A performance benchmarking tool for RESP protocol databases.
Project description
resp-benchmark
用来测试兼容 RESP 协议的数据库,比如 Redis、Valkey、Tair 等,提供命令行工具与 Python 库(方便编写自动化测试脚本)。
安装
pip install resp-benchmark
使用
命令行工具
resp-benchmark --help
Python 库
from resp_benchmark import Benchmark
bm = Benchmark(host="127.0.0.1", port=6379)
bm.flushall()
bm.load_data(command="SET {key sequence 10000000} {value 64}", count=1000_0000, connections=128)
result = bm.bench("GET {key uniform 10000000}", seconds=3, connections=16)
print(result.qps, result.avg_latency_ms, result.p99_latency_ms)
自定义命令
resp-benchmark 支持自定义要测试的命令,使用如下占位符语法:SET {key uniform 10000000} {value 64}
表示执行 SET 命令,key 的分布是 uniform,随机范围是 0-10000000,value 的大小是 64 字节
支持的占位符有:
{key uniform N}
: 生成范围在0
至N-1
的随机数。比如{key uniform 100}
可能会生成key_0000000099
。{key sequence N}
: 同上,但是是顺序产生,用于在加载数据时保证数据覆盖。比如{key sequence 100}
会生成key_0000000000
,key_0000000001
, ...{key zipfian N}
: 同上,但是分布是指数为 1.03 的 Zipfian 分布,用于模拟真实场景下的 key 分布。{value N}
: 生成长度为N
字节的随机字符串。比如{value 64}
可能会生成92xsqdNgAyKcqtR4pyXz7j1GQAlRJQJ9TagOmCZ5xR3q3UCXl6B7QysZfgYd4Vmd
。{rand N}
: 生成一个0
到N-1
之间的随机数。比如{rand 100}
可能会生成99
。{range N W}
: 生成一对随机数,两个数字的范围是0
到N-1
,两个数字的差值是W
,用来测试各类*range*
命令。比如{range 100 10}
可能会生成89 99
。
最佳实践
压测 zset
# 1. 加载数据
resp-benchmark --load -n 1000000 -P 10 "ZADD {key sequence 1000} {rand 1000} {value 8}"
# 2. 压测
resp-benchmark "ZRANGEBYSCORE {key uniform 1000} {range 1000 10}"
压测 lua script
redis-cli 'SCRIPT LOAD "return redis.call('\''SET'\'', KEYS[1], ARGV[1])"'
resp-benchmark "EVALSHA d8f2fad9f8e86a53d2a6ebd960b33c4972cacc37 1 {key uniform 100000} {value 64}"
与 redis-benchmark 的差异
使用 resp-benchmark 与 redis-benchmark 测试 Redis 时,可能会得到不同的结果。常见有以下原因:
- redis-benchmark 在测试 set 命令时总是使用相同的 value,这不会导致 DB 的持久化与复制机制。resp-benchmark 则可以使用
{value 64}
对每条命令都重新生成数据。 - redis-benchmark 在测试 list/set/zset/hash 等命令时,总是使用相同的 primary key,可能会导致多线程 DB 的性能数据失真。resp-benchmark 可以通过
{key uniform 10000000}
等占位符生成不同的 key。 - redis-benchmark 在集群模式下,发到不同节点的请求都被指定了相同的 slot,可能会导致多线程 DB 的性能数据失真。
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MD5 | 65734909ee96f83c2be7b900bc97905c |
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BLAKE2b-256 | 86624f96462161d10e94063167823741d29c55a54589388468e2189b05023b73 |
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Hashes for resp_benchmark-0.1.2-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f7b28ed87148bd5667a8c50595b0d7ba4495e9531f491b7e9db06f1f003cc4c6 |
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MD5 | 0cef546313a8162b765edf427ab2237b |
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BLAKE2b-256 | 3f9baee34460cb8928be7f0589974ff11ab46e3a194e5ad5431edf000220be18 |
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Hashes for resp_benchmark-0.1.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ae85466d910e7c493ef117fa5914abb96587e84afa9d70f41d4d48eb768adc6a |
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MD5 | 7894a45e1641fa47255caea604ea2bc4 |
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BLAKE2b-256 | 8fd1b5a61069e13170f20f1ae438944b649c458fa0a9ba4f5c3795a52cee6ef4 |
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Hashes for resp_benchmark-0.1.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1c86916fc211c90fb6d979a734a7c40bfda210c34085dcc2ba6b87884932f0eb |
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MD5 | dd9695b5f1cd2d33c3022428e3fe0faa |
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BLAKE2b-256 | 28a08642667f1d05e42269dca01cd6137191fecd0d225052428b2ec18c89e23f |
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Hashes for resp_benchmark-0.1.2-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f2d9cbacd0858bc7aa59696cb40da98101bb3a99685bcb8dbe58cd53a400828 |
