
                           L_SUPPKEY NUMBER(10),

			




	
	
	
		
 
                           L_LINENUMBER  NUMBER(38),

			




	
	
	
		
 
                           L_QUANTITY NUMBER,

			




	
	
	
		
 
                           L_EXTENDEDPRICE   NUMBER,

			




	
	
	
		
 
                           L_DISCOUNT NUMBER,

			




	
	
	
		
 
                           L_TAX  NUMBER,

			




	
	
	
		
 
                           L_RETURNFLAG  CHAR(1),

			




	
	
	
		
 
                           L_LINESTATUS CHAR(1),

			




	
	
	
		
 
                           L_SHIPDATE  VARCHAR2(10),

			




	
	
	
		
 
                           L_COMMITDATE VARCHAR2(10),

			




	
	
	
		
 
                           L_RECEIPTDATE  VARCHAR2(10),

			




	
	
	
		
 
                           L_SHIPINSTRUCT  VARCHAR2(25),

			




	
	
	
		
 
                           L_SHIPMODE VARCHAR2(10),

			




	
	
	
		
 
                           L_COMMENT VARCHAR2(44))

			




	
	
	
		
 
ORGANIZATION EXTERNAL (

			




	
	
	
		
 
TYPE oracle_loader

			




	
	
	
		
 
DEFAULT DIRECTORY xtern_data_dir

			




	
	
	
		
 
ACCESS PARAMETERS (

			




	
	
	
		
 
       RECORDS DELIMITED BY NEWLINE

			




	
	
	
		
 
       FIELDS TERMINATED BY '|'

			




	
	
	
		
 
       MISSING FIELD VALUES ARE NULL)

			




	
	
	
		
 
LOCATION ('lineitem.tbl'))

			




	
	
	
		
 
PARALLEL 2

			




	
	
	
		
 
REJECT LIMIT 0

			




	
	
	
		
 
NOMONITORING;

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
insert /*+append*/into lineitem

			




	
	
	
		
 
select L_ORDERKEY,

			




	
	
	
		
 
       L_PARTKEY,

			




	
	
	
		
 
       L_SUPPKEY,

			




	
	
	
		
 
       L_LINENUMBER,

			




	
	
	
		
 
       L_QUANTITY,

			




	
	
	
		
 
       L_EXTENDEDPRICE,

			




	
	
	
		
 
       L_DISCOUNT,

			




	
	
	
		
 
       L_TAX,

			




	
	
	
		
 
       L_RETURNFLAG,

			




	
	
	
		
 
       L_LINESTATUS,

			




	
	
	
		
 
       to_date(L_SHIPDATE, 'YYYY-MM-DD'),

			




	
	
	
		
 
       to_date(L_COMMITDATE, 'YYYY-MM-DD'),

			




	
	
	
		
 
       to_date(L_RECEIPTDATE, 'YYYY-MM-DD'),

			




	
	
	
		
 
       L_SHIPINSTRUCT,

			




	
	
	
		
 
       L_SHIPMODE,

			




	
	
	
		
 
       L_COMMENT

			




	
	
	
		
 
from lineitem_ext;

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
sqlplus system/oracle@//localhost:49161 @query2.sql

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
hbase shell

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
create 'lineitem','l_orderkey','l_partkey','l_suppkey','l_linenumber','l_quantity','l_extendedprice','l_discount','l_tax','l_returnflag','l_linestatus','l_shipdate','l_commitdate','l_receiptdate','l_shipinstruct','l_shipmode','l_comment'

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
hbase org.apache.hadoop.hbase.mapreduce.ImportTsv  '-Dimporttsv.separator=|' -Dimporttsv.columns=a,b,c lineitem /home/user/lineitem.tbl

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
hbase org.apache.hadoop.hbase.mapreduce.ImportTsv -D'importtsv.separator=|' -Dimporttsv.columns="HBASE_ROW_KEY,l_orderkey,l_partkey,l_suppkey,l_linenumber,l_quantity,l_extendedprice,l_discount,l_tax,l_returnflag,l_linestatus,l_shipdate,l_commitdate,l_receiptdate,l_shipinstruct,l_shipmode,l_comment" lineitem /home/user/lineitem.tbl

