Python Redis clients benchmarks
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README.rst

Python Redis clients benchmarks

Run, either:

$ pip install -r requirements.txt
$ py.test

or, alternatively, run in container:

$ vagga run

Tested libraries

  • aioredis — async mode (hiredis/python parser), parsers implementation;
  • aredis — async mode (hiredis/python parser);
  • asyncio-redis — async mode (hiredis/python parser);
  • redis-py — sync mode (hiredis/python parser), parsers implementation;
  • hiredis — parser;

Tests and Results

Sync/async ping

We test the simpliest Redis command.

------------------------------------------------------------------------------------------- benchmark 'async-ping': 12 tests ------------------------------------------------------------------------------------------
Name (time in us)                                 Min                   Max                Mean             StdDev             Median               IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_ping[aioredis[hi]------uvloop-]     55.6689 (1.0)        162.8469 (1.17)      59.3434 (1.0)       4.1366 (1.15)     58.3949 (1.0)      2.1579 (2.72)      302;308       16.8511 (1.0)       11921           1
benchmark_ping[asyncio_redis[hi]-uvloop-]     59.6698 (1.07)     1,291.5460 (9.31)      64.9867 (1.10)     15.1235 (4.20)     63.5837 (1.09)     2.2938 (2.89)      275;514       15.3878 (0.91)       9602           1
benchmark_ping[aredis[hi]--------uvloop-]     66.2850 (1.19)       138.7880 (1.0)       69.0211 (1.16)      3.5977 (1.0)      68.6580 (1.18)     0.7928 (1.0)       114;268       14.4883 (0.86)       4025           1
benchmark_ping[aioredis[py]------uvloop-]     66.7921 (1.20)     1,031.1040 (7.43)      71.3329 (1.20)     13.2247 (3.68)     69.6280 (1.19)     2.3105 (2.91)      254;443       14.0188 (0.83)      10695           1
benchmark_ping[aioredis[hi]------asyncio]     66.9500 (1.20)     1,116.0201 (8.04)      69.8783 (1.18)     13.7422 (3.82)     68.4350 (1.17)     1.1545 (1.46)      155;764       14.3106 (0.85)       7929           1
benchmark_ping[aredis[py]--------uvloop-]     71.7551 (1.29)     3,190.6250 (22.99)     77.6744 (1.31)     48.7857 (13.56)    74.8315 (1.28)     1.8310 (2.31)       43;642       12.8743 (0.76)       7390           1
benchmark_ping[asyncio_redis[py]-uvloop-]     73.8637 (1.33)       163.1309 (1.18)      78.0540 (1.32)      5.7129 (1.59)     76.5501 (1.31)     2.4736 (3.12)      308;346       12.8116 (0.76)       8170           1
benchmark_ping[asyncio_redis[hi]-asyncio]     78.2371 (1.41)     6,350.5229 (45.76)     85.3393 (1.44)     78.0572 (21.70)    81.7510 (1.40)     3.0246 (3.82)       16;706       11.7179 (0.70)       6601           1
benchmark_ping[aioredis[py]------asyncio]     78.2949 (1.41)       163.0620 (1.17)      81.9826 (1.38)      5.5563 (1.54)     80.3941 (1.38)     2.6120 (3.29)      288;323       12.1977 (0.72)       7359           1
benchmark_ping[aredis[hi]--------asyncio]     84.8528 (1.52)       205.0390 (1.48)      88.7649 (1.50)      6.6947 (1.86)     86.8700 (1.49)     1.8864 (2.38)      389;870       11.2657 (0.67)       7323           1
benchmark_ping[aredis[py]--------asyncio]     90.9651 (1.63)     2,711.4851 (19.54)     97.0465 (1.64)     35.1134 (9.76)     93.1863 (1.60)     4.1702 (5.26)      107;521       10.3043 (0.61)       6067           1
benchmark_ping[asyncio_redis[py]-asyncio]     95.9449 (1.72)     2,561.9040 (18.46)    102.7481 (1.73)     35.8886 (9.98)     98.2261 (1.68)     3.5387 (4.46)      104;705        9.7325 (0.58)       6013           1
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

----------------------------------------------------------------------------------- benchmark 'redispy-ping': 2 tests -----------------------------------------------------------------------------------
Name (time in us)                    Min                   Max               Mean             StdDev             Median               IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_ping[redis-py[hi]]     24.1511 (1.0)        830.2890 (1.0)      27.1030 (1.0)       7.0917 (1.0)      26.4253 (1.0)      1.1314 (1.0)       547;830       36.8962 (1.0)       19227           1
benchmark_ping[redis-py[py]]     27.2440 (1.13)     1,847.6089 (2.23)     32.4693 (1.20)     25.5755 (3.61)     30.1078 (1.14)     1.9739 (1.74)     214;1913       30.7984 (0.83)      13646           1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Sync/async get

----------------------------------------------------------------------------------------------- benchmark 'async-get': 72 tests ------------------------------------------------------------------------------------------------
Name (time in us)                                       Min                   Max                Mean              StdDev              Median                IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_get[aioredis[hi]------uvloop-----10]      58.0102 (1.0)      2,505.3518 (17.55)     68.0369 (1.04)      42.1467 (8.50)      62.3085 (1.01)      4.0443 (3.45)     170;1446       14.6979 (0.96)       9474           1
benchmark_get[aioredis[hi]------uvloop----256]      58.1848 (1.00)     4,657.5693 (32.62)     65.6688 (1.00)      55.8542 (11.26)     61.9302 (1.0)       2.5448 (2.17)       48;980       15.2279 (1.00)       7344           1
benchmark_get[aioredis[hi]------uvloop---1024]      59.7090 (1.03)     4,080.6620 (28.58)     65.5414 (1.0)       42.4740 (8.56)      64.3502 (1.04)      1.7313 (1.48)       26;495       15.2575 (1.0)        9085           1
benchmark_get[aioredis[hi]------uvloop---4096]      62.0079 (1.07)     2,306.1712 (16.15)     69.9762 (1.07)      26.6468 (5.37)      67.0534 (1.08)      3.5039 (2.99)     262;1109       14.2906 (0.94)       9489           1
benchmark_get[aredis[hi]--------uvloop-----10]      67.4706 (1.16)     1,807.0582 (12.66)     73.0302 (1.11)      21.4193 (4.32)      71.5575 (1.16)      2.9928 (2.56)      190;463       13.6930 (0.90)       9342           1
benchmark_get[aredis[hi]--------uvloop----256]      68.2469 (1.18)     3,156.8492 (22.11)     76.1004 (1.16)      52.0040 (10.49)     71.5291 (1.15)      3.4710 (2.96)       64;787       13.1405 (0.86)       7144           1
benchmark_get[aioredis[hi]------asyncio---256]      68.7018 (1.18)     2,181.3950 (15.28)     76.3618 (1.17)      39.8273 (8.03)      72.2879 (1.17)      3.7095 (3.17)      145;884       13.0956 (0.86)       8219           1
benchmark_get[aioredis[hi]------asyncio----10]      68.7409 (1.18)     1,017.9351 (7.13)      76.5459 (1.17)      18.1027 (3.65)      72.7111 (1.17)      4.0596 (3.47)     517;1091       13.0641 (0.86)       7830           1
benchmark_get[aioredis[hi]------asyncio--1024]      69.1349 (1.19)       655.6031 (4.59)      71.7940 (1.10)       8.3622 (1.69)      70.8196 (1.14)      1.1709 (1.0)       136;519       13.9287 (0.91)       7257           1
benchmark_get[aredis[hi]--------uvloop---1024]      70.1803 (1.21)       733.8491 (5.14)      75.6129 (1.15)      12.7820 (2.58)      73.3901 (1.19)      3.9617 (3.38)      191;293       13.2253 (0.87)       7213           1
benchmark_get[aioredis[hi]------asyncio--4096]      71.1982 (1.23)       726.2668 (5.09)      77.2180 (1.18)      12.9988 (2.62)      74.0606 (1.20)      2.8353 (2.42)      483;753       12.9504 (0.85)       8253           1
benchmark_get[aioredis[py]------uvloop-----10]      72.0141 (1.24)     2,503.5678 (17.53)     79.3013 (1.21)      36.8450 (7.43)      75.3305 (1.22)      2.9185 (2.49)      121;939       12.6101 (0.83)       7540           1
benchmark_get[aioredis[py]------uvloop----256]      72.3451 (1.25)     1,212.6542 (8.49)      78.1809 (1.19)      19.7565 (3.98)      75.5689 (1.22)      2.9554 (2.52)      224;477       12.7909 (0.84)       7391           1
benchmark_get[aredis[hi]--------uvloop---4096]      73.2662 (1.26)     1,052.1817 (7.37)      81.7932 (1.25)      19.7410 (3.98)      78.4313 (1.27)      4.6222 (3.95)      343;704       12.2260 (0.80)       6068           1
benchmark_get[aioredis[py]------uvloop---1024]      73.9801 (1.28)     5,473.1667 (38.33)     80.5057 (1.23)      75.6949 (15.26)     77.9820 (1.26)      2.8620 (2.44)        7;239       12.4215 (0.81)       6937           1
benchmark_get[aredis[py]--------uvloop-----10]      76.5971 (1.32)       986.2678 (6.91)      82.9011 (1.26)      15.9525 (3.22)      80.9366 (1.31)      3.0692 (2.62)      335;645       12.0626 (0.79)       8836           1
benchmark_get[aioredis[py]------uvloop---4096]      76.9980 (1.33)       389.0027 (2.72)      82.0516 (1.25)       8.2042 (1.65)      80.2400 (1.30)      2.5483 (2.18)      296;395       12.1875 (0.80)       6825           1
benchmark_get[aredis[py]--------uvloop----256]      77.7012 (1.34)       846.9149 (5.93)      89.6211 (1.37)      23.3804 (4.71)      83.3226 (1.35)      7.1893 (6.14)     591;1118       11.1581 (0.73)       8490           1
benchmark_get[aredis[py]--------uvloop---1024]      80.2693 (1.38)     1,468.3479 (10.28)     85.0907 (1.30)      22.4524 (4.53)      82.4626 (1.33)      2.8089 (2.40)      172;550       11.7522 (0.77)       7114           1
benchmark_get[aredis[py]--------uvloop---4096]      82.2963 (1.42)     5,313.1357 (37.21)     95.1952 (1.45)      69.0049 (13.91)     88.5790 (1.43)      5.7094 (4.88)      79;1000       10.5047 (0.69)       6933           1
benchmark_get[aioredis[hi]------uvloop--16384]      82.9310 (1.43)     6,876.8729 (48.16)    101.1836 (1.54)      83.1621 (16.77)     91.3241 (1.47)     18.2192 (15.56)      49;471        9.8830 (0.65)       7335           1
benchmark_get[aioredis[hi]------asyncio-16384]      83.0279 (1.43)     7,543.4223 (52.83)    108.4124 (1.65)     131.4145 (26.50)     91.2002 (1.47)     37.5396 (32.06)       21;50        9.2240 (0.60)       3633           1
benchmark_get[aioredis[py]------asyncio----10]      83.3520 (1.44)     3,236.1881 (22.66)     92.8009 (1.42)      53.4210 (10.77)     87.4694 (1.41)      4.5374 (3.88)       67;923       10.7758 (0.71)       7005           1
benchmark_get[aioredis[py]------asyncio---256]      83.8651 (1.45)       204.2782 (1.43)      88.4631 (1.35)       7.6271 (1.54)      86.1669 (1.39)      2.9354 (2.51)      388;501       11.3041 (0.74)       6889           1
benchmark_get[aioredis[py]------asyncio--1024]      85.5923 (1.48)       142.7839 (1.0)       89.4505 (1.36)       4.9596 (1.0)       87.9625 (1.42)      2.8340 (2.42)      300;303       11.1794 (0.73)       6626           1
benchmark_get[aredis[hi]--------asyncio----10]      87.0121 (1.50)     3,438.1370 (24.08)     94.5738 (1.44)      58.2598 (11.75)     89.4438 (1.44)      3.5334 (3.02)       43;814       10.5738 (0.69)       6383           1
benchmark_get[aredis[hi]--------asyncio---256]      87.5127 (1.51)     4,115.7473 (28.83)     96.6417 (1.47)      50.7013 (10.22)     91.9220 (1.48)      4.2497 (3.63)     115;1151       10.3475 (0.68)       7023           1
benchmark_get[aioredis[py]------asyncio--4096]      88.5241 (1.53)     3,058.9853 (21.42)    102.2905 (1.56)      52.2771 (10.54)     93.4820 (1.51)      9.4328 (8.06)     113;1050        9.7761 (0.64)       6991           1
benchmark_get[aredis[hi]--------asyncio--1024]      88.9087 (1.53)     2,561.6940 (17.94)     94.6959 (1.44)      44.2867 (8.93)      90.9395 (1.47)      3.3679 (2.88)       35;428       10.5601 (0.69)       6056           1
benchmark_get[aredis[hi]--------asyncio--4096]      91.4712 (1.58)     4,231.1978 (29.63)     99.4418 (1.52)      56.4541 (11.38)     93.6254 (1.51)      3.5125 (3.00)       51;993       10.0561 (0.66)       6004           1
benchmark_get[aredis[py]--------asyncio----10]      94.6941 (1.63)     1,758.1857 (12.31)    101.8694 (1.55)      28.9914 (5.85)      97.6196 (1.58)      3.9232 (3.35)      151;718        9.8165 (0.64)       6110           1
benchmark_get[aredis[py]--------asyncio---256]      96.1050 (1.66)     6,496.8602 (45.50)    112.1619 (1.71)     120.8166 (24.36)    102.3328 (1.65)     11.1032 (9.48)       18;412        8.9157 (0.58)       3797           1
benchmark_get[aredis[py]--------asyncio--1024]      98.6233 (1.70)       275.3306 (1.93)     104.9132 (1.60)      12.9333 (2.61)     100.8529 (1.63)      3.8675 (3.30)      268;424        9.5317 (0.62)       3517           1
benchmark_get[asyncio_redis[hi]-uvloop-----10]      98.6438 (1.70)       712.2834 (4.99)     108.0943 (1.65)      16.7889 (3.39)     102.5158 (1.66)      4.6396 (3.96)      507;792        9.2512 (0.61)       4759           1
benchmark_get[asyncio_redis[hi]-uvloop----256]      99.6580 (1.72)     3,431.3980 (24.03)    112.8974 (1.72)      57.3972 (11.57)    105.7442 (1.71)      7.7942 (6.66)       55;681        8.8576 (0.58)       4286           1
benchmark_get[aioredis[hi]------uvloop--32768]      99.6981 (1.72)     1,132.8650 (7.93)     110.8333 (1.69)      22.8137 (4.60)     104.6429 (1.69)      7.3501 (6.28)     561;1045        9.0226 (0.59)       6733           1
benchmark_get[aredis[py]--------asyncio--4096]     100.2387 (1.73)       778.3584 (5.45)     106.7830 (1.63)      15.4441 (3.11)     102.8818 (1.66)      3.6145 (3.09)      373;642        9.3648 (0.61)       5781           1
benchmark_get[aioredis[py]------asyncio-16384]     100.9330 (1.74)       356.5424 (2.50)     116.3628 (1.78)      20.5525 (4.14)     109.1906 (1.76)      7.0161 (5.99)      124;197        8.5938 (0.56)       1140           1
benchmark_get[asyncio_redis[hi]-uvloop---1024]     103.5538 (1.79)     1,629.7069 (11.41)    113.5484 (1.73)      32.5926 (6.57)     106.8951 (1.73)      5.5304 (4.72)      191;626        8.8068 (0.58)       4284           1
benchmark_get[aredis[hi]--------uvloop--16384]     104.6341 (1.80)     3,939.3054 (27.59)    130.1255 (1.99)      94.4194 (19.04)    117.2205 (1.89)     16.9899 (14.51)      66;412        7.6849 (0.50)       5056           1
benchmark_get[aioredis[py]------uvloop--16384]     105.3470 (1.82)       925.4948 (6.48)     127.4899 (1.95)      26.3715 (5.32)     118.6230 (1.92)     23.9317 (20.44)     462;179        7.8438 (0.51)       5319           1
benchmark_get[aredis[hi]--------asyncio-16384]     110.9168 (1.91)     4,438.0827 (31.08)    134.2534 (2.05)      83.2656 (16.79)    119.9073 (1.94)     28.9155 (24.69)      48;173        7.4486 (0.49)       3083           1
benchmark_get[asyncio_redis[hi]-uvloop---4096]     112.9201 (1.95)     4,207.2381 (29.47)    137.3373 (2.10)      92.0062 (18.55)    123.2405 (1.99)     26.6663 (22.77)      53;227        7.2813 (0.48)       4876           1
benchmark_get[aioredis[hi]------asyncio-32768]     112.9699 (1.95)       320.5901 (2.25)     124.6007 (1.90)      16.2399 (3.27)     118.8696 (1.92)      7.3519 (6.28)      435;532        8.0256 (0.53)       3806           1
benchmark_get[asyncio_redis[hi]-asyncio----10]     117.1348 (2.02)     2,887.7230 (20.22)    131.7935 (2.01)      65.4999 (13.21)    121.5986 (1.96)     17.2425 (14.73)      45;245        7.5876 (0.50)       4134           1
benchmark_get[asyncio_redis[py]-uvloop-----10]     118.1150 (2.04)     1,197.1230 (8.38)     126.9277 (1.94)      19.5181 (3.94)     121.6321 (1.96)      5.3018 (4.53)      479;885        7.8785 (0.52)       5767           1
benchmark_get[aredis[py]--------asyncio-16384]     118.9113 (2.05)     1,422.3270 (9.96)     137.9360 (2.10)      32.9718 (6.65)     125.8701 (2.03)     25.9018 (22.12)     542;282        7.2497 (0.48)       5623           1
benchmark_get[aredis[py]--------uvloop--16384]     119.2302 (2.06)     1,131.7120 (7.93)     135.9370 (2.07)      28.5858 (5.76)     127.2601 (2.05)     13.9016 (11.87)     450;562        7.3563 (0.48)       5580           1
benchmark_get[asyncio_redis[hi]-asyncio---256]     119.3229 (2.06)     2,910.9172 (20.39)    145.2427 (2.22)      54.4936 (10.99)    134.0467 (2.16)     31.3720 (26.79)     175;158        6.8850 (0.45)       4893           1
benchmark_get[asyncio_redis[py]-uvloop----256]     121.3737 (2.09)       760.5827 (5.33)     151.9084 (2.32)      31.1123 (6.27)     142.8169 (2.31)     29.8357 (25.48)     709;309        6.5829 (0.43)       5719           1
benchmark_get[aioredis[py]------uvloop--32768]     122.0410 (2.10)     4,186.0249 (29.32)    146.5899 (2.24)      78.1825 (15.76)    133.1551 (2.15)     27.4098 (23.41)     108;284        6.8218 (0.45)       5290           1
benchmark_get[asyncio_redis[hi]-asyncio--1024]     123.1446 (2.12)       323.2649 (2.26)     139.8524 (2.13)      23.3492 (4.71)     127.7048 (2.06)     20.1210 (17.18)     423;257        7.1504 (0.47)       3389           1
benchmark_get[asyncio_redis[py]-uvloop---1024]     125.3309 (2.16)     5,314.5760 (37.22)    147.0012 (2.24)      93.1970 (18.79)    135.1531 (2.18)     25.7898 (22.03)      68;274        6.8027 (0.45)       5703           1
benchmark_get[aredis[hi]--------uvloop--32768]     130.4597 (2.25)     4,146.9140 (29.04)    151.7728 (2.32)      88.9005 (17.93)    138.9729 (2.24)     19.8176 (16.93)      61;363        6.5888 (0.43)       4473           1
benchmark_get[asyncio_redis[py]-uvloop---4096]     134.1491 (2.31)     3,240.2943 (22.69)    165.0410 (2.52)      67.2034 (13.55)    154.9991 (2.50)     31.6440 (27.03)     158;223        6.0591 (0.40)       4884           1
benchmark_get[asyncio_redis[hi]-asyncio--4096]     134.3931 (2.32)       525.9872 (3.68)     159.6380 (2.44)      27.1326 (5.47)     151.0573 (2.44)     28.9120 (24.69)     256;102        6.2642 (0.41)       2769           1
benchmark_get[aioredis[py]------asyncio-32768]     141.1689 (2.43)     2,202.8061 (15.43)    174.3003 (2.66)      50.8717 (10.26)    167.2227 (2.70)     35.5707 (30.38)     174;103        5.7372 (0.38)       3996           1
benchmark_get[aredis[py]--------uvloop--32768]     147.6211 (2.54)     3,875.4689 (27.14)    181.4951 (2.77)      80.2572 (16.18)    169.3042 (2.73)     29.0525 (24.81)     119;268        5.5098 (0.36)       3971           1
benchmark_get[asyncio_redis[py]-asyncio----10]     147.7678 (2.55)     2,040.5021 (14.29)    155.1551 (2.37)      33.5126 (6.76)     150.6405 (2.43)      1.6999 (1.45)       93;752        6.4452 (0.42)       4156           1
benchmark_get[asyncio_redis[py]-asyncio---256]     149.6281 (2.58)     5,169.2780 (36.20)    198.0097 (3.02)     153.9854 (31.05)    182.9052 (2.95)     34.1750 (29.19)      48;205        5.0503 (0.33)       4221           1
benchmark_get[asyncio_redis[py]-asyncio--1024]     153.4922 (2.65)     2,931.9278 (20.53)    168.2533 (2.57)      64.4778 (13.00)    157.6142 (2.55)     13.6823 (11.69)      62;429        5.9434 (0.39)       4147           1
benchmark_get[aredis[hi]--------asyncio-32768]     156.5251 (2.70)     8,654.9236 (60.62)    194.5592 (2.97)     148.0127 (29.84)    183.1157 (2.96)     41.0721 (35.08)       10;98        5.1398 (0.34)       3581           1
benchmark_get[asyncio_redis[hi]-uvloop--16384]     164.7840 (2.84)     7,015.6623 (49.13)    191.9716 (2.93)     141.9642 (28.62)    180.5299 (2.92)     29.6603 (25.33)      10;191        5.2091 (0.34)       3600           1
benchmark_get[asyncio_redis[py]-asyncio--4096]     167.5650 (2.89)     7,426.5730 (52.01)    208.7725 (3.19)     144.9915 (29.23)    200.7177 (3.24)     23.0270 (19.67)      33;191        4.7899 (0.31)       3019           1
benchmark_get[aredis[py]--------asyncio-32768]     169.1221 (2.92)     1,799.8582 (12.61)    188.3488 (2.87)      37.1519 (7.49)     177.4475 (2.87)     23.8165 (20.34)     248;188        5.3093 (0.35)       3380           1
benchmark_get[asyncio_redis[hi]-asyncio-16384]     182.4410 (3.14)     3,562.4290 (24.95)    227.8539 (3.48)     102.3208 (20.63)    216.2787 (3.49)     36.8056 (31.43)      70;208        4.3888 (0.29)       3656           1
benchmark_get[asyncio_redis[py]-uvloop--16384]     195.9899 (3.38)     1,218.0442 (8.53)     242.4917 (3.70)      42.0201 (8.47)     234.0786 (3.78)     26.6074 (22.72)     205;147        4.1239 (0.27)       2326           1
benchmark_get[asyncio_redis[py]-asyncio-16384]     218.7099 (3.77)       489.1073 (3.43)     235.2627 (3.59)      16.2076 (3.27)     235.8849 (3.81)     13.4883 (11.52)     248;128        4.2506 (0.28)       2482           1
benchmark_get[asyncio_redis[hi]-uvloop--32768]     222.7868 (3.84)     6,336.9302 (44.38)    271.8016 (4.15)     138.4243 (27.91)    255.3042 (4.12)     33.7353 (28.81)      26;173        3.6792 (0.24)       2238           1
benchmark_get[asyncio_redis[hi]-asyncio-32768]     251.7859 (4.34)     3,230.3478 (22.62)    284.8298 (4.35)      64.0497 (12.91)    269.0121 (4.34)     18.2112 (15.55)     150;341        3.5109 (0.23)       2759           1
benchmark_get[asyncio_redis[py]-uvloop--32768]     257.2709 (4.43)     1,766.9140 (12.37)    284.5747 (4.34)      37.3410 (7.53)     274.1171 (4.43)     15.4056 (13.16)     156;214        3.5140 (0.23)       2737           1
benchmark_get[asyncio_redis[py]-asyncio-32768]     292.4618 (5.04)     1,840.1612 (12.89)    327.1170 (4.99)      40.9235 (8.25)     321.0278 (5.18)     23.9474 (20.45)     200;207        3.0570 (0.20)       2647           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