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MD5 | 9bb59cce3dc7bd0305c2998eadee5ea4 |
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BLAKE2b-256 | ed4d185c86c90ba1c94c60020b9f4cc3bae06daddf91d5b03b1867c5ada21f8f |
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Hashes for resp_benchmark-0.1.2-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | efdc1062307a311a817beadaae583ad0c6f6a6ae776e291efce6dd788f44314b |
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MD5 | d2b67370772b72f34f926f7a0a41255c |
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BLAKE2b-256 | 65805297d8912512df1573d8698f5fd4178caf7bae7ba1b65209b9e26a81aaa7 |
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Hashes for resp_benchmark-0.1.2-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d9a05440f40ba723e95f50c52e16176ef8be08f51f14f9ed93bb2395f818865b |
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MD5 | f15337a4ff0ad2ccdcbe581094ea5162 |
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BLAKE2b-256 | c801c21c36a2f902898c3ec49022aea4e90f3efffc653d6bc8ed7b52bd140d95 |
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Hashes for resp_benchmark-0.1.2-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 33bdc41e0df3dd674ad4e7b3f15284a3721560c5f5c9af1ea27af71b76c16a2f |
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MD5 | 7e016d97f10389b252cd906c2226b0f3 |
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BLAKE2b-256 | e29dc4a915d122b6493b59cd029d2f8b8dca3e9b414939df7215e563bd27793b |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c89b893196f1cd4f6463e9975e493a6f8afff71480096472bec5224fa6643119 |
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MD5 | 26e78d1beaccbaff53106df6c0f6b801 |
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BLAKE2b-256 | fa36cc96a979310b42f5fb67a9f92392f1256c8ba589fe995e739eefe414e09f |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eb25a0913667880f8a8efbe133b2b4bf0a5dbb74074a7831d3c620d231b84d84 |
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MD5 | e4e582db3fc461d449dda912ec006371 |
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BLAKE2b-256 | 6340189a60594ffc074f9c6be26d8ce3c6983b46fa03eef24f5fe42b9a7dc0da |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 94212562a0dc1ef1bab6cd95af2c1ab3b83597ccb4cabd5dccf33091d5ddcb49 |
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MD5 | f7f59a0d38a424d9982de693748adeb1 |
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BLAKE2b-256 | 6786c917ba23c29d6322465d67c246d7be40f3ed51aa0448b8db345ef95f8268 |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dce0839f08fb8e64d8bde6f409fc245fe33e326fbdf625a2e8c63bb6bb54e625 |
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MD5 | 4e7f40e0f5a9c9415a380141b3b4003c |
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BLAKE2b-256 | 9a0bc130b3d9294f82324bb23262bd99c7a00c6732991317ba4bbe5e52674de9 |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 598563ff7a1e33c8394bd70f6381903a36080ac35df5d89353b7d350f35159e8 |
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MD5 | 35ac1202bda509c7385f2535d1127e1d |
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BLAKE2b-256 | 38f2abb6fc8c0968cbe51b2cd683b75c57a515204d480d5650e02b45e40fc64e |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93e4bffa88cafd6af40bce8b597c145616db16ab155bbcfde16c7297b2e9a8a9 |
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MD5 | f6f038628cf46f601f0b875a70721dda |
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BLAKE2b-256 | 0d9f529469994d211e1a24ed0dc368149b0bfbe58047bab49f9f2d7f5f5f5c06 |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c19894fad6c242a8108ec37b0b307e6d995e0d2081e3511d41c3ebadbe74ed4 |
