Introduction

This is a report for the insert benchmark with 2000M docs and 8 clients. It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file. All configurations are stored here.

The test server is a c3.8xlarge host with 20,000 EBS PIOPs, 60G RAM and 16 CPU cores (HT disabled). Clients and the DBMS share one server.

The tested DBMS are:


Contents


Summary

The numbers are inserts/s for l.i0 and l.i1, indexed docs (or rows) /s for l.x and queries/s for q*.2. The values are the average rate over the entire test for inserts (IPS) and queries (QPS). The range of values for IPS and QPS is split into 3 parts: bottom 25%, middle 50%, top 25%. Values in the bottom 25% have a red background, values in the top 25% have a green background and values in the middle have no color. A gray background is used for values that can be ignored because the DBMS did not sustain the target insert rate. Red backgrounds are not used when the minimum value is within 80% of the max value.

dbmsl.i0l.xl.i1q100.2q200.2q400.2q600.2q800.2q1000.2
pg120.c8b40 4677274171223698317223074428117274032718227631
pg123.c8b40 4675084116283642315093049327927272672725227255
pg123.c8b40part8 470367443580128824273425932457227919681791
my5731.c14b40 3786442200339959152215191532144013141082
my8018.c14b40 31471322405110270157315841536142813271081
my8020.c14b40 30501823907510521153115321534152914231177
my8021.c14b40 29841824364710621153215761516140813761157
my8021.c14b40part8 286451347179104575224221203190183181
rx56.c7b40 248509306013103359170961691716725166781644616231
rx56.c8b40 254810342600102041170551690516718164101620915941

This lists the average rate of inserts/s for the tests that do inserts concurrent with queries. For such tests the query rate is listed in the table above. The read+write tests are setup so that the insert rate should match the target rate every second. Cells that are not at least 95% of the target have a red background to indicate a failure to satisfy the target.

dbmsq100.2q200.2q400.2q600.2q800.2q1000.2
pg120.c8b4079015773122345036203409
pg123.c8b4078915793142359237343526
pg123.c8b40part879015793160473963197899
my5731.c14b4079015803160473963197899
my8018.c14b4079015803160473963197899
my8020.c14b4079015803160473963197899
my8021.c14b4079015803160473963197899
my8021.c14b40part879015793158473963167899
rx56.c7b4079015803160473963197899
rx56.c8b4079015803160473963197899
target80016003200480064008000

l.i0

l.i0: load without secondary indexes. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4098.7121.2690.0160.003nonzero0.332
pg123.c8b4098.7111.2720.0140.002nonzero0.574
pg123.c8b40part898.7731.2130.0110.003nonzero0.577
my5731.c14b4098.7610.9850.1940.0330.0280.458
my8018.c14b4096.6663.0710.2100.0460.0070.485
my8020.c14b4096.7443.0160.2010.0210.0180.403
my8021.c14b4096.6813.0810.2000.0200.0180.431
my8021.c14b40part896.4423.3360.1860.0220.0140.459
rx56.c7b4096.2823.6840.0060.0050.0230.508
rx56.c8b4096.9073.0590.0060.0110.0170.628

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
467727	0	343	2809	186985	0.001	0.006	0.400	35782	82.5	0.077	28	191.4	231.4	0.0	0.332	59761	45044	pg120.c8b40
467508	0	346	2828	187020	0.001	0.006	0.400	35529	82.4	0.076	28	191.4	231.4	0.0	0.574	60625	45746	pg123.c8b40
470367	0	0	2	185429	0.000	0.000	0.394	35138	81.9	0.075	28	191.4	231.4	0.0	0.577	61367	47944	pg123.c8b40part8
378644	0	0	7	139758	0.000	0.000	0.369	38215	74.9	0.101	32	131.6	165.1	43.4	0.458	49244	32462	my5731.c14b40
314713	0	1	12	121421	0.000	0.000	0.386	77373	76.6	0.246	39	131.1	164.7	43.6	0.485	41051	28788	my8018.c14b40
305018	0	0	6	116369	0.000	0.000	0.382	46046	76.7	0.151	40	131.1	164.7	43.6	0.403	39088	26888	my8020.c14b40
298418	0	0	6	113885	0.000	0.000	0.382	45364	76.4	0.152	41	131.1	164.7	43.6	0.431	38457	26484	my8021.c14b40
286451	0	0	2	109457	0.000	0.000	0.382	43917	75.8	0.153	42	131.7	165.2	43.6	0.459	37354	25970	my8021.c14b40part8
248509	0	38	313	118765	0.000	0.001	0.478	25904	70.5	0.104	45	97.4	98.8	16.7	0.508	31864	21574	rx56.c7b40
254810	0	82	620	97645	0.000	0.002	0.383	26219	72.3	0.103	45	47.7	49.0	13.6	0.628	32863	22175	rx56.c8b40

l.x

l.x: create secondary indexes.

Average throughput:

Image

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
417122	0	7146	114606	134299	0.017	0.275	0.322	12574	24.2	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg120.c8b40
411628	0	7060	113189	132439	0.017	0.275	0.322	12554	23.9	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg123.c8b40
443580	0	8406	130148	127718	0.019	0.293	0.288	14655	24.0	0.033	9	367.5	407.5	0.0	0.006	NA	NA	pg123.c8b40part8
220033	0	1744	138602	179429	0.008	0.630	0.815	12004	12.3	0.055	9	294.2	327.7	45.9	0.044	NA	NA	my5731.c14b40
224051	0	1773	140736	182414	0.008	0.628	0.814	23207	14.8	0.104	11	293.1	326.7	46.1	0.009	NA	NA	my8018.c14b40
239075	0	1889	149715	194860	0.008	0.626	0.815	22913	15.9	0.096	11	293.1	326.7	46.1	0.005	NA	NA	my8020.c14b40
243647	0	1936	153755	198623	0.008	0.631	0.815	22270	16.2	0.091	11	293.1	326.7	46.1	0.006	NA	NA	my8021.c14b40
347179	0	2299	128451	226320	0.007	0.370	0.652	35272	19.7	0.102	9	293.7	327.3	46.0	0.007	NA	NA	my8021.c14b40part8
306013	0	3786	82575	55029	0.012	0.270	0.180	8026	29.4	0.026	15	218.6	219.9	44.3	0.005	NA	NA	rx56.c7b40
342600	0	3587	66627	48242	0.010	0.194	0.141	7801	32.7	0.023	15	94.7	96.0	44.5	0.006	NA	NA	rx56.c8b40

l.i1

l.i1: continue load after secondary indexes created. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.85898.6080.534nonzero0.0014.096
pg123.c8b400.71098.7800.509nonzero1.430
pg123.c8b40part893.9314.1021.7100.2550.0020.562
my5731.c14b400.05174.11815.5895.7584.4520.0333.497
my8018.c14b400.00174.74615.0885.8964.2460.0231.825
my8020.c14b4076.64213.3465.8124.1620.0382.285
my8021.c14b4076.97712.9605.9104.1270.0262.135
my8021.c14b40part894.4085.0380.4050.1270.021nonzero1.887
rx56.c7b4072.60827.3490.0290.0020.0130.495
rx56.c8b4070.38229.5700.0340.0030.0120.379

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3698	0	5117	41202	99077	1.384	11.143	26.794	12714	11.3	3.438	489	381.3	421.4	0.0	4.096	449	250	pg120.c8b40
3642	0	5037	40510	97568	1.383	11.123	26.790	12493	11.2	3.430	492	381.3	421.4	0.0	1.430	449	250	pg123.c8b40
128824	0	1190	9972	164978	0.009	0.077	1.281	29580	53.5	0.230	66	384.2	424.2	0.0	0.562	24372	450	pg123.c8b40part8
9959	0	3269	52305	169504	0.328	5.252	17.020	29525	10.8	2.965	174	416.9	467.3	45.9	3.497	200	50	my5731.c14b40
10270	0	3392	54271	175880	0.330	5.285	17.126	74752	12.1	7.279	189	415.3	465.8	46.1	1.825	200	50	my8018.c14b40
10521	0	3503	56052	180875	0.333	5.328	17.192	83919	12.7	7.977	193	415.3	465.8	46.1	2.285	200	50	my8020.c14b40
10621	0	3536	56580	182987	0.333	5.327	17.228	83033	13.1	7.818	197	415.3	465.6	46.1	2.135	200	50	my8021.c14b40
104575	0	307	4910	156690	0.003	0.047	1.498	51801	58.1	0.495	89	308.8	342.4	46.0	1.887	15033	100	my8021.c14b40part8
103359	0	352	1897	107415	0.003	0.018	1.039	31725	48.1	0.307	74	228.5	232.1	42.2	0.495	12885	8396	rx56.c7b40
102041	0	516	3119	119566	0.005	0.031	1.172	31442	49.4	0.308	77	102.6	106.2	42.2	0.379	12735	7941	rx56.c8b40

q100.2

q100.2: range queries with 100 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4094.4535.4320.1130.002nonzero0.025
pg123.c8b4094.1735.7190.1060.002nonzero0.023
pg123.c8b40part865.9501.44531.2561.2970.052nonzero0.455
my5731.c14b400.06243.2763.19651.1802.1930.0850.008nonzero1.289
my8018.c14b400.00643.3603.38151.1192.0620.0690.0030.765
my8020.c14b400.00543.3673.19950.9732.3630.0880.0050.942
my8021.c14b400.00743.3793.39550.7322.3800.1020.0060.820
my8021.c14b40part833.8870.9324.93341.60018.4880.1300.0303.996
rx56.c7b4099.9720.027nonzerononzero0.052
rx56.c8b4099.9780.021nonzerononzero0.017

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.60898.7430.6490.806
pg123.c8b400.38998.6011.0100.989
pg123.c8b40part836.72262.9830.2950.587
my5731.c14b400.00356.65342.1741.1670.0030.275
my8018.c14b4083.22916.2780.4930.201
my8020.c14b4070.56928.7780.6530.222
my8021.c14b4056.96542.0690.9650.217
my8021.c14b40part82.47995.5171.6180.2530.1040.0282.105
rx56.c7b4098.3401.6110.0490.033
rx56.c8b4097.7052.2850.0100.026

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
790	31722	1062	8572	23701	0.033	0.270	30.005	123559	40.6	3.895	205	381.6	421.7	0.0	0.025	4011	3724	pg120.c8b40
789	31509	1062	8560	23623	0.034	0.272	29.925	122857	41.1	3.899	209	381.6	421.7	0.0	0.023	3995	3660	pg123.c8b40
790	2734	7753	62857	16561	2.835	22.987	20.966	26587	11.4	9.723	667	384.5	424.5	0.0	0.455	336	176	pg123.c8b40part8
790	1522	7775	124402	65503	5.108	81.725	82.926	27748	5.7	18.229	599	417.0	467.5	45.3	1.289	192	96	my5731.c14b40
790	1573	8005	128078	65701	5.090	81.433	83.176	34480	5.9	21.923	600	415.5	465.9	45.5	0.765	208	112	my8018.c14b40
790	1531	7808	124935	64804	5.100	81.604	82.041	35265	5.9	23.034	617	415.5	466.0	45.5	0.942	192	96	my8020.c14b40
790	1532	7815	125045	64269	5.100	81.601	81.363	35353	6.1	23.070	637	415.5	465.8	45.5	0.820	192	96	my8021.c14b40
790	224	9048	144775	29326	40.485	647.761	37.127	26386	2.4	118.057	1718	309.4	343.0	45.7	3.996	32	0	my8021.c14b40part8
790	17096	67	408	1646	0.004	0.024	2.084	70554	47.6	4.127	445	228.6	232.6	42.1	0.052	2159	1982	rx56.c7b40
790	17055	61	719	2101	0.004	0.042	2.659	70437	47.7	4.130	447	102.4	106.4	42.1	0.017	2110	1968	rx56.c8b40

q200.2

q200.2: range queries with 200 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4090.4579.3460.1940.003nonzero0.027
pg123.c8b4089.9179.8870.1940.003nonzero0.026
pg123.c8b40part863.0861.42034.0211.4040.0680.0010.493
my5731.c14b400.08043.3643.52350.5132.4310.0800.0090.0011.520
my8018.c14b400.00743.4913.80550.5812.0270.0830.0070.747
my8020.c14b400.00543.3383.64050.3812.5210.1070.007nonzero1.101
my8021.c14b400.00643.4393.94450.1922.3380.0780.0040.957
my8021.c14b40part832.7490.8884.66443.68217.9100.0970.0093.175
rx56.c7b4099.9620.0370.001nonzero0.018
rx56.c8b4099.9700.0290.001nonzero0.018

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.46999.2850.2330.0050.0094.021
pg123.c8b400.26099.3300.4100.726
pg123.c8b40part879.15620.6670.1770.444
my5731.c14b400.26998.4361.2100.0830.0020.349
my8018.c14b400.03099.0090.9310.0310.150
my8020.c14b400.00398.8561.1160.0240.114
my8021.c14b4098.3961.5690.0350.206
my8021.c14b40part810.21788.1681.3750.2260.0050.0092.151
rx56.c7b4093.6796.2690.0520.039
rx56.c8b4093.1466.7900.0640.024