------------------------------------------------------------------------------------- benchmark 'redispy-get': 12 tests --------------------------------------------------------------------------------------
Name (time in us)                         Min                   Max               Mean             StdDev             Median               IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_get[redis-py[hi]----10]     25.9490 (1.0)         85.8917 (1.0)      28.1119 (1.0)       2.3749 (1.0)      27.8060 (1.0)      1.0733 (1.03)      252;256       35.5721 (1.0)       16686           1
benchmark_get[redis-py[hi]---256]     26.3620 (1.02)       281.6520 (3.28)     29.9472 (1.07)      5.6860 (2.39)     28.7201 (1.03)     1.4622 (1.40)     834;1940       33.3921 (0.94)      16094           1
benchmark_get[redis-py[hi]--1024]     27.6421 (1.07)       514.5823 (5.99)     30.4296 (1.08)      5.4985 (2.32)     30.1092 (1.08)     1.0466 (1.0)       331;435       32.8627 (0.92)      16191           1
benchmark_get[redis-py[hi]--4096]     29.2393 (1.13)     1,053.3030 (12.26)    33.5379 (1.19)     12.9004 (5.43)     32.0380 (1.15)     1.5970 (1.53)     423;1149       29.8170 (0.84)      14739           1
benchmark_get[redis-py[py]----10]     31.2440 (1.20)     2,648.4821 (30.84)    36.7056 (1.31)     30.3838 (12.79)    34.1609 (1.23)     2.0500 (1.96)     208;1804       27.2438 (0.77)      13289           1
benchmark_get[redis-py[py]---256]     32.3439 (1.25)       129.2708 (1.51)     35.5935 (1.27)      6.0378 (2.54)     34.3733 (1.24)     1.7323 (1.66)      443;571       28.0950 (0.79)       8568           1
benchmark_get[redis-py[py]--1024]     33.3800 (1.29)     3,086.0337 (35.93)    40.0521 (1.42)     39.6054 (16.68)    36.3926 (1.31)     3.2610 (3.12)     104;1770       24.9675 (0.70)      10942           1
benchmark_get[redis-py[py]--4096]     36.1283 (1.39)       211.9509 (2.47)     39.4598 (1.40)      5.2424 (2.21)     38.4040 (1.38)     1.1782 (1.13)      508;802       25.3423 (0.71)      10381           1
benchmark_get[redis-py[hi]-16384]     44.9577 (1.73)     3,763.0000 (43.81)    51.4174 (1.83)     36.1713 (15.23)    48.9331 (1.76)     3.4943 (3.34)     109;1203       19.4487 (0.55)      11168           1
benchmark_get[redis-py[py]-16384]     52.9047 (2.04)     1,287.2540 (14.99)    59.1994 (2.11)     17.7452 (7.47)     55.6251 (2.00)     3.3828 (3.23)     294;1297       16.8921 (0.47)       6835           1
benchmark_get[redis-py[hi]-32768]     60.8079 (2.34)       692.3699 (8.06)     67.8594 (2.41)     11.4609 (4.83)     65.8520 (2.37)     2.6522 (2.53)      466;838       14.7364 (0.41)       8188           1
benchmark_get[redis-py[py]-32768]     70.6138 (2.72)     4,127.9620 (48.06)    84.1747 (2.99)     65.2968 (27.49)    76.9417 (2.77)     7.2569 (6.93)       42;764       11.8801 (0.33)       5292           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Sync/async set

----------------------------------------------------------------------------------------------- benchmark 'async-set': 72 tests ------------------------------------------------------------------------------------------------
Name (time in us)                                       Min                   Max                Mean              StdDev              Median                IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_set[aioredis[hi]------uvloop-----10]      70.5882 (1.0)      3,739.1949 (24.98)     86.2920 (1.13)      57.6758 (8.53)      77.9242 (1.03)     12.4166 (8.63)      161;761       11.5886 (0.89)       9316           1
benchmark_set[aioredis[hi]------uvloop----256]      71.2713 (1.01)       153.9639 (1.03)      76.5905 (1.0)        6.8755 (1.02)      75.5778 (1.0)       4.7756 (3.32)        70;61       13.0564 (1.0)        1737           1
benchmark_set[aredis[hi]--------uvloop-----10]      72.1039 (1.02)     1,981.2407 (13.24)     81.5476 (1.06)      25.7950 (3.82)      77.3524 (1.02)      4.5290 (3.15)      403;983       12.2628 (0.94)       7894           1
benchmark_set[aredis[hi]--------uvloop----256]      73.5889 (1.04)       149.6752 (1.0)       78.1720 (1.02)       6.7578 (1.0)       76.4001 (1.01)      3.1433 (2.18)      197;218       12.7923 (0.98)       4669           1
benchmark_set[aioredis[hi]------uvloop---1024]      74.0988 (1.05)       296.4293 (1.98)      84.3262 (1.10)      15.6340 (2.31)      78.5217 (1.04)      6.1784 (4.29)     771;1282       11.8587 (0.91)       7822           1
benchmark_set[aredis[hi]--------uvloop---1024]      74.2311 (1.05)     3,847.9008 (25.71)     89.1704 (1.16)      55.1039 (8.15)      79.4530 (1.05)     16.2619 (11.30)     125;388       11.2145 (0.86)       5271           1
benchmark_set[aredis[hi]--------uvloop---4096]      76.4513 (1.08)     2,331.1260 (15.57)     83.1183 (1.09)      39.2060 (5.80)      79.2150 (1.05)      4.4883 (3.12)       46;262       12.0310 (0.92)       3708           1
benchmark_set[aredis[py]--------uvloop-----10]      77.4181 (1.10)     2,719.5532 (18.17)     85.9876 (1.12)      37.7238 (5.58)      81.1238 (1.07)      3.4651 (2.41)     180;1146       11.6296 (0.89)       8593           1
benchmark_set[aredis[py]--------uvloop----256]      78.4858 (1.11)     1,113.8329 (7.44)      88.2669 (1.15)      24.6098 (3.64)      82.6702 (1.09)      6.7952 (4.72)      310;797       11.3293 (0.87)       5184           1
benchmark_set[aredis[py]--------uvloop---1024]      79.9340 (1.13)     1,586.0521 (10.60)     91.1938 (1.19)      23.5330 (3.48)      85.0293 (1.13)      4.9534 (3.44)     608;1528       10.9657 (0.84)       8209           1
benchmark_set[aredis[py]--------uvloop---4096]      81.0442 (1.15)     4,518.0800 (30.19)     94.5338 (1.23)      78.8044 (11.66)     85.8502 (1.14)      8.1556 (5.67)       64;859       10.5782 (0.81)       6382           1
benchmark_set[aioredis[py]------uvloop-----10]      81.7478 (1.16)     3,588.9214 (23.98)     94.1951 (1.23)      64.6735 (9.57)      86.6861 (1.15)      7.0878 (4.93)      90;1238       10.6163 (0.81)       7782           1
benchmark_set[aioredis[hi]------uvloop---4096]      82.0258 (1.16)     1,762.9229 (11.78)    100.5856 (1.31)      45.4677 (6.73)      90.3134 (1.19)     18.4090 (12.79)     228;422        9.9418 (0.76)       6562           1
benchmark_set[aioredis[py]------uvloop----256]      82.9222 (1.17)     4,702.8051 (31.42)     99.3809 (1.30)      58.0346 (8.59)      90.9157 (1.20)     18.2015 (12.65)      98;310       10.0623 (0.77)       7716           1
benchmark_set[aioredis[py]------uvloop---1024]      86.3918 (1.22)     1,672.4179 (11.17)     95.0904 (1.24)      25.9735 (3.84)      90.5199 (1.20)      3.8253 (2.66)     389;1040       10.5163 (0.81)       7355           1
benchmark_set[aredis[hi]--------uvloop--16384]      87.5629 (1.24)       390.4519 (2.61)      99.9597 (1.31)      19.0046 (2.81)      92.5097 (1.22)      9.3648 (6.51)      472;549       10.0040 (0.77)       3959           1
benchmark_set[aioredis[hi]------asyncio----10]      88.6600 (1.26)       226.0851 (1.51)      93.4210 (1.22)       9.1040 (1.35)      90.5818 (1.20)      2.7507 (1.91)      257;361       10.7042 (0.82)       3906           1
benchmark_set[aioredis[hi]------asyncio---256]      90.3420 (1.28)     1,348.9281 (9.01)      97.0693 (1.27)      17.7937 (2.63)      93.5090 (1.24)      3.7476 (2.60)      536;995       10.3019 (0.79)       7738           1
benchmark_set[aredis[hi]--------asyncio---256]      91.7111 (1.30)     3,042.3207 (20.33)    103.1618 (1.35)      41.7657 (6.18)      96.6620 (1.28)      8.3009 (5.77)      142;844        9.6935 (0.74)       5867           1
benchmark_set[aredis[hi]--------asyncio----10]      92.0761 (1.30)       254.3107 (1.70)      95.8505 (1.25)       7.1064 (1.05)      93.9267 (1.24)      2.4578 (1.71)      381;493       10.4329 (0.80)       6062           1
benchmark_set[aredis[hi]--------asyncio--1024]      92.5949 (1.31)       707.0377 (4.72)     101.8988 (1.33)      18.4597 (2.73)      95.7185 (1.27)      6.0124 (4.18)      479;779        9.8137 (0.75)       5032           1
benchmark_set[aredis[py]--------uvloop--16384]      93.0638 (1.32)     3,032.8711 (20.26)    111.5685 (1.46)      42.8329 (6.34)     101.8150 (1.35)     19.5863 (13.61)     354;449        8.9631 (0.69)       6295           1
benchmark_set[aioredis[hi]------asyncio--1024]      93.4927 (1.32)     7,015.8141 (46.87)    101.9932 (1.33)      89.1358 (13.19)     96.9963 (1.28)      3.2224 (2.24)       25;886        9.8046 (0.75)       6914           1
benchmark_set[aioredis[py]------uvloop---4096]      93.5961 (1.33)       283.9030 (1.90)      99.8292 (1.30)      12.5102 (1.85)      95.9341 (1.27)      3.3176 (2.31)       81;155       10.0171 (0.77)       1113           1
benchmark_set[aredis[hi]--------asyncio--4096]      94.3639 (1.34)       275.9239 (1.84)     107.4095 (1.40)      18.8563 (2.79)      99.3549 (1.31)     13.6975 (9.52)      874;686        9.3102 (0.71)       6519           1
benchmark_set[aredis[hi]--------uvloop--32768]      96.6522 (1.37)     2,513.7160 (16.79)    103.9831 (1.36)      42.3733 (6.27)      99.7274 (1.32)      4.0238 (2.80)      110;475        9.6169 (0.74)       5132           1
benchmark_set[aredis[py]--------asyncio----10]      97.0340 (1.37)     1,837.2280 (12.27)    108.8877 (1.42)      28.3005 (4.19)     101.5607 (1.34)     11.4760 (7.98)      444;775        9.1838 (0.70)       5797           1
benchmark_set[aredis[py]--------asyncio---256]      97.3730 (1.38)     1,951.5338 (13.04)    102.3676 (1.34)      26.2876 (3.89)      99.6527 (1.32)      3.0734 (2.14)      101;553        9.7687 (0.75)       6256           1
benchmark_set[aredis[py]--------asyncio--1024]      98.5041 (1.40)     1,095.1809 (7.32)     107.7385 (1.41)      20.5312 (3.04)     102.6657 (1.36)      5.7608 (4.00)      435;789        9.2817 (0.71)       5933           1
benchmark_set[aioredis[hi]------asyncio--4096]      99.0750 (1.40)     4,196.8608 (28.04)    106.2041 (1.39)      52.1061 (7.71)     101.5356 (1.34)      3.7353 (2.60)       55;787        9.4158 (0.72)       6896           1
benchmark_set[aredis[py]--------uvloop--32768]      99.3703 (1.41)     2,025.5172 (13.53)    109.4646 (1.43)      28.2372 (4.18)     104.5440 (1.38)      5.5151 (3.83)      340;887        9.1354 (0.70)       6632           1
benchmark_set[aredis[py]--------asyncio--4096]      99.8531 (1.41)     3,967.4626 (26.51)    111.7891 (1.46)      53.4646 (7.91)     104.8730 (1.39)      7.4303 (5.16)      125;903        8.9454 (0.69)       6007           1
benchmark_set[aioredis[py]------asyncio----10]     100.7789 (1.43)     1,060.5264 (7.09)     107.3500 (1.40)      15.3257 (2.27)     105.2809 (1.39)      3.4607 (2.41)      350;624        9.3153 (0.71)       5999           1
benchmark_set[aioredis[py]------asyncio---256]     101.7149 (1.44)       253.7328 (1.70)     114.1063 (1.49)      14.0409 (2.08)     107.7321 (1.43)      9.4266 (6.55)      858;768        8.7638 (0.67)       5999           1
benchmark_set[aioredis[py]------asyncio--1024]     104.7081 (1.48)     3,392.4286 (22.67)    110.9044 (1.45)      47.6546 (7.05)     106.8180 (1.41)      3.1440 (2.19)       69;705        9.0168 (0.69)       6663           1
benchmark_set[aredis[hi]--------asyncio-16384]     107.5841 (1.52)     5,611.2744 (37.49)    124.4857 (1.63)      76.7872 (11.36)    113.7436 (1.50)     15.2616 (10.61)      82;676        8.0330 (0.62)       5582           1
benchmark_set[aredis[py]--------asyncio-16384]     111.4472 (1.58)       195.6243 (1.31)     117.1855 (1.53)       7.4012 (1.10)     115.2980 (1.53)      1.4389 (1.0)       271;619        8.5335 (0.65)       3658           1
benchmark_set[aioredis[py]------asyncio--4096]     112.6342 (1.60)     4,035.1814 (26.96)    121.1611 (1.58)      51.2822 (7.59)     117.0561 (1.55)      4.7587 (3.31)       68;959        8.2535 (0.63)       6327           1
benchmark_set[aioredis[hi]------uvloop--16384]     124.0652 (1.76)       491.3211 (3.28)     136.7718 (1.79)      18.7159 (2.77)     128.0550 (1.69)     13.1209 (9.12)      548;414        7.3114 (0.56)       4829           1
benchmark_set[aredis[hi]--------asyncio-32768]     127.0082 (1.80)       758.3098 (5.07)     138.6343 (1.81)      20.0206 (2.96)     132.8005 (1.76)      8.5998 (5.98)      312;449        7.2132 (0.55)       3442           1
benchmark_set[asyncio_redis[hi]-uvloop-----10]     128.3092 (1.82)     3,133.0166 (20.93)    148.0199 (1.93)      61.2394 (9.06)     135.7240 (1.80)     22.4126 (15.58)     104;307        6.7558 (0.52)       4513           1
benchmark_set[asyncio_redis[hi]-uvloop----256]     128.9099 (1.83)       349.4290 (2.33)     140.6344 (1.84)      17.5051 (2.59)     133.0851 (1.76)     12.1191 (8.42)      527;337        7.1106 (0.54)       4207           1
benchmark_set[aredis[py]--------asyncio-32768]     130.0061 (1.84)     2,034.9100 (13.60)    143.9477 (1.88)      33.5238 (4.96)     136.9191 (1.81)     11.3500 (7.89)      267;548        6.9470 (0.53)       4702           1
benchmark_set[aioredis[hi]------asyncio-16384]     133.3761 (1.89)       777.9263 (5.20)     147.0550 (1.92)      23.8748 (3.53)     139.4269 (1.84)     12.5472 (8.72)      371;442        6.8002 (0.52)       4595           1
benchmark_set[asyncio_redis[hi]-uvloop---1024]     133.7901 (1.90)     1,990.8692 (13.30)    154.9906 (2.02)      46.5472 (6.89)     141.9811 (1.88)     27.2705 (18.95)     201;181        6.4520 (0.49)       4179           1
benchmark_set[aioredis[py]------uvloop--16384]     137.5531 (1.95)       341.9057 (2.28)     165.9739 (2.17)      29.7818 (4.41)     157.3912 (2.08)     28.8275 (20.03)     218;114        6.0250 (0.46)       1651           1
benchmark_set[asyncio_redis[hi]-uvloop---4096]     141.2542 (2.00)     3,042.8581 (20.33)    161.4463 (2.11)      65.9705 (9.76)     147.5727 (1.95)     20.8509 (14.49)     133;372        6.1940 (0.47)       4619           1
benchmark_set[asyncio_redis[py]-uvloop-----10]     143.5131 (2.03)       559.5149 (3.74)     151.3929 (1.98)      11.3258 (1.68)     147.8163 (1.96)      4.5327 (3.15)      329;479        6.6053 (0.51)       4135           1
benchmark_set[aioredis[py]------asyncio-16384]     144.9650 (2.05)     9,888.2420 (66.06)    162.9540 (2.13)     140.1311 (20.74)    152.7169 (2.02)     16.4446 (11.43)      10;404        6.1367 (0.47)       4967           1
benchmark_set[asyncio_redis[py]-uvloop----256]     148.2270 (2.10)     2,626.9420 (17.55)    185.7274 (2.42)      62.0942 (9.19)     177.9916 (2.36)     36.1761 (25.14)     160;138        5.3842 (0.41)       3924           1
benchmark_set[asyncio_redis[py]-uvloop---1024]     149.8396 (2.12)     3,404.4920 (22.75)    162.6780 (2.12)      51.2579 (7.58)     154.8040 (2.05)      8.2732 (5.75)      139;621        6.1471 (0.47)       4901           1
benchmark_set[asyncio_redis[hi]-asyncio----10]     151.0852 (2.14)     1,751.8001 (11.70)    163.3833 (2.13)      34.2605 (5.07)     154.8934 (2.05)      8.3542 (5.81)      218;670        6.1206 (0.47)       4260           1
benchmark_set[asyncio_redis[hi]-asyncio---256]     152.2363 (2.16)     3,284.4841 (21.94)    172.1065 (2.25)      61.8666 (9.15)     158.7381 (2.10)     19.8488 (13.79)     123;307        5.8104 (0.45)       4410           1
benchmark_set[asyncio_redis[hi]-asyncio--1024]     156.0259 (2.21)     3,460.0012 (23.12)    178.8161 (2.33)      59.5725 (8.82)     166.8739 (2.21)     27.0266 (18.78)     163;199        5.5923 (0.43)       3999           1
benchmark_set[asyncio_redis[py]-uvloop---4096]     157.8080 (2.24)     2,972.4711 (19.86)    192.2446 (2.51)      71.7883 (10.62)    186.8792 (2.47)     28.8790 (20.07)     108;170        5.2017 (0.40)       3977           1
benchmark_set[aioredis[hi]------uvloop--32768]     163.5640 (2.32)     3,210.4664 (21.45)    182.5272 (2.38)      62.4350 (9.24)     171.9708 (2.28)     14.5985 (10.15)     102;368        5.4786 (0.42)       4004           1
benchmark_set[asyncio_redis[hi]-asyncio--4096]     165.9789 (2.35)       743.7998 (4.97)     197.0438 (2.57)      31.5578 (4.67)     190.0755 (2.51)     35.7451 (24.84)      271;85        5.0750 (0.39)       2676           1
benchmark_set[asyncio_redis[py]-asyncio----10]     170.8372 (2.42)     2,975.5821 (19.88)    183.7087 (2.40)      63.0708 (9.33)     175.9396 (2.33)      6.0559 (4.21)       31;829        5.4434 (0.42)       4482           1
benchmark_set[aioredis[py]------uvloop--32768]     175.3150 (2.48)     1,925.9718 (12.87)    201.9477 (2.64)      51.3429 (7.60)     190.9407 (2.53)     27.7598 (19.29)      96;106        4.9518 (0.38)       1589           1
benchmark_set[asyncio_redis[py]-asyncio---256]     176.1252 (2.50)       961.9370 (6.43)     222.8510 (2.91)      49.7733 (7.37)     215.3807 (2.85)     35.3665 (24.58)     251;166        4.4873 (0.34)       2840           1
benchmark_set[aioredis[hi]------asyncio-32768]     180.4773 (2.56)       573.7981 (3.83)     206.8135 (2.70)      25.6516 (3.80)     200.9692 (2.66)     28.5222 (19.82)     490;185        4.8353 (0.37)       4461           1
benchmark_set[asyncio_redis[py]-asyncio--1024]     181.4631 (2.57)     3,400.7491 (22.72)    212.5014 (2.77)      61.4563 (9.09)     204.7669 (2.71)     27.9858 (19.45)     129;177        4.7059 (0.36)       4030           1
benchmark_set[asyncio_redis[hi]-uvloop--16384]     183.3872 (2.60)     2,364.1828 (15.80)    218.1202 (2.85)      58.6838 (8.68)     204.9417 (2.71)     31.6263 (21.98)     294;336        4.5846 (0.35)       3958           1
benchmark_set[asyncio_redis[py]-asyncio--4096]     189.6918 (2.69)     6,317.3608 (42.21)    245.8724 (3.21)     167.7197 (24.82)    231.3331 (3.06)     31.3316 (21.77)      30;240        4.0671 (0.31)       3115           1
benchmark_set[aioredis[py]------asyncio-32768]     194.8429 (2.76)     3,271.0261 (21.85)    222.0706 (2.90)      58.3475 (8.63)     214.9981 (2.84)     30.9772 (21.53)     123;149        4.5031 (0.34)       3543           1
benchmark_set[asyncio_redis[py]-uvloop--16384]     203.9010 (2.89)     4,544.7568 (30.36)    233.4512 (3.05)     140.0894 (20.73)    209.1394 (2.77)     20.8807 (14.51)      28;225        4.2836 (0.33)       1714           1
benchmark_set[asyncio_redis[hi]-asyncio-16384]     211.7120 (3.00)     7,393.0058 (49.39)    269.2507 (3.52)     187.2486 (27.71)    246.4680 (3.26)     33.4884 (23.27)      51;208        3.7140 (0.28)       2799           1
benchmark_set[asyncio_redis[hi]-uvloop--32768]     233.6758 (3.31)       741.5111 (4.95)     265.0901 (3.46)      28.8966 (4.28)     253.2788 (3.35)     18.7848 (13.06)     318;269        3.7723 (0.29)       2578           1
benchmark_set[asyncio_redis[py]-asyncio-16384]     236.9191 (3.36)     1,559.4116 (10.42)    287.2791 (3.75)      60.7494 (8.99)     268.2609 (3.55)     42.2300 (29.35)     295;229        3.4809 (0.27)       2905           1
benchmark_set[asyncio_redis[py]-uvloop--32768]     252.3651 (3.58)     3,357.2977 (22.43)    300.5051 (3.92)      72.3989 (10.71)    285.1500 (3.77)     43.2682 (30.07)     185;166        3.3277 (0.25)       3023           1
benchmark_set[asyncio_redis[hi]-asyncio-32768]     270.0430 (3.83)     2,777.1853 (18.55)    304.3302 (3.97)      55.6821 (8.24)     298.0642 (3.94)     21.8842 (15.21)     166;239        3.2859 (0.25)       2794           1
benchmark_set[asyncio_redis[py]-asyncio-32768]     291.6497 (4.13)     4,365.4991 (29.17)    349.3691 (4.56)     120.4092 (17.82)    330.7061 (4.38)     45.9254 (31.92)      59;141        2.8623 (0.22)       2521           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