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MD5 | a178e79adb43d57d961fc588f140f5dd |
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BLAKE2b-256 | c640b4d35bdfb45299babcebcc593d841cc9b0d0db8e59df285fefb7d7ec3e1e |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5ffdb8b74afdc19947e3abe32dd6d938b4be53edd8987fd71474cccabd290566 |
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MD5 | f955ad6cb91c86b82cf19483dc9b1063 |
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BLAKE2b-256 | 8eeefdc8c6fb2545ee6984fd33718e5b9d393a196a34185e35f590b36ddc9ba6 |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ccd5a3825e62756d5d6767fc2d2b837d14987482e552ce393e3294810bf3f6ce |
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MD5 | f3b218dbeb51cbc9b7c02837a7e19124 |
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BLAKE2b-256 | 33ba253a141c0cc1878b65c8e6ef9b8b1377f56611483a8acafdf76fa15ad140 |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9154eb2b58ffaf57da93fb209cce6e13d20347e494a51ba29e0e0b7ec318c3f |
|
MD5 | 355ddd00887023cc859f2e293e5e738c |
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BLAKE2b-256 | 8cab752b115ddb623c95ff336ae097e684a91ef22406e5c61229b700e2aee55d |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 943cd17ab3c71f16ec073043978d4edd17e54052e2ea398be96eb79561dbc95c |
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MD5 | 9e110673cd2078c53bc8d0cbe490496d |
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BLAKE2b-256 | 4e28a3fcda1710f34f5f5c0f1a06f267a8d3103e630dee67c06d3b39b7be3f4d |
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Hashes for resp_benchmark-0.1.2-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | abc27c85a8b757676e8b61a5d467ef502eec99c54c39789b1919ae4b3e333f92 |
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MD5 | 3f10604649be9c4cd83dc7781b4f5084 |
|
BLAKE2b-256 | ccaf1bc3ea77185967b7ad4b139a8c1218e234b4363b78713e3011f17a9a480a |
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Hashes for resp_benchmark-0.1.2-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | db98b454e56a6bf006db1045e15746e981276729a67ce0da544bfc6b352df35c |
|
MD5 | 5ebe69531dab53275a68752be9daebe6 |
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BLAKE2b-256 | a6335cdde0c97aab8827d49f4296ff5c9097912b7f2e0dd5b86487c99d09369c |
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Hashes for resp_benchmark-0.1.2-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5d19db8fb067f698b4ad7408a451dad12b192b6218916ed38c9ddeeef96f7be3 |
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MD5 | 8bccafee196320d2411d669ff0c91e96 |
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BLAKE2b-256 | 49e580adff032963791f7b624eb879750c66fb0ec63963314907e42dcd15b86e |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3589104e60c82e49e412856e99e8b12e205278816febc367ae2bb23994e2f6c1 |
|
MD5 | 372402308c764ebae7b9c7f53a88d162 |
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BLAKE2b-256 | 2e2f353590401c8fe77aeeb9f3acda9bc86ce30ba872bcc4a1c9c74eccb602d9 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a697ee22bead4ca674f4ce45ca95c89d2d68bc07e5e1bcbddf2cdb52034bec25 |
|
MD5 | dcf6e0f5ea23bf5ffec87b88b4249972 |
|
BLAKE2b-256 | 6ebdd4d93079d4ae944d196d94df2700b19f6c4473c0ab7651a053ce040334c7 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 19ab11201e1a42985400553981b04c79b7e35cbf610442ed58e443861e3ba637 |
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MD5 | de2f400b758ab594db4ebd84d5982442 |
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BLAKE2b-256 | 7240f85d828dbf6071f80f9a1e80f793484d17a9a2a267755bdf5fcde5e161a1 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45778a8a88113f251fd6a6cd5df709b4239322c8b5bd39b8bc22da6ab82d7b67 |