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1577	30744	2122	17096	40466	0.069	0.556	25.657	120381	43.5	3.916	226	382.2	422.3	0.0	0.027	3948	3535	pg120.c8b40
1579	30493	2126	17121	40644	0.070	0.561	25.742	119597	44.2	3.922	232	382.2	422.3	0.0	0.026	3726	3452	pg123.c8b40
1579	2593	8136	66045	24893	3.137	25.466	15.766	27028	12.1	10.422	747	385.4	425.5	0.0	0.493	320	144	pg123.c8b40part8
1580	1519	7573	121163	65554	4.987	79.786	41.495	27024	5.7	17.795	601	417.4	467.9	45.1	1.520	192	96	my5731.c14b40
1580	1584	7874	125989	66738	4.971	79.528	42.245	34120	6.4	21.538	646	415.9	466.3	45.2	0.747	208	96	my8018.c14b40
1580	1532	7646	122329	65782	4.992	79.875	41.639	34826	6.4	22.740	669	415.9	466.3	45.2	1.101	192	96	my8020.c14b40
1580	1576	7848	125561	67136	4.978	79.651	42.496	35600	6.6	22.583	670	415.9	466.2	45.2	0.957	208	112	my8021.c14b40
1579	221	9166	146662	32009	41.533	664.533	20.273	27283	2.9	123.622	2102	310.8	344.4	45.4	3.175	32	16	my8021.c14b40part8
1580	16917	18	72	1838	0.001	0.004	1.163	69829	47.9	4.128	453	229.3	230.1	42.1	0.018	2143	1998	rx56.c7b40
1580	16905	36	411	2179	0.002	0.024	1.379	69831	48.2	4.131	456	102.9	103.6	42.1	0.018	2126	1966	rx56.c8b40

q400.2

q400.2: range queries with 400 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4078.40021.1580.4340.008nonzero0.035
pg123.c8b4077.42322.1490.4190.009nonzero0.028
pg123.c8b40part859.4251.19937.8821.4440.0490.0010.493
my5731.c14b400.05242.6803.54951.5032.1570.0560.0040.886
my8018.c14b400.00542.7193.66851.2102.3170.0770.0040.683
my8020.c14b400.00442.7203.62251.2862.2820.0820.0050.861
my8021.c14b400.00442.7013.67051.0522.4650.1030.0060.638
my8021.c14b40part829.8690.8913.88645.37419.8440.1220.0141.987
rx56.c7b4099.9100.0810.009nonzero0.049
rx56.c8b4099.9070.0820.011nonzero0.022

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.11599.1710.7140.715
pg123.c8b400.19299.6680.1400.0011.000
pg123.c8b40part827.05471.0331.9050.0080.394
my5731.c14b400.24997.3642.3520.0360.175
my8018.c14b400.01597.8032.1200.0620.147
my8020.c14b400.01697.7122.2200.0520.145
my8021.c14b4098.3201.6110.0680.0010.280
my8021.c14b40part85.43391.4572.6800.3810.0490.0011.192
rx56.c7b4090.4979.4180.0850.038
rx56.c8b4090.5309.3680.1020.037

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3122	28117	4301	34590	82963	0.153	1.230	26.574	111263	51.6	3.957	294	384.3	424.4	0.0	0.035	3804	2877	pg120.c8b40
3142	27927	4317	34754	83429	0.155	1.244	26.550	110500	51.9	3.957	297	384.3	424.4	0.0	0.028	3788	2877	pg123.c8b40
3160	2457	8113	65541	30500	3.301	26.671	9.653	26804	12.9	10.907	840	388.9	429.0	0.0	0.493	304	176	pg123.c8b40part8
3160	1532	7687	122992	89570	5.019	80.298	28.349	29804	7.2	19.458	752	418.2	468.6	44.5	0.886	192	96	my5731.c14b40
3160	1536	7703	123246	89870	5.017	80.264	28.443	36629	7.7	23.855	802	416.7	467.1	45.0	0.683	192	112	my8018.c14b40
3160	1534	7700	123209	89356	5.019	80.303	28.281	38448	7.8	25.059	813	416.7	467.1	44.6	0.861	192	96	my8020.c14b40
3160	1516	7608	121724	89255	5.018	80.287	28.249	38233	8.0	25.218	844	416.7	467.0	44.9	0.638	192	96	my8021.c14b40
3158	203	9114	145826	43012	44.942	719.064	13.621	29701	4.5	146.457	3550	316.5	350.1	45.2	1.987	32	16	my8021.c14b40part8
3160	16725	56	294	5361	0.003	0.018	1.697	69152	48.8	4.135	467	230.7	232.9	42.1	0.049	2094	1902	rx56.c7b40
3160	16718	164	1621	6523	0.010	0.097	2.065	69229	49.4	4.141	473	103.5	105.7	42.1	0.022	2127	1918	rx56.c8b40

q600.2

q600.2: range queries with 600 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4074.97624.4910.5240.009nonzerononzero0.130
pg123.c8b4073.71025.7590.5230.008nonzero0.052
pg123.c8b40part856.5061.04740.7231.6600.0620.0010.472
my5731.c14b400.03241.9213.10851.8533.0110.0700.004nonzero1.327
my8018.c14b400.00441.8993.20151.6743.0970.1170.0070.705
my8020.c14b400.00242.0463.46552.2802.1500.0550.0030.832
my8021.c14b400.00341.8793.26651.3073.3910.1470.0080.872
my8021.c14b40part828.1330.9973.39143.80823.4720.1730.0262.764
rx56.c7b4099.8260.1590.015nonzero0.028
rx56.c8b4099.7780.2020.020nonzerononzero0.241

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.01999.5010.4810.816
pg123.c8b400.04299.7680.1900.912
pg123.c8b40part80.62773.90724.9630.4990.0030.372
my5731.c14b400.10894.6045.2120.0770.204
my8018.c14b400.00294.9844.8410.1730.250
my8020.c14b400.00897.5222.4090.0610.129
my8021.c14b4093.3006.5190.1810.176
my8021.c14b40part86.10291.5401.9600.3120.0810.0051.671
rx56.c7b4075.89123.7500.3590.0010.072
rx56.c8b4078.63020.8300.5390.0010.066

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3450	27403	4857	39003	91296	0.177	1.423	26.460	108960	53.3	3.976	311	390.0	430.0	0.0	0.130	3532	2893	pg120.c8b40
3592	27267	5062	40588	94888	0.186	1.489	26.413	108498	54.1	3.979	317	390.0	430.0	0.0	0.052	3516	2845	pg123.c8b40
4739	2279	7836	63260	31198	3.439	27.763	6.583	25890	13.0	11.362	913	396.2	436.3	0.0	0.472	288	144	pg123.c8b40part8
4739	1440	7396	118334	106054	5.136	82.182	22.377	30878	8.5	21.445	945	419.3	469.8	44.5	1.327	192	112	my5731.c14b40
4739	1428	7343	117485	106823	5.143	82.284	22.539	37816	9.2	26.486	1031	417.8	468.2	44.7	0.705	176	96	my8018.c14b40
4739	1529	7804	124867	109999	5.103	81.655	23.209	41599	9.5	27.203	994	417.8	468.2	44.6	0.832	192	112	my8020.c14b40
4739	1408	7251	116011	105983	5.148	82.371	22.362	39935	9.4	28.355	1068	417.8	468.1	44.9	0.872	176	80	my8021.c14b40
4739	190	9052	144824	53646	47.590	761.433	11.319	32516	5.7	170.955	4795	324.7	358.3	44.9	2.764	32	0	my8021.c14b40part8
4739	16678	52	455	6869	0.003	0.027	1.449	68986	49.2	4.136	472	232.8	233.2	42.5	0.028	2110	1902	rx56.c7b40
4739	16410	320	3514	10699	0.020	0.214	2.258	68105	51.2	4.150	499	104.4	104.9	42.6	0.241	2078	1902	rx56.c8b40

q800.2

q800.2: range queries with 800 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4073.65125.8210.5190.009nonzerononzero1.032
pg123.c8b4072.55526.9310.5050.008nonzero0.039
pg123.c8b40part851.8090.98144.5232.6200.068nonzero0.346
my5731.c14b400.02841.0612.63551.0295.1750.0690.0040.676
my8018.c14b400.00341.0982.72551.4084.6430.1180.0040.705
my8020.c14b400.00241.1622.91152.8353.0020.0840.0050.726
my8021.c14b400.00241.0792.86052.5303.3950.1270.0060.836
my8021.c14b40part827.1850.9333.19939.53729.0160.1110.0193.082
rx56.c7b4099.6910.2900.019nonzerononzero0.065
rx56.c8b4099.5790.3940.027nonzerononzero0.095

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.08599.6800.2320.0031.443
pg123.c8b400.14799.6720.1810.734
pg123.c8b40part80.69257.37541.1350.7950.0030.361
my5731.c14b400.02392.4977.3910.0890.0010.375
my8018.c14b400.00192.8726.9920.134nonzero0.335
my8020.c14b40nonzero94.9324.9850.082nonzero0.273
my8021.c14b4093.8835.9980.119nonzero0.327
my8021.c14b40part811.04588.1980.6240.1090.0190.0041.829
rx56.c7b4045.11854.2100.6730.051
rx56.c8b4044.32254.6011.0740.0030.072

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3620	27182	4901	39465	91715	0.180	1.452	25.334	107845	53.4	3.967	314	393.9	434.0	0.0	1.032	3548	2845	pg120.c8b40
3734	27252	5051	40605	94546	0.185	1.490	25.320	108063	54.2	3.965	318	393.9	434.0	0.0	0.039	3580	2861	pg123.c8b40
6319	1968	8787	73557	45306	4.464	37.367	7.170	27149	13.4	13.792	1089	404.9	444.5	0.0	0.346	256	144	pg123.c8b40part8
6319	1314	7051	112816	117962	5.368	85.890	18.667	31889	9.9	24.278	1206	420.8	471.3	44.2	0.676	160	112	my5731.c14b40
6319	1327	7105	113675	117770	5.353	85.644	18.637	39242	10.6	29.565	1278	419.3	469.7	44.7	0.705	176	96	my8018.c14b40
6319	1423	7556	120897	123476	5.310	84.959	19.540	43288	11.1	30.420	1248	419.3	469.7	44.6	0.726	176	96	my8020.c14b40
6319	1376	7349	117580	122534	5.342	85.476	19.391	42784	11.3	31.102	1314	419.3	469.6	44.6	0.836	176	96	my8021.c14b40
6316	183	8893	142287	52980	48.595	777.525	8.389	31407	6.7	171.621	5858	328.7	362.5	44.6	3.082	16	0	my8021.c14b40part8
6319	16446	193	1284	10296	0.012	0.078	1.629	68368	50.2	4.157	488	235.4	238.8	42.7	0.065	2078	1870	rx56.c7b40
6319	16209	409	4052	13695	0.025	0.250	2.167	67586	52.3	4.170	516	105.6	109.0	42.7	0.095	2062	1886	rx56.c8b40

q1000.2

q1000.2: range queries with 1000 insert/s per client, 2nd loop. Graphs for performance per 1-second interval are here.

Average throughput:

Image

Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b4075.41524.0340.5420.009nonzerononzero0.174
pg123.c8b4073.06726.3730.5510.009nonzero0.029
pg123.c8b40part849.2240.88046.5433.2550.0970.0010.389
my5731.c14b400.01939.8741.76946.97311.2680.0890.007nonzero1.358
my8018.c14b400.00239.8591.84347.34610.7940.1480.008nonzero1.098
my8020.c14b400.00240.0282.08349.8087.9440.1290.0070.728
my8021.c14b400.00239.9442.05849.5478.3070.1310.0120.941
my8021.c14b40part825.6070.9773.03842.55427.6870.1200.0162.692
rx56.c7b4099.5510.4250.023nonzerononzero0.096
rx56.c8b4099.2900.6760.0340.001nonzerononzero0.283

Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.

dbms256us1ms4ms16ms64ms256ms1s4s16sgtmax
pg120.c8b400.01999.4600.5210.794
pg123.c8b400.03999.7160.2450.828
pg123.c8b40part81.33957.69840.1120.8490.0030.295
my5731.c14b400.01694.4155.4700.0950.003nonzero1.725
my8018.c14b4094.0205.8640.1120.0030.596
my8020.c14b4095.8164.0930.0870.0030.662
my8021.c14b4096.2643.6390.0930.005nonzero1.689
my8021.c14b40part82.59696.6140.6670.1060.0160.0021.601
rx56.c7b4044.25154.8920.8570.064
rx56.c8b4048.02750.9830.989nonzero0.067

Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3409	27631	4759	38650	90084	0.172	1.399	26.425	109503	53.6	3.963	310	402.5	442.5	0.0	0.174	3516	2893	pg120.c8b40
3526	27255	4914	39909	93178	0.180	1.464	26.427	108034	54.3	3.964	319	402.4	442.5	0.0	0.029	3500	2845	pg123.c8b40
7899	1791	9035	76246	52122	5.044	42.565	6.599	27469	13.7	15.335	1224	409.2	448.8	0.0	0.389	224	112	pg123.c8b40part8
7899	1082	6540	104634	134993	6.044	96.705	17.090	32774	11.4	30.290	1686	422.7	473.2	43.9	1.358	144	80	my5731.c14b40
7899	1081	6520	104322	133801	6.033	96.532	16.939	40476	12.2	37.453	1806	421.2	471.6	44.4	1.098	144	80	my8018.c14b40
7899	1177	7012	112186	140378	5.959	95.340	17.772	44741	12.6	38.023	1713	421.2	471.6	44.3	0.728	144	96	my8020.c14b40
7899	1157	6905	110476	139023	5.970	95.517	17.600	44217	12.8	38.230	1771	421.2	471.5	44.6	0.941	144	64	my8021.c14b40
7899	181	9019	144302	56157	49.938	799.015	7.109	32269	8.3	178.677	7353	331.4	366.0	44.3	2.692	16	0	my8021.c14b40part8
7899	16231	247	1590	13369	0.015	0.098	1.693	67710	51.2	4.172	505	239.2	242.2	42.6	0.096	2062	1854	rx56.c7b40
7899	15941	481	4571	16248	0.030	0.287	2.057	66955	52.5	4.200	527	107.0	110.0	42.8	0.283	2014	1838	rx56.c8b40