--------------------------------------------------------------------------------------- benchmark 'redispy-set': 12 tests ----------------------------------------------------------------------------------------
Name (time in us)                          Min                   Max                Mean             StdDev              Median                IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_set[redis-py[hi]----10]      30.3299 (1.0)         81.1359 (1.0)       32.8051 (1.0)       3.1756 (1.0)       32.4999 (1.0)       1.6538 (1.35)        72;72       30.4831 (1.0)        3817           1
benchmark_set[redis-py[hi]---256]      31.1104 (1.03)     2,433.8150 (30.00)     34.6098 (1.06)     21.9491 (6.91)      33.7493 (1.04)      1.2289 (1.0)       102;862       28.8935 (0.95)      12407           1
benchmark_set[redis-py[hi]--1024]      33.3670 (1.10)       132.6050 (1.63)      36.9119 (1.13)      4.1591 (1.31)      36.7740 (1.13)      1.7940 (1.46)        79;84       27.0915 (0.89)       3784           1
benchmark_set[redis-py[py]---256]      34.4771 (1.14)       660.0250 (8.13)      42.5216 (1.30)     14.2721 (4.49)      38.5391 (1.19)      3.7178 (3.03)      299;684       23.5174 (0.77)       3842           1
benchmark_set[redis-py[py]----10]      34.6201 (1.14)       150.9190 (1.86)      37.4137 (1.14)      4.3763 (1.38)      36.8888 (1.14)      1.2885 (1.05)      308;361       26.7282 (0.88)      10388           1
benchmark_set[redis-py[py]--1024]      37.1980 (1.23)       716.7920 (8.83)      41.9740 (1.28)     10.8130 (3.41)      40.0990 (1.23)      2.0453 (1.66)     601;1015       23.8243 (0.78)      10071           1
benchmark_set[redis-py[hi]--4096]      45.1612 (1.49)       157.8899 (1.95)      49.8067 (1.52)      7.7202 (2.43)      48.0525 (1.48)      1.7034 (1.39)      228;287       20.0776 (0.66)       3590           1
benchmark_set[redis-py[py]--4096]      48.4390 (1.60)       166.8879 (2.06)      54.9356 (1.67)      8.1783 (2.58)      52.6919 (1.62)      2.4781 (2.02)      388;577       18.2031 (0.60)       3513           1
benchmark_set[redis-py[hi]-16384]      83.6989 (2.76)       258.0360 (3.18)      95.8259 (2.92)     15.1490 (4.77)      89.5469 (2.76)     14.9920 (12.20)     268;141       10.4356 (0.34)       2586           1
benchmark_set[redis-py[py]-16384]      87.2626 (2.88)       271.0600 (3.34)      97.2631 (2.96)     13.9207 (4.38)      91.9551 (2.83)      9.9810 (8.12)      295;258       10.2814 (0.34)       2810           1
benchmark_set[redis-py[hi]-32768]     134.2711 (4.43)     3,983.2499 (49.09)    148.2646 (4.52)     81.5341 (25.68)    140.0500 (4.31)     11.8606 (9.65)        9;303        6.7447 (0.22)       2316           1
benchmark_set[redis-py[py]-32768]     137.1033 (4.52)       876.9562 (10.81)    159.6723 (4.87)     27.2052 (8.57)     151.8121 (4.67)     28.6810 (23.34)      265;67        6.2628 (0.21)       2253           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Sync/async hgetall