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MD5 | e96737c1b80643b379e9c2b40be6ec42 |
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BLAKE2b-256 | e691a4a74073a61debe783f6123d15918ec0cec1ee7ba4a978f25b72a7acf6f2 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0716f1c69e7c4fe647194ee5b8d52ce17462230507fc68a5662d7d93b382435d |
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MD5 | 376f64e340b2b0bf0c8593049e700e05 |
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BLAKE2b-256 | 046155c01b06487d8f23bc1f83702b572868cc9f1be734ac1c89e16de1358694 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9352c015b4495e58cfd942ffa8785cd87876c4a4275d3f508f2b4acdffe4eba4 |
|
MD5 | 18e3af4c4c4932c406ea9ad5aa4ea095 |
|
BLAKE2b-256 | 15ad27390be647fb5f9d30a1e33caae01b9e16fee62957b19e2a00e5ea45d382 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c7a357cc8b17498b331805c8263301ff2a0e656383dc0c4769a34b9740136500 |
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MD5 | eb804e11ef1c0878617965960c0dff7f |
|
BLAKE2b-256 | 251dd66c25631cc8dd588cce0b408618d498eafdb17451557d8d7666c3664317 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21b92d5441d07115e0d2ef253f8ea5622abac0b3f04119c374a894a5e2734e58 |
|
MD5 | 20899841c1c8288f6d09cc100234609c |
|
BLAKE2b-256 | c61d696e94dee64d7f002c26f21b1114eb343e6392085664eab42401a57d3ec7 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 99a858d07b4a92608a211f4edc04d28c5f088d22418d2dd746645a7c8329a45f |
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MD5 | c4bd96bc068e231973312cc640e2eb19 |
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BLAKE2b-256 | 95fe3649e0d1992e8492f7d16373b57209aba2d7c4a7fd756db98cc0e5349143 |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73653f71bcfead3a55f68b3cd43a670e1dc84bbad42d7bbc50101ad1e9b7f605 |
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MD5 | cc7f58574e92868cae62b33b2c3099d4 |
|
BLAKE2b-256 | a9605b9e6c243e8e7a62039f9ca6d8dec4d5ba6fcdcefcb8be26963809f7f36b |
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Hashes for resp_benchmark-0.1.2-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f8fe2c5b3d521cb125656b2641546bdf547e10265dca4e0151e599b4c2408000 |
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MD5 | e53ef875f1e559892c2a555f54c50811 |
|
BLAKE2b-256 | 9d7ed4b6b927a948fd4f53c6caa18215360b731611e76273587912998afbbb0d |
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Hashes for resp_benchmark-0.1.2-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9cb38b59383f16a6fbd7757412a48348afc37740c7bfd1251258cf18b271dd27 |
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MD5 | d83bdb318f9de1a48b05deb8fcdad9ba |
|
BLAKE2b-256 | d2e2fd484969ba10294a95f2d47f75adb21048c1285ea1ec341897cf0d5a00c4 |
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Hashes for resp_benchmark-0.1.2-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | db8438e1d103d0776614c4bd57a0e8292da29f2bdca408288641dc0a738d02e6 |
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MD5 | 8c86487bf62ce229c02d660f5f60b6d0 |
|
BLAKE2b-256 | 7a23d101b0c7f2284c92c86ad0806e94a170fd088a756866ace60ecdcab6723e |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 895b57e6760d3ec724145d14cb60d337c1061751874e749990a4e0edc2003ab6 |
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MD5 | 35c2de96736d2128b808fd674709801e |
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BLAKE2b-256 | af5984d30202ae28442a7a42718cdc79e8e9c3f9d6b4b1b59ed057ead2b865e6 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 82ba97c9537a68ae2a91248f8decfc9459386c5c4da4bcb042cb3c835fae22a9 |