l.i0

l.i0: load without secondary indexes

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
467508	0	346	2828	187020	0.001	0.006	0.400	35529	82.4	0.076	28	191.4	231.4	0.0	0.574	60625	45746	pg123.c8b40
298418	0	0	6	113885	0.000	0.000	0.382	45364	76.4	0.152	41	131.1	164.7	43.6	0.431	38457	26484	my8021.c14b40
248509	0	38	313	118765	0.000	0.001	0.478	25904	70.5	0.104	45	97.4	98.8	16.7	0.508	31864	21574	rx56.c7b40
254810	0	82	620	97645	0.000	0.002	0.383	26219	72.3	0.103	45	47.7	49.0	13.6	0.628	32863	22175	rx56.c8b40
-
467727	0	343	2809	186985	0.001	0.006	0.400	35782	82.5	0.077	28	191.4	231.4	0.0	0.332	59761	45044	pg120.c8b40
467508	0	346	2828	187020	0.001	0.006	0.400	35529	82.4	0.076	28	191.4	231.4	0.0	0.574	60625	45746	pg123.c8b40
-
378644	0	0	7	139758	0.000	0.000	0.369	38215	74.9	0.101	32	131.6	165.1	43.4	0.458	49244	32462	my5731.c14b40
314713	0	1	12	121421	0.000	0.000	0.386	77373	76.6	0.246	39	131.1	164.7	43.6	0.485	41051	28788	my8018.c14b40
305018	0	0	6	116369	0.000	0.000	0.382	46046	76.7	0.151	40	131.1	164.7	43.6	0.403	39088	26888	my8020.c14b40
298418	0	0	6	113885	0.000	0.000	0.382	45364	76.4	0.152	41	131.1	164.7	43.6	0.431	38457	26484	my8021.c14b40
-
329870	0	1	4	119003	0.000	0.000	0.361	36099	67.5	0.109	33	134.8	168.3	46.0	3.923	46748	0	my5731.c15b40
303998	0	0	3	116494	0.000	0.000	0.383	78629	76.5	0.259	40	132.7	166.3	46.2	0.693	39892	26870	my8018.c15b40
298507	0	0	4	114710	0.000	0.000	0.384	48699	76.6	0.163	41	132.7	166.3	46.1	0.421	38854	26770	my8020.c15b40
294551	0	0	3	113132	0.000	0.000	0.384	48107	76.7	0.163	42	132.7	166.3	46.1	0.391	38057	26170	my8021.c15b40
-
248509	0	38	313	118765	0.000	0.001	0.478	25904	70.5	0.104	45	97.4	98.8	16.7	0.508	31864	21574	rx56.c7b40
254810	0	82	620	97645	0.000	0.002	0.383	26219	72.3	0.103	45	47.7	49.0	13.6	0.628	32863	22175	rx56.c8b40
-
470367	0	0	2	185429	0.000	0.000	0.394	35138	81.9	0.075	28	191.4	231.4	0.0	0.577	61367	47944	pg123.c8b40part8
-
375234	0	1	6	135156	0.000	0.000	0.360	37694	76.5	0.100	33	132.1	165.6	43.5	0.462	48583	35061	my5731.c14b40part8
300030	0	0	3	115797	0.000	0.000	0.386	75372	75.4	0.251	40	131.7	165.2	43.6	0.647	39656	25875	my8018.c14b40part8
292612	0	0	2	111689	0.000	0.000	0.382	44614	76.3	0.152	42	131.7	165.2	43.6	0.372	37482	26071	my8020.c14b40part8
286451	0	0	2	109457	0.000	0.000	0.382	43917	75.8	0.153	42	131.7	165.2	43.6	0.459	37354	25970	my8021.c14b40part8
-
195561	0	0	0	70526	0.000	0.000	0.361	22201	40.1	0.114	33	135.3	168.9	46.0	7.388	29467	0	my5731.c15b40part8
186220	0	0	1	69819	0.000	0.000	0.375	47281	46.5	0.254	40	133.2	166.8	46.2	9.926	31664	0	my8018.c15b40part8
287604	0	0	1	110527	0.000	0.000	0.384	47245	76.1	0.164	42	133.2	166.8	46.1	0.457	37277	25772	my8020.c15b40part8
277739	0	0	1	106739	0.000	0.000	0.384	46196	75.5	0.166	43	133.2	166.8	46.1	0.446	35959	24896	my8021.c15b40part8
-
467617	0	355	2901	186962	0.001	0.006	0.400	36256	81.8	0.078	28	191.4	231.4	0.0	0.579	60832	47247	pg123.c8b40vac0
471365	0	353	2886	188520	0.001	0.006	0.400	36612	82.3	0.078	28	191.4	231.4	0.9	0.564	60432	46545	pg123.c8b40vac1

l.x

l.x: create secondary indexes

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
411628	0	7060	113189	132439	0.017	0.275	0.322	12554	23.9	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg123.c8b40
243647	0	1936	153755	198623	0.008	0.631	0.815	22270	16.2	0.091	11	293.1	326.7	46.1	0.006	NA	NA	my8021.c14b40
306013	0	3786	82575	55029	0.012	0.270	0.180	8026	29.4	0.026	15	218.6	219.9	44.3	0.005	NA	NA	rx56.c7b40
342600	0	3587	66627	48242	0.010	0.194	0.141	7801	32.7	0.023	15	94.7	96.0	44.5	0.006	NA	NA	rx56.c8b40
-
417122	0	7146	114606	134299	0.017	0.275	0.322	12574	24.2	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg120.c8b40
411628	0	7060	113189	132439	0.017	0.275	0.322	12554	23.9	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg123.c8b40
-
220033	0	1744	138602	179429	0.008	0.630	0.815	12004	12.3	0.055	9	294.2	327.7	45.9	0.044	NA	NA	my5731.c14b40
224051	0	1773	140736	182414	0.008	0.628	0.814	23207	14.8	0.104	11	293.1	326.7	46.1	0.009	NA	NA	my8018.c14b40
239075	0	1889	149715	194860	0.008	0.626	0.815	22913	15.9	0.096	11	293.1	326.7	46.1	0.005	NA	NA	my8020.c14b40
243647	0	1936	153755	198623	0.008	0.631	0.815	22270	16.2	0.091	11	293.1	326.7	46.1	0.006	NA	NA	my8021.c14b40
-
210603	0	2405	132100	175060	0.011	0.627	0.831	18225	12.2	0.087	9	301.0	334.5	48.6	0.041	NA	NA	my5731.c15b40
208822	0	2398	131968	171683	0.011	0.632	0.822	36336	14.0	0.174	11	296.4	329.9	49.3	0.004	NA	NA	my8018.c15b40
198778	0	2281	125908	162572	0.011	0.633	0.818	31988	13.8	0.161	11	296.4	329.9	49.3	0.004	NA	NA	my8020.c15b40
202337	0	2316	127204	165567	0.011	0.629	0.818	30404	13.6	0.150	11	296.4	329.9	49.2	0.004	NA	NA	my8021.c15b40
-
306013	0	3786	82575	55029	0.012	0.270	0.180	8026	29.4	0.026	15	218.6	219.9	44.3	0.005	NA	NA	rx56.c7b40
342600	0	3587	66627	48242	0.010	0.194	0.141	7801	32.7	0.023	15	94.7	96.0	44.5	0.006	NA	NA	rx56.c8b40
-
443580	0	8406	130148	127718	0.019	0.293	0.288	14655	24.0	0.033	9	367.5	407.5	0.0	0.006	NA	NA	pg123.c8b40part8
-
305126	0	1718	74287	202070	0.006	0.243	0.662	31469	14.7	0.103	8	294.6	328.1	45.8	0.030	NA	NA	my5731.c14b40part8
327617	0	2187	123328	213750	0.007	0.376	0.652	37097	18.4	0.113	9	293.7	327.3	46.0	0.005	NA	NA	my8018.c14b40part8
347240	0	2326	131935	226565	0.007	0.380	0.652	35846	19.5	0.103	9	293.7	327.3	46.0	0.006	NA	NA	my8020.c14b40part8
347179	0	2299	128451	226320	0.007	0.370	0.652	35272	19.7	0.102	9	293.7	327.3	46.0	0.007	NA	NA	my8021.c14b40part8
-
208844	0	2383	89345	139744	0.011	0.428	0.669	39684	11.4	0.190	9	301.3	334.8	48.4	0.022	NA	NA	my5731.c15b40part8
221348	0	2510	92695	147920	0.011	0.419	0.668	55957	13.9	0.253	10	296.9	330.5	49.0	0.017	NA	NA	my8018.c15b40part8
275041	0	3124	115709	180430	0.011	0.421	0.656	46717	16.0	0.170	9	296.9	330.5	49.0	0.023	NA	NA	my8020.c15b40part8
276104	0	3135	116056	181136	0.011	0.420	0.656	46190	16.3	0.167	9	296.9	330.5	49.0	0.045	NA	NA	my8021.c15b40part8
-
432735	0	7440	118812	139159	0.017	0.275	0.322	13117	24.8	0.030	9	367.5	407.6	0.0	0.005	NA	NA	pg123.c8b40vac0
436322	0	7505	119858	140285	0.017	0.275	0.322	13405	25.0	0.031	9	367.5	407.6	0.0	0.008	NA	NA	pg123.c8b40vac1

l.i1

l.i1: continue load after secondary indexes created

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3642	0	5037	40510	97568	1.383	11.123	26.790	12493	11.2	3.430	492	381.3	421.4	0.0	1.430	449	250	pg123.c8b40
10621	0	3536	56580	182987	0.333	5.327	17.228	83033	13.1	7.818	197	415.3	465.6	46.1	2.135	200	50	my8021.c14b40
103359	0	352	1897	107415	0.003	0.018	1.039	31725	48.1	0.307	74	228.5	232.1	42.2	0.495	12885	8396	rx56.c7b40
102041	0	516	3119	119566	0.005	0.031	1.172	31442	49.4	0.308	77	102.6	106.2	42.2	0.379	12735	7941	rx56.c8b40
-
3698	0	5117	41202	99077	1.384	11.143	26.794	12714	11.3	3.438	489	381.3	421.4	0.0	4.096	449	250	pg120.c8b40
3642	0	5037	40510	97568	1.383	11.123	26.790	12493	11.2	3.430	492	381.3	421.4	0.0	1.430	449	250	pg123.c8b40
-
9959	0	3269	52305	169504	0.328	5.252	17.020	29525	10.8	2.965	174	416.9	467.3	45.9	3.497	200	50	my5731.c14b40
10270	0	3392	54271	175880	0.330	5.285	17.126	74752	12.1	7.279	189	415.3	465.8	46.1	1.825	200	50	my8018.c14b40
10521	0	3503	56052	180875	0.333	5.328	17.192	83919	12.7	7.977	193	415.3	465.8	46.1	2.285	200	50	my8020.c14b40
10621	0	3536	56580	182987	0.333	5.327	17.228	83033	13.1	7.818	197	415.3	465.6	46.1	2.135	200	50	my8021.c14b40
-
7675	0	4300	34397	115789	0.560	4.482	15.086	37234	7.2	4.851	150	419.7	470.4	48.6	2.445	200	50	my5731.c15b40
7593	0	4263	34105	114698	0.561	4.492	15.106	89530	8.2	11.791	173	413.3	463.8	49.3	3.167	200	50	my8018.c15b40
7678	0	4352	34817	116157	0.567	4.535	15.130	96622	8.2	12.585	171	413.3	463.8	49.3	2.237	200	50	my8020.c15b40
8093	0	4579	36630	122423	0.566	4.526	15.127	92741	9.0	11.459	178	413.3	463.8	49.2	1.912	250	50	my8021.c15b40
-
103359	0	352	1897	107415	0.003	0.018	1.039	31725	48.1	0.307	74	228.5	232.1	42.2	0.495	12885	8396	rx56.c7b40
102041	0	516	3119	119566	0.005	0.031	1.172	31442	49.4	0.308	77	102.6	106.2	42.2	0.379	12735	7941	rx56.c8b40
-
128824	0	1190	9972	164978	0.009	0.077	1.281	29580	53.5	0.230	66	384.2	424.2	0.0	0.562	24372	450	pg123.c8b40part8
-
137457	0	1	21	129269	0.000	0.000	0.940	32833	55.8	0.239	65	309.8	343.3	45.8	0.423	18579	2897	my5731.c14b40part8
117474	0	1	18	118342	0.000	0.000	1.007	80060	61.4	0.682	84	308.8	342.4	46.0	0.372	15632	2347	my8018.c14b40part8
107527	0	348	5570	155346	0.003	0.052	1.445	53391	58.4	0.497	87	308.8	342.4	46.0	3.141	15482	100	my8020.c14b40part8
104575	0	307	4910	156690	0.003	0.047	1.498	51801	58.1	0.495	89	308.8	342.4	46.0	1.887	15033	100	my8021.c14b40part8
-
134907	0	2	14	108804	0.000	0.000	0.807	35861	57.0	0.266	68	316.8	350.3	48.4	0.362	17829	3097	my5731.c15b40part8
116110	0	2	12	96906	0.000	0.000	0.835	82410	62.3	0.710	86	312.2	345.8	49.0	0.328	15482	2497	my8018.c15b40part8
100756	0	676	5411	115903	0.007	0.054	1.150	57857	56.3	0.574	89	312.2	345.7	49.0	0.956	15283	150	my8020.c15b40part8
96386	0	736	5888	113682	0.008	0.061	1.179	57975	54.9	0.601	91	312.2	345.7	49.0	1.399	14843	100	my8021.c15b40part8
-
4025	0	5562	44882	107773	1.382	11.151	26.777	13706	12.2	3.405	485	381.3	421.4	0.0	1.477	499	300	pg123.c8b40vac0
3909	0	5403	43613	104686	1.382	11.156	26.778	13332	12.0	3.410	491	381.3	421.4	0.0	3.861	499	300	pg123.c8b40vac1