--------------------------------------------------------------------------------------------------------- benchmark 'async-hgetall': 72 tests ---------------------------------------------------------------------------------------------------------
Name (time in us)                                               Min                     Max                    Mean                 StdDev                  Median                    IQR            Outliers         OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_hgetall[aioredis[hi]------asyncio----10]         115.6470 (1.0)        1,846.1640 (7.72)         137.2367 (1.11)         28.1982 (4.21)         135.9191 (1.12)          5.1679 (2.56)     192;1385  7,286.6797 (0.90)       4845           1
benchmark_hgetall[aioredis[hi]------uvloop-----10]         118.4349 (1.02)         239.2791 (1.0)          123.5362 (1.0)           6.7049 (1.0)          121.7991 (1.0)           2.0158 (1.0)       291;531  8,094.7952 (1.0)        5114           1
benchmark_hgetall[aredis[hi]--------uvloop-----10]         136.3363 (1.18)       1,824.3343 (7.62)         144.3930 (1.17)         34.6578 (5.17)         139.0069 (1.14)          4.7418 (2.35)       68;446  6,925.5449 (0.86)       3762           1
benchmark_hgetall[asyncio_redis[hi]-uvloop-----10]         158.2392 (1.37)         376.8131 (1.57)         190.8121 (1.54)         32.5603 (4.86)         176.9015 (1.45)         31.0382 (15.40)     271;168  5,240.7565 (0.65)       1646           1
benchmark_hgetall[aredis[hi]--------asyncio----10]         163.3549 (1.41)         246.2408 (1.03)         170.8683 (1.38)          8.8285 (1.32)         167.2269 (1.37)          6.7811 (3.36)       136;87  5,852.4616 (0.72)       1649           1
benchmark_hgetall[aioredis[hi]------asyncio---256]         182.2440 (1.58)       1,965.2941 (8.21)         200.3676 (1.62)         43.0071 (6.41)         191.7658 (1.57)         14.1421 (7.02)      145;316  4,990.8267 (0.62)       3997           1
benchmark_hgetall[asyncio_redis[hi]-asyncio----10]         187.9800 (1.63)       2,178.3081 (9.10)         215.1274 (1.74)         46.4313 (6.92)         203.9950 (1.67)         32.9624 (16.35)     276;196  4,648.4087 (0.57)       3473           1
benchmark_hgetall[aioredis[hi]------uvloop----256]         191.9703 (1.66)       1,991.9849 (8.32)         232.8310 (1.88)         49.2230 (7.34)         226.7212 (1.86)         21.0634 (10.45)     218;315  4,294.9609 (0.53)       3269           1
benchmark_hgetall[aredis[hi]--------uvloop----256]         203.9694 (1.76)       7,364.0109 (30.78)        253.8606 (2.05)        228.0738 (34.02)        232.9571 (1.91)         24.1948 (12.00)      18;101  3,939.1697 (0.49)       1270           1
benchmark_hgetall[aredis[hi]--------asyncio---256]         208.2633 (1.80)       1,807.9272 (7.56)         260.6177 (2.11)         61.3293 (9.15)         240.2789 (1.97)         37.0672 (18.39)     308;276  3,837.0379 (0.47)       3253           1
benchmark_hgetall[aredis[py]--------uvloop-----10]         228.9820 (1.98)       2,706.9109 (11.31)        254.0013 (2.06)         70.8631 (10.57)        245.2699 (2.01)         16.3078 (8.09)       68;184  3,936.9882 (0.49)       3159           1
benchmark_hgetall[aioredis[py]------asyncio----10]         233.3107 (2.02)       1,333.1780 (5.57)         283.2229 (2.29)         35.3247 (5.27)         272.9406 (2.24)         13.3736 (6.63)      302;448  3,530.7873 (0.44)       3292           1
benchmark_hgetall[aioredis[py]------uvloop-----10]         237.2591 (2.05)       1,805.9500 (7.55)         256.2531 (2.07)         29.9627 (4.47)         252.5921 (2.07)          2.1367 (1.06)       47;644  3,902.3912 (0.48)       3136           1
benchmark_hgetall[aredis[py]--------asyncio----10]         256.8210 (2.22)       1,719.2471 (7.19)         283.2040 (2.29)         38.5876 (5.76)         273.8517 (2.25)         16.3601 (8.12)      127;178  3,531.0234 (0.44)       2931           1
benchmark_hgetall[asyncio_redis[py]-uvloop-----10]         366.1392 (3.17)       2,967.5448 (12.40)        446.8796 (3.62)        134.5907 (20.07)        423.1478 (3.47)         64.7209 (32.11)       57;74  2,237.7393 (0.28)       1810           1
benchmark_hgetall[asyncio_redis[py]-asyncio----10]         370.5514 (3.20)       3,822.0510 (15.97)        443.7520 (3.59)         90.9533 (13.57)        426.4349 (3.50)         45.0243 (22.34)      91;123  2,253.5111 (0.28)       1793           1
benchmark_hgetall[aioredis[hi]------asyncio--1024]         457.5062 (3.96)       6,867.0991 (28.70)        593.9385 (4.81)        236.3585 (35.25)        588.0841 (4.83)         40.4415 (20.06)      16;205  1,683.6760 (0.21)       1463           1
benchmark_hgetall[aioredis[hi]------uvloop---1024]         461.1863 (3.99)       3,818.4170 (15.96)        609.9319 (4.94)        145.5842 (21.71)        622.6203 (5.11)        105.6190 (52.39)       37;28  1,639.5272 (0.20)       1993           1
benchmark_hgetall[aredis[hi]--------uvloop---1024]         469.9458 (4.06)       3,597.5217 (15.03)        646.7035 (5.23)        102.5639 (15.30)        637.4260 (5.23)         67.0130 (33.24)     209;149  1,546.3037 (0.19)       1631           1
benchmark_hgetall[aredis[hi]--------asyncio--1024]         496.1649 (4.29)       3,215.3782 (13.44)        648.9366 (5.25)        119.5882 (17.84)        629.7771 (5.17)         86.3206 (42.82)      212;81  1,540.9826 (0.19)       1412           1
benchmark_hgetall[asyncio_redis[hi]-uvloop----256]         537.4360 (4.65)       5,292.0808 (22.12)        636.7694 (5.15)        158.7630 (23.68)        606.2076 (4.98)         92.5284 (45.90)       68;63  1,570.4271 (0.19)       1239           1
benchmark_hgetall[asyncio_redis[hi]-asyncio---256]         560.6394 (4.85)       8,265.5000 (34.54)        685.0135 (5.55)        354.6393 (52.89)        622.6939 (5.11)        102.4692 (50.83)       40;89  1,459.8253 (0.18)       1548           1
benchmark_hgetall[aioredis[hi]------uvloop---4096]       1,545.1522 (13.36)     10,034.1928 (41.94)      2,130.5528 (17.25)       522.1947 (77.88)      2,043.8149 (16.78)       508.0305 (252.02)       37;6    469.3618 (0.06)        513           1
benchmark_hgetall[aioredis[hi]------asyncio--4096]       1,609.9680 (13.92)      4,734.4412 (19.79)      2,348.5873 (19.01)       169.4589 (25.27)      2,345.9918 (19.26)       120.0775 (59.57)       41;31    425.7879 (0.05)        495           1
benchmark_hgetall[aredis[hi]--------uvloop---4096]       1,634.6327 (14.13)      3,445.5652 (14.40)      2,077.0551 (16.81)       305.6724 (45.59)      2,010.7205 (16.51)       301.0221 (149.33)      82;27    481.4509 (0.06)        356           1
benchmark_hgetall[aredis[hi]--------asyncio--4096]       1,646.6910 (14.24)      5,046.5870 (21.09)      2,320.7368 (18.79)       292.0830 (43.56)      2,387.3399 (19.60)       304.5963 (151.10)      97;17    430.8976 (0.05)        456           1
benchmark_hgetall[asyncio_redis[hi]-uvloop---1024]       1,729.7990 (14.96)      3,188.7107 (13.33)      1,850.2847 (14.98)        89.1388 (13.29)      1,845.2229 (15.15)        32.3852 (16.07)       20;36    540.4574 (0.07)        515           1
benchmark_hgetall[asyncio_redis[hi]-asyncio--1024]       1,756.4609 (15.19)      5,623.6321 (23.50)      1,918.2166 (15.53)       237.5025 (35.42)      1,853.7501 (15.22)       181.1236 (89.85)       52;37    521.3176 (0.06)        537           1
benchmark_hgetall[aredis[py]--------asyncio---256]       2,030.7740 (17.56)      2,753.5930 (11.51)      2,143.7592 (17.35)       126.3686 (18.85)      2,086.3479 (17.13)       101.2858 (50.24)       53;42    466.4703 (0.06)        456           1
benchmark_hgetall[aredis[py]--------uvloop----256]       2,056.1158 (17.78)      2,718.1138 (11.36)      2,179.8605 (17.65)       131.4547 (19.61)      2,109.6759 (17.32)       128.4522 (63.72)       46;25    458.7450 (0.06)        306           1
benchmark_hgetall[aioredis[py]------asyncio---256]       2,317.3261 (20.04)      5,498.9327 (22.98)      2,584.0715 (20.92)       318.5948 (47.52)      2,494.1145 (20.48)       324.8639 (161.16)      48;18    386.9862 (0.05)        419           1
benchmark_hgetall[aioredis[py]------uvloop----256]       2,323.1967 (20.09)      4,097.1311 (17.12)      2,415.6565 (19.55)       143.4351 (21.39)      2,361.6487 (19.39)        84.2623 (41.80)       38;38    413.9661 (0.05)        361           1
benchmark_hgetall[asyncio_redis[py]-asyncio---256]       4,313.5970 (37.30)      5,835.3418 (24.39)      4,499.4023 (36.42)       215.5202 (32.14)      4,404.9602 (36.17)       198.9562 (98.70)       25;20    222.2517 (0.03)        221           1
benchmark_hgetall[asyncio_redis[py]-uvloop----256]       4,326.6802 (37.41)      5,720.4119 (23.91)      4,470.8212 (36.19)       200.0339 (29.83)      4,392.1908 (36.06)       111.2410 (55.18)       25;27    223.6726 (0.03)        213           1
benchmark_hgetall[asyncio_redis[hi]-uvloop---4096]       6,575.0871 (56.85)      9,308.1119 (38.90)      6,753.5331 (54.67)       283.1044 (42.22)      6,710.3119 (55.09)        88.8709 (44.09)         4;9    148.0706 (0.02)        143           1
benchmark_hgetall[asyncio_redis[hi]-asyncio--4096]       6,578.0589 (56.88)     11,433.8170 (47.78)      6,962.7032 (56.36)       493.3706 (73.58)      6,870.5750 (56.41)       317.0471 (157.28)      10;10    143.6224 (0.02)        148           1
benchmark_hgetall[aioredis[hi]------uvloop--16384]       6,888.1670 (59.56)     13,409.9042 (56.04)      9,300.2336 (75.28)     1,032.7686 (154.03)     9,157.3661 (75.18)     1,195.3323 (592.97)       32;3    107.5242 (0.01)        123           1
benchmark_hgetall[aredis[hi]--------uvloop--16384]       7,121.7050 (61.58)     14,026.8542 (58.62)     10,213.8557 (82.68)     1,086.1138 (161.99)     9,988.2097 (82.01)     1,015.2515 (503.64)      28;10     97.9062 (0.01)        111           1
benchmark_hgetall[aioredis[hi]------asyncio-16384]       7,330.0172 (63.38)     15,478.9411 (64.69)      8,879.2630 (71.88)     1,182.8791 (176.42)     8,586.0181 (70.49)       962.0031 (477.22)       18;5    112.6220 (0.01)        110           1
benchmark_hgetall[aredis[py]--------asyncio--1024]       7,746.2830 (66.98)      9,911.5819 (41.42)      8,143.8088 (65.92)       378.8101 (56.50)      8,016.8389 (65.82)       500.7386 (248.40)       23;2    122.7927 (0.02)        118           1
benchmark_hgetall[aredis[py]--------uvloop---1024]       7,965.2588 (68.88)     10,669.5299 (44.59)      8,474.0991 (68.60)       492.6206 (73.47)      8,324.8569 (68.35)       494.2496 (245.18)       13;5    118.0066 (0.01)        106           1
benchmark_hgetall[aredis[hi]--------asyncio-16384]       8,716.0710 (75.37)     15,995.2370 (66.85)     10,954.4284 (88.67)     1,142.8332 (170.45)    10,990.4590 (90.23)     1,558.2431 (773.00)       26;1     91.2873 (0.01)        100           1
benchmark_hgetall[aioredis[py]------asyncio--1024]       8,898.8640 (76.95)     11,350.1288 (47.43)      9,550.3331 (77.31)       410.2613 (61.19)      9,496.9710 (77.97)       475.5122 (235.89)       29;4    104.7084 (0.01)        103           1
benchmark_hgetall[aioredis[py]------uvloop---1024]       9,040.8158 (78.18)     11,392.1990 (47.61)      9,805.6637 (79.37)       666.8100 (99.45)      9,761.6164 (80.15)     1,209.8295 (600.16)       43;0    101.9819 (0.01)        102           1
benchmark_hgetall[aioredis[hi]------asyncio-32768]      14,380.3381 (124.35)    21,135.7418 (88.33)     17,859.2727 (144.57)    1,311.5051 (195.60)    17,783.4502 (146.01)    1,776.8194 (881.43)       19;1     55.9933 (0.01)         64           1
benchmark_hgetall[asyncio_redis[py]-uvloop---1024]      16,735.1412 (144.71)    19,543.9439 (81.68)     17,395.6607 (140.81)      611.9981 (91.28)     17,098.4888 (140.38)      995.7813 (493.98)       10;1     57.4856 (0.01)         54           1
benchmark_hgetall[aredis[hi]--------asyncio-32768]      16,736.5810 (144.72)    23,936.4561 (100.04)    18,795.3119 (152.14)    1,377.6297 (205.46)    18,415.4748 (151.20)    1,886.3815 (935.78)       14;1     53.2048 (0.01)         53           1
benchmark_hgetall[asyncio_redis[py]-asyncio--1024]      16,826.5253 (145.50)    19,765.0110 (82.60)     17,560.2135 (142.15)      743.1290 (110.83)    17,196.0609 (141.18)    1,172.0131 (581.40)       13;0     56.9469 (0.01)         58           1
benchmark_hgetall[aredis[hi]--------uvloop--32768]      16,974.2117 (146.78)    23,457.8247 (98.04)     19,044.7487 (154.16)    1,138.9807 (169.87)    18,939.2627 (155.50)    1,149.0886 (570.03)       17;2     52.5079 (0.01)         58           1
benchmark_hgetall[aioredis[hi]------uvloop--32768]      17,101.5700 (147.88)    21,614.4146 (90.33)     19,034.3002 (154.08)    1,127.0315 (168.09)    18,799.7802 (154.35)    1,588.3842 (787.95)       17;0     52.5367 (0.01)         56           1
benchmark_hgetall[asyncio_redis[hi]-asyncio-16384]      27,556.8399 (238.28)    30,778.8379 (128.63)    28,490.1747 (230.62)      626.1468 (93.39)     28,491.1119 (233.92)      614.0645 (304.62)        9;1     35.0998 (0.00)         33           1
benchmark_hgetall[asyncio_redis[hi]-uvloop--16384]      28,042.6182 (242.48)    34,354.4190 (143.57)    30,048.2693 (243.23)    1,500.5014 (223.79)    29,603.8762 (243.06)    1,739.2775 (862.80)        9;1     33.2798 (0.00)         33           1
benchmark_hgetall[aredis[py]--------uvloop---4096]      30,603.6239 (264.63)    34,842.2877 (145.61)    31,606.5022 (255.85)      946.2547 (141.13)    31,578.1238 (259.26)    1,022.8730 (507.42)        6;2     31.6391 (0.00)         28           1
benchmark_hgetall[aredis[py]--------asyncio--4096]      31,371.9939 (271.27)    36,049.5900 (150.66)    33,757.3889 (273.26)    1,207.7652 (180.13)    33,628.7315 (276.10)    1,427.6868 (708.23)       10;0     29.6231 (0.00)         30           1
benchmark_hgetall[aioredis[py]------asyncio--4096]      35,093.0598 (303.45)    39,162.2470 (163.67)    36,412.8945 (294.75)    1,352.2013 (201.67)    35,839.7369 (294.25)    2,422.7106 (>1000.0)       6;0     27.4628 (0.00)         27           1
benchmark_hgetall[aioredis[py]------uvloop---4096]      35,181.9471 (304.22)    38,754.8222 (161.96)    35,717.7942 (289.13)      676.0938 (100.84)    35,570.1626 (292.04)      299.7615 (148.70)        2;3     27.9972 (0.00)         26           1
benchmark_hgetall[asyncio_redis[hi]-asyncio-32768]      56,613.0038 (489.53)    65,042.9120 (271.83)    61,589.1359 (498.55)    2,302.1280 (343.35)    61,526.1481 (505.14)    3,095.8366 (>1000.0)       6;0     16.2366 (0.00)         16           1
benchmark_hgetall[asyncio_redis[hi]-uvloop--32768]      59,923.3969 (518.16)    64,751.0020 (270.61)    61,765.1199 (499.98)    1,338.5688 (199.64)    61,683.9891 (506.44)    1,846.0221 (915.75)        5;0     16.1904 (0.00)         17           1
benchmark_hgetall[asyncio_redis[py]-asyncio--4096]      65,752.3372 (568.56)    70,036.4592 (292.70)    68,132.5268 (551.52)    1,431.8613 (213.55)    68,304.6747 (560.80)    1,994.4663 (989.39)        5;0     14.6773 (0.00)         15           1
benchmark_hgetall[asyncio_redis[py]-uvloop---4096]      67,095.5940 (580.18)    73,475.7390 (307.07)    69,009.7403 (558.62)    1,614.9265 (240.86)    68,691.1307 (563.97)    1,140.6518 (565.84)        3;2     14.4907 (0.00)         15           1
benchmark_hgetall[aredis[py]--------asyncio-16384]     125,163.3489 (>1000.0)  138,285.3533 (577.92)   129,232.8481 (>1000.0)   4,458.8625 (665.01)   127,534.3536 (>1000.0)   5,372.2349 (>1000.0)       1;0      7.7380 (0.00)          8           1
benchmark_hgetall[aredis[py]--------uvloop--16384]     125,293.8700 (>1000.0)  133,733.9040 (558.90)   126,941.6726 (>1000.0)   2,767.4680 (412.75)   126,067.3238 (>1000.0)     525.0424 (260.46)        1;1      7.8776 (0.00)          8           1
benchmark_hgetall[aioredis[py]------uvloop--16384]     142,020.4802 (>1000.0)  145,960.0511 (610.00)   143,995.8315 (>1000.0)   1,400.7233 (208.91)   143,552.5129 (>1000.0)   2,105.9695 (>1000.0)       3;0      6.9446 (0.00)          7           1
benchmark_hgetall[aioredis[py]------asyncio-16384]     144,357.5704 (>1000.0)  152,354.6400 (636.72)   147,460.0225 (>1000.0)   2,976.3461 (443.90)   147,923.7601 (>1000.0)   4,284.5319 (>1000.0)       2;0      6.7815 (0.00)          7           1
benchmark_hgetall[aredis[py]--------uvloop--32768]     251,752.4050 (>1000.0)  266,523.5233 (>1000.0)  258,132.4591 (>1000.0)   5,542.5096 (826.63)   257,570.6700 (>1000.0)   7,112.7916 (>1000.0)       2;0      3.8740 (0.00)          5           1
benchmark_hgetall[aredis[py]--------asyncio-32768]     252,890.2143 (>1000.0)  259,706.7701 (>1000.0)  255,522.3157 (>1000.0)   2,896.1274 (431.94)   254,278.5062 (>1000.0)   4,612.3482 (>1000.0)       1;0      3.9136 (0.00)          5           1
benchmark_hgetall[asyncio_redis[py]-uvloop--16384]     277,414.9240 (>1000.0)  284,980.3129 (>1000.0)  280,661.7287 (>1000.0)   2,867.5453 (427.68)   280,157.4091 (>1000.0)   3,813.4584 (>1000.0)       2;0      3.5630 (0.00)          5           1
benchmark_hgetall[asyncio_redis[py]-asyncio-16384]     282,715.1990 (>1000.0)  317,560.1033 (>1000.0)  292,305.9243 (>1000.0)  14,247.7901 (>1000.0)  286,921.8979 (>1000.0)   9,399.8165 (>1000.0)       1;1      3.4211 (0.00)          5           1
benchmark_hgetall[aioredis[py]------asyncio-32768]     285,170.9821 (>1000.0)  292,645.5173 (>1000.0)  289,658.1792 (>1000.0)   2,976.5864 (443.94)   290,818.2438 (>1000.0)   4,235.0378 (>1000.0)       2;0      3.4523 (0.00)          5           1
benchmark_hgetall[aioredis[py]------uvloop--32768]     287,202.2986 (>1000.0)  291,333.6791 (>1000.0)  289,577.8541 (>1000.0)   1,498.5230 (223.50)   289,659.0559 (>1000.0)   1,375.7177 (682.45)        2;0      3.4533 (0.00)          5           1
benchmark_hgetall[asyncio_redis[py]-uvloop--32768]     555,259.8550 (>1000.0)  571,602.6123 (>1000.0)  563,178.3078 (>1000.0)   6,939.4390 (>1000.0)  562,463.9629 (>1000.0)  12,192.6605 (>1000.0)       2;0      1.7756 (0.00)          5           1
benchmark_hgetall[asyncio_redis[py]-asyncio-32768]     576,623.1501 (>1000.0)  656,186.1360 (>1000.0)  599,440.7456 (>1000.0)  32,385.0397 (>1000.0)  585,325.9531 (>1000.0)  28,036.1954 (>1000.0)       1;1      1.6682 (0.00)          5           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

------------------------------------------------------------------------------------------------- benchmark 'redispy-hgetall': 12 tests -------------------------------------------------------------------------------------------------
Name (time in us)                                  Min                     Max                    Mean                StdDev                  Median                   IQR            Outliers          OPS            Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_hgetall[redis-py[hi]----10]          65.0911 (1.0)        4,391.3550 (2.99)          80.9395 (1.0)         65.9296 (1.79)          72.5139 (1.0)         11.4432 (1.0)        61;619  12,354.9136 (1.0)        5474           1
benchmark_hgetall[redis-py[hi]---256]         132.6557 (2.04)       1,470.4480 (1.0)          178.3023 (2.20)        36.9341 (1.0)          166.8101 (2.30)        29.3124 (2.56)      647;310   5,608.4516 (0.45)       4114           1
benchmark_hgetall[redis-py[py]----10]         144.6982 (2.22)       7,138.6639 (4.85)         177.3277 (2.19)       110.8708 (3.00)         167.4891 (2.31)        35.0665 (3.06)       16;186   5,639.2769 (0.46)       4235           1
benchmark_hgetall[redis-py[hi]--1024]         392.6503 (6.03)       2,458.1971 (1.67)         596.2388 (7.37)        86.5302 (2.34)         603.8342 (8.33)        50.6162 (4.42)      301;260   1,677.1803 (0.14)       1828           1
benchmark_hgetall[redis-py[hi]--4096]       1,522.4172 (23.39)      4,356.7242 (2.96)       2,188.4795 (27.04)      249.3025 (6.75)       2,274.0832 (31.36)      196.0960 (17.14)       92;44     456.9383 (0.04)        486           1
benchmark_hgetall[redis-py[py]---256]       1,875.0872 (28.81)      5,858.5508 (3.98)       2,106.0213 (26.02)      247.6241 (6.70)       2,055.8541 (28.35)      237.2670 (20.73)       56;13     474.8290 (0.04)        493           1
benchmark_hgetall[redis-py[hi]-16384]       6,957.1240 (106.88)    10,953.1572 (7.45)       8,413.5177 (103.95)     625.0852 (16.92)      8,418.5835 (116.10)     718.4159 (62.78)        34;2     118.8563 (0.01)        128           1
benchmark_hgetall[redis-py[py]--1024]       7,284.4909 (111.91)     9,383.5942 (6.38)       7,887.7270 (97.45)      356.1870 (9.64)       7,800.2429 (107.57)     459.1709 (40.13)        33;3     126.7792 (0.01)        127           1
benchmark_hgetall[redis-py[hi]-32768]      13,747.6698 (211.21)    21,096.2417 (14.35)     17,167.4485 (212.10)   1,338.9544 (36.25)     17,458.8040 (240.76)   1,756.5973 (153.51)       17;1      58.2498 (0.00)         68           1
benchmark_hgetall[redis-py[py]--4096]      29,012.1138 (445.72)    36,242.3779 (24.65)     31,243.1669 (386.01)   1,971.2059 (53.37)     31,290.5479 (431.51)   3,337.3325 (291.64)       13;0      32.0070 (0.00)         34           1
benchmark_hgetall[redis-py[py]-16384]     122,362.6840 (>1000.0)  130,185.6251 (88.53)    124,573.5394 (>1000.0)  2,574.8576 (69.71)    123,724.1011 (>1000.0)  3,070.7542 (268.35)        1;0       8.0274 (0.00)          9           1
benchmark_hgetall[redis-py[py]-32768]     236,682.6888 (>1000.0)  240,758.0731 (163.73)   238,582.3738 (>1000.0)  1,986.9232 (53.80)    237,780.5184 (>1000.0)  3,757.6832 (328.38)        2;0       4.1914 (0.00)          5           1
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Sync/async zrange