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MD5 | 9c1eaa0c9e22b899d2c632e52af351ae |
|
BLAKE2b-256 | faa65f2b4d51c7ebec2c815ec178560bc1fc275c1c9b2a965aa525193e8e4a48 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 199bf754dcbc383ffb906fff8cf6a7b859f09d2d8ff9ac1b67e484e754a6682c |
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MD5 | 319f4fa39a68aa6dcd068294d26bba5b |
|
BLAKE2b-256 | 7ba4235cbc2575ef2e3cdf06fbe4f334a45556239edbe5a75477678a37e6b774 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aee05f908cfc7f9d2e838ede652a0f37f5f9c455e27dae17d05f1c6497441e96 |
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MD5 | 00af9512357f626eeadb50c163475c3b |
|
BLAKE2b-256 | d32195992af44624585a9d7f0998d4d820f2fe76bc0f87830306b04d32b2f5ea |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 78ed1ef7f34c801cba5506f19daa5f32a80db35914ebef58dde8a8f61e017be3 |
|
MD5 | cf9b8cac0009b65f84c58a6b60f9de77 |
|
BLAKE2b-256 | 7e97cce5b83a418c2470b0078e83a462aeabc8b151f46816892073037ef04dd7 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7487ab8d763f64048fceb5f10608e8954a98af8602a52aa3dec48a19bb76ea49 |
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MD5 | b020e5d39acc1608ad0d85e5c23625c7 |
|
BLAKE2b-256 | 33d842b4a237f6a077f1a3b80e8caf158dc7fb710f9f8e5935403d41cb1fde7d |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0b2242aa4a49e338eee04b403a395c81e69f4648743210cf8311ff5fe2b9561a |
|
MD5 | 4821ed3f0c61cacb4a588f883674283f |
|
BLAKE2b-256 | 88bd89431c4d3264b4d9abf4c954b4ddea4b10492711f4daf5bc81da481ab028 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 437cab9270163fa7c3c4d5580ba2c07fdfe67d6b0bd8f6757270428a76e82944 |
|
MD5 | 59247b78628489a55c9930657186211f |
|
BLAKE2b-256 | 96d9517c8badb7fee882a53ff7160b0a8ec29af98efb3354ccfd9d6db2b39089 |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7966a7a13f96ef3f567b4b454a2c388d3c058d252b40d3bf6ccf7eff107827fb |
|
MD5 | e7f9b36a0021c6d0516a417f94bef1c6 |
|
BLAKE2b-256 | c26eb623c324ed20bc86e4dc073fca4ec919cbb28228d1ee6b18d4887f70db4c |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | afe2f9b23db8e2af110bc60f5ba498247fa58751e52c7cc237ee836fcd03096d |
|
MD5 | 716b11a2d27eed983187cb9fc7f15ee3 |
|
BLAKE2b-256 | 0056bc7b518a7a215d941912fcf94db6a0fe744130c4f3139cf2127e7674669a |
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Hashes for resp_benchmark-0.1.2-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3e022936c27770efc0efe3a9f89fafbb865ef513699cc4542386a8059a1f3a74 |
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MD5 | 3a2ebce64724002f90e60d7af1400252 |
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BLAKE2b-256 | a4c6ec92673207c4ebe89187283ab7fedb678b03016c1a128bba27f3c966a52d |
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Hashes for resp_benchmark-0.1.2-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | a904345ef8b64204dd720955df91d96c6645de9b2479db13c28e4d8b672c0437 |
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MD5 | ee1e588ebb90094f8a022528b621c8b7 |
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BLAKE2b-256 | 754dca78468c4469698d3a18c084d300c7d88c5a532f1f4874431e6410363ea5 |
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Hashes for resp_benchmark-0.1.2-cp38-none-win32.whl
Algorithm | Hash digest | |
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SHA256 | 085940fe9ab14fa5097b87cdc4639b3981a342d7b7e7a168aeaae21a3cdf1e05 |
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MD5 | 6f661f8acbdd46be0ba1a5b48a32a0be |
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BLAKE2b-256 | 0ddae83b35f12f16d9ad39ef31698ed0fc9f64513ca554f9362fbb391e2cbb47 |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | eceb7d82712e07a94b9e4ffc27a3f1b0a116fa574e588d735e4974ada4df0ed3 |