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
oracle sqlplus slow buffer probably not configured well, 

			




	
	
	
		
 

			




	
	
	
		
 
try

			




	
	
	
		
 

			




	
	
	
		
 
SET TERMOUT OFF

			




	
	
	
		
 
SET VERIFY OFF -- evitar que imprima las sustituciones de variables que realiza

			




	
	
	
		
 
set trimspool on

			




	
	
	
		
 
set linesize 200

			




	
	
	
		
 
set longchunksize 200000 long 200000 pages 0

			




	
	
	
		
 

			




	
	
	
		
 
SET SERVEROUTPUT ON SIZE 1000000 

			




	
	
	
		
 

			




	
	
	
		
 
?

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
http://www.oracle.com/technetwork/topics/memory.pdf

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
To set the SDU size for the database server, configure the DEFAULT_SDU_SIZE parameter in the sqlnet.ora file.

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
netcat baseline 

			




	
	
	
		
 

			




	
	
	
		
 
100 0.0 12086

			




	
	
	
		
 
1000 0.0  123693

			




	
	
	
		
 
10000 0.02  1235631

			




	
	
	
		
 
100000 0.04 12461791

			




	
	
	
		
 
1000000 0.32  125538357

			




	
	
	
		
 
10000000  2.48  1265309071

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
comments

			




	
	
	
		
 
- skip the protocol, dump to csv/parqet/.../feather?, copy files over socket, read again, parse, time everything (only for Monet?)

			




	
	
	
		
 
- measure baseline select * from lineitem limit 1; subtract

			




	
	
	
		
 
- develop cost models base on line, types etc

			




	
	
	
		
 
- motivation: machine learning that needs lots of rows as input (decision tree?, classifier?, cross-validation, visualization)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
compression/optimization settings

			




	
	
	
		
 

			




	
	
	
		
 
client flag --compress see scrp

			




	
	
	
		
 

			




	
	
	
		
 
mysql: mariadb.conf.d/50-server.cnf

			




	
	
	
		
 
max_allowed_packet      = 1G

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
postgres: postgresql.conf

			




	
	
	
		
 

			




	
	
	
		
 
pg_shared_buffers=10GB

			




	
	
	
		
 
pg_effective_cache_size=6GB

			




	
	
	
		
 
pg_work_mem=5GB

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
no visible client buffer flags

			




	
	
	
		
 

			




	
	
	
		
 
db2 OPTIMIZE FOR n ROWS will chunk stuff?

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
https://hemantoracledba.blogspot.nl/2008/06/tuning-very-large-selects-in-sqlplus.html

			




	
	
	
		
 
applied 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




        

    


    
    

    

        

                

                    vldb-protocols.py
                

                

                  
                      
                        

                      ➞

                      
                        
                  

                  
                      
                  
                      
                  
                      
                  
                      
                  
                  
                

                

                    Show inline comments
                    
                

        

        

            



	
	
		
 
new file 100644

			




	
	
	
		
 
import os

			




	
	
	
		
 
import time

			




	
	
	
		
 
import sys

			




	
	
	
		
 
import csv

			




	
	
	
		
 
import re

			




	
	
	
		
 
import json

			




	
	
	
		
 
import subprocess

			




	
	
	
		
 

			




	
	
	
		
 
systems = [

			




	
	
	
		
 
	{'name':'netcat-csv-lz4', 'db':'netcat', 'compress': 'lz4'},

			




	
	
	
		
 
	{'name':'netcat-csv-lz4-heavy', 'db':'netcat', 'compress': 'lz4-heavy'},

			




	
	
	
		
 
	{'name':'netcat-csv-gzip', 'db':'netcat', 'compress': 'gzip'},

			




	
	
	
		
 
	{'name':'netcat-csv-xz', 'db':'netcat', 'compress': 'xz'},

			