---------------------------------------------------------------------------------------------------------- benchmark 'async-zrange': 72 tests ---------------------------------------------------------------------------------------------------------
Name (time in us)                                              Min                     Max                    Mean                 StdDev                  Median                     IQR            Outliers         OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_zrange[aredis[hi]--------uvloop-----10]          90.4864 (1.0)          595.8681 (1.0)          100.6845 (1.0)          16.0103 (1.0)           96.0280 (1.0)            5.7332 (1.0)       697;869  9,932.0151 (1.0)        7062           1
benchmark_zrange[aioredis[hi]------uvloop-----10]         102.1991 (1.13)       2,972.2471 (4.99)         126.6727 (1.26)         60.8666 (3.80)         113.0342 (1.18)          27.8979 (4.87)      219;297  7,894.3631 (0.79)       6707           1
benchmark_zrange[aredis[hi]--------asyncio----10]         104.6150 (1.16)       1,480.7871 (2.49)         123.1885 (1.22)         30.6492 (1.91)         112.4148 (1.17)          21.0417 (3.67)      623;444  8,117.6388 (0.82)       5461           1
benchmark_zrange[aioredis[hi]------asyncio----10]         114.3031 (1.26)       1,827.7681 (3.07)         124.4745 (1.24)         31.4465 (1.96)         119.2521 (1.24)           6.7302 (1.17)      198;732  8,033.7742 (0.81)       5330           1
benchmark_zrange[asyncio_redis[hi]-uvloop-----10]         135.5810 (1.50)       3,274.2247 (5.49)         165.7802 (1.65)         63.9528 (3.99)         155.2820 (1.62)          32.3523 (5.64)      151;185  6,032.0827 (0.61)       4136           1
benchmark_zrange[asyncio_redis[hi]-asyncio----10]         164.0553 (1.81)       3,756.3113 (6.30)         198.2910 (1.97)         94.7747 (5.92)         185.7542 (1.93)          35.3379 (6.16)       75;162  5,043.0923 (0.51)       3793           1
benchmark_zrange[aredis[py]--------uvloop-----10]         169.7293 (1.88)       1,772.6272 (2.97)         203.9542 (2.03)         42.6883 (2.67)         196.7470 (2.05)          32.0280 (5.59)      441;273  4,903.0614 (0.49)       4537           1
benchmark_zrange[aredis[py]--------asyncio----10]         184.0121 (2.03)       3,186.2468 (5.35)         213.6547 (2.12)         65.9074 (4.12)         204.7932 (2.13)          35.0679 (6.12)      158;175  4,680.4500 (0.47)       4237           1
benchmark_zrange[aioredis[py]------uvloop-----10]         200.9664 (2.22)       1,279.4230 (2.15)         230.6834 (2.29)         44.4469 (2.78)         219.2832 (2.28)          30.2140 (5.27)      320;269  4,334.9449 (0.44)       3918           1
benchmark_zrange[aioredis[py]------asyncio----10]         219.7470 (2.43)       1,235.0231 (2.07)         250.3082 (2.49)         38.4759 (2.40)         244.3930 (2.55)          24.1057 (4.20)      294;279  3,995.0744 (0.40)       3601           1
benchmark_zrange[aredis[hi]--------uvloop----256]         285.9831 (3.16)       3,750.3894 (6.29)         460.6172 (4.57)        107.1459 (6.69)         457.8368 (4.77)          39.7320 (6.93)       90;180  2,171.0000 (0.22)       2391           1
benchmark_zrange[asyncio_redis[py]-uvloop-----10]         305.4570 (3.38)       2,339.6080 (3.93)         358.1829 (3.56)         76.5628 (4.78)         344.5011 (3.59)          41.7028 (7.27)      208;246  2,791.8698 (0.28)       2760           1
benchmark_zrange[aredis[hi]--------asyncio---256]         314.3516 (3.47)       2,463.3501 (4.13)         455.4099 (4.52)         73.3694 (4.58)         453.2724 (4.72)          46.5212 (8.11)      299;183  2,195.8242 (0.22)       1800           1
benchmark_zrange[asyncio_redis[py]-asyncio----10]         346.6690 (3.83)       1,974.0690 (3.31)         401.5787 (3.99)         56.0966 (3.50)         386.0372 (4.02)          35.4308 (6.18)      212;196  2,490.1718 (0.25)       2164           1
benchmark_zrange[aioredis[hi]------asyncio---256]         541.8980 (5.99)       7,560.5740 (12.69)        629.1641 (6.25)        197.9416 (12.36)        600.2921 (6.25)          50.9028 (8.88)       48;141  1,589.4105 (0.16)       1430           1
benchmark_zrange[aioredis[hi]------uvloop----256]         553.0338 (6.11)       3,951.9360 (6.63)         666.9030 (6.62)        101.4584 (6.34)         663.3676 (6.91)          49.9138 (8.71)        72;81  1,499.4685 (0.15)       1552           1
benchmark_zrange[asyncio_redis[hi]-uvloop----256]         633.4931 (7.00)       3,622.6013 (6.08)         765.9672 (7.61)        120.3991 (7.52)         739.7742 (7.70)          75.4273 (13.16)     129;111  1,305.5389 (0.13)       1292           1
benchmark_zrange[asyncio_redis[hi]-asyncio---256]         653.2492 (7.22)       6,554.2972 (11.00)        760.4737 (7.55)        199.7900 (12.48)        728.0209 (7.58)          69.9364 (12.20)      47;104  1,314.9699 (0.13)       1373           1
benchmark_zrange[aredis[hi]--------uvloop---1024]         957.0811 (10.58)      3,710.1931 (6.23)       1,310.7785 (13.02)       148.0676 (9.25)       1,336.7012 (13.92)        110.3590 (19.25)     230;124    762.9054 (0.08)       1015           1
benchmark_zrange[aredis[hi]--------asyncio--1024]         968.6602 (10.71)      2,426.1130 (4.07)       1,235.1621 (12.27)       181.1098 (11.31)      1,204.8772 (12.55)        307.0510 (53.56)       266;2    809.6103 (0.08)        705           1
benchmark_zrange[aioredis[hi]------asyncio--1024]       1,959.2862 (21.65)      4,580.4428 (7.69)       2,256.5754 (22.41)       203.2980 (12.70)      2,212.7803 (23.04)        147.0535 (25.65)       81;34    443.1494 (0.04)        462           1
benchmark_zrange[aioredis[hi]------uvloop---1024]       2,005.4257 (22.16)      7,418.8821 (12.45)      2,278.9871 (22.63)       338.4694 (21.14)      2,243.1414 (23.36)        122.8913 (21.43)       23;35    438.7914 (0.04)        476           1
benchmark_zrange[aredis[py]--------uvloop----256]       2,097.3189 (23.18)      5,386.7353 (9.04)       2,314.6382 (22.99)       312.7210 (19.53)      2,197.1217 (22.88)        202.6722 (35.35)       32;27    432.0330 (0.04)        351           1
benchmark_zrange[aredis[py]--------asyncio---256]       2,148.8350 (23.75)      3,775.1202 (6.34)       2,344.3133 (23.28)       213.1822 (13.32)      2,246.3328 (23.39)        261.9020 (45.68)       80;13    426.5641 (0.04)        455           1
benchmark_zrange[asyncio_redis[hi]-asyncio--1024]       2,224.3243 (24.58)      3,629.6220 (6.09)       2,399.4339 (23.83)       153.8240 (9.61)       2,361.6378 (24.59)         62.4787 (10.90)       47;57    416.7650 (0.04)        410           1
benchmark_zrange[asyncio_redis[hi]-uvloop---1024]       2,252.0856 (24.89)      6,413.2558 (10.76)      2,452.1444 (24.35)       260.1042 (16.25)      2,401.0860 (25.00)         84.4486 (14.73)       24;35    407.8063 (0.04)        360           1
benchmark_zrange[aioredis[py]------uvloop----256]       2,650.9943 (29.30)      4,923.4140 (8.26)       2,935.0888 (29.15)       247.5008 (15.46)      2,868.6288 (29.87)        341.6357 (59.59)        68;4    340.7052 (0.03)        352           1
benchmark_zrange[aioredis[py]------asyncio---256]       2,676.1838 (29.58)     10,921.5197 (18.33)      2,971.0259 (29.51)       510.4002 (31.88)      2,883.0948 (30.02)        240.6156 (41.97)       11;13    336.5841 (0.03)        321           1
benchmark_zrange[aredis[hi]--------uvloop---4096]       3,929.4418 (43.43)      6,494.6371 (10.90)      4,942.0757 (49.08)       421.1151 (26.30)      4,957.5670 (51.63)        474.4115 (82.75)        62;7    202.3441 (0.02)        218           1
benchmark_zrange[aredis[hi]--------asyncio--4096]       3,990.9743 (44.11)      8,108.5772 (13.61)      4,833.1177 (48.00)       628.6157 (39.26)      4,767.0109 (49.64)        813.7660 (141.94)       52;5    206.9058 (0.02)        197           1
benchmark_zrange[asyncio_redis[py]-uvloop----256]       4,383.8369 (48.45)      5,656.7187 (9.49)       4,849.0253 (48.16)       292.8862 (18.29)      4,854.5483 (50.55)        423.9040 (73.94)        79;0    206.2270 (0.02)        201           1
benchmark_zrange[asyncio_redis[py]-asyncio---256]       4,412.4420 (48.76)      5,781.4824 (9.70)       4,775.7292 (47.43)       326.1724 (20.37)      4,682.5400 (48.76)        464.6444 (81.04)        65;3    209.3921 (0.02)        221           1
benchmark_zrange[aioredis[hi]------uvloop---4096]       8,246.2467 (91.13)     12,763.9170 (21.42)      9,611.6413 (95.46)       667.5038 (41.69)      9,461.7461 (98.53)        708.8882 (123.65)       24;4    104.0405 (0.01)        109           1
benchmark_zrange[aredis[py]--------uvloop---1024]       8,308.7957 (91.82)     11,497.4761 (19.30)      9,123.1260 (90.61)       551.8492 (34.47)      9,045.4407 (94.20)        648.8478 (113.17)       30;4    109.6116 (0.01)        112           1
benchmark_zrange[aredis[py]--------asyncio--1024]       8,330.1677 (92.06)     14,313.4352 (24.02)      8,806.8375 (87.47)       669.1888 (41.80)      8,654.0615 (90.12)        310.3595 (54.13)        6;10    113.5481 (0.01)        106           1
benchmark_zrange[aioredis[hi]------asyncio--4096]       8,354.8212 (92.33)     10,366.5232 (17.40)      9,101.2705 (90.39)       462.1609 (28.87)      9,069.2150 (94.44)        793.9986 (138.49)       26;0    109.8748 (0.01)         91           1
benchmark_zrange[asyncio_redis[hi]-asyncio--4096]       8,468.5162 (93.59)     16,497.4150 (27.69)      9,280.2423 (92.17)       800.3887 (49.99)      9,076.3904 (94.52)        672.9099 (117.37)        4;1    107.7558 (0.01)        114           1
benchmark_zrange[asyncio_redis[hi]-uvloop---4096]       8,532.8124 (94.30)     12,677.0800 (21.27)      9,373.7046 (93.10)       571.8367 (35.72)      9,279.6800 (96.64)        672.0453 (117.22)       27;3    106.6814 (0.01)        117           1
benchmark_zrange[aioredis[py]------asyncio--1024]      10,403.3099 (114.97)    13,460.0978 (22.59)     11,000.0565 (109.25)      590.2844 (36.87)     10,750.7356 (111.95)       729.3788 (127.22)       15;2     90.9086 (0.01)         89           1
benchmark_zrange[aioredis[py]------uvloop---1024]      10,654.8830 (117.75)    16,464.2571 (27.63)     11,452.6210 (113.75)      712.2941 (44.49)     11,299.5256 (117.67)       669.3604 (116.75)       13;2     87.3163 (0.01)         92           1
benchmark_zrange[aredis[hi]--------uvloop--16384]      16,653.1587 (184.04)    21,159.6559 (35.51)     18,558.2901 (184.32)      947.6641 (59.19)     18,571.2660 (193.39)     1,421.7043 (247.98)       18;0     53.8843 (0.01)         55           1
benchmark_zrange[aredis[hi]--------asyncio-16384]      16,865.1049 (186.38)    24,799.4680 (41.62)     18,831.2658 (187.03)    1,313.2193 (82.02)     18,568.6441 (193.37)     1,483.6583 (258.78)        9;1     53.1032 (0.01)         52           1
benchmark_zrange[asyncio_redis[py]-asyncio--1024]      16,998.5001 (187.86)    25,654.5879 (43.05)     17,469.6020 (173.51)    1,145.4825 (71.55)     17,216.6962 (179.29)       294.4390 (51.36)         2;7     57.2423 (0.01)         58           1
benchmark_zrange[asyncio_redis[py]-uvloop---1024]      17,256.8131 (190.71)    21,272.8912 (35.70)     18,452.0462 (183.27)      635.9303 (39.72)     18,324.6639 (190.83)       558.7485 (97.46)        10;4     54.1945 (0.01)         53           1
benchmark_zrange[aredis[hi]--------asyncio-32768]      32,176.5761 (355.60)    36,810.2011 (61.78)     34,085.8606 (338.54)    1,172.4961 (73.23)     33,996.2288 (354.02)     1,655.6478 (288.78)        9;0     29.3377 (0.00)         28           1
benchmark_zrange[aredis[hi]--------uvloop--32768]      32,533.2140 (359.54)    78,600.6888 (131.91)    36,406.1513 (361.59)    8,497.0188 (530.72)    34,454.0481 (358.79)     2,188.3745 (381.70)        1;3     27.4679 (0.00)         28           1
benchmark_zrange[aioredis[hi]------uvloop--16384]      32,939.4499 (364.03)    38,356.7861 (64.37)     35,327.7257 (350.88)    1,306.7354 (81.62)     35,425.3259 (368.91)     1,432.6968 (249.89)       10;1     28.3064 (0.00)         29           1
benchmark_zrange[aredis[py]--------uvloop---4096]      32,943.5021 (364.07)    38,142.5712 (64.01)     34,719.3029 (344.83)    1,264.5776 (78.99)     34,508.0770 (359.35)     1,864.8510 (325.27)        7;0     28.8024 (0.00)         25           1
benchmark_zrange[aioredis[hi]------asyncio-16384]      33,086.2878 (365.65)    38,354.3130 (64.37)     35,011.0786 (347.73)    1,443.0010 (90.13)     35,055.5060 (365.06)     2,089.4586 (364.45)       13;0     28.5624 (0.00)         29           1
benchmark_zrange[aredis[py]--------asyncio--4096]      33,102.5859 (365.83)    37,227.4462 (62.48)     34,374.3456 (341.41)      991.6338 (61.94)     34,186.6734 (356.01)     1,152.0092 (200.94)        7;1     29.0915 (0.00)         29           1
benchmark_zrange[asyncio_redis[hi]-asyncio-16384]      33,205.8221 (366.97)    39,536.7942 (66.35)     35,824.2271 (355.81)    1,809.5366 (113.02)    36,185.1100 (376.82)     3,026.2567 (527.85)       11;0     27.9141 (0.00)         27           1
benchmark_zrange[asyncio_redis[hi]-uvloop--16384]      33,352.7368 (368.59)    38,899.1940 (65.28)     36,009.7186 (357.65)    1,494.7184 (93.36)     35,739.6880 (372.18)     1,853.3666 (323.27)       11;0     27.7703 (0.00)         28           1
benchmark_zrange[aioredis[py]------uvloop---4096]      42,014.8508 (464.32)    46,541.4962 (78.11)     43,707.2377 (434.10)    1,181.6039 (73.80)     43,530.4809 (453.31)     1,613.2900 (281.39)        6;0     22.8795 (0.00)         24           1
benchmark_zrange[aioredis[py]------asyncio--4096]      42,400.3769 (468.58)    46,548.9919 (78.12)     43,867.4572 (435.69)      995.5630 (62.18)     43,568.1860 (453.70)     1,046.5465 (182.54)        7;1     22.7959 (0.00)         24           1
benchmark_zrange[aioredis[hi]------asyncio-32768]      65,147.9643 (719.98)    72,368.1310 (121.45)    68,334.6877 (678.70)    1,767.0666 (110.37)    68,439.5558 (712.70)     1,580.4968 (275.67)        4;2     14.6339 (0.00)         15           1
benchmark_zrange[aioredis[hi]------uvloop--32768]      65,461.8288 (723.44)    74,687.5680 (125.34)    68,369.5547 (679.05)    2,176.8695 (135.97)    68,411.0941 (712.41)     2,251.8840 (392.78)        4;1     14.6264 (0.00)         15           1
benchmark_zrange[asyncio_redis[hi]-uvloop--32768]      66,596.4610 (735.98)    70,642.9239 (118.55)    68,982.7251 (685.14)    1,218.5166 (76.11)     69,287.1809 (721.53)     1,729.8538 (301.72)        4;0     14.4964 (0.00)         15           1
benchmark_zrange[asyncio_redis[hi]-asyncio-32768]      66,686.2172 (736.98)    70,841.8102 (118.89)    68,135.9287 (676.73)    1,296.9354 (81.01)     67,762.9379 (705.66)     2,034.9185 (354.93)        6;0     14.6765 (0.00)         15           1
benchmark_zrange[asyncio_redis[py]-uvloop---4096]      67,477.8456 (745.72)    69,722.8578 (117.01)    68,453.6117 (679.88)      581.2831 (36.31)     68,519.6617 (713.54)       729.4096 (127.23)        4;0     14.6084 (0.00)         15           1
benchmark_zrange[asyncio_redis[py]-asyncio--4096]      68,901.2180 (761.45)    74,569.8870 (125.14)    71,660.7761 (711.74)    1,569.5407 (98.03)     71,593.7819 (745.55)     2,163.6941 (377.40)        4;0     13.9546 (0.00)         15           1
benchmark_zrange[aredis[py]--------uvloop--16384]     133,797.6842 (>1000.0)  141,006.4031 (236.64)   137,116.9799 (>1000.0)   2,936.3422 (183.40)   137,700.1349 (>1000.0)    5,390.9346 (940.30)        3;0      7.2930 (0.00)          7           1
benchmark_zrange[aredis[py]--------asyncio-16384]     136,460.8910 (>1000.0)  143,185.0898 (240.30)   139,869.3108 (>1000.0)   2,403.3568 (150.11)   139,810.1095 (>1000.0)    4,115.7464 (717.88)        2;0      7.1495 (0.00)          8           1
benchmark_zrange[aioredis[py]------uvloop--16384]     167,275.0199 (>1000.0)  175,822.2310 (295.07)   170,980.3998 (>1000.0)   3,586.2096 (223.99)   170,428.1066 (>1000.0)    5,917.7326 (>1000.0)       2;0      5.8486 (0.00)          6           1
benchmark_zrange[aioredis[py]------asyncio-16384]     167,839.7837 (>1000.0)  178,991.2283 (300.39)   172,697.7530 (>1000.0)   3,575.9996 (223.36)   172,365.9844 (>1000.0)      529.0327 (92.27)         2;2      5.7905 (0.00)          6           1
benchmark_zrange[asyncio_redis[py]-asyncio-16384]     266,317.8747 (>1000.0)  322,713.2559 (541.59)   296,063.1677 (>1000.0)  26,396.7041 (>1000.0)  310,799.1493 (>1000.0)   46,046.2272 (>1000.0)       3;0      3.3777 (0.00)          5           1
benchmark_zrange[aredis[py]--------uvloop--32768]     266,508.3371 (>1000.0)  272,820.5570 (457.85)   270,910.5288 (>1000.0)   2,593.1151 (161.97)   272,217.5824 (>1000.0)    2,859.1517 (498.70)        1;0      3.6913 (0.00)          5           1
benchmark_zrange[aredis[py]--------asyncio-32768]     269,644.0150 (>1000.0)  274,331.0858 (460.39)   272,042.0865 (>1000.0)   1,962.3258 (122.57)   271,628.9931 (>1000.0)    3,320.9202 (579.24)        2;0      3.6759 (0.00)          5           1
benchmark_zrange[asyncio_redis[py]-uvloop--16384]     288,986.3360 (>1000.0)  296,067.1023 (496.87)   291,615.0506 (>1000.0)   2,705.3927 (168.98)   290,784.8181 (>1000.0)    3,008.6132 (524.77)        1;0      3.4292 (0.00)          5           1
benchmark_zrange[aioredis[py]------uvloop--32768]     333,868.3518 (>1000.0)  342,058.2218 (574.05)   339,314.3663 (>1000.0)   3,331.7808 (208.10)   339,572.9670 (>1000.0)    4,211.5450 (734.59)        1;0      2.9471 (0.00)          5           1
benchmark_zrange[aioredis[py]------asyncio-32768]     339,368.8942 (>1000.0)  345,172.0509 (579.28)   343,208.5218 (>1000.0)   2,234.3563 (139.56)   343,939.1539 (>1000.0)    1,902.4553 (331.83)        1;1      2.9137 (0.00)          5           1
benchmark_zrange[asyncio_redis[py]-asyncio-32768]     506,666.5662 (>1000.0)  680,515.5370 (>1000.0)  577,027.1485 (>1000.0)  90,904.9915 (>1000.0)  512,768.1401 (>1000.0)  163,371.3449 (>1000.0)       2;0      1.7330 (0.00)          5           1
benchmark_zrange[asyncio_redis[py]-uvloop--32768]     577,097.6190 (>1000.0)  591,759.8340 (993.11)   582,330.2313 (>1000.0)   5,542.3674 (346.18)   580,725.2889 (>1000.0)    4,513.0948 (787.18)        1;1      1.7172 (0.00)          5           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