q100.2

q100.2: range queries with 100 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
789	31509	1062	8560	23623	0.034	0.272	29.925	122857	41.1	3.899	209	381.6	421.7	0.0	0.023	3995	3660	pg123.c8b40
790	1532	7815	125045	64269	5.100	81.601	81.363	35353	6.1	23.070	637	415.5	465.8	45.5	0.820	192	96	my8021.c14b40
790	17096	67	408	1646	0.004	0.024	2.084	70554	47.6	4.127	445	228.6	232.6	42.1	0.052	2159	1982	rx56.c7b40
790	17055	61	719	2101	0.004	0.042	2.659	70437	47.7	4.130	447	102.4	106.4	42.1	0.017	2110	1968	rx56.c8b40
-
790	31722	1062	8572	23701	0.033	0.270	30.005	123559	40.6	3.895	205	381.6	421.7	0.0	0.025	4011	3724	pg120.c8b40
789	31509	1062	8560	23623	0.034	0.272	29.925	122857	41.1	3.899	209	381.6	421.7	0.0	0.023	3995	3660	pg123.c8b40
-
790	1522	7775	124402	65503	5.108	81.725	82.926	27748	5.7	18.229	599	417.0	467.5	45.3	1.289	192	96	my5731.c14b40
790	1573	8005	128078	65701	5.090	81.433	83.176	34480	5.9	21.923	600	415.5	465.9	45.5	0.765	208	112	my8018.c14b40
790	1531	7808	124935	64804	5.100	81.604	82.041	35265	5.9	23.034	617	415.5	466.0	45.5	0.942	192	96	my8020.c14b40
790	1532	7815	125045	64269	5.100	81.601	81.363	35353	6.1	23.070	637	415.5	465.8	45.5	0.820	192	96	my8021.c14b40
-
789	2039	9980	79836	57356	4.894	39.149	72.657	40328	6.8	19.775	534	419.9	470.6	48.0	1.240	256	144	my5731.c15b40
790	1989	9707	77653	56236	4.879	39.034	71.194	45171	7.2	22.706	579	413.5	464.0	48.6	0.875	256	96	my8018.c15b40
790	1864	9288	74307	57158	4.984	39.873	72.361	46363	6.8	24.878	584	413.5	463.9	48.5	1.056	240	80	my8020.c15b40
790	2044	9996	79972	57142	4.889	39.116	72.340	49017	7.5	23.975	587	413.5	464.0	48.5	0.887	256	128	my8021.c15b40
-
790	17096	67	408	1646	0.004	0.024	2.084	70554	47.6	4.127	445	228.6	232.6	42.1	0.052	2159	1982	rx56.c7b40
790	17055	61	719	2101	0.004	0.042	2.659	70437	47.7	4.130	447	102.4	106.4	42.1	0.017	2110	1968	rx56.c8b40
-
790	2734	7753	62857	16561	2.835	22.987	20.966	26587	11.4	9.723	667	384.5	424.5	0.0	0.455	336	176	pg123.c8b40part8
-
789	216	8811	140975	28617	40.716	651.454	36.252	20955	2.3	96.833	1700	310.4	343.9	45.3	2.509	32	16	my5731.c14b40part8
790	234	9429	150870	29725	40.348	645.570	37.631	26613	2.5	113.877	1712	309.4	343.0	45.2	1.054	32	16	my8018.c14b40part8
790	221	8986	143768	29132	40.603	649.653	36.880	26182	2.3	118.310	1663	309.4	343.0	45.5	3.883	32	0	my8020.c14b40part8
790	224	9048	144775	29326	40.485	647.761	37.127	26386	2.4	118.057	1718	309.4	343.0	45.7	3.996	32	0	my8021.c14b40part8
-
790	301	10951	87606	16338	36.393	291.148	20.684	25790	2.6	85.709	1383	317.2	350.8	47.5	2.129	32	16	my5731.c15b40part8
789	289	10575	84600	16187	36.541	292.329	20.505	29368	2.5	101.480	1382	312.6	346.2	48.4	2.826	32	0	my8018.c15b40part8
789	309	11222	89775	16613	36.364	290.909	21.046	31342	2.4	101.561	1244	312.6	346.2	48.3	2.732	32	16	my8020.c15b40part8
789	305	11129	89030	16598	36.488	291.901	21.026	31147	2.5	102.121	1311	312.6	346.2	48.7	2.132	32	16	my8021.c15b40part8
-
790	6741	8353	67068	25631	1.239	9.950	32.449	43353	11.7	6.432	278	381.6	421.6	0.0	0.425	815	416	pg123.c8b40vac0
789	31868	1062	8579	23335	0.033	0.269	29.560	124173	40.1	3.896	201	381.6	421.7	0.0	0.021	4012	3676	pg123.c8b40vac1

q200.2

q200.2: range queries with 200 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
1579	30493	2126	17121	40644	0.070	0.561	25.742	119597	44.2	3.922	232	382.2	422.3	0.0	0.026	3726	3452	pg123.c8b40
1580	1576	7848	125561	67136	4.978	79.651	42.496	35600	6.6	22.583	670	415.9	466.2	45.2	0.957	208	112	my8021.c14b40
1580	16917	18	72	1838	0.001	0.004	1.163	69829	47.9	4.128	453	229.3	230.1	42.1	0.018	2143	1998	rx56.c7b40
1580	16905	36	411	2179	0.002	0.024	1.379	69831	48.2	4.131	456	102.9	103.6	42.1	0.018	2126	1966	rx56.c8b40
-
1577	30744	2122	17096	40466	0.069	0.556	25.657	120381	43.5	3.916	226	382.2	422.3	0.0	0.027	3948	3535	pg120.c8b40
1579	30493	2126	17121	40644	0.070	0.561	25.742	119597	44.2	3.922	232	382.2	422.3	0.0	0.026	3726	3452	pg123.c8b40
-
1580	1519	7573	121163	65554	4.987	79.786	41.495	27024	5.7	17.795	601	417.4	467.9	45.1	1.520	192	96	my5731.c14b40
1580	1584	7874	125989	66738	4.971	79.528	42.245	34120	6.4	21.538	646	415.9	466.3	45.2	0.747	208	96	my8018.c14b40
1580	1532	7646	122329	65782	4.992	79.875	41.639	34826	6.4	22.740	669	415.9	466.3	45.2	1.101	192	96	my8020.c14b40
1580	1576	7848	125561	67136	4.978	79.651	42.496	35600	6.6	22.583	670	415.9	466.2	45.2	0.957	208	112	my8021.c14b40
-
1579	2240	9594	76753	32460	4.284	34.269	20.559	34525	6.7	15.415	479	420.3	471.0	47.7	1.598	288	144	my5731.c15b40
1580	2267	9669	77354	32120	4.265	34.119	20.331	40114	7.2	17.693	508	413.9	464.4	48.2	0.835	288	112	my8018.c15b40
1580	1974	8503	68021	31069	4.307	34.456	19.666	37787	6.6	19.141	535	413.9	464.3	47.8	0.901	256	96	my8020.c15b40
1580	2243	9599	76790	32413	4.279	34.229	20.517	41761	7.5	18.615	535	413.9	464.4	47.7	0.918	288	112	my8021.c15b40
-
1580	16917	18	72	1838	0.001	0.004	1.163	69829	47.9	4.128	453	229.3	230.1	42.1	0.018	2143	1998	rx56.c7b40
1580	16905	36	411	2179	0.002	0.024	1.379	69831	48.2	4.131	456	102.9	103.6	42.1	0.018	2126	1966	rx56.c8b40
-
1579	2593	8136	66045	24893	3.137	25.466	15.766	27028	12.1	10.422	747	385.4	425.5	0.0	0.493	320	144	pg123.c8b40part8
-
1579	212	8835	141363	30901	41.676	666.808	19.571	21305	2.6	100.497	1962	311.8	345.3	44.7	2.378	32	16	my5731.c14b40part8
1580	227	9391	150253	32323	41.369	661.906	20.460	27308	2.8	120.298	1974	310.8	344.4	44.6	1.799	32	16	my8018.c14b40part8
1580	223	9242	147864	32159	41.498	663.960	20.356	27520	2.9	123.573	2084	310.8	344.4	45.2	3.978	32	0	my8020.c14b40part8
1579	221	9166	146662	32009	41.533	664.533	20.273	27283	2.9	123.622	2102	310.8	344.4	45.4	3.175	32	16	my8021.c14b40part8
-
1580	298	11069	88550	20385	37.181	297.447	12.903	26730	2.8	89.788	1505	318.7	352.2	47.2	1.610	32	16	my5731.c15b40part8
1580	281	10515	84121	19962	37.447	299.575	12.635	31217	3.3	111.171	1880	314.1	347.6	48.0	2.608	32	16	my8018.c15b40part8
1579	304	11352	90817	20716	37.294	298.349	13.120	33430	3.6	109.821	1892	314.1	347.6	48.0	3.356	32	16	my8020.c15b40part8
1579	294	10958	87668	20002	37.312	298.494	12.669	32803	3.5	111.687	1907	314.1	347.6	48.0	2.644	32	16	my8021.c15b40part8
-
1579	5370	10078	80864	48581	1.877	15.060	30.769	41836	14.0	7.791	417	382.2	422.3	0.0	0.285	639	384	pg123.c8b40vac0
1579	30753	2126	17163	40807	0.069	0.558	25.845	120393	43.6	3.915	227	382.2	422.3	0.0	0.025	4075	3484	pg123.c8b40vac1

q400.2

q400.2: range queries with 400 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3142	27927	4317	34754	83429	0.155	1.244	26.550	110500	51.9	3.957	297	384.3	424.4	0.0	0.028	3788	2877	pg123.c8b40
3160	1516	7608	121724	89255	5.018	80.287	28.249	38233	8.0	25.218	844	416.7	467.0	44.9	0.638	192	96	my8021.c14b40
3160	16725	56	294	5361	0.003	0.018	1.697	69152	48.8	4.135	467	230.7	232.9	42.1	0.049	2094	1902	rx56.c7b40
3160	16718	164	1621	6523	0.010	0.097	2.065	69229	49.4	4.141	473	103.5	105.7	42.1	0.022	2127	1918	rx56.c8b40
-
3122	28117	4301	34590	82963	0.153	1.230	26.574	111263	51.6	3.957	294	384.3	424.4	0.0	0.035	3804	2877	pg120.c8b40
3142	27927	4317	34754	83429	0.155	1.244	26.550	110500	51.9	3.957	297	384.3	424.4	0.0	0.028	3788	2877	pg123.c8b40
-
3160	1532	7687	122992	89570	5.019	80.298	28.349	29804	7.2	19.458	752	418.2	468.6	44.5	0.886	192	96	my5731.c14b40
3160	1536	7703	123246	89870	5.017	80.264	28.443	36629	7.7	23.855	802	416.7	467.1	45.0	0.683	192	112	my8018.c14b40
3160	1534	7700	123209	89356	5.019	80.303	28.281	38448	7.8	25.059	813	416.7	467.1	44.6	0.861	192	96	my8020.c14b40
3160	1516	7608	121724	89255	5.018	80.287	28.249	38233	8.0	25.218	844	416.7	467.0	44.9	0.638	192	96	my8021.c14b40
-
3160	2177	9927	79419	50816	4.561	36.484	16.083	38308	8.4	17.598	617	421.6	472.3	47.0	1.555	272	144	my5731.c15b40
3160	2079	9511	76089	49513	4.575	36.602	15.671	44967	8.9	21.631	685	415.2	465.6	47.4	0.771	272	128	my8018.c15b40
3158	1882	8736	69891	48409	4.641	37.127	15.330	45152	8.2	23.985	697	415.2	465.6	47.4	1.265	240	80	my8020.c15b40
3160	2148	9788	78308	49930	4.558	36.465	15.802	47843	9.3	22.278	693	415.2	465.6	47.7	1.007	272	112	my8021.c15b40
-
3160	16725	56	294	5361	0.003	0.018	1.697	69152	48.8	4.135	467	230.7	232.9	42.1	0.049	2094	1902	rx56.c7b40
3160	16718	164	1621	6523	0.010	0.097	2.065	69229	49.4	4.141	473	103.5	105.7	42.1	0.022	2127	1918	rx56.c8b40
-
3160	2457	8113	65541	30500	3.301	26.671	9.653	26804	12.9	10.907	840	388.9	429.0	0.0	0.493	304	176	pg123.c8b40part8
-
3158	202	9068	145081	42163	44.822	717.159	13.352	22896	3.8	113.179	3005	317.5	351.0	44.4	1.886	32	16	my5731.c14b40part8
3158	212	9438	151003	43506	44.623	713.961	13.777	29758	4.3	140.701	3253	316.5	350.1	44.3	3.135	32	16	my8018.c14b40part8
3158	203	9126	146018	42930	44.868	717.886	13.595	29488	4.3	144.973	3382	316.5	350.1	45.2	2.729	32	16	my8020.c14b40part8
3158	203	9114	145826	43012	44.942	719.064	13.621	29701	4.5	146.457	3550	316.5	350.1	45.2	1.987	32	16	my8021.c14b40part8
-
3158	279	10949	87589	28787	39.271	314.165	9.116	28124	3.8	100.874	2181	323.8	357.3	47.0	2.693	32	16	my5731.c15b40part8
3158	268	10613	84907	28778	39.543	316.343	9.113	34671	4.6	129.177	2742	319.1	352.7	47.7	2.834	32	16	my8018.c15b40part8
3158	287	11280	90243	29575	39.318	314.544	9.366	37226	4.7	129.754	2621	319.1	352.6	48.0	2.903	32	16	my8020.c15b40part8
3154	281	11015	88120	29206	39.213	313.706	9.259	36933	4.7	131.482	2677	319.1	352.6	48.0	3.589	32	16	my8021.c15b40part8
-
2830	3454	11502	92359	82728	3.330	26.740	29.228	38217	17.7	11.065	820	384.3	424.4	0.0	0.451	447	272	pg123.c8b40vac0
3141	28166	4323	34900	82107	0.153	1.239	26.144	111371	51.5	3.954	293	384.3	424.4	0.0	0.032	3820	2894	pg123.c8b40vac1