	
	
	
		
 
	{'name':'netcat-csv', 'db':'netcat'},

			




	
	
	
		
 
	{'name':'mariadb-compress', 'db':'mariadb', 'compress': True},

			




	
	
	
		
 
	{'name':'db2-default', 'db':'db2'}, 

			




	
	
	
		
 
	{'name':'oracle-default', 'db':'oracle'}, 

			




	
	
	
		
 
	{'name':'postgres-default', 'db':'postgres'}, 

			




	
	
	
		
 
	{'name':'mariadb-default', 'db':'mariadb'}, 

			




	
	
	
		
 
	{'name':'monetdb-default', 'db':'monetdb'}, 

			




	
	
	
		
 
	{'name':'hbase-default', 'db':'hbase'}, 

			




	
	
	
		
 
	{'name':'mongodb-default', 'db':'mongodb'}]

			




	
	
	
		
 

			




	
	
	
		
 
networks = [

			




	
	
	
		
 
	{'name':'unlimited', 'throughput': -1, 'latency':-1}]#, 

			




	
	
	
		
 
	#{'name':'gigabitethld', 'throughput': 1000, 'latency':0.3},

			




	
	
	
		
 
	#{'name':'10mbitethhd', 'throughput': 10, 'latency':150}]

			




	
	
	
		
 

			




	
	
	
		
 
#tuples = [1,100,1000,10000,100000,1000000,10000000]

			




	
	
	
		
 
tuples = [1,100,1000,10000]#,100000,1000000]

			




	
	
	
		
 

			




	
	
	
		
 
nruns = 5

			




	
	
	
		
 
timeout = "10m"

			




	
	
	
		
 

			




	
	
	
		
 
netcat_port = 4444

			




	
	
	
		
 

			




	
	
	
		
 
fnull = open(os.devnull, 'w')

			




	
	
	
		
 

			




	
	
	
		
 
def netcat_listener(compression):

			




	
	
	
		
 
	nclistener = subprocess.Popen(['nc', '-l', '-p', '%d' % netcat_port], stdout=subprocess.PIPE if compression != None else fnull, stderr=fnull)

			




	
	
	
		
 
	if compression == None:

			




	
	
	
		
 
		return nclistener

			




	
	
	
		
 
	else:

			




	
	
	
		
 
		if compression == 'lz4':

			




	
	
	
		
 
			uncompress_cmd = 'lz4 -dc'

			




	
	
	
		
 
		elif compression == 'lz4-heavy':

			




	
	
	
		
 
			uncompress_cmd = 'lz4 -dc -9'

			




	
	
	
		
 
		elif compression == 'gzip':

			




	
	
	
		
 
			uncompress_cmd = 'gunzip -f'

			




	
	
	
		
 
		elif compression == 'xz':

			




	
	
	
		
 
			uncompress_cmd = 'xz -d'

			




	
	
	
		
 
		return subprocess.Popen(uncompress_cmd.split(' '), stdin=nclistener.stdout, stdout = fnull)

			




	
	
	
		
 

			




	
	
	
		
 
def syscall(cmd):

			




	
	
	
		
 
	return os.system(cmd)

			




	
	
	
		
 

			




	
	
	
		
 
def rxbytes():

			




	
	
	
		
 
	return int(re.search("RX bytes:(\d+)", os.popen("ifconfig lo").read()).groups(0)[0])

			




	
	
	
		
 

			




	
	
	
		
 
def rxpackets():

			




	
	
	
		
 
	return int(re.search("RX packets:(\d+)", os.popen("ifconfig lo").read()).groups(0)[0])

			




	
	
	
		
 

			




	
	
	
		
 
def benchmark_command(cmd, system, protocol, network, tuple, r, dummy):

			




	
	
	
		
 
	timeoutcmd = 'timeout --foreground -s KILL ' +  timeout

			




	
	
	
		
 
	if system['db'] == 'netcat':

			




	
	
	
		
 
		listener = netcat_listener(system['compress'] if 'compress' in system else None)