------------------------------------------------------------------------------------------------- benchmark 'redispy-zrange': 12 tests -------------------------------------------------------------------------------------------------
Name (time in us)                                 Min                     Max                    Mean                StdDev                  Median                   IQR            Outliers          OPS            Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_zrange[redis-py[hi]----10]          45.6218 (1.0)        2,524.6502 (1.61)          52.7837 (1.0)         27.1736 (1.0)           49.0509 (1.0)          3.9204 (1.0)      185;1576  18,945.2352 (1.0)        9557           1
benchmark_zrange[redis-py[py]----10]         117.9869 (2.59)       1,568.1246 (1.0)          138.3971 (2.62)        29.7993 (1.10)         128.3113 (2.62)        27.7164 (7.07)      588;220   7,225.5870 (0.38)       6044           1
benchmark_zrange[redis-py[hi]---256]         231.3256 (5.07)       1,929.0922 (1.23)         389.8075 (7.38)        63.2232 (2.33)         400.0410 (8.16)        49.8316 (12.71)     644;338   2,565.3685 (0.14)       3048           1
benchmark_zrange[redis-py[hi]--1024]         894.6513 (19.61)      1,590.9392 (1.01)       1,182.9994 (22.41)      101.2588 (3.73)       1,194.0980 (24.34)       76.1140 (19.41)     163;113     845.3090 (0.04)        745           1
benchmark_zrange[redis-py[py]---256]       1,942.3929 (42.58)      3,791.0203 (2.42)       2,108.7138 (39.95)      178.4940 (6.57)       2,034.7759 (41.48)      161.1713 (41.11)       67;39     474.2227 (0.03)        481           1
benchmark_zrange[redis-py[hi]--4096]       3,998.3150 (87.64)     10,966.4211 (6.99)       4,696.4423 (88.98)      528.1502 (19.44)      4,664.9673 (95.10)      284.2676 (72.51)         5;5     212.9271 (0.01)        180           1
benchmark_zrange[redis-py[py]--1024]       7,724.1827 (169.31)    11,632.8732 (7.42)       8,067.3800 (152.84)     434.7313 (16.00)      7,933.4781 (161.74)     216.7281 (55.28)       11;13     123.9560 (0.01)        124           1
benchmark_zrange[redis-py[hi]-16384]      15,986.7951 (350.42)    21,275.1604 (13.57)     18,309.1743 (346.87)   1,202.5680 (44.25)     18,563.8976 (378.46)   1,704.3520 (434.74)       17;0      54.6174 (0.00)         54           1
benchmark_zrange[redis-py[hi]-32768]      31,389.1508 (688.03)    40,292.0749 (25.69)     34,556.3188 (654.68)   2,085.2240 (76.74)     34,997.0548 (713.48)   3,714.1535 (947.39)       10;0      28.9383 (0.00)         30           1
benchmark_zrange[redis-py[py]--4096]      31,793.1972 (696.89)    34,771.7893 (22.17)     33,151.9127 (628.07)     794.2448 (29.23)     33,062.2480 (674.04)   1,217.2428 (310.49)       12;0      30.1642 (0.00)         30           1
benchmark_zrange[redis-py[py]-16384]     126,488.0700 (>1000.0)  136,179.8416 (86.84)    131,348.0469 (>1000.0)  4,149.4206 (152.70)   131,874.8908 (>1000.0)  8,014.1267 (>1000.0)       3;0       7.6134 (0.00)          8           1
benchmark_zrange[redis-py[py]-32768]     254,941.0639 (>1000.0)  263,933.7089 (168.31)   259,318.4439 (>1000.0)  3,265.5394 (120.17)   258,769.3688 (>1000.0)  3,688.0681 (940.74)        2;0       3.8563 (0.00)          5           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Sync/async lrange

--------------------------------------------------------------------------------------------------------- benchmark 'async-lrange': 84 tests ---------------------------------------------------------------------------------------------------------
Name (time in us)                                              Min                     Max                    Mean                 StdDev                  Median                    IQR            Outliers         OPS            Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_lrange[redis-py[hi]----10]                      212.8221 (1.0)          465.2888 (1.0)          243.8746 (1.0)          28.8139 (1.0)          236.5150 (1.0)          26.1528 (2.49)      231;138  4,100.4678 (1.0)        1843           1
benchmark_lrange[redis-py[hi]---256]                      227.0630 (1.07)       3,322.0667 (7.14)         312.5395 (1.28)         72.5967 (2.52)         304.4610 (1.29)         37.6825 (3.58)      266;233  3,199.5958 (0.78)       2669           1
benchmark_lrange[aioredis[hi]------uvloop----256]         283.8029 (1.33)       3,750.3499 (8.06)         407.8288 (1.67)        133.0857 (4.62)         419.2730 (1.77)         82.7982 (7.87)        68;54  2,452.0095 (0.60)       2633           1
benchmark_lrange[aioredis[hi]------asyncio---256]         295.1021 (1.39)       2,108.8920 (4.53)         428.2541 (1.76)         65.5799 (2.28)         422.2980 (1.79)         46.7265 (4.44)      541;248  2,335.0624 (0.57)       2763           1
benchmark_lrange[aioredis[hi]------asyncio----10]         303.2517 (1.42)       1,474.0601 (3.17)         378.7883 (1.55)         79.4885 (2.76)         352.3449 (1.49)         52.9868 (5.04)      177;150  2,639.9974 (0.64)       1937           1
benchmark_lrange[aioredis[hi]------uvloop-----10]         306.1551 (1.44)       3,055.8351 (6.57)         338.6754 (1.39)         78.0910 (2.71)         328.8758 (1.39)         19.3287 (1.84)       57;184  2,952.6797 (0.72)       2432           1
benchmark_lrange[aredis[hi]--------uvloop----256]         360.2612 (1.69)       2,819.2438 (6.06)         515.3371 (2.11)         87.5477 (3.04)         503.7179 (2.13)         81.1382 (7.71)       270;35  1,940.4774 (0.47)       1827           1
benchmark_lrange[aredis[hi]--------asyncio---256]         362.0191 (1.70)       3,955.1556 (8.50)         470.1037 (1.93)         85.7474 (2.98)         462.2440 (1.95)         25.2209 (2.40)      109;258  2,127.1903 (0.52)       2172           1
benchmark_lrange[asyncio_redis[hi]-uvloop-----10]         380.9179 (1.79)       2,510.8540 (5.40)         420.9522 (1.73)         58.3636 (2.03)         415.3952 (1.76)         12.9207 (1.23)       54;125  2,375.5668 (0.58)       1620           1
benchmark_lrange[asyncio_redis[hi]-asyncio----10]         404.5232 (1.90)       2,217.3091 (4.77)         506.7493 (2.08)        154.6835 (5.37)         447.3110 (1.89)         96.0538 (9.13)      151;146  1,973.3622 (0.48)       1298           1
benchmark_lrange[aredis[hi]--------uvloop-----10]         410.6732 (1.93)       3,840.3501 (8.25)         457.8896 (1.88)        114.6967 (3.98)         448.4816 (1.90)         19.4153 (1.85)        20;99  2,183.9327 (0.53)       1490           1
benchmark_lrange[asyncio_redis[py]-uvloop-----10]         450.1911 (2.12)       2,916.7430 (6.27)       1,140.5345 (4.68)        211.6561 (7.35)       1,071.8855 (4.53)        190.1065 (18.08)       93;50    876.7819 (0.21)        768           1
benchmark_lrange[aredis[hi]--------asyncio----10]         469.3731 (2.21)       2,035.6588 (4.38)         508.1854 (2.08)         62.5699 (2.17)         493.4659 (2.09)         20.8255 (1.98)       75;124  1,967.7859 (0.48)       1619           1
benchmark_lrange[redis-py[hi]--1024]                      519.3609 (2.44)       2,672.4096 (5.74)         674.3783 (2.77)         97.5106 (3.38)         660.7864 (2.79)         78.0479 (7.42)       142;36  1,482.8473 (0.36)       1176           1
benchmark_lrange[redis-py[py]----10]                      526.2024 (2.47)         861.5488 (1.85)         575.6782 (2.36)         47.3123 (1.64)         559.2913 (2.36)         49.1377 (4.67)       137;66  1,737.0815 (0.42)       1028           1
benchmark_lrange[aioredis[hi]------uvloop---1024]         526.5540 (2.47)       3,454.2633 (7.42)         658.7520 (2.70)        140.8391 (4.89)         624.9365 (2.64)        106.9945 (10.17)       88;52  1,518.0220 (0.37)       1190           1
benchmark_lrange[aioredis[hi]------asyncio--1024]         543.1902 (2.55)       2,181.7670 (4.69)         649.5357 (2.66)        113.8935 (3.95)         606.4977 (2.56)         79.5526 (7.56)      171;132  1,539.5613 (0.38)       1537           1
benchmark_lrange[asyncio_redis[py]-asyncio----10]         582.7569 (2.74)       2,989.1091 (6.42)       1,208.5998 (4.96)        210.3253 (7.30)       1,141.6893 (4.83)        198.1438 (18.84)      187;72    827.4037 (0.20)       1036           1
benchmark_lrange[aredis[hi]--------uvloop---1024]         598.5079 (2.81)       5,588.5622 (12.01)        823.1618 (3.38)        139.2946 (4.83)         822.0021 (3.48)         68.8990 (6.55)       96;103  1,214.8280 (0.30)       1547           1
benchmark_lrange[aioredis[py]------uvloop-----10]         622.7070 (2.93)       1,536.7051 (3.30)         678.5271 (2.78)         75.6623 (2.63)         652.7635 (2.76)         45.1691 (4.29)      144;155  1,473.7806 (0.36)       1378           1
benchmark_lrange[aioredis[py]------asyncio----10]         639.9541 (3.01)       3,897.6092 (8.38)         712.8569 (2.92)        124.6337 (4.33)         674.3870 (2.85)         81.3367 (7.73)       109;87  1,402.8060 (0.34)       1221           1
benchmark_lrange[aredis[hi]--------asyncio--1024]         661.2567 (3.11)       1,963.3160 (4.22)         918.2704 (3.77)        104.1424 (3.61)         953.8038 (4.03)        112.5582 (10.70)      238;64  1,089.0039 (0.27)       1209           1
benchmark_lrange[aredis[py]--------uvloop-----10]         685.1018 (3.22)       2,946.5682 (6.33)         730.5412 (3.00)         73.4177 (2.55)         721.1901 (3.05)         22.8912 (2.18)       41;109  1,368.8482 (0.33)       1229           1
benchmark_lrange[aredis[py]--------asyncio----10]         762.2140 (3.58)       3,134.5501 (6.74)         810.9394 (3.33)         93.4435 (3.24)         800.2538 (3.38)         13.1974 (1.25)       30;145  1,233.1378 (0.30)       1107           1
benchmark_lrange[asyncio_redis[hi]-uvloop----256]       1,024.4744 (4.81)       1,801.8447 (3.87)       1,096.7522 (4.50)         88.6476 (3.08)       1,067.0377 (4.51)         38.5575 (3.67)        56;68    911.7830 (0.22)        800           1
benchmark_lrange[asyncio_redis[hi]-asyncio---256]       1,048.0103 (4.92)       3,023.4288 (6.50)       1,093.5871 (4.48)         74.1359 (2.57)       1,082.0378 (4.57)         13.1298 (1.25)       31;127    914.4219 (0.22)        890           1
benchmark_lrange[aioredis[hi]------uvloop---4096]       1,698.6448 (7.98)       4,620.9767 (9.93)       1,955.4770 (8.02)        146.3030 (5.08)       1,937.7628 (8.19)         76.5640 (7.28)        48;41    511.3842 (0.12)        569           1
benchmark_lrange[aioredis[hi]------asyncio--4096]       1,746.8077 (8.21)       2,440.5401 (5.25)       1,988.8039 (8.16)         80.2676 (2.79)       2,002.2197 (8.47)         13.3538 (1.27)        49;79    502.8148 (0.12)        418           1
benchmark_lrange[redis-py[hi]--4096]                    1,753.2776 (8.24)       2,807.5264 (6.03)       2,034.6851 (8.34)        109.9738 (3.82)       2,031.5722 (8.59)         10.5175 (1.0)         37;88    491.4765 (0.12)        363           1
benchmark_lrange[aredis[hi]--------asyncio--4096]       1,800.6559 (8.46)       4,167.0180 (8.96)       2,216.3810 (9.09)        125.8584 (4.37)       2,202.2738 (9.31)         67.3439 (6.40)        39;36    451.1860 (0.11)        443           1
benchmark_lrange[aredis[hi]--------uvloop---4096]       1,804.1688 (8.48)       2,600.5507 (5.59)       2,036.5507 (8.35)         54.1267 (1.88)       2,037.1056 (8.61)         12.4826 (1.19)        58;95    491.0263 (0.12)        547           1
benchmark_lrange[asyncio_redis[hi]-asyncio--1024]       2,635.5041 (12.38)      8,254.9872 (17.74)      2,868.3588 (11.76)       445.3540 (15.46)      2,739.9911 (11.58)       122.8886 (11.68)       22;53    348.6314 (0.09)        349           1
benchmark_lrange[asyncio_redis[hi]-uvloop---1024]       2,646.2302 (12.43)      4,383.6427 (9.42)       2,841.6873 (11.65)       197.8879 (6.87)       2,765.1899 (11.69)       167.8318 (15.96)       48;34    351.9036 (0.09)        357           1
benchmark_lrange[redis-py[py]---256]                    3,670.2622 (17.25)      6,246.0643 (13.42)      3,872.3246 (15.88)       293.9450 (10.20)      3,741.9542 (15.82)       187.5155 (17.83)       39;37    258.2428 (0.06)        264           1
benchmark_lrange[aredis[py]--------uvloop----256]       3,967.1757 (18.64)      5,120.3473 (11.00)      4,152.9560 (17.03)       210.0850 (7.29)       4,068.6030 (17.20)       131.9395 (12.54)       28;28    240.7923 (0.06)        206           1
benchmark_lrange[aredis[py]--------asyncio---256]       3,995.6938 (18.77)      5,767.7920 (12.40)      4,111.9526 (16.86)       157.0669 (5.45)       4,073.2343 (17.22)        56.6180 (5.38)        13;22    243.1935 (0.06)        243           1
benchmark_lrange[aioredis[py]------asyncio---256]       4,519.1781 (21.23)      6,731.7132 (14.47)      4,774.7784 (19.58)       298.4669 (10.36)      4,650.7185 (19.66)       348.4630 (33.13)        31;8    209.4338 (0.05)        216           1
benchmark_lrange[aioredis[py]------uvloop----256]       4,528.8564 (21.28)      6,839.6819 (14.70)      4,980.9172 (20.42)       420.8857 (14.61)      4,906.8248 (20.75)       575.0910 (54.68)        34;5    200.7662 (0.05)        161           1
benchmark_lrange[redis-py[hi]-16384]                    6,286.0227 (29.54)      9,654.1536 (20.75)      6,942.6897 (28.47)       474.1008 (16.45)      6,869.0274 (29.04)       411.1656 (39.09)        18;6    144.0364 (0.04)        108           1
benchmark_lrange[aioredis[hi]------uvloop--16384]       6,463.5971 (30.37)     11,405.0312 (24.51)      7,250.0739 (29.73)       608.5962 (21.12)      7,183.1036 (30.37)       540.5173 (51.39)        28;5    137.9296 (0.03)        150           1
benchmark_lrange[aioredis[hi]------asyncio-16384]       6,547.5907 (30.77)      9,267.9001 (19.92)      7,274.1565 (29.83)       505.8030 (17.55)      7,235.5652 (30.59)       492.1248 (46.79)       40;11    137.4730 (0.03)        145           1
benchmark_lrange[aredis[hi]--------uvloop--16384]       6,692.4063 (31.45)      9,190.9207 (19.75)      7,457.3342 (30.58)       500.1956 (17.36)      7,468.0434 (31.58)       776.4266 (73.82)        47;1    134.0962 (0.03)        131           1
benchmark_lrange[aredis[hi]--------asyncio-16384]       6,832.7151 (32.11)      8,922.5890 (19.18)      7,575.8548 (31.06)       428.6228 (14.88)      7,639.4673 (32.30)       518.4818 (49.30)        43;5    131.9983 (0.03)        123           1
benchmark_lrange[asyncio_redis[py]-uvloop----256]       8,472.3472 (39.81)     10,906.9892 (23.44)      8,630.4661 (35.39)       253.1888 (8.79)       8,578.4360 (36.27)        90.3856 (8.59)         4;11    115.8686 (0.03)        116           1
benchmark_lrange[asyncio_redis[py]-asyncio---256]       8,605.6720 (40.44)      9,315.4311 (20.02)      8,847.7645 (36.28)       199.9058 (6.94)       8,734.4435 (36.93)       385.8812 (36.69)        37;0    113.0229 (0.03)         96           1
benchmark_lrange[asyncio_redis[hi]-uvloop---4096]       9,878.3742 (46.42)     12,754.4501 (27.41)     10,543.0852 (43.23)       597.1275 (20.72)     10,326.2006 (43.66)       902.2856 (85.79)        24;2     94.8489 (0.02)         92           1
benchmark_lrange[asyncio_redis[hi]-asyncio--4096]      10,118.3550 (47.54)     13,158.9901 (28.28)     10,711.4485 (43.92)       470.1709 (16.32)     10,632.9843 (44.96)       327.4741 (31.14)        12;6     93.3581 (0.02)         91           1
benchmark_lrange[redis-py[py]--1024]                   10,737.6063 (50.45)     17,034.3253 (36.61)     11,597.4454 (47.55)       757.1400 (26.28)     11,579.8493 (48.96)       761.0709 (72.36)         6;1     86.2259 (0.02)         83           1
benchmark_lrange[redis-py[hi]-32768]                   11,417.1454 (53.65)     12,787.4087 (27.48)     11,728.5347 (48.09)       224.7644 (7.80)      11,676.6009 (49.37)       222.8832 (21.19)        14;4     85.2621 (0.02)         66           1
benchmark_lrange[aredis[py]--------uvloop---1024]      11,567.3561 (54.35)     13,554.0189 (29.13)     11,803.2923 (48.40)       331.7359 (11.51)     11,703.5601 (49.48)       110.4625 (10.50)         5;8     84.7221 (0.02)         69           1
benchmark_lrange[aioredis[hi]------asyncio-32768]      11,590.2983 (54.46)     13,581.9442 (29.19)     11,765.9441 (48.25)       273.5226 (9.49)      11,677.2323 (49.37)        86.3536 (8.21)         3;10     84.9911 (0.02)         72           1
benchmark_lrange[aredis[py]--------asyncio--1024]      11,647.1588 (54.73)     17,437.3640 (37.48)     12,337.0738 (50.59)       957.3941 (33.23)     11,887.5213 (50.26)       787.3452 (74.86)        13;7     81.0565 (0.02)         82           1
benchmark_lrange[aioredis[hi]------uvloop--32768]      11,725.0108 (55.09)     15,379.4349 (33.05)     12,165.7237 (49.89)       504.9296 (17.52)     12,093.5757 (51.13)       380.2625 (36.16)         5;4     82.1982 (0.02)         80           1
benchmark_lrange[aredis[hi]--------uvloop--32768]      11,774.9581 (55.33)     14,866.4941 (31.95)     12,460.4971 (51.09)       526.7228 (18.28)     12,352.6289 (52.23)       702.4689 (66.79)        25;2     80.2536 (0.02)         80           1
benchmark_lrange[aredis[hi]--------asyncio-32768]      12,023.1798 (56.49)     15,499.7678 (33.31)     12,562.5122 (51.51)       509.3181 (17.68)     12,421.9675 (52.52)       322.9012 (30.70)         6;4     79.6019 (0.02)         70           1
benchmark_lrange[aioredis[py]------asyncio--1024]      13,226.6688 (62.15)     15,205.9533 (32.68)     13,871.5813 (56.88)       457.8189 (15.89)     13,743.9482 (58.11)       686.9556 (65.32)        22;1     72.0898 (0.02)         64           1
benchmark_lrange[aioredis[py]------uvloop---1024]      13,943.1320 (65.52)     36,962.3941 (79.44)     15,095.0392 (61.90)     2,698.7749 (93.66)     14,672.3441 (62.04)       507.4017 (48.24)         2;6     66.2469 (0.02)         71           1
benchmark_lrange[asyncio_redis[py]-uvloop---1024]      25,045.6678 (117.68)    29,924.3331 (64.31)     25,640.3399 (105.14)      797.8641 (27.69)     25,412.3891 (107.45)      444.4707 (42.26)         2;3     39.0010 (0.01)         39           1
benchmark_lrange[asyncio_redis[py]-asyncio--1024]      25,089.8949 (117.89)    28,208.4569 (60.63)     26,599.5012 (109.07)      842.7451 (29.25)     26,766.4290 (113.17)    1,051.2662 (99.95)        14;0     37.5947 (0.01)         38           1
benchmark_lrange[asyncio_redis[hi]-uvloop--16384]      39,400.7461 (185.13)    45,057.0048 (96.84)     41,247.8103 (169.14)    1,596.8885 (55.42)     40,812.4481 (172.56)    2,031.2621 (193.13)        5;0     24.2437 (0.01)         23           1
benchmark_lrange[asyncio_redis[hi]-asyncio-16384]      40,009.0870 (187.99)    44,154.2771 (94.90)     40,925.3539 (167.81)      927.0604 (32.17)     40,495.7212 (171.22)      868.5836 (82.58)         2;1     24.4347 (0.01)         25           1
benchmark_lrange[redis-py[py]--4096]                   43,252.6148 (203.23)    46,866.3443 (100.73)    45,093.4870 (184.90)    1,074.4192 (37.29)     45,133.1036 (190.83)    2,043.7369 (194.32)        6;0     22.1762 (0.01)         21           1
benchmark_lrange[aredis[py]--------asyncio--4096]      44,652.5123 (209.81)    46,541.7989 (100.03)    45,235.0485 (185.48)      475.0155 (16.49)     45,099.2549 (190.68)      416.3450 (39.59)         5;2     22.1068 (0.01)         22           1
benchmark_lrange[aredis[py]--------uvloop---4096]      45,264.3712 (212.69)    47,499.0960 (102.09)    45,758.0881 (187.63)      504.9118 (17.52)     45,638.1319 (192.96)      403.7827 (38.39)         2;2     21.8541 (0.01)         21           1
benchmark_lrange[aioredis[py]------uvloop---4096]      51,578.1799 (242.35)    55,483.3058 (119.24)    52,455.8016 (215.09)      920.5323 (31.95)     52,249.7660 (220.92)      875.6439 (83.26)         2;1     19.0637 (0.00)         19           1
benchmark_lrange[aioredis[py]------asyncio--4096]      52,375.9807 (246.10)    56,189.3051 (120.76)    54,105.5991 (221.86)    1,253.2090 (43.49)     54,305.1364 (229.61)    2,232.9483 (212.31)        9;0     18.4824 (0.00)         20           1
benchmark_lrange[asyncio_redis[hi]-uvloop--32768]      76,943.1363 (361.54)    83,455.6520 (179.36)    80,117.3625 (328.52)    2,124.2995 (73.72)     79,517.9801 (336.21)    3,855.9783 (366.62)        6;0     12.4817 (0.00)         13           1
benchmark_lrange[asyncio_redis[hi]-asyncio-32768]      79,064.6896 (371.51)    84,907.5383 (182.48)    81,867.1299 (335.69)    1,790.3341 (62.13)     81,831.3658 (345.99)    3,135.1154 (298.08)        6;0     12.2149 (0.00)         13           1
benchmark_lrange[asyncio_redis[py]-uvloop---4096]      99,295.7978 (466.57)   110,500.9187 (237.49)   103,261.2305 (423.42)    3,408.4060 (118.29)   102,745.6732 (434.42)    3,854.0568 (366.44)        4;1      9.6842 (0.00)         10           1
benchmark_lrange[asyncio_redis[py]-asyncio--4096]     101,402.0038 (476.46)   111,429.6638 (239.48)   106,053.0231 (434.87)    3,297.1775 (114.43)   104,858.8064 (443.35)    4,668.1617 (443.85)        3;0      9.4292 (0.00)         10           1
benchmark_lrange[redis-py[py]-16384]                  173,468.9581 (815.09)   179,536.0423 (385.86)   175,847.8666 (721.06)    2,461.3267 (85.42)    175,308.0685 (741.21)    4,083.8798 (388.29)        1;0      5.6867 (0.00)          6           1
benchmark_lrange[aredis[py]--------asyncio-16384]     183,408.6697 (861.79)   193,324.0211 (415.49)   189,158.0694 (775.64)    4,017.0439 (139.41)   189,661.1666 (801.90)    6,558.7098 (623.60)        2;0      5.2866 (0.00)          6           1
benchmark_lrange[aredis[py]--------uvloop--16384]     184,274.9282 (865.86)   193,775.0429 (416.46)   188,843.9241 (774.35)    3,318.1307 (115.16)   188,240.8394 (795.89)    4,084.0665 (388.31)        2;0      5.2954 (0.00)          6           1
benchmark_lrange[aioredis[py]------asyncio-16384]     211,756.2909 (994.99)   220,788.3471 (474.52)   217,723.1840 (892.77)    3,570.0530 (123.90)   218,227.6719 (922.68)    4,049.9277 (385.06)        1;0      4.5930 (0.00)          5           1
benchmark_lrange[aioredis[py]------uvloop--16384]     212,044.6498 (996.35)   220,527.0170 (473.96)   215,957.1772 (885.53)    3,605.5012 (125.13)   215,957.2560 (913.08)    6,308.6775 (599.82)        2;0      4.6305 (0.00)          5           1
benchmark_lrange[redis-py[py]-32768]                  339,201.2813 (>1000.0)  359,069.2868 (771.71)   349,301.3790 (>1000.0)   7,395.4247 (256.66)   350,098.6649 (>1000.0)   9,781.2079 (929.99)        2;0      2.8629 (0.00)          5           1
benchmark_lrange[aredis[py]--------asyncio-32768]     365,934.7179 (>1000.0)  368,524.3200 (792.03)   367,460.5756 (>1000.0)   1,256.4785 (43.61)    368,280.9724 (>1000.0)   2,190.9891 (208.32)        1;0      2.7214 (0.00)          5           1
benchmark_lrange[aredis[py]--------uvloop--32768]     366,912.9410 (>1000.0)  396,812.1177 (852.83)   377,652.5743 (>1000.0)  11,374.6383 (394.76)   374,119.9640 (>1000.0)  10,940.9919 (>1000.0)       1;0      2.6479 (0.00)          5           1
benchmark_lrange[asyncio_redis[py]-asyncio-16384]     389,603.9659 (>1000.0)  467,792.2870 (>1000.0)  435,370.5593 (>1000.0)  30,801.4817 (>1000.0)  432,113.3317 (>1000.0)  43,281.9751 (>1000.0)       2;0      2.2969 (0.00)          5           1
benchmark_lrange[asyncio_redis[py]-uvloop--16384]     415,543.9022 (>1000.0)  435,737.1633 (936.49)   428,399.3036 (>1000.0)   8,103.6243 (281.24)   432,222.2089 (>1000.0)  10,612.3728 (>1000.0)       1;0      2.3343 (0.00)          5           1
benchmark_lrange[aioredis[py]------asyncio-32768]     420,619.3858 (>1000.0)  450,816.0450 (968.90)   434,535.5404 (>1000.0)  11,969.2555 (415.40)   435,608.3060 (>1000.0)  18,535.0861 (>1000.0)       2;0      2.3013 (0.00)          5           1
benchmark_lrange[aioredis[py]------uvloop--32768]     427,974.0262 (>1000.0)  449,708.8599 (966.52)   439,040.3881 (>1000.0)   8,094.4402 (280.92)   439,530.6222 (>1000.0)  10,795.5110 (>1000.0)       2;0      2.2777 (0.00)          5           1
benchmark_lrange[asyncio_redis[py]-asyncio-32768]     836,595.4598 (>1000.0)  958,818.6601 (>1000.0)  863,405.8004 (>1000.0)  53,376.1804 (>1000.0)  840,999.4240 (>1000.0)  32,823.4503 (>1000.0)       1;1      1.1582 (0.00)          5           1
benchmark_lrange[asyncio_redis[py]-uvloop--32768]     848,793.8377 (>1000.0)  892,777.5891 (>1000.0)  861,349.1786 (>1000.0)  18,461.1737 (640.70)   853,437.5350 (>1000.0)  21,345.2654 (>1000.0)       1;0      1.1610 (0.00)          5           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Parse bulk string reply