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MD5 | 65304e338e941f8155e8aed83b12e11b |
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BLAKE2b-256 | f80e054e0c494f8e101b64a1e25e5ce886b1717161116adc1f56fb8e203a1bba |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
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SHA256 | c9eaf8c1f9b986c83606354bc3d51afb1ac8dc3505fcd0a2b58bd66c27bcd7cb |
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MD5 | d727a040469fad04422429ad81638cad |
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BLAKE2b-256 | 22b84ce878e0d658110c3a553798c2920db0a6332ea404ea430007f8ef0a3aac |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | c3e9558d2e2f4fecadeae672199bde40041eba120bb2e30bce4bee631d2752c7 |
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MD5 | 03c54e4b78a68daf5bfb9716a4c6b5de |
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BLAKE2b-256 | 49e10a0463e7a40abe47dc16e17d2fbf0f708c9418ff5b3794435986c31beea6 |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | ddfdd3252822dfd24a12ab3ec1e12d41698c1a86b7dedc72a4ccb4bd02ec8c99 |
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MD5 | 4545aee90ad45399a9c40e058774f233 |
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BLAKE2b-256 | fecee937838600ea33b46db6019af8bad22f2895d1fe2ddfcc54699571785200 |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 1aecab0e834f2e86d6936c54481b1999cd76e5b2044008454d5f365c0e20667d |
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MD5 | 8eaaf0604f834d71b61bb5468f225805 |
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BLAKE2b-256 | 515b211e7ff9fddc0c87189cf1710d3c33c3e0eaf934c367e32354746e2facc6 |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
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SHA256 | b7148d16f497bc109cc810df1bf76ffca347b2a0344413f7bc11e5f993ddf9a1 |
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MD5 | be6c6bb2d22342f7533f631d25cbf1ff |
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BLAKE2b-256 | 4340865d5466008c6a0d7a912fa6d42487441ca311bd429c812f5228f65cdc7e |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
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SHA256 | 12521b09716ebed94a0abccfb9ca022cfde6193656fe9b5150b25a5e05d3dfd5 |
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MD5 | 20819e8cd2aa904bb17c935af2dd0b49 |
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BLAKE2b-256 | 88ce2e52e95a5de8fc23863e47537fe6f009c600cb8ff062deeb0734f342ebba |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | ed5fa55fff2d2a06c50cac1b2f3af77795f89e0df38b9c422eaba24c2102184a |
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MD5 | 3b72fa2503d9898c15f06382e449d412 |
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BLAKE2b-256 | 5c8fdfd674a30337206c143182e49254932478877d57b314b7359c5bbc18389a |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | 3b0e936d43b1fb50b5494d5159e00c21563d5906bbe27cf6f8eadcdab782365a |
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MD5 | 12efc9a46d62f2289ca3d89b5264844b |
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BLAKE2b-256 | 9405249dd75605dbe3e6f69c6a27832e075363f787a5f89244b129e53bff8cdf |
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Hashes for resp_benchmark-0.1.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | aef70ef7159bbc6bb797bcb9c9fe4e3d6f3e916bc704b595f81c54563652edd3 |
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MD5 | 74af0cf51694522bb9068567220a2c5f |
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BLAKE2b-256 | 64f9c1747d2a978584c0ba5b174571d2eaa7c787dd04e0877b9a065beff0d95c |