			




	
	
	
		
 
		timeoutcmd = ''

			




	
	
	
		
 
	startbytes = rxbytes()

			




	
	
	
		
 
	startpackets = rxpackets()

			




	
	
	
		
 
	start = time.time() # 

			




	
	
	
		
 
	retcode = syscall('/usr/bin/time --format=\'{"io_page_faults": %F, "memory_max_kb": %M, "cpu_kernel_sec": %S, "cpu_user_sec": %U}\' --quiet --output=timing ' + timeoutcmd + ' ' + cmd)

			




	
	
	
		
 
	duration = time.time() - start

			




	
	
	
		
 
	transmittedbytes = rxbytes() - startbytes

			




	
	
	
		
 
	transmittedpackets = rxpackets() - startpackets

			




	
	
	
		
 
	if retcode != 0:

			




	
	
	
		
 
		duration = -1

			




	
	
	
		
 
	stats = {'system': system['name'], 'db': system['db'], 'protocol': protocol, 'network': network['name'], 'throughput': network['throughput'], 'latency': network['latency'], 'tuple': tuple, 'run': r, 'time': duration, "bytes" : transmittedbytes, 'packets': transmittedpackets, 'timeout' : int(retcode != 0)}

			




	
	
	
		
 
	stats.update(json.load(open('timing')))

			




	
	
	
		
 
	if not dummy:

			




	
	
	
		
 
		w.writerow(stats)

			




	
	
	
		
 
	sys.stdout.flush()

			




	
	
	
		
 
	os.remove('timing')

			




	
	
	
		
 

			




	
	
	
		
 
	if system['db'] == 'netcat':

			




	
	
	
		
 
		listener.kill()

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
oq = """set colsep '|'

			




	
	
	
		
 
set ARRAYSIZE 100

			




	
	
	
		
 
SET LINESIZE 132

			




	
	
	
		
 
SET PAGESIZE 6000

			




	
	
	
		
 
set echo off

			




	
	
	
		
 
set feedback off

			




	
	
	
		
 
set linesize 1000

			




	
	
	
		
 
set pagesize 0

			




	
	
	
		
 
set sqlprompt ''

			




	
	
	
		
 
set trimspool on

			




	
	
	
		
 
set headsep off

			




	
	
	
		
 
SELECT * FROM lineitem where rownum < &1;

			




	
	
	
		
 
quit

			




	
	
	
		
 
"""

			




	
	
	
		
 

			




	
	
	
		
 
oqfile = open("query-oracle.sql", "w")

			




	
	
	
		
 
oqfile.write(oq)

			




	
	
	
		
 
oqfile.close()

			




	
	
	
		
 

			




	
	
	
		
 
w = csv.DictWriter(sys.stdout, ['system', 'db', 'protocol', 'network', 'throughput', 'latency', 'tuple', 'run', 'timeout', 'time', 'bytes', 'packets', 'cpu_kernel_sec', 'cpu_user_sec',  'io_page_faults', 'memory_max_kb'])

			




	
	
	
		
 

			




	
	
	
		
 
w.writeheader()

			




	
	
	
		
 

			




	
	
	
		
 
for r in range(nruns):

			




	
	
	
		
 
	for system in systems:

			




	
	
	
		
 
		for network in networks:

			




	
	
	
		
 
			syscall("sudo tc qdisc del dev lo root netem 2>/dev/null")

			




	
	
	
		
 
			syscall("sudo tc qdisc add dev lo root netem %s %s" % ('delay %fms' % network['latency'] if network['latency'] > 0 else '', 'rate %dmbit' % network['throughput'] if network['throughput'] > 0 else ''))

			




	
	
	
		
 

			




	
	
	
		
 
			for tuple in tuples:

			




	
	
	
		
 
				query = "SELECT * FROM lineitem LIMIT %d" % tuple

			




	
	
	
		
 

			




	
	
	
		
 
				querycmd = ""

			




	
	
	
		
 
				jdbcflags = ''