------------------------------------------------------------------------------------------------------------ benchmark 'bulk-string': 48 tests -------------------------------------------------------------------------------------------------------------
Name (time in ns)                                                   Min                       Max                    Mean                 StdDev                  Median                 IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_parser_bulk_string[hiredis-bytes----10]              390.8994 (1.0)          2,143.6019 (1.0)          411.0632 (1.0)          77.7949 (1.0)          397.3022 (1.0)        4.0862 (1.0)    1713;18731    2,432.7160 (1.0)       84992          20
benchmark_parser_bulk_string[hiredis-bytes---256]              525.7316 (1.34)        34,418.8884 (16.06)        577.7012 (1.41)        272.7107 (3.51)         568.1068 (1.43)      21.8861 (5.36)     207;6273    1,730.9987 (0.71)     173073           1
benchmark_parser_bulk_string[hiredis-utf-8----10]              542.0297 (1.39)        34,907.8327 (16.28)        638.2402 (1.55)        471.8793 (6.07)         615.6042 (1.55)      27.9397 (6.84)     373;5950    1,566.8082 (0.64)     162111           1
benchmark_parser_bulk_string[hiredis-bytes--1024]              677.0715 (1.73)        20,258.1286 (9.45)         752.0127 (1.83)        247.9436 (3.19)         740.8671 (1.86)      26.0770 (6.38)     444;6327    1,329.7647 (0.55)     183750           1
benchmark_parser_bulk_string[hiredis-utf-8---256]              774.9934 (1.98)         5,251.7280 (2.45)         798.9205 (1.94)        103.4809 (1.33)         788.8302 (1.99)       4.9892 (1.22)   1343;19262    1,251.6889 (0.51)     177713           7
benchmark_parser_bulk_string[hiredis-bytes--4096]            1,297.3323 (3.32)       231,599.9009 (108.04)     1,480.4248 (3.60)        990.3276 (12.73)      1,444.0157 (3.63)      65.1926 (15.95)    334;3522      675.4818 (0.28)     129500           1
benchmark_parser_bulk_string[hiredis-utf-8--1024]            2,390.2394 (6.11)        36,302.9540 (16.94)      2,481.9669 (6.04)        519.8476 (6.68)       2,446.1187 (6.16)      30.7336 (7.52)    452;10305      402.9063 (0.17)     133833           1
benchmark_parser_bulk_string[redispy[hi]-bytes----10]        2,666.3765 (6.82)        37,958.8455 (17.71)      2,973.5634 (7.23)      1,306.6156 (16.80)      2,809.8002 (7.07)     101.0485 (24.73)    808;4034      336.2969 (0.14)      73331           1
benchmark_parser_bulk_string[redispy[hi]-utf-8----10]        2,712.0113 (6.94)       809,632.2417 (377.70)     3,018.1910 (7.34)      3,361.9514 (43.22)      2,864.2826 (7.21)      82.8877 (20.28)    676;6497      331.3243 (0.14)      67267           1
benchmark_parser_bulk_string[redispy[hi]-bytes---256]        2,751.1269 (7.04)        37,500.1691 (17.49)      3,012.3784 (7.33)        981.5384 (12.62)      2,908.9861 (7.32)      98.7202 (24.16)    495;3676      331.9636 (0.14)      69465           1
benchmark_parser_bulk_string[redispy[hi]-bytes--1024]        2,946.7046 (7.54)        37,753.0232 (17.61)      3,154.8961 (7.67)        941.6604 (12.10)      3,056.1350 (7.69)      78.2311 (19.15)    293;4620      316.9677 (0.13)      46143           1
benchmark_parser_bulk_string[redispy[hi]-utf-8---256]        3,048.2188 (7.80)        23,317.0576 (10.88)      3,422.5031 (8.33)      1,347.4095 (17.32)      3,246.1248 (8.17)     136.9044 (33.50)    682;3031      292.1838 (0.12)      56673           1
benchmark_parser_bulk_string[redispy[hi]-bytes--4096]        3,985.1293 (10.19)       32,729.9349 (15.27)      4,167.1787 (10.14)       610.7127 (7.85)       4,125.2933 (10.38)     61.0016 (14.93)    234;1717      239.9705 (0.10)      53937           1
benchmark_parser_bulk_string[hiredis-bytes-16384]            4,221.2196 (10.80)       34,632.6269 (16.16)      4,429.0017 (10.77)       803.4322 (10.33)      4,337.6349 (10.92)     62.3986 (15.27)    668;9583      225.7845 (0.09)      92945           1
benchmark_parser_bulk_string[redispy[hi]-utf-8--1024]        4,683.6212 (11.98)       39,002.8581 (18.20)      4,960.4297 (12.07)     1,201.7993 (15.45)      4,805.6245 (12.10)     51.2227 (12.54)    762;4628      201.5954 (0.08)      52948           1
benchmark_parser_bulk_string[aioredis[py]-bytes----10]       6,053.1311 (15.49)       69,845.9335 (32.58)      6,615.7727 (16.09)     1,852.2052 (23.81)      6,298.0689 (15.85)    125.7285 (30.77)    462;3157      151.1539 (0.06)      20834           1
benchmark_parser_bulk_string[aioredis[py]-utf-8----10]       6,339.9784 (16.22)       55,913.3478 (26.08)      6,722.3334 (16.35)     1,340.7552 (17.23)      6,541.1441 (16.46)    108.9647 (26.67)    762;4041      148.7579 (0.06)      46288           1
benchmark_parser_bulk_string[aioredis[py]-bytes---256]       6,373.9717 (16.31)       42,567.9609 (19.86)      6,678.2933 (16.25)     1,031.7385 (13.26)      6,575.1374 (16.55)     87.5443 (21.42)    345;2330      149.7389 (0.06)      36611           1
benchmark_parser_bulk_string[aioredis[py]-bytes--1024]       6,866.1757 (17.57)       41,647.3486 (19.43)      7,425.8697 (18.07)     1,592.4390 (20.47)      7,138.5875 (17.97)    304.0768 (74.42)    521;1184      134.6644 (0.06)      28168           1
benchmark_parser_bulk_string[aioredis[py]-utf-8---256]       6,884.8021 (17.61)       35,884.7901 (16.74)      7,202.4341 (17.52)       915.2045 (11.76)      7,106.9226 (17.89)    113.1557 (27.69)    305;2018      138.8420 (0.06)      35638           1
benchmark_parser_bulk_string[redispy[py]-bytes----10]        7,034.7451 (18.00)      742,178.4103 (346.23)     7,376.6289 (17.95)     4,526.3239 (58.18)      7,212.1620 (18.15)     72.1775 (17.66)    288;2447      135.5633 (0.06)      28024           1
benchmark_parser_bulk_string[redispy[py]-bytes---256]        7,254.0715 (18.56)       42,077.1539 (19.63)      8,020.7908 (19.51)     1,964.6129 (25.25)      7,682.9456 (19.34)    407.9193 (99.83)    894;1353      124.6760 (0.05)      34980           1
benchmark_parser_bulk_string[redispy[py]-utf-8----10]        7,435.2138 (19.02)       41,530.9332 (19.37)      8,056.9365 (19.60)     1,598.4438 (20.55)      7,756.9857 (19.52)    296.2770 (72.51)   1168;1478      124.1167 (0.05)      48417           1
benchmark_parser_bulk_string[aioredis[py]-bytes--4096]       7,481.7799 (19.14)       22,221.3566 (10.37)      7,772.3578 (18.91)       555.6994 (7.14)       7,720.6641 (19.43)     96.8575 (23.70)    298;1805      128.6611 (0.05)      32075           1
benchmark_parser_bulk_string[redispy[py]-bytes--1024]        7,995.4043 (20.45)       42,633.1535 (19.89)      8,533.9459 (20.76)     1,508.6670 (19.39)      8,261.2969 (20.79)    298.0232 (72.93)    467;1069      117.1791 (0.05)      28650           1
benchmark_parser_bulk_string[redispy[py]-utf-8---256]        8,048.0240 (20.59)       41,778.1994 (19.49)      8,772.9607 (21.34)     1,808.0573 (23.24)      8,418.2248 (21.19)    412.1102 (100.85)   948;1460      113.9866 (0.05)      44203           1
benchmark_parser_bulk_string[hiredis-bytes-32768]            8,520.6702 (21.80)       35,294.7973 (16.47)      8,797.7980 (21.40)     1,019.5169 (13.11)      8,678.0638 (21.84)     54.0167 (13.22)    647;3401      113.6648 (0.05)      53409           1
benchmark_parser_bulk_string[aioredis[py]-utf-8--1024]       8,707.8661 (22.28)       28,405.3385 (13.25)      9,006.0108 (21.91)       730.7297 (9.39)       8,953.7352 (22.54)     79.1624 (19.37)     202;859      111.0370 (0.05)      32521           1
benchmark_parser_bulk_string[redispy[py]-bytes--4096]        8,957.9262 (22.92)       27,663.0744 (12.90)      9,267.8888 (22.55)       480.9127 (6.18)       9,235.9260 (23.25)    107.5678 (26.32)     187;763      107.8994 (0.04)      29154           1
benchmark_parser_bulk_string[redispy[hi]-bytes-16384]        9,587.0346 (24.53)       51,060.6915 (23.82)     10,119.2123 (24.62)     1,364.2414 (17.54)      9,916.2571 (24.96)    127.3584 (31.17)    650;3213       98.8219 (0.04)      35264           1
benchmark_parser_bulk_string[hiredis-utf-8--4096]            9,729.0613 (24.89)       45,291.1481 (21.13)      9,890.2242 (24.06)       836.2262 (10.75)      9,805.8954 (24.68)     35.8559 (8.77)     431;2516      101.1099 (0.04)      42010           1
benchmark_parser_bulk_string[redispy[py]-utf-8--1024]       10,091.8114 (25.82)    6,348,229.0134 (>1000.0)   11,181.8434 (27.20)    36,700.3476 (471.76)    10,589.1377 (26.65)    463.7986 (113.50)      2;944       89.4307 (0.04)      29897           1
benchmark_parser_bulk_string[redispy[hi]-utf-8--4096]       12,435.9503 (31.81)       49,346.1266 (23.02)     12,738.5385 (30.99)     1,153.1318 (14.82)     12,611.0390 (31.74)     73.1088 (17.89)    404;2792       78.5019 (0.03)      36817           1
benchmark_parser_bulk_string[aioredis[py]-bytes-16384]      12,998.0035 (33.25)       37,978.8689 (17.72)     13,463.2161 (32.75)     1,234.3403 (15.87)     13,288.5762 (33.45)    195.1121 (47.75)     376;951       74.2765 (0.03)      25678           1
benchmark_parser_bulk_string[redispy[py]-bytes-16384]       16,144.0112 (41.30)       51,727.9841 (24.13)     16,992.7734 (41.34)     2,051.8440 (26.38)     16,607.8098 (41.80)    318.9780 (78.06)    601;1589       58.8485 (0.02)      21947           1
benchmark_parser_bulk_string[aioredis[py]-utf-8--4096]      16,412.2321 (41.99)       50,059.9854 (23.35)     16,837.8715 (40.96)     1,283.2906 (16.50)     16,672.0711 (41.96)     97.3232 (23.82)    364;2088       59.3899 (0.02)      25846           1
benchmark_parser_bulk_string[redispy[hi]-bytes-32768]       17,729.1222 (45.35)       48,110.7272 (22.44)     18,442.1603 (44.86)     1,653.0759 (21.25)     18,198.9744 (45.81)    239.8156 (58.69)    448;1049       54.2236 (0.02)      22199           1
benchmark_parser_bulk_string[redispy[py]-utf-8--4096]       18,366.1468 (46.98)       86,437.9108 (40.32)     18,966.4077 (46.14)     1,775.9131 (22.83)     18,656.7195 (46.96)    177.8826 (43.53)    529;3409       52.7248 (0.02)      26955           1
benchmark_parser_bulk_string[aioredis[py]-bytes-32768]      21,189.9169 (54.21)       70,146.7507 (32.72)     22,165.7999 (53.92)     2,197.4406 (28.25)     21,717.9768 (54.66)    438.8858 (107.41)    448;932       45.1145 (0.02)      17424           1
benchmark_parser_bulk_string[redispy[py]-bytes-32768]       26,239.0822 (67.12)       61,871.0183 (28.86)     27,234.1133 (66.25)     2,282.4564 (29.34)     26,784.8372 (67.42)    432.0173 (105.73)   410;1384       36.7187 (0.02)      16863           1
benchmark_parser_bulk_string[hiredis-utf-8-16384]           40,357.9324 (103.24)      90,571.1204 (42.25)     41,402.6984 (100.72)    3,889.9699 (50.00)     40,540.9373 (102.04)   155.0652 (37.95)    880;2552       24.1530 (0.01)      21604           1
benchmark_parser_bulk_string[redispy[hi]-utf-8-16384]       45,639.9284 (116.76)     107,225.9620 (50.02)     46,868.6134 (114.02)    4,075.5070 (52.39)     45,896.0421 (115.52)   165.3098 (40.46)    451;1728       21.3362 (0.01)      10601           1
benchmark_parser_bulk_string[aioredis[py]-utf-8-16384]      49,692.1130 (127.12)     119,667.9659 (55.83)     51,049.5592 (124.19)    4,188.8471 (53.84)     50,125.1779 (126.16)   225.8457 (55.27)    541;2012       19.5888 (0.01)      14169           1
benchmark_parser_bulk_string[redispy[py]-utf-8-16384]       55,511.0164 (142.01)     136,101.1527 (63.49)     57,143.5093 (139.01)    4,961.5125 (63.78)     55,932.9055 (140.78)   325.9629 (79.77)    585;1925       17.4998 (0.01)      12891           1
benchmark_parser_bulk_string[hiredis-utf-8-32768]           81,649.9814 (208.88)     153,705.0121 (71.70)     82,970.0657 (201.84)    5,529.7688 (71.08)     81,811.1002 (205.92)    61.9330 (15.16)    447;1150       12.0525 (0.00)       9968           1
benchmark_parser_bulk_string[redispy[hi]-utf-8-32768]       90,240.0352 (230.85)     160,577.7070 (74.91)     91,982.0068 (223.77)    6,415.1185 (82.46)     90,559.0132 (227.93)   156.9279 (38.40)    344;1246       10.8717 (0.00)       8375           1
benchmark_parser_bulk_string[aioredis[py]-utf-8-32768]      94,751.8274 (242.39)     170,888.8449 (79.72)     96,901.3153 (235.73)    6,527.6885 (83.91)     95,622.8469 (240.68)   222.1204 (54.36)    359;1877       10.3198 (0.00)       8810           1
benchmark_parser_bulk_string[redispy[py]-utf-8-32768]      105,293.9333 (269.36)     197,147.9505 (91.97)    107,039.2279 (260.40)    6,866.5460 (88.26)    105,601.2698 (265.80)   155.0652 (37.95)     335;948        9.3424 (0.00)       7448           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Parse multi-bulk reply