q600.2

q600.2: range queries with 600 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3592	27267	5062	40588	94888	0.186	1.489	26.413	108498	54.1	3.979	317	390.0	430.0	0.0	0.052	3516	2845	pg123.c8b40
4739	1408	7251	116011	105983	5.148	82.371	22.362	39935	9.4	28.355	1068	417.8	468.1	44.9	0.872	176	80	my8021.c14b40
4739	16678	52	455	6869	0.003	0.027	1.449	68986	49.2	4.136	472	232.8	233.2	42.5	0.028	2110	1902	rx56.c7b40
4739	16410	320	3514	10699	0.020	0.214	2.258	68105	51.2	4.150	499	104.4	104.9	42.6	0.241	2078	1902	rx56.c8b40
-
3450	27403	4857	39003	91296	0.177	1.423	26.460	108960	53.3	3.976	311	390.0	430.0	0.0	0.130	3532	2893	pg120.c8b40
3592	27267	5062	40588	94888	0.186	1.489	26.413	108498	54.1	3.979	317	390.0	430.0	0.0	0.052	3516	2845	pg123.c8b40
-
4739	1440	7396	118334	106054	5.136	82.182	22.377	30878	8.5	21.445	945	419.3	469.8	44.5	1.327	192	112	my5731.c14b40
4739	1428	7343	117485	106823	5.143	82.284	22.539	37816	9.2	26.486	1031	417.8	468.2	44.7	0.705	176	96	my8018.c14b40
4739	1529	7804	124867	109999	5.103	81.655	23.209	41599	9.5	27.203	994	417.8	468.2	44.6	0.832	192	112	my8020.c14b40
4739	1408	7251	116011	105983	5.148	82.371	22.362	39935	9.4	28.355	1068	417.8	468.1	44.9	0.872	176	80	my8021.c14b40
-
4734	1899	9731	77848	72351	5.123	40.985	15.283	40851	9.5	21.507	800	427.0	477.7	47.0	1.308	240	112	my5731.c15b40
4737	1918	9840	78716	72632	5.131	41.049	15.334	55428	10.4	28.905	868	420.5	471.0	47.4	0.941	240	128	my8018.c15b40
4737	1773	9244	73950	72095	5.213	41.702	15.220	59038	9.7	33.293	875	420.5	471.0	47.4	1.428	224	80	my8020.c15b40
4737	1984	10111	80891	72640	5.096	40.770	15.335	60114	11.2	30.298	903	420.5	471.0	47.4	0.978	256	112	my8021.c15b40
-
4739	16678	52	455	6869	0.003	0.027	1.449	68986	49.2	4.136	472	232.8	233.2	42.5	0.028	2110	1902	rx56.c7b40
4739	16410	320	3514	10699	0.020	0.214	2.258	68105	51.2	4.150	499	104.4	104.9	42.6	0.241	2078	1902	rx56.c8b40
-
4739	2279	7836	63260	31198	3.439	27.763	6.583	25890	13.0	11.362	913	396.2	436.3	0.0	0.472	288	144	pg123.c8b40part8
-
4737	182	8698	139173	52238	47.793	764.684	11.028	23163	4.8	127.268	4220	325.8	359.3	44.4	2.908	16	0	my5731.c14b40part8
4734	196	9261	148183	54102	47.252	756.036	11.428	31895	5.6	162.729	4571	324.7	358.3	44.3	3.795	32	0	my8018.c14b40part8
4739	197	9298	148767	54807	47.246	755.932	11.564	32532	5.7	165.303	4634	324.7	358.4	44.9	2.478	32	16	my8020.c14b40part8
4739	190	9052	144824	53646	47.590	761.433	11.319	32516	5.7	170.955	4795	324.7	358.3	44.9	2.764	32	0	my8021.c14b40part8
-
4734	263	10931	87445	37159	41.498	331.984	7.849	29526	4.8	112.097	2916	332.3	366.1	47.0	2.527	32	16	my5731.c15b40part8
4732	252	10548	84388	36235	41.809	334.476	7.658	38885	5.6	154.124	3551	327.5	361.3	47.7	3.302	32	0	my8018.c15b40part8
4734	270	11214	89715	37522	41.458	331.662	7.926	40435	5.7	149.484	3372	327.5	361.3	47.7	2.553	32	16	my8020.c15b40part8
4732	255	10639	85110	36997	41.672	333.374	7.819	39859	5.7	156.128	3572	327.5	361.2	48.0	3.372	32	0	my8021.c15b40part8
-
2866	3481	11649	93526	82845	3.346	26.865	28.910	38736	17.7	11.127	813	390.0	430.0	0.0	0.438	447	256	pg123.c8b40vac0
3566	27498	5038	40680	93480	0.183	1.479	26.216	109304	54.1	3.975	315	390.0	430.0	0.0	0.049	3596	2893	pg123.c8b40vac1

q800.2

q800.2: range queries with 800 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3734	27252	5051	40605	94546	0.185	1.490	25.320	108063	54.2	3.965	318	393.9	434.0	0.0	0.039	3580	2861	pg123.c8b40
6319	1376	7349	117580	122534	5.342	85.476	19.391	42784	11.3	31.102	1314	419.3	469.6	44.6	0.836	176	96	my8021.c14b40
6319	16446	193	1284	10296	0.012	0.078	1.629	68368	50.2	4.157	488	235.4	238.8	42.7	0.065	2078	1870	rx56.c7b40
6319	16209	409	4052	13695	0.025	0.250	2.167	67586	52.3	4.170	516	105.6	109.0	42.7	0.095	2062	1886	rx56.c8b40
-
3620	27182	4901	39465	91715	0.180	1.452	25.334	107845	53.4	3.967	314	393.9	434.0	0.0	1.032	3548	2845	pg120.c8b40
3734	27252	5051	40605	94546	0.185	1.490	25.320	108063	54.2	3.965	318	393.9	434.0	0.0	0.039	3580	2861	pg123.c8b40
-
6319	1314	7051	112816	117962	5.368	85.890	18.667	31889	9.9	24.278	1206	420.8	471.3	44.2	0.676	160	112	my5731.c14b40
6319	1327	7105	113675	117770	5.353	85.644	18.637	39242	10.6	29.565	1278	419.3	469.7	44.7	0.705	176	96	my8018.c14b40
6319	1423	7556	120897	123476	5.310	84.959	19.540	43288	11.1	30.420	1248	419.3	469.7	44.6	0.726	176	96	my8020.c14b40
6319	1376	7349	117580	122534	5.342	85.476	19.391	42784	11.3	31.102	1314	419.3	469.6	44.6	0.836	176	96	my8021.c14b40
-
6316	1579	9019	72154	82216	5.712	45.696	13.018	40756	9.8	25.811	993	432.5	483.1	47.0	0.604	208	128	my5731.c15b40
6312	1596	9110	72877	82291	5.707	45.653	13.037	55294	11.0	34.639	1103	425.9	476.3	47.4	0.828	208	112	my8018.c15b40
6316	1533	8847	70777	81363	5.771	46.172	12.883	58368	10.9	38.077	1138	425.9	476.3	47.4	0.931	192	96	my8020.c15b40
6316	1657	9394	75155	83158	5.669	45.350	13.167	59230	11.7	35.741	1130	425.9	476.3	47.0	1.039	208	112	my8021.c15b40
-
6319	16446	193	1284	10296	0.012	0.078	1.629	68368	50.2	4.157	488	235.4	238.8	42.7	0.065	2078	1870	rx56.c7b40
6319	16209	409	4052	13695	0.025	0.250	2.167	67586	52.3	4.170	516	105.6	109.0	42.7	0.095	2062	1886	rx56.c8b40
-
6319	1968	8787	73557	45306	4.464	37.367	7.170	27149	13.4	13.792	1089	404.9	444.5	0.0	0.346	256	144	pg123.c8b40part8
-
6316	181	8820	141120	52451	48.729	779.668	8.305	23771	6.0	131.334	5304	329.7	363.6	44.4	2.798	16	0	my5731.c14b40part8
6319	186	9046	144735	53491	48.582	777.307	8.465	30970	6.7	166.326	5757	328.7	362.6	44.1	3.575	16	0	my8018.c14b40part8
6316	187	9085	145360	53441	48.479	775.665	8.462	31906	6.6	170.257	5635	328.6	362.6	44.6	4.101	16	0	my8020.c14b40part8
6316	183	8893	142287	52980	48.595	777.525	8.389	31407	6.7	171.621	5858	328.7	362.5	44.6	3.082	16	0	my8021.c14b40part8
-
6319	253	10670	85363	35413	42.142	337.137	5.604	29220	6.0	115.403	3792	337.8	372.2	46.7	1.265	32	16	my5731.c15b40part8
6305	240	10181	81448	34998	42.332	338.660	5.551	36646	6.5	152.373	4324	332.9	367.2	47.3	3.161	32	0	my8018.c15b40part8
6319	264	11073	88586	35447	41.912	335.297	5.609	38670	6.7	146.367	4058	332.8	367.3	47.7	2.166	32	16	my8020.c15b40part8
6305	244	10301	82408	34815	42.234	337.874	5.521	38210	6.7	156.661	4395	332.9	367.3	47.3	2.837	32	0	my8021.c15b40part8
-
3003	3654	11993	96398	83477	3.282	26.383	27.797	40182	18.4	10.997	806	393.9	434.0	0.0	0.325	607	352	pg123.c8b40vac0
3654	27438	4992	40401	92826	0.182	1.472	25.407	109029	54.0	3.974	315	393.9	434.0	0.0	0.121	3548	2892	pg123.c8b40vac1

q1000.2

q1000.2: range queries with 1000 insert/s per client, 2nd loop

Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.

ips	qps	rps	rkbps	wkbps	rpq	rkbpq	wkbpi	csps	cpups	cspq	cpupq	dbgb1	dbgb2	rss	maxop	p50	p99	tag
3526	27255	4914	39909	93178	0.180	1.464	26.427	108034	54.3	3.964	319	402.4	442.5	0.0	0.029	3500	2845	pg123.c8b40
7899	1157	6905	110476	139023	5.970	95.517	17.600	44217	12.8	38.230	1771	421.2	471.5	44.6	0.941	144	64	my8021.c14b40
7899	16231	247	1590	13369	0.015	0.098	1.693	67710	51.2	4.172	505	239.2	242.2	42.6	0.096	2062	1854	rx56.c7b40
7899	15941	481	4571	16248	0.030	0.287	2.057	66955	52.5	4.200	527	107.0	110.0	42.8	0.283	2014	1838	rx56.c8b40
-
3409	27631	4759	38650	90084	0.172	1.399	26.425	109503	53.6	3.963	310	402.5	442.5	0.0	0.174	3516	2893	pg120.c8b40
3526	27255	4914	39909	93178	0.180	1.464	26.427	108034	54.3	3.964	319	402.4	442.5	0.0	0.029	3500	2845	pg123.c8b40
-
7899	1082	6540	104634	134993	6.044	96.705	17.090	32774	11.4	30.290	1686	422.7	473.2	43.9	1.358	144	80	my5731.c14b40
7899	1081	6520	104322	133801	6.033	96.532	16.939	40476	12.2	37.453	1806	421.2	471.6	44.4	1.098	144	80	my8018.c14b40
7899	1177	7012	112186	140378	5.959	95.340	17.772	44741	12.6	38.023	1713	421.2	471.6	44.3	0.728	144	96	my8020.c14b40
7899	1157	6905	110476	139023	5.970	95.517	17.600	44217	12.8	38.230	1771	421.2	471.5	44.6	0.941	144	64	my8021.c14b40
-
7895	1396	8624	68996	90449	6.177	49.413	11.457	42300	10.9	30.294	1249	436.1	486.8	46.7	1.204	176	128	my5731.c15b40
7890	1417	8722	69778	90628	6.155	49.243	11.486	55796	11.7	39.376	1321	429.4	479.9	47.4	1.443	176	112	my8018.c15b40
7899	1404	8715	69720	91158	6.209	49.673	11.540	60797	12.3	43.315	1402	429.5	479.9	47.4	0.715	176	96	my8020.c15b40
7899	1467	8988	71903	91847	6.127	49.014	11.628	61637	12.8	42.015	1396	429.4	479.9	46.6	0.698	192	96	my8021.c15b40
-
7899	16231	247	1590	13369	0.015	0.098	1.693	67710	51.2	4.172	505	239.2	242.2	42.6	0.096	2062	1854	rx56.c7b40
7899	15941	481	4571	16248	0.030	0.287	2.057	66955	52.5	4.200	527	107.0	110.0	42.8	0.283	2014	1838	rx56.c8b40
-
7899	1791	9035	76246	52122	5.044	42.565	6.599	27469	13.7	15.335	1224	409.2	448.8	0.0	0.389	224	112	pg123.c8b40part8
-
7895	180	9000	144002	57043	49.918	798.681	7.225	25294	7.6	140.289	6744	332.4	367.0	44.4	1.557	16	16	my5731.c14b40part8
7890	182	9078	145244	56292	49.960	799.361	7.134	31967	7.7	175.934	6780	331.4	366.0	44.1	3.031	16	0	my8018.c14b40part8
7895	186	9264	148219	56708	49.832	797.307	7.183	33018	7.8	177.610	6713	331.4	366.0	44.3	3.223	16	16	my8020.c14b40part8
7899	181	9019	144302	56157	49.938	799.015	7.109	32269	8.3	178.677	7353	331.4	366.0	44.3	2.692	16	0	my8021.c14b40part8
-
7895	242	10443	83542	38383	43.170	345.359	4.862	29774	7.2	123.083	4762	341.9	376.5	46.4	1.925	32	0	my5731.c15b40part8
7899	247	10663	85301	38201	43.133	345.068	4.836	38907	7.6	157.392	4919	336.9	371.5	47.0	2.570	32	16	my8018.c15b40part8
7890	256	10959	87670	38113	42.891	343.131	4.830	40730	8.0	159.412	5010	336.9	371.6	47.3	2.482	32	16	my8020.c15b40part8
7890	242	10433	83463	37849	43.147	345.173	4.797	39673	7.8	164.072	5161	336.9	371.6	46.6	2.366	32	16	my8021.c15b40part8
-
2853	3583	11670	94210	83045	3.257	26.295	29.112	39213	18.3	10.945	817	402.4	442.5	0.0	0.439	416	224	pg123.c8b40vac0
3635	27304	5133	41894	96171	0.188	1.534	26.454	108626	54.9	3.978	322	402.5	442.5	0.0	0.035	3564	2877	pg123.c8b40vac1