			




	
	
	
		
 
				odbcdriver = ''

			




	
	
	
		
 
				odbccmd = None

			




	
	
	
		
 
				if system['db'] == 'postgres':

			




	
	
	
		
 
					querycmd = 'psql %s --host 127.0.0.1 -w -t -A -c "%s" > /dev/null' % ('--set=sslcompression=1 --set=sslmode=require --set=keepalives=0' if 'compress' in system else '', query)

			




	
	
	
		
 
					jdbcflags = '-u jdbc:postgresql://127.0.0.1/user -n user -d org.postgresql.Driver'

			




	
	
	
		
 
					odbccmd = 'isql PostgreSQL -d, < query > /dev/null'

			




	
	
	
		
 
				elif system['db'] == 'mariadb':

			




	
	
	
		
 
					querycmd = 'mysql %s --host=127.0.0.1 user --skip-column-names --batch -e "%s" > /dev/null'  % ('--compress' if 'compress' in system else '', query)

			




	
	
	
		
 
					jdbcflags = '-u jdbc:mysql://127.0.0.1/user -n user -d org.mariadb.jdbc.Driver'

			




	
	
	
		
 
					odbccmd = 'isql MySQL -d, < query > /dev/null'

			




	
	
	
		
 
				elif system['db'] == 'monetdb':

			




	
	
	
		
 
					querycmd = 'mclient -h 127.0.0.1 -p 50001 -fcsv -s "%s" > /dev/null' % query

			




	
	
	
		
 
					jdbcflags = '-u jdbc:monetdb://127.0.0.1:50001/database -n monetdb -p monetdb -d nl.cwi.monetdb.jdbc.MonetDriver'

			




	
	
	
		
 
					odbccmd = 'isql MonetDB -d, < query > /dev/null'

			




	
	
	
		
 
				elif system['db'] == 'db2':

			




	
	
	
		
 
					db2qfile = open("db2query", "w")

			




	
	
	
		
 
					db2qfile.write("connect to remotedb user user using user; \n" + query + ";\n")

			




	
	
	
		
 
					db2qfile.close()

			




	
	
	
		
 
					querycmd = 'db2 -tf db2query > /dev/null;'

			




	
	
	
		
 
					jdbcflags = '-u jdbc:db2://127.0.0.1:50000/db -d com.ibm.db2.jcc.DB2Driver -n user -p user'

			




	
	
	
		
 
					os.environ['DB2INSTANCE'] = 'user'

			




	
	
	
		
 
					odbccmd = 'isql DB2_SAMPLE -d, user user < query > /dev/null'

			




	
	
	
		
 
				elif system['db'] == 'oracle':

			




	
	
	
		
 
					os.environ['TNS_ADMIN'] = '/home/user/oracleconfig'

			




	
	
	
		
 
					querycmd = 'sqlplus system/oracle@//127.0.0.1:49161/XE @query-oracle.sql %d > /dev/null' % tuple

			




	
	
	
		
 
					jdbcflags = '-u jdbc:oracle:thin:@127.0.0.1:49161:XE -d oracle.jdbc.driver.OracleDriver -n system -p oracle'

			




	
	
	
		
 
					odbccmd = 'isql Oracle -d, < query > /dev/null'

			




	
	
	
		
 
					# for JDBC/ODBCV

			




	
	
	
		
 
					query = "SELECT * FROM lineitem where rownum < %d;" % tuple

			




	
	
	
		
 
				elif system['db'] == 'mongodb':

			




	
	
	
		
 
					querycmd = 'mongoexport -d lineitem  -c things --csv --fields "l_orderkey,l_partkey,l_suppkey,l_linenumber,l_quantity,l_extendedprice,l_discount,l_tax,l_returnflag,l_linestatus,l_shipdate,l_commitdate,l_receiptdate,l_shipinstruct,l_shipmode,l_comment" --limit %d > /dev/null 2> /dev/null' % tuple

			




	
	
	
		
 
					jdbcflags = None

			




	
	