------------------------------------------------------------------------------------------------------------ benchmark 'multi-bulk': 48 tests ------------------------------------------------------------------------------------------------------------
Name (time in us)                                                  Min                     Max                    Mean                StdDev                  Median                   IQR            Outliers           OPS            Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_parser_multi_bulk[hiredis-bytes----10]                8.0778 (1.0)           43.1659 (1.0)            8.6152 (1.0)          1.8920 (2.49)           8.2678 (1.0)          0.2692 (2.81)     633;1378  116,074.5255 (1.0)       28497           1
benchmark_parser_multi_bulk[hiredis-bytes---256]               12.3959 (1.53)          95.9788 (2.22)          12.8068 (1.49)         1.4468 (1.90)          12.6320 (1.53)         0.0959 (1.0)      435;2017   78,083.6415 (0.67)      29780           1
benchmark_parser_multi_bulk[redispy[hi]-bytes----10]           14.7186 (1.82)          50.9671 (1.18)          15.0680 (1.75)         0.7608 (1.0)           14.9920 (1.81)         0.1043 (1.09)     668;1097   66,365.6521 (0.57)      24004           1
benchmark_parser_multi_bulk[redispy[hi]-bytes---256]           17.8670 (2.21)         224.3719 (5.20)          19.2570 (2.24)         3.5725 (4.70)          18.3531 (2.22)         0.6333 (6.60)     912;1893   51,929.1190 (0.45)      19947           1
benchmark_parser_multi_bulk[hiredis-utf-8---256]               23.1238 (2.86)          87.9671 (2.04)          26.2424 (3.05)         5.3902 (7.09)          23.7278 (2.87)         1.9437 (20.26)   3591;4710   38,106.3283 (0.33)      23348           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8---256]           27.3040 (3.38)          86.6931 (2.01)          29.3097 (3.40)         3.8339 (5.04)          27.9071 (3.38)         0.3958 (4.13)    2014;2559   34,118.3836 (0.29)      15709           1
benchmark_parser_multi_bulk[hiredis-bytes--1024]               35.5360 (4.40)         817.6370 (18.94)         37.0052 (4.30)         9.5572 (12.56)         35.9137 (4.34)         0.2445 (2.55)     270;1641   27,023.2090 (0.23)       8143           1
benchmark_parser_multi_bulk[redispy[hi]-bytes--1024]           41.0653 (5.08)         110.1410 (2.55)          44.2914 (5.14)         6.2218 (8.18)          42.0222 (5.08)         2.6040 (27.15)   1048;1245   22,577.7543 (0.19)      10860           1
benchmark_parser_multi_bulk[redispy[py]-bytes----10]           57.0039 (7.06)         714.4450 (16.55)         58.6594 (6.81)         7.1729 (9.43)          58.0982 (7.03)         0.6156 (6.42)      192;848   17,047.5720 (0.15)      10172           1
benchmark_parser_multi_bulk[aioredis[py]-bytes----10]          62.8801 (7.78)         140.4802 (3.25)          65.5195 (7.61)         4.9618 (6.52)          64.2543 (7.77)         1.7910 (18.67)     361;585   15,262.6328 (0.13)       8521           1
benchmark_parser_multi_bulk[hiredis-utf-8----10]               70.6050 (8.74)         166.9251 (3.87)          74.3143 (8.63)         8.5186 (11.20)         71.2771 (8.62)         2.8610 (29.83)     658;847   13,456.3521 (0.12)       8958           1
benchmark_parser_multi_bulk[hiredis-utf-8--1024]               77.4832 (9.59)         173.6321 (4.02)          84.1252 (9.76)         9.1048 (11.97)         78.0071 (9.44)        12.2507 (127.71)    1655;87   11,887.0403 (0.10)       9249           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8----10]           77.7631 (9.63)         153.5327 (3.56)          78.7059 (9.14)         2.7732 (3.65)          78.2269 (9.46)         0.2165 (2.26)     173;1269   12,705.5301 (0.11)       9794           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8--1024]           82.7429 (10.24)        221.6939 (5.14)          91.5723 (10.63)       11.4332 (15.03)         87.2840 (10.56)       14.8787 (155.11)   1241;157   10,920.3342 (0.09)       8079           1
benchmark_parser_multi_bulk[hiredis-bytes--4096]              117.6703 (14.57)        227.8970 (5.28)         129.9945 (15.09)       18.2518 (23.99)        118.8787 (14.38)        9.7576 (101.72)  1000;1002    7,692.6351 (0.07)       4719           1
benchmark_parser_multi_bulk[redispy[hi]-bytes--4096]          124.7427 (15.44)        320.4364 (7.42)         158.5203 (18.40)       14.9338 (19.63)        161.1495 (19.49)       12.5670 (131.01)    765;632    6,308.3421 (0.05)       4528           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8----10]         128.6399 (15.93)        702.0491 (16.26)        131.0681 (15.21)        9.7497 (12.82)        129.7039 (15.69)        0.6761 (7.05)      237;480    7,629.6219 (0.07)       5307           1
benchmark_parser_multi_bulk[redispy[py]-utf-8----10]          129.4632 (16.03)        247.0510 (5.72)         131.3819 (15.25)        3.9875 (5.24)         130.7526 (15.81)        0.4959 (5.17)      132;626    7,611.3991 (0.07)       6126           1
benchmark_parser_multi_bulk[hiredis-utf-8--4096]              350.7934 (43.43)        564.9440 (13.09)        358.1201 (41.57)        8.7803 (11.54)        358.0051 (43.30)        9.4877 (98.91)      102;76    2,792.3593 (0.02)       2475           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8--4096]          356.4740 (44.13)        604.9220 (14.01)        367.7834 (42.69)       27.0138 (35.51)        357.9753 (43.30)        4.2103 (43.89)     201;415    2,718.9915 (0.02)       2293           1
benchmark_parser_multi_bulk[hiredis-bytes-16384]              580.4002 (71.85)        832.4464 (19.28)        600.4003 (69.69)       30.9498 (40.68)        588.4946 (71.18)        7.5190 (78.38)     161;310    1,665.5554 (0.01)       1404           1
benchmark_parser_multi_bulk[hiredis-bytes-32768]              608.8819 (75.38)        844.4078 (19.56)        622.3146 (72.23)       28.5780 (37.57)        610.0410 (73.79)        3.3303 (34.72)     201;374    1,606.9043 (0.01)       1589           1
benchmark_parser_multi_bulk[redispy[hi]-bytes-16384]          608.9327 (75.38)        810.6674 (18.78)        624.3273 (72.47)       26.8069 (35.24)        614.6296 (74.34)        4.6156 (48.12)     142;236    1,601.7239 (0.01)       1234           1
benchmark_parser_multi_bulk[redispy[hi]-bytes-32768]          625.9899 (77.49)        881.3874 (20.42)        635.1996 (73.73)       26.3210 (34.60)        626.7731 (75.81)        1.9784 (20.62)     124;219    1,574.3083 (0.01)       1483           1
benchmark_parser_multi_bulk[redispy[py]-bytes---256]          851.6819 (105.43)     1,234.4541 (28.60)        918.0049 (106.56)      68.0788 (89.49)        890.9660 (107.76)      73.5304 (766.53)     151;57    1,089.3188 (0.01)       1003           1
benchmark_parser_multi_bulk[redispy[py]-utf-8---256]          969.4952 (120.02)     1,421.8222 (32.94)      1,025.0648 (118.98)      68.0735 (89.48)        992.5105 (120.05)      64.1348 (668.58)     132;70      975.5481 (0.01)        972           1
benchmark_parser_multi_bulk[hiredis-utf-8-32768]            1,044.0294 (129.25)     1,298.1948 (30.07)      1,062.5215 (123.33)      40.3303 (53.01)      1,046.2566 (126.55)       4.5167 (47.08)     109;218      941.1574 (0.01)        960           1
benchmark_parser_multi_bulk[aioredis[py]-bytes---256]       1,046.0140 (129.49)     1,476.1519 (34.20)      1,121.9254 (130.23)      82.8340 (108.88)     1,089.8430 (131.82)     101.5329 (>1000.0)    111;28      891.3248 (0.01)        649           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8-32768]        1,063.0214 (131.60)     1,296.8876 (30.04)      1,079.9782 (125.36)      35.9712 (47.28)      1,064.2842 (128.73)       3.8132 (39.75)     109;208      925.9446 (0.01)        893           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8---256]       1,095.8826 (135.67)     1,492.7341 (34.58)      1,167.3609 (135.50)      78.8203 (103.61)     1,138.5130 (137.70)      88.8442 (926.17)     150;49      856.6331 (0.01)        848           1
benchmark_parser_multi_bulk[redispy[hi]-utf-8-16384]        1,254.8328 (155.34)     1,788.2963 (41.43)      1,331.7688 (154.58)      58.3882 (76.75)      1,317.0876 (159.30)      11.2369 (117.14)    136;195      750.8811 (0.01)        654           1
benchmark_parser_multi_bulk[hiredis-utf-8-16384]            1,290.9058 (159.81)     1,661.3272 (38.49)      1,330.7965 (154.47)      66.6307 (87.58)      1,297.1428 (156.89)      39.3578 (410.29)      92;96      751.4297 (0.01)        647           1
benchmark_parser_multi_bulk[redispy[py]-bytes--1024]        3,413.6032 (422.59)     4,208.4572 (97.50)      3,680.3226 (427.19)     184.8601 (243.00)     3,656.6970 (442.28)     269.7286 (>1000.0)     101;2      271.7153 (0.00)        263           1
benchmark_parser_multi_bulk[redispy[py]-utf-8--1024]        3,838.3659 (475.17)     4,890.4270 (113.29)     4,102.9412 (476.25)     165.4420 (217.47)     4,058.4682 (490.88)     204.2520 (>1000.0)      61;5      243.7276 (0.00)        233           1
benchmark_parser_multi_bulk[aioredis[py]-bytes--1024]       4,159.8491 (514.97)     4,959.6401 (114.90)     4,281.9705 (497.03)     147.9560 (194.49)     4,219.0836 (510.30)     123.0079 (>1000.0)     31;23      233.5373 (0.00)        236           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8--1024]       4,273.3760 (529.03)     5,048.1167 (116.95)     4,455.2761 (517.14)     139.4561 (183.31)     4,425.9629 (535.32)     190.9554 (>1000.0)      51;5      224.4530 (0.00)        185           1
benchmark_parser_multi_bulk[redispy[py]-bytes--4096]       13,674.7039 (>1000.0)   15,553.7920 (360.33)    14,298.2344 (>1000.0)    455.5205 (598.77)    14,239.0823 (>1000.0)    598.0367 (>1000.0)      25;3       69.9387 (0.00)         70           1
benchmark_parser_multi_bulk[redispy[py]-utf-8--4096]       15,222.9951 (>1000.0)   17,298.0693 (400.73)    15,910.0994 (>1000.0)    638.7623 (839.64)    15,670.2721 (>1000.0)  1,137.1492 (>1000.0)      17;0       62.8532 (0.00)         57           1
benchmark_parser_multi_bulk[aioredis[py]-bytes--4096]      16,641.2969 (>1000.0)   17,797.1483 (412.30)    16,797.4530 (>1000.0)    213.4511 (280.58)    16,731.5819 (>1000.0)     71.5393 (745.77)        4;5       59.5328 (0.00)         60           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8--4096]      17,204.8747 (>1000.0)   18,797.7902 (435.48)    17,514.0856 (>1000.0)    333.7358 (438.69)    17,380.0429 (>1000.0)    248.9272 (>1000.0)       8;6       57.0969 (0.00)         58           1
benchmark_parser_multi_bulk[redispy[py]-bytes-16384]       54,974.6421 (>1000.0)   57,633.0433 (>1000.0)   55,981.1187 (>1000.0)    894.4505 (>1000.0)   55,852.2400 (>1000.0)  1,692.4385 (>1000.0)       6;0       17.8632 (0.00)         17           1
benchmark_parser_multi_bulk[redispy[py]-utf-8-16384]       62,333.6821 (>1000.0)   65,492.7469 (>1000.0)   63,411.5302 (>1000.0)    880.7677 (>1000.0)   63,605.1898 (>1000.0)  1,525.8377 (>1000.0)       6;0       15.7700 (0.00)         17           1
benchmark_parser_multi_bulk[aioredis[py]-bytes-16384]      68,008.9160 (>1000.0)   71,371.6359 (>1000.0)   69,206.7771 (>1000.0)  1,027.3882 (>1000.0)   68,918.3199 (>1000.0)  1,567.6782 (>1000.0)       5;0       14.4495 (0.00)         15           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8-16384]      69,777.7998 (>1000.0)   74,203.1173 (>1000.0)   71,276.3218 (>1000.0)  1,562.3628 (>1000.0)   70,619.7429 (>1000.0)  1,618.3510 (>1000.0)       3;2       14.0299 (0.00)         15           1
benchmark_parser_multi_bulk[redispy[py]-bytes-32768]      109,357.4930 (>1000.0)  113,094.1282 (>1000.0)  110,655.3480 (>1000.0)  1,153.5603 (>1000.0)  110,291.6789 (>1000.0)  1,087.1391 (>1000.0)       2;1        9.0371 (0.00)          9           1
benchmark_parser_multi_bulk[redispy[py]-utf-8-32768]      120,504.9744 (>1000.0)  124,505.6996 (>1000.0)  122,045.5333 (>1000.0)  1,433.8899 (>1000.0)  121,959.9601 (>1000.0)  2,383.5112 (>1000.0)       4;0        8.1937 (0.00)          9           1
benchmark_parser_multi_bulk[aioredis[py]-bytes-32768]     134,874.8300 (>1000.0)  137,230.2528 (>1000.0)  136,114.1934 (>1000.0)    859.9842 (>1000.0)  136,212.7233 (>1000.0)  1,425.9145 (>1000.0)       4;0        7.3468 (0.00)          8           1
benchmark_parser_multi_bulk[aioredis[py]-utf-8-32768]     135,799.9239 (>1000.0)  137,143.8610 (>1000.0)  136,499.7642 (>1000.0)    397.7128 (522.79)   136,586.8566 (>1000.0)    404.9740 (>1000.0)       2;0        7.3260 (0.00)          8           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Parse error reply

---------------------------------------------------------------------------------------------------- benchmark 'simple-error': 8 tests ----------------------------------------------------------------------------------------------------
Name (time in ns)                                            Min                    Max                  Mean              StdDev                Median                 IQR            Outliers  OPS (Kops/s)            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
benchmark_parser_simple_error[hiredis-bytes]            656.6988 (1.0)       5,186.1862 (1.0)        710.3468 (1.0)      137.9733 (1.0)        706.1753 (1.0)       20.8383 (1.0)      685;5138    1,407.7631 (1.0)      153920           4
benchmark_parser_simple_error[hiredis-utf-8]            765.0815 (1.17)     15,757.0466 (3.04)       828.1888 (1.17)     260.1364 (1.89)       819.0982 (1.16)      22.8174 (1.09)     140;1486    1,207.4541 (0.86)     146108           1
benchmark_parser_simple_error[redispy[hi]-utf-8]      4,134.1409 (6.30)     22,260.0065 (4.29)     4,333.9913 (6.10)     638.0004 (4.62)     4,283.1525 (6.07)      55.8794 (2.68)     338;3352      230.7342 (0.16)      62807           1
benchmark_parser_simple_error[redispy[hi]-bytes]      4,163.0119 (6.34)     21,771.9935 (4.20)     4,363.0429 (6.14)     650.9165 (4.72)     4,307.3669 (6.10)      58.2077 (2.79)     317;3814      229.1978 (0.16)      56371           1
benchmark_parser_simple_error[aioredis[py]-bytes]     6,194.6921 (9.43)     23,377.5936 (4.51)     6,522.3580 (9.18)     816.5088 (5.92)     6,431.2480 (9.11)      93.1323 (4.47)     463;2268      153.3188 (0.11)      33088           1
benchmark_parser_simple_error[aioredis[py]-utf-8]     6,244.0522 (9.51)     40,100.8874 (7.73)     6,585.4663 (9.27)     843.4758 (6.11)     6,499.7002 (9.20)      88.4756 (4.25)     724;1558      151.8495 (0.11)      47210           1
benchmark_parser_simple_error[redispy[py]-bytes]      7,166.9929 (10.91)    40,152.1102 (7.74)     7,510.9454 (10.57)    988.1252 (7.16)     7,383.9910 (10.46)    104.5410 (5.02)     334;2786      133.1390 (0.09)      30941           1
benchmark_parser_simple_error[redispy[py]-utf-8]      7,337.8906 (11.17)    24,973.8805 (4.82)     7,589.0976 (10.68)    865.6301 (6.27)     7,519.0328 (10.65)     93.9472 (4.51)         5;24      131.7680 (0.09)        553           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Test environment

CPU:Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz
Cores:4
RAM:16GiB
Python:CPython 3.6.3
Redis:Redis server v=4.0.1 sha=00000000:0 malloc=jemalloc-3.6.0 bits=64 build=6f05deda2aff122a