l.i0

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	98.712	1.269	0.016	0.003	nonzero	0.000	0.000	0.000	0.332	pg120.c8b40
0.000	0.000	98.711	1.272	0.014	0.002	nonzero	0.000	0.000	0.000	0.574	pg123.c8b40
-
0.000	0.000	98.761	0.985	0.194	0.033	0.028	0.000	0.000	0.000	0.458	my5731.c14b40
0.000	0.000	96.666	3.071	0.210	0.046	0.007	0.000	0.000	0.000	0.485	my8018.c14b40
0.000	0.000	96.744	3.016	0.201	0.021	0.018	0.000	0.000	0.000	0.403	my8020.c14b40
0.000	0.000	96.681	3.081	0.200	0.020	0.018	0.000	0.000	0.000	0.431	my8021.c14b40
-
0.000	0.000	98.641	1.106	0.187	0.018	0.037	0.011	0.000	0.000	3.923	my5731.c15b40
0.000	0.000	96.376	3.367	0.207	0.030	0.020	0.000	0.000	0.000	0.693	my8018.c15b40
0.000	0.000	96.570	3.183	0.208	0.020	0.019	0.000	0.000	0.000	0.421	my8020.c15b40
0.000	0.000	96.520	3.229	0.211	0.020	0.019	0.000	0.000	0.000	0.391	my8021.c15b40
-
0.000	0.000	96.282	3.684	0.006	0.005	0.023	0.000	0.000	0.000	0.508	rx56.c7b40
0.000	0.000	96.907	3.059	0.006	0.011	0.017	0.000	0.000	0.000	0.628	rx56.c8b40
-
0.000	0.000	98.773	1.213	0.011	0.003	nonzero	0.000	0.000	0.000	0.577	pg123.c8b40part8
-
0.000	0.000	98.660	1.137	0.174	0.023	0.006	0.000	0.000	0.000	0.462	my5731.c14b40part8
0.000	0.000	96.582	3.161	0.184	0.057	0.015	0.000	0.000	0.000	0.647	my8018.c14b40part8
0.000	0.000	96.499	3.282	0.182	0.021	0.016	0.000	0.000	0.000	0.372	my8020.c14b40part8
0.000	0.000	96.442	3.336	0.186	0.022	0.014	0.000	0.000	0.000	0.459	my8021.c14b40part8
-
0.000	0.000	98.712	1.015	0.181	0.023	0.024	0.021	0.024	0.000	7.388	my5731.c15b40part8
0.000	0.000	96.051	3.674	0.188	0.031	0.019	0.014	0.023	0.000	9.926	my8018.c15b40part8
0.000	0.000	96.275	3.487	0.200	0.019	0.019	0.000	0.000	0.000	0.457	my8020.c15b40part8
0.000	0.000	95.910	3.851	0.202	0.020	0.017	0.000	0.000	0.000	0.446	my8021.c15b40part8
-
0.000	0.000	98.755	1.232	0.011	0.002	nonzero	0.000	0.000	0.000	0.579	pg123.c8b40vac0
0.000	0.000	98.766	1.220	0.012	0.002	nonzero	0.000	0.000	0.000	0.564	pg123.c8b40vac1

l.x

TODO - determine whether there is data for create index response time


l.i1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.858	98.608	0.534	nonzero	0.001	0.000	4.096	pg120.c8b40
0.000	0.000	0.000	0.000	0.710	98.780	0.509	nonzero	0.000	0.000	1.430	pg123.c8b40
-
0.000	0.000	0.051	74.118	15.589	5.758	4.452	0.033	0.000	0.000	3.497	my5731.c14b40
0.000	0.000	0.001	74.746	15.088	5.896	4.246	0.023	0.000	0.000	1.825	my8018.c14b40
0.000	0.000	0.000	76.642	13.346	5.812	4.162	0.038	0.000	0.000	2.285	my8020.c14b40
0.000	0.000	0.000	76.977	12.960	5.910	4.127	0.026	0.000	0.000	2.135	my8021.c14b40
-
0.000	0.000	1.677	59.474	20.611	11.621	6.599	0.017	0.000	0.000	2.445	my5731.c15b40
0.000	0.000	0.210	61.849	19.739	11.735	6.419	0.049	0.000	0.000	3.167	my8018.c15b40
0.000	0.000	0.086	62.337	19.350	11.890	6.296	0.041	0.000	0.000	2.237	my8020.c15b40
0.000	0.000	0.003	62.492	19.995	11.705	5.786	0.019	0.000	0.000	1.912	my8021.c15b40
-
0.000	0.000	72.608	27.349	0.029	0.002	0.013	0.000	0.000	0.000	0.495	rx56.c7b40
0.000	0.000	70.382	29.570	0.034	0.003	0.012	0.000	0.000	0.000	0.379	rx56.c8b40
-
0.000	0.000	93.931	4.102	1.710	0.255	0.002	0.000	0.000	0.000	0.562	pg123.c8b40part8
-
0.000	0.000	97.663	1.536	0.726	0.072	0.003	0.000	0.000	0.000	0.423	my5731.c14b40part8
0.000	0.000	95.260	3.893	0.754	0.092	0.002	0.000	0.000	0.000	0.372	my8018.c14b40part8
0.000	0.000	94.863	4.574	0.409	0.125	0.028	0.001	0.000	0.000	3.141	my8020.c14b40part8
0.000	0.000	94.408	5.038	0.405	0.127	0.021	nonzero	0.000	0.000	1.887	my8021.c14b40part8
-
0.000	0.000	97.080	2.339	0.538	0.041	0.002	0.000	0.000	0.000	0.362	my5731.c15b40part8
0.000	0.000	93.942	5.395	0.609	0.052	0.002	0.000	0.000	0.000	0.328	my8018.c15b40part8
0.000	0.000	94.031	5.286	0.441	0.199	0.042	0.000	0.000	0.000	0.956	my8020.c15b40part8
0.000	0.000	93.336	5.954	0.434	0.226	0.049	nonzero	0.000	0.000	1.399	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	2.194	97.689	0.117	nonzero	0.000	0.000	1.477	pg123.c8b40vac0
0.000	0.000	0.000	0.000	1.625	98.219	0.156	0.001	0.000	0.000	3.861	pg123.c8b40vac1

q100.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
94.453	5.432	0.113	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	pg120.c8b40
94.173	5.719	0.106	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.023	pg123.c8b40
-
0.062	43.276	3.196	51.180	2.193	0.085	0.008	nonzero	0.000	0.000	1.289	my5731.c14b40
0.006	43.360	3.381	51.119	2.062	0.069	0.003	0.000	0.000	0.000	0.765	my8018.c14b40
0.005	43.367	3.199	50.973	2.363	0.088	0.005	0.000	0.000	0.000	0.942	my8020.c14b40
0.007	43.379	3.395	50.732	2.380	0.102	0.006	0.000	0.000	0.000	0.820	my8021.c14b40
-
0.040	54.373	0.764	42.982	1.789	0.048	0.004	nonzero	0.000	0.000	1.240	my5731.c15b40
0.009	54.410	0.829	42.550	2.119	0.078	0.005	0.000	0.000	0.000	0.875	my8018.c15b40
0.007	53.953	0.765	42.425	2.711	0.129	0.010	nonzero	0.000	0.000	1.056	my8020.c15b40
0.005	54.472	0.767	42.869	1.824	0.058	0.004	0.000	0.000	0.000	0.887	my8021.c15b40
-
0.000	99.972	0.027	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.052	rx56.c7b40
0.000	99.978	0.021	nonzero	nonzero	0.000	0.000	0.000	0.000	0.000	0.017	rx56.c8b40
-
0.000	65.950	1.445	31.256	1.297	0.052	nonzero	0.000	0.000	0.000	0.455	pg123.c8b40part8
-
0.000	33.731	0.829	4.600	38.080	22.611	0.138	0.013	0.000	0.000	2.509	my5731.c14b40part8
0.000	34.028	0.938	5.127	42.980	16.891	0.036	nonzero	0.000	0.000	1.054	my8018.c14b40part8
0.000	33.898	0.869	4.879	41.211	18.969	0.146	0.029	0.000	0.000	3.883	my8020.c14b40part8
0.000	33.887	0.932	4.933	41.600	18.488	0.130	0.030	0.000	0.000	3.996	my8021.c14b40part8
-
0.000	37.650	0.681	6.974	50.536	4.072	0.081	0.005	0.000	0.000	2.129	my5731.c15b40part8
0.000	37.539	0.644	6.746	49.797	5.135	0.133	0.007	0.000	0.000	2.826	my8018.c15b40part8
0.000	37.671	0.695	7.269	51.252	3.036	0.066	0.010	0.000	0.000	2.732	my8020.c15b40part8
0.000	37.475	0.698	7.072	51.300	3.385	0.067	0.004	0.000	0.000	2.132	my8021.c15b40part8
-
62.841	24.681	2.292	9.673	0.501	0.012	nonzero	0.000	0.000	0.000	0.425	pg123.c8b40vac0
94.930	4.959	0.109	0.002	nonzero	0.000	0.000	0.000	0.000	0.000	0.021	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.608	98.743	0.649	0.000	0.000	0.000	0.806	pg120.c8b40
0.000	0.000	0.000	0.000	0.389	98.601	1.010	0.000	0.000	0.000	0.989	pg123.c8b40
-
0.000	0.000	0.003	56.653	42.174	1.167	0.003	0.000	0.000	0.000	0.275	my5731.c14b40
0.000	0.000	0.000	83.229	16.278	0.493	0.000	0.000	0.000	0.000	0.201	my8018.c14b40
0.000	0.000	0.000	70.569	28.778	0.653	0.000	0.000	0.000	0.000	0.222	my8020.c14b40
0.000	0.000	0.000	56.965	42.069	0.965	0.000	0.000	0.000	0.000	0.217	my8021.c14b40
-
0.000	0.000	0.000	2.413	89.729	7.674	0.184	0.000	0.000	0.000	0.458	my5731.c15b40
0.000	0.000	0.000	21.736	72.472	5.674	0.118	0.000	0.000	0.000	0.507	my8018.c15b40
0.000	0.000	0.000	28.729	65.264	5.924	0.083	0.000	0.000	0.000	0.526	my8020.c15b40
0.000	0.000	0.000	17.372	76.858	5.590	0.181	0.000	0.000	0.000	0.556	my8021.c15b40
-
0.000	0.000	98.340	1.611	0.049	0.000	0.000	0.000	0.000	0.000	0.033	rx56.c7b40
0.000	0.000	97.705	2.285	0.010	0.000	0.000	0.000	0.000	0.000	0.026	rx56.c8b40
-
0.000	0.000	0.000	0.000	36.722	62.983	0.295	0.000	0.000	0.000	0.587	pg123.c8b40part8
-
0.000	0.000	19.038	78.677	2.059	0.212	0.007	0.007	0.000	0.000	1.970	my5731.c14b40part8
0.000	0.000	7.247	91.201	1.441	0.111	0.000	0.000	0.000	0.000	0.222	my8018.c14b40part8
0.000	0.000	3.781	94.045	1.785	0.302	0.076	0.010	0.000	0.000	2.079	my8020.c14b40part8
0.000	0.000	2.479	95.517	1.618	0.253	0.104	0.028	0.000	0.000	2.105	my8021.c14b40part8
-
0.000	0.000	19.677	77.778	2.274	0.250	0.021	0.000	0.000	0.000	0.881	my5731.c15b40part8
0.000	0.000	6.010	91.656	1.938	0.319	0.066	0.010	0.000	0.000	3.137	my8018.c15b40part8
0.000	0.000	2.847	94.934	1.913	0.240	0.062	0.003	0.000	0.000	1.078	my8020.c15b40part8
0.000	0.000	0.854	96.833	2.042	0.205	0.062	0.003	0.000	0.000	1.629	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.000	98.653	1.347	0.000	0.000	0.000	0.706	pg123.c8b40vac0
0.000	0.000	0.000	0.000	1.427	98.191	0.382	0.000	0.000	0.000	0.563	pg123.c8b40vac1