	
		
 
					odbccmd = None

			




	
	
	
		
 
					odbcdriver = None

			




	
	
	
		
 
				elif system['db'] == 'hbase':

			




	
	
	
		
 
					os.environ['HBASE_HEAPSIZE'] = '10g'

			




	
	
	
		
 
					query = "scan 'lineitem',{LIMIT=>%d}" % tuple

			




	
	
	
		
 
					querycmd = 'hbase shell < query > /dev/null 2> /dev/null'

			




	
	
	
		
 
					jdbcflags = None

			




	
	
	
		
 
					odbccmd = None

			




	
	
	
		
 
					odbcdriver = None

			




	
	
	
		
 
				elif system['db'] == 'netcat':

			




	
	
	
		
 
					# open netcat for listening in a separate process

			




	
	
	
		
 
					filename = '/home/user/lineitem-%d.csv' % tuple

			




	
	
	
		
 
					compress_cmd = ''

			




	
	
	
		
 
					if 'compress' in system:

			




	
	
	
		
 
						if system['compress'] == 'lz4': 

			




	
	
	
		
 
							compress_cmd = 'lz4 -c - |'

			




	
	
	
		
 
						elif system['compress'] == 'lz4-heavy': 

			




	
	
	
		
 
							compress_cmd = 'lz4 -9 -c - |'

			




	
	
	
		
 
						elif system['compress'] == 'gzip': 

			




	
	
	
		
 
							compress_cmd = 'gzip |'

			




	
	
	
		
 
						elif system['compress'] == 'xz': 

			




	
	
	
		
 
							compress_cmd = 'xz -z |'

			




	
	
	
		
 
					querycmd = 'cat %s | %s nc 127.0.0.1 %d' % (filename, compress_cmd, netcat_port)

			




	
	
	
		
 
					jdbcflags = None

			




	
	
	
		
 
					odbccmd = None

			




	
	
	
		
 
					odbcdriver = None

			




	
	
	
		
 
				else:

			




	
	
	
		
 
					exit("unknown db %s" % system['db'])

			




	
	
	
		
 

			




	
	
	
		
 
				qfile = open("query", "w")

			




	
	
	
		
 
				qfile.write(query)

			




	
	
	
		
 
				qfile.write("\n")

			




	
	
	
		
 
				qfile.close()

			




	
	
	
		
 

			




	
	
	
		
 
				jdbccmd = 'java -Xmx10G -Djava.security.egd=file:/dev/./urandom -Djava.ext.dirs=/home/user/java/ -jar /home/user/java/sqlline.jar --fastConnect=true --outputformat=csv  --isolation=TRANSACTION_SERIALIZABLE --silent=true --showHeader=false %s < query > /dev/null' % jdbcflags

			




	
	
	
		
 

			




	
	
	
		
 
				# getting caches hot

			




	
	
	
		
 
				benchmark_command(querycmd, system, 'native', network, tuple, r, True)

			




	
	
	
		
 

			




	
	
	
		
 
				# native client

			




	
	
	
		
 
				benchmark_command(querycmd, system, 'native', network, tuple, r, False)

			




	
	
	
		
 
				if 'compress' not in system:

			




	
	
	
		
 
					# odbc

			




	
	
	
		
 
					if odbccmd is not None:

			




	
	
	
		
 
						benchmark_command(odbccmd, system, 'odbc', network, tuple, r, False)

			




	
	
	
		
 
					# jdbc

			




	
	
	
		
 
					if jdbcflags is not None:

			




	
	
	
		
 
						benchmark_command(jdbccmd, system, 'jdbc', network, tuple, r, False)

			




	
	
	
		
 
				sys.stdout.flush()

			




	
	
	
		
 
				os.remove('query')

			




	
	
	
		
 
				time.sleep(1)

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 

			




	
	
	
		
 
			syscall("sudo tc qdisc del dev lo root netem 2>/dev/null")

			




	
	
	
		
 
			time.sleep(0.1)

			




        

    



    


    



    



      

      





    
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