q200.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
90.457	9.346	0.194	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.027	pg120.c8b40
89.917	9.887	0.194	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.026	pg123.c8b40
-
0.080	43.364	3.523	50.513	2.431	0.080	0.009	0.001	0.000	0.000	1.520	my5731.c14b40
0.007	43.491	3.805	50.581	2.027	0.083	0.007	0.000	0.000	0.000	0.747	my8018.c14b40
0.005	43.338	3.640	50.381	2.521	0.107	0.007	nonzero	0.000	0.000	1.101	my8020.c14b40
0.006	43.439	3.944	50.192	2.338	0.078	0.004	0.000	0.000	0.000	0.957	my8021.c14b40
-
0.071	56.098	1.028	41.465	1.293	0.042	0.003	nonzero	0.000	0.000	1.598	my5731.c15b40
0.013	56.327	1.227	41.161	1.211	0.054	0.006	0.000	0.000	0.000	0.835	my8018.c15b40
0.012	55.984	0.933	40.407	2.523	0.132	0.010	0.000	0.000	0.000	0.901	my8020.c15b40
0.009	56.200	1.124	41.289	1.323	0.051	0.004	0.000	0.000	0.000	0.918	my8021.c15b40
-
0.000	99.962	0.037	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	rx56.c7b40
0.000	99.970	0.029	0.001	nonzero	0.000	0.000	0.000	0.000	0.000	0.018	rx56.c8b40
-
0.000	63.086	1.420	34.021	1.404	0.068	0.001	0.000	0.000	0.000	0.493	pg123.c8b40part8
-
0.000	32.760	0.789	4.383	40.259	21.666	0.129	0.014	0.000	0.000	2.378	my5731.c14b40part8
0.000	32.953	0.883	4.725	45.070	16.314	0.048	0.006	0.000	0.000	1.799	my8018.c14b40part8
0.000	32.886	0.876	4.665	44.559	16.907	0.092	0.015	0.000	0.000	3.978	my8020.c14b40part8
0.000	32.749	0.888	4.664	43.682	17.910	0.097	0.009	0.000	0.000	3.175	my8021.c14b40part8
-
0.000	37.226	0.594	6.599	51.686	3.808	0.086	0.001	0.000	0.000	1.610	my5731.c15b40part8
0.000	37.079	0.566	6.149	50.495	5.580	0.121	0.010	0.000	0.000	2.608	my8018.c15b40part8
0.000	37.019	0.640	6.900	52.547	2.816	0.067	0.011	0.000	0.000	3.356	my8020.c15b40part8
0.000	37.064	0.607	6.551	51.642	4.043	0.081	0.012	0.000	0.000	2.644	my8021.c15b40part8
-
50.642	33.532	2.726	12.366	0.725	0.008	nonzero	0.000	0.000	0.000	0.285	pg123.c8b40vac0
90.606	9.195	0.196	0.003	nonzero	0.000	0.000	0.000	0.000	0.000	0.025	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.469	99.285	0.233	0.005	0.009	0.000	4.021	pg120.c8b40
0.000	0.000	0.000	0.000	0.260	99.330	0.410	0.000	0.000	0.000	0.726	pg123.c8b40
-
0.000	0.000	0.269	98.436	1.210	0.083	0.002	0.000	0.000	0.000	0.349	my5731.c14b40
0.000	0.000	0.030	99.009	0.931	0.031	0.000	0.000	0.000	0.000	0.150	my8018.c14b40
0.000	0.000	0.003	98.856	1.116	0.024	0.000	0.000	0.000	0.000	0.114	my8020.c14b40
0.000	0.000	0.000	98.396	1.569	0.035	0.000	0.000	0.000	0.000	0.206	my8021.c14b40
-
0.000	0.000	0.003	71.227	28.391	0.363	0.016	0.000	0.000	0.000	0.657	my5731.c15b40
0.000	0.000	0.000	88.943	10.595	0.460	0.002	0.000	0.000	0.000	0.277	my8018.c15b40
0.000	0.000	0.000	81.583	17.476	0.931	0.010	0.000	0.000	0.000	0.500	my8020.c15b40
0.000	0.000	0.000	69.767	29.701	0.528	0.003	0.000	0.000	0.000	0.322	my8021.c15b40
-
0.000	0.000	93.679	6.269	0.052	0.000	0.000	0.000	0.000	0.000	0.039	rx56.c7b40
0.000	0.000	93.146	6.790	0.064	0.000	0.000	0.000	0.000	0.000	0.024	rx56.c8b40
-
0.000	0.000	0.000	0.000	79.156	20.667	0.177	0.000	0.000	0.000	0.444	pg123.c8b40part8
-
0.000	0.000	37.425	60.337	1.896	0.283	0.052	0.007	0.000	0.000	1.693	my5731.c14b40part8
0.000	0.000	23.003	75.464	1.365	0.139	0.030	0.000	0.000	0.000	0.937	my8018.c14b40part8
0.000	0.000	14.451	83.955	1.347	0.193	0.045	0.009	0.000	0.000	1.804	my8020.c14b40part8
0.000	0.000	10.217	88.168	1.375	0.226	0.005	0.009	0.000	0.000	2.151	my8021.c14b40part8
-
0.000	0.000	14.071	82.516	3.042	0.339	0.033	0.000	0.000	0.000	0.453	my5731.c15b40part8
0.000	0.000	3.057	92.661	3.667	0.531	0.068	0.016	0.000	0.000	1.376	my8018.c15b40part8
0.000	0.000	3.276	93.793	2.510	0.339	0.075	0.007	0.000	0.000	1.316	my8020.c15b40part8
0.000	0.000	0.818	95.505	3.097	0.438	0.104	0.038	0.000	0.000	1.876	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.000	99.545	0.455	0.000	0.000	0.000	0.878	pg123.c8b40vac0
0.000	0.000	0.000	0.000	0.349	99.474	0.177	0.000	0.000	0.000	0.509	pg123.c8b40vac1

q400.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
78.400	21.158	0.434	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg120.c8b40
77.423	22.149	0.419	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	pg123.c8b40
-
0.052	42.680	3.549	51.503	2.157	0.056	0.004	0.000	0.000	0.000	0.886	my5731.c14b40
0.005	42.719	3.668	51.210	2.317	0.077	0.004	0.000	0.000	0.000	0.683	my8018.c14b40
0.004	42.720	3.622	51.286	2.282	0.082	0.005	0.000	0.000	0.000	0.861	my8020.c14b40
0.004	42.701	3.670	51.052	2.465	0.103	0.006	0.000	0.000	0.000	0.638	my8021.c14b40
-
0.045	54.037	1.174	43.455	1.247	0.037	0.004	nonzero	0.000	0.000	1.555	my5731.c15b40
0.010	54.022	1.252	42.842	1.784	0.083	0.007	0.000	0.000	0.000	0.771	my8018.c15b40
0.007	53.766	1.073	42.335	2.641	0.163	0.015	nonzero	0.000	0.000	1.265	my8020.c15b40
0.006	54.082	1.140	43.356	1.361	0.050	0.005	nonzero	0.000	0.000	1.007	my8021.c15b40
-
0.000	99.910	0.081	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.049	rx56.c7b40
0.000	99.907	0.082	0.011	nonzero	0.000	0.000	0.000	0.000	0.000	0.022	rx56.c8b40
-
0.000	59.425	1.199	37.882	1.444	0.049	0.001	0.000	0.000	0.000	0.493	pg123.c8b40part8
-
0.000	30.073	0.790	3.877	44.405	20.712	0.133	0.009	0.000	0.000	1.886	my5731.c14b40part8
0.000	30.232	0.862	4.102	47.296	17.450	0.052	0.006	0.000	0.000	3.135	my8018.c14b40part8
0.000	30.037	0.847	3.896	45.047	20.043	0.114	0.015	0.000	0.000	2.729	my8020.c14b40part8
0.000	29.869	0.891	3.886	45.374	19.844	0.122	0.014	0.000	0.000	1.987	my8021.c14b40part8
-
0.000	36.250	0.480	5.542	53.628	3.979	0.109	0.012	0.000	0.000	2.693	my5731.c15b40part8
0.000	36.122	0.493	5.281	52.490	5.469	0.136	0.008	0.000	0.000	2.834	my8018.c15b40part8
0.000	36.182	0.546	5.774	53.940	3.470	0.080	0.009	0.000	0.000	2.903	my8020.c15b40part8
0.000	36.364	0.514	5.649	53.286	4.091	0.081	0.015	0.000	0.000	3.589	my8021.c15b40part8
-
33.124	45.461	3.282	16.528	1.583	0.023	nonzero	0.000	0.000	0.000	0.451	pg123.c8b40vac0
79.051	20.529	0.411	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.032	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.115	99.171	0.714	0.000	0.000	0.000	0.715	pg120.c8b40
0.000	0.000	0.000	0.000	0.192	99.668	0.140	0.001	0.000	0.000	1.000	pg123.c8b40
-
0.000	0.000	0.249	97.364	2.352	0.036	0.000	0.000	0.000	0.000	0.175	my5731.c14b40
0.000	0.000	0.015	97.803	2.120	0.062	0.000	0.000	0.000	0.000	0.147	my8018.c14b40
0.000	0.000	0.016	97.712	2.220	0.052	0.000	0.000	0.000	0.000	0.145	my8020.c14b40
0.000	0.000	0.000	98.320	1.611	0.068	0.001	0.000	0.000	0.000	0.280	my8021.c14b40
-
0.000	0.000	0.062	95.139	4.182	0.595	0.021	0.000	0.000	0.000	0.876	my5731.c15b40
0.000	0.000	0.001	93.560	5.744	0.644	0.051	0.000	0.000	0.000	0.956	my8018.c15b40
0.000	0.000	0.000	93.050	5.819	1.006	0.114	0.011	0.000	0.000	2.284	my8020.c15b40
0.000	0.000	0.000	94.592	4.871	0.497	0.040	0.000	0.000	0.000	0.954	my8021.c15b40
-
0.000	0.000	90.497	9.418	0.085	0.000	0.000	0.000	0.000	0.000	0.038	rx56.c7b40
0.000	0.000	90.530	9.368	0.102	0.000	0.000	0.000	0.000	0.000	0.037	rx56.c8b40
-
0.000	0.000	0.000	27.054	71.033	1.905	0.008	0.000	0.000	0.000	0.394	pg123.c8b40part8
-
0.000	0.000	33.622	63.317	2.590	0.414	0.055	0.002	0.000	0.000	1.112	my5731.c14b40part8
0.000	0.000	13.366	83.962	2.383	0.260	0.027	0.003	0.000	0.000	1.479	my8018.c14b40part8
0.000	0.000	11.357	85.941	2.344	0.342	0.016	0.000	0.000	0.000	0.718	my8020.c14b40part8
0.000	0.000	5.433	91.457	2.680	0.381	0.049	0.001	0.000	0.000	1.192	my8021.c14b40part8
-
0.000	0.000	14.273	80.828	4.112	0.645	0.138	0.003	0.000	0.000	1.847	my5731.c15b40part8
0.000	0.000	7.352	87.648	4.353	0.560	0.083	0.003	0.000	0.000	1.880	my8018.c15b40part8
0.000	0.000	2.638	92.757	4.094	0.410	0.092	0.010	0.000	0.000	1.796	my8020.c15b40part8
0.000	0.000	7.400	89.290	2.855	0.323	0.096	0.036	0.000	0.000	2.656	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.000	99.503	0.497	0.000	0.000	0.000	0.823	pg123.c8b40vac0
0.000	0.000	0.000	0.000	0.130	99.671	0.199	0.000	0.000	0.000	0.668	pg123.c8b40vac1

q600.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
74.976	24.491	0.524	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.130	pg120.c8b40
73.710	25.759	0.523	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.052	pg123.c8b40
-
0.032	41.921	3.108	51.853	3.011	0.070	0.004	nonzero	0.000	0.000	1.327	my5731.c14b40
0.004	41.899	3.201	51.674	3.097	0.117	0.007	0.000	0.000	0.000	0.705	my8018.c14b40
0.002	42.046	3.465	52.280	2.150	0.055	0.003	0.000	0.000	0.000	0.832	my8020.c14b40
0.003	41.879	3.266	51.307	3.391	0.147	0.008	0.000	0.000	0.000	0.872	my8021.c14b40
-
0.029	51.205	1.105	45.351	2.247	0.059	0.005	nonzero	0.000	0.000	1.308	my5731.c15b40
0.006	51.166	1.108	45.614	2.032	0.068	0.005	0.000	0.000	0.000	0.941	my8018.c15b40
0.003	50.806	1.102	44.966	2.973	0.139	0.010	nonzero	0.000	0.000	1.428	my8020.c15b40
0.003	51.277	1.162	45.835	1.672	0.045	0.005	0.000	0.000	0.000	0.978	my8021.c15b40
-
0.000	99.826	0.159	0.015	nonzero	0.000	0.000	0.000	0.000	0.000	0.028	rx56.c7b40
0.000	99.778	0.202	0.020	nonzero	nonzero	0.000	0.000	0.000	0.000	0.241	rx56.c8b40
-
0.000	56.506	1.047	40.723	1.660	0.062	0.001	0.000	0.000	0.000	0.472	pg123.c8b40part8
-
0.000	28.175	0.839	3.229	37.735	29.827	0.185	0.010	0.000	0.000	2.908	my5731.c14b40part8
0.000	28.410	1.005	3.518	45.014	21.963	0.070	0.020	0.000	0.000	3.795	my8018.c14b40part8
0.000	28.303	1.009	3.543	44.779	22.284	0.071	0.010	0.000	0.000	2.478	my8020.c14b40part8
0.000	28.133	0.997	3.391	43.808	23.472	0.173	0.026	0.000	0.000	2.764	my8021.c14b40part8
-
0.000	35.531	0.548	4.695	53.963	5.159	0.094	0.009	0.000	0.000	2.527	my5731.c15b40part8
0.000	35.268	0.573	4.473	52.805	6.720	0.146	0.015	0.000	0.000	3.302	my8018.c15b40part8
0.000	35.410	0.633	4.888	54.513	4.482	0.067	0.007	0.000	0.000	2.553	my8020.c15b40part8
0.000	35.486	0.579	4.475	52.815	6.513	0.113	0.019	0.000	0.000	3.372	my8021.c15b40part8
-
33.800	44.874	3.303	16.515	1.486	0.022	nonzero	0.000	0.000	0.000	0.438	pg123.c8b40vac0
74.356	25.157	0.480	0.006	nonzero	0.000	0.000	0.000	0.000	0.000	0.049	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.019	99.501	0.481	0.000	0.000	0.000	0.816	pg120.c8b40
0.000	0.000	0.000	0.000	0.042	99.768	0.190	0.000	0.000	0.000	0.912	pg123.c8b40
-
0.000	0.000	0.108	94.604	5.212	0.077	0.000	0.000	0.000	0.000	0.204	my5731.c14b40
0.000	0.000	0.002	94.984	4.841	0.173	0.000	0.000	0.000	0.000	0.250	my8018.c14b40
0.000	0.000	0.008	97.522	2.409	0.061	0.000	0.000	0.000	0.000	0.129	my8020.c14b40
0.000	0.000	0.000	93.300	6.519	0.181	0.000	0.000	0.000	0.000	0.176	my8021.c14b40
-
0.000	0.000	0.344	85.152	12.586	1.861	0.052	0.006	0.000	0.000	1.971	my5731.c15b40
0.000	0.000	0.005	87.799	10.387	1.698	0.109	0.002	0.000	0.000	1.011	my8018.c15b40
0.000	0.000	0.000	84.670	12.742	2.393	0.188	0.008	0.000	0.000	1.819	my8020.c15b40
0.000	0.000	0.000	83.306	14.791	1.808	0.094	0.000	0.000	0.000	0.866	my8021.c15b40
-
0.000	0.000	75.891	23.750	0.359	0.001	0.000	0.000	0.000	0.000	0.072	rx56.c7b40
0.000	0.000	78.630	20.830	0.539	0.001	0.000	0.000	0.000	0.000	0.066	rx56.c8b40
-
0.000	0.000	0.627	73.907	24.963	0.499	0.003	0.000	0.000	0.000	0.372	pg123.c8b40part8
-
0.000	0.000	37.844	59.290	2.491	0.333	0.035	0.007	0.000	0.000	2.413	my5731.c14b40part8
0.000	0.000	17.692	80.223	1.810	0.231	0.031	0.012	0.000	0.000	2.041	my8018.c14b40part8
0.000	0.000	2.142	95.196	2.399	0.237	0.027	0.000	0.000	0.000	0.947	my8020.c14b40part8
0.000	0.000	6.102	91.540	1.960	0.312	0.081	0.005	0.000	0.000	1.671	my8021.c14b40part8
-
0.000	0.000	18.021	78.042	3.472	0.413	0.048	0.005	0.000	0.000	2.286	my5731.c15b40part8
0.000	0.000	8.584	86.685	3.966	0.625	0.118	0.021	0.000	0.000	2.374	my8018.c15b40part8
0.000	0.000	2.942	92.850	3.765	0.380	0.056	0.008	0.000	0.000	3.053	my8020.c15b40part8
0.000	0.000	4.835	91.303	3.275	0.461	0.108	0.018	0.000	0.000	2.164	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.000	99.546	0.454	0.000	0.000	0.000	0.795	pg123.c8b40vac0
0.000	0.000	0.000	0.000	0.033	99.682	0.285	0.000	0.000	0.000	0.588	pg123.c8b40vac1

q800.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
73.651	25.821	0.519	0.009	nonzero	0.000	0.000	nonzero	0.000	0.000	1.032	pg120.c8b40
72.555	26.931	0.505	0.008	nonzero	0.000	0.000	0.000	0.000	0.000	0.039	pg123.c8b40
-
0.028	41.061	2.635	51.029	5.175	0.069	0.004	0.000	0.000	0.000	0.676	my5731.c14b40
0.003	41.098	2.725	51.408	4.643	0.118	0.004	0.000	0.000	0.000	0.705	my8018.c14b40
0.002	41.162	2.911	52.835	3.002	0.084	0.005	0.000	0.000	0.000	0.726	my8020.c14b40
0.002	41.079	2.860	52.530	3.395	0.127	0.006	0.000	0.000	0.000	0.836	my8021.c14b40
-
0.022	49.089	0.850	45.005	4.976	0.056	0.002	0.000	0.000	0.000	0.604	my5731.c15b40
0.006	49.102	0.984	45.425	4.368	0.108	0.008	0.000	0.000	0.000	0.828	my8018.c15b40
0.003	48.954	0.845	45.180	4.849	0.158	0.011	0.000	0.000	0.000	0.931	my8020.c15b40
0.002	49.283	0.883	45.912	3.852	0.063	0.005	nonzero	0.000	0.000	1.039	my8021.c15b40
-
0.000	99.691	0.290	0.019	nonzero	nonzero	0.000	0.000	0.000	0.000	0.065	rx56.c7b40
0.000	99.579	0.394	0.027	nonzero	nonzero	0.000	0.000	0.000	0.000	0.095	rx56.c8b40
-
0.000	51.809	0.981	44.523	2.620	0.068	nonzero	0.000	0.000	0.000	0.346	pg123.c8b40part8
-
0.000	27.049	0.863	3.194	38.698	30.023	0.160	0.013	0.000	0.000	2.798	my5731.c14b40part8
0.000	27.131	0.970	3.294	43.000	25.468	0.117	0.019	0.000	0.000	3.575	my8018.c14b40part8
0.000	27.217	0.972	3.332	44.266	24.062	0.125	0.027	nonzero	0.000	4.101	my8020.c14b40part8
0.000	27.185	0.933	3.199	39.537	29.016	0.111	0.019	0.000	0.000	3.082	my8021.c14b40part8
-
0.000	35.145	0.650	4.264	53.157	6.686	0.097	0.002	0.000	0.000	1.265	my5731.c15b40part8
0.000	35.023	0.682	4.115	51.478	8.501	0.185	0.016	0.000	0.000	3.161	my8018.c15b40part8
0.000	35.151	0.731	4.666	54.557	4.812	0.073	0.011	0.000	0.000	2.166	my8020.c15b40part8
0.000	35.057	0.678	4.244	52.066	7.773	0.156	0.027	0.000	0.000	2.837	my8021.c15b40part8
-
32.935	46.203	3.144	16.237	1.458	0.021	nonzero	0.000	0.000	0.000	0.325	pg123.c8b40vac0
73.744	25.786	0.464	0.007	nonzero	nonzero	0.000	0.000	0.000	0.000	0.121	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.085	99.680	0.232	0.003	0.000	0.000	1.443	pg120.c8b40
0.000	0.000	0.000	0.000	0.147	99.672	0.181	0.000	0.000	0.000	0.734	pg123.c8b40
-
0.000	0.000	0.023	92.497	7.391	0.089	0.001	0.000	0.000	0.000	0.375	my5731.c14b40
0.000	0.000	0.001	92.872	6.992	0.134	nonzero	0.000	0.000	0.000	0.335	my8018.c14b40
0.000	0.000	nonzero	94.932	4.985	0.082	nonzero	0.000	0.000	0.000	0.273	my8020.c14b40
0.000	0.000	0.000	93.883	5.998	0.119	nonzero	0.000	0.000	0.000	0.327	my8021.c14b40
-
0.000	0.000	1.981	87.386	9.246	1.349	0.034	0.003	0.000	0.000	1.429	my5731.c15b40
0.000	0.000	0.024	88.503	9.794	1.582	0.096	0.001	0.000	0.000	1.047	my8018.c15b40
0.000	0.000	0.004	87.901	10.174	1.773	0.146	0.002	0.000	0.000	1.726	my8020.c15b40
0.000	0.000	0.000	88.185	10.212	1.533	0.069	0.000	0.000	0.000	0.948	my8021.c15b40
-
0.000	0.000	45.118	54.210	0.673	0.000	0.000	0.000	0.000	0.000	0.051	rx56.c7b40
0.000	0.000	44.322	54.601	1.074	0.003	0.000	0.000	0.000	0.000	0.072	rx56.c8b40
-
0.000	0.000	0.692	57.375	41.135	0.795	0.003	0.000	0.000	0.000	0.361	pg123.c8b40part8
-
0.000	0.000	50.019	48.956	0.881	0.128	0.013	0.003	0.000	0.000	1.683	my5731.c14b40part8
0.000	0.000	19.411	79.535	0.909	0.125	0.018	0.002	0.000	0.000	1.481	my8018.c14b40part8
0.000	0.000	16.464	82.734	0.652	0.114	0.032	0.004	0.000	0.000	1.298	my8020.c14b40part8
0.000	0.000	11.045	88.198	0.624	0.109	0.019	0.004	0.000	0.000	1.829	my8021.c14b40part8
-
0.000	0.000	28.295	69.628	1.758	0.292	0.027	0.001	0.000	0.000	1.367	my5731.c15b40part8
0.000	0.000	29.086	68.954	1.581	0.303	0.061	0.015	0.000	0.000	2.036	my8018.c15b40part8
0.000	0.000	8.752	89.649	1.335	0.229	0.032	0.003	0.000	0.000	1.697	my8020.c15b40part8
0.000	0.000	5.146	92.799	1.609	0.343	0.083	0.020	0.000	0.000	2.425	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	0.001	99.572	0.426	0.000	0.000	0.000	0.833	pg123.c8b40vac0
0.000	0.000	0.000	0.000	0.073	99.713	0.214	0.000	0.000	0.000	0.712	pg123.c8b40vac1

q1000.2

Query response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
75.415	24.034	0.542	0.009	nonzero	nonzero	0.000	0.000	0.000	0.000	0.174	pg120.c8b40
73.067	26.373	0.551	0.009	nonzero	0.000	0.000	0.000	0.000	0.000	0.029	pg123.c8b40
-
0.019	39.874	1.769	46.973	11.268	0.089	0.007	nonzero	0.000	0.000	1.358	my5731.c14b40
0.002	39.859	1.843	47.346	10.794	0.148	0.008	nonzero	0.000	0.000	1.098	my8018.c14b40
0.002	40.028	2.083	49.808	7.944	0.129	0.007	0.000	0.000	0.000	0.728	my8020.c14b40
0.002	39.944	2.058	49.547	8.307	0.131	0.012	0.000	0.000	0.000	0.941	my8021.c14b40
-
0.020	47.474	0.782	44.582	7.099	0.040	0.003	nonzero	0.000	0.000	1.204	my5731.c15b40
0.004	47.502	0.821	45.248	6.358	0.062	0.006	nonzero	0.000	0.000	1.443	my8018.c15b40
0.002	47.380	0.837	45.202	6.461	0.111	0.006	0.000	0.000	0.000	0.715	my8020.c15b40
0.002	47.728	0.817	45.678	5.710	0.060	0.004	0.000	0.000	0.000	0.698	my8021.c15b40
-
0.000	99.551	0.425	0.023	nonzero	nonzero	0.000	0.000	0.000	0.000	0.096	rx56.c7b40
0.000	99.290	0.676	0.034	0.001	nonzero	nonzero	0.000	0.000	0.000	0.283	rx56.c8b40
-
0.000	49.224	0.880	46.543	3.255	0.097	0.001	0.000	0.000	0.000	0.389	pg123.c8b40part8
-
0.000	25.711	0.845	3.116	41.019	29.232	0.073	0.005	0.000	0.000	1.557	my5731.c14b40part8
0.000	25.568	0.949	3.108	44.104	26.145	0.105	0.022	0.000	0.000	3.031	my8018.c14b40part8
0.000	25.906	0.907	3.179	45.511	24.417	0.071	0.010	0.000	0.000	3.223	my8020.c14b40part8
0.000	25.607	0.977	3.038	42.554	27.687	0.120	0.016	0.000	0.000	2.692	my8021.c14b40part8
-
0.000	34.718	0.604	3.988	52.949	7.559	0.172	0.010	0.000	0.000	1.925	my5731.c15b40part8
0.000	34.606	0.676	4.046	53.283	7.279	0.103	0.008	0.000	0.000	2.570	my8018.c15b40part8
0.000	34.678	0.716	4.275	54.740	5.494	0.084	0.014	0.000	0.000	2.482	my8020.c15b40part8
0.000	34.567	0.713	3.959	52.501	8.116	0.135	0.009	0.000	0.000	2.366	my8021.c15b40part8
-
35.158	44.090	3.171	15.956	1.593	0.031	nonzero	0.000	0.000	0.000	0.439	pg123.c8b40vac0
72.867	26.625	0.501	0.007	nonzero	0.000	0.000	0.000	0.000	0.000	0.035	pg123.c8b40vac1

Insert response time histogram

256us	1ms	4ms	16ms	64ms	256ms	1s	4s	16s	gt	max	tag
0.000	0.000	0.000	0.000	0.019	99.460	0.521	0.000	0.000	0.000	0.794	pg120.c8b40
0.000	0.000	0.000	0.000	0.039	99.716	0.245	0.000	0.000	0.000	0.828	pg123.c8b40
-
0.000	0.000	0.016	94.415	5.470	0.095	0.003	nonzero	0.000	0.000	1.725	my5731.c14b40
0.000	0.000	0.000	94.020	5.864	0.112	0.003	0.000	0.000	0.000	0.596	my8018.c14b40
0.000	0.000	0.000	95.816	4.093	0.087	0.003	0.000	0.000	0.000	0.662	my8020.c14b40
0.000	0.000	0.000	96.264	3.639	0.093	0.005	nonzero	0.000	0.000	1.689	my8021.c14b40
-
0.000	0.000	2.406	85.290	11.190	1.057	0.056	0.002	0.000	0.000	1.512	my5731.c15b40
0.000	0.000	0.152	89.433	9.274	1.081	0.056	0.004	0.000	0.000	1.374	my8018.c15b40
0.000	0.000	0.009	86.978	11.499	1.405	0.109	0.001	0.000	0.000	1.050	my8020.c15b40
0.000	0.000	0.000	86.311	12.220	1.402	0.066	0.001	0.000	0.000	1.062	my8021.c15b40
-
0.000	0.000	44.251	54.892	0.857	0.000	0.000	0.000	0.000	0.000	0.064	rx56.c7b40
0.000	0.000	48.027	50.983	0.989	nonzero	0.000	0.000	0.000	0.000	0.067	rx56.c8b40
-
0.000	0.000	1.339	57.698	40.112	0.849	0.003	0.000	0.000	0.000	0.295	pg123.c8b40part8
-
0.000	0.000	26.259	72.666	0.951	0.114	0.010	0.000	0.000	0.000	0.794	my5731.c14b40part8
0.000	0.000	27.232	71.872	0.763	0.108	0.019	0.006	0.000	0.000	3.125	my8018.c14b40part8
0.000	0.000	19.227	80.144	0.535	0.081	0.010	0.001	0.000	0.000	2.405	my8020.c14b40part8
0.000	0.000	2.596	96.614	0.667	0.106	0.016	0.002	0.000	0.000	1.601	my8021.c14b40part8
-
0.000	0.000	28.748	69.009	1.747	0.427	0.066	0.002	0.000	0.000	1.341	my5731.c15b40part8
0.000	0.000	22.176	76.069	1.414	0.305	0.031	0.005	0.000	0.000	1.625	my8018.c15b40part8
0.000	0.000	6.400	91.902	1.342	0.310	0.038	0.007	0.000	0.000	1.894	my8020.c15b40part8
0.000	0.000	6.189	91.808	1.598	0.366	0.037	0.001	0.000	0.000	1.978	my8021.c15b40part8
-
0.000	0.000	0.000	0.000	nonzero	99.302	0.698	nonzero	0.000	0.000	1.088	pg123.c8b40vac0
0.000	0.000	0.000	0.000	0.025	99.866	0.109	0.000	0.000	0.000	0.491	pg123.c8b40vac1