Stable non-cryptographic and cryptographic hashing functions for Polars
Project description
This plugin provides stable hashing functionality across different polars versions.
Examples
Cryptographic Hashers
import polars
import polars_hash as plh
df = pl.DataFrame({
"foo":["hello_world"]
})
result = df.select(plh.col('foo').chash.sha256())
print(result)
┌──────────────────────────────────────────────────────────────────┐
│ foo │
│ --- │
│ str │
╞══════════════════════════════════════════════════════════════════╡
│ 35072c1ae546350e0bfa7ab11d49dc6f129e72ccd57ec7eb671225bbd197c8f1 │
└──────────────────────────────────────────────────────────────────┘
Non-cryptographic Hashers
df = pl.DataFrame({
"foo":["hello_world"]
})
result = df.select(plh.col('foo').nchash.wyhash())
print(result)
┌──────────────────────┐
│ foo │
│ --- │
│ u64 │
╞══════════════════════╡
│ 16737367591072095403 │
└──────────────────────┘
Geo Hashers
df = pl.DataFrame(
{"coord": [{"longitude": -120.6623, "latitude": 35.3003}]},
schema={
"coord": pl.Struct(
[pl.Field("longitude", pl.Float64), pl.Field("latitude", pl.Float64)]
),
},
)
df.with_columns(
plh.col('coord').geohash.from_coords().alias('geohash')
)
shape: (1, 2)
┌─────────────────────┬────────────┐
│ coord ┆ geohash │
│ --- ┆ --- │
│ struct[2] ┆ str │
╞═════════════════════╪════════════╡
│ {-120.6623,35.3003} ┆ 9q60y60rhs │
└─────────────────────┴────────────┘
pl.select(pl.lit('9q60y60rhs').geohash.to_coords().alias('coordinates'))
shape: (1, 1)
┌───────────────────────┐
│ coordinates │
│ --- │
│ struct[2] │
╞═══════════════════════╡
│ {-120.6623,35.300298} │
└───────────────────────┘
Create hash from multiple columns
df = pl.DataFrame({
"foo":["hello_world"],
"bar": ["today"]
})
result = df.select(plh.concat_str('foo','bar').chash.sha256())
Project details
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0e83c6f31ef1af6fb79f333a0c65af4d506a3e8e37df5a3aa098c2296853cefb |
|
MD5 | c94808a3cce4e080f89b670bc3c9e142 |
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BLAKE2b-256 | 20e3e5646442f56087a6baf4172bc02b903b9f2c222babd6ce2e446aebfe21a4 |
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ec37b088a277540b475556bf85b9d920eab62ca4bfe3638fb6daabf10ca1a161 |
|
MD5 | a0cab5365104a933909342885c185066 |
|
BLAKE2b-256 | 2eae3e37e4bac960e3f66c29a26528179f3d75a9f45b937595a6f4b4a6cb0255 |
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 477c03b35cfd6ed30958fd7870bde885709eef34d3066818b61a579d7990c119 |
|
MD5 | 91cb48a6dac1ffd7c5492eb2420094cd |
|
BLAKE2b-256 | 4f66c1c1a0e2221fe8d63bdf8c54cae194882e08bda6c85493ee4c85ec2c6850 |
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ef0cae37945c2397d6577398b3a8b4492f7fe3692a211bc7df87e3d684c8b698 |
|
MD5 | 181ccaf09ddaa9ded9095306752db59b |
|
BLAKE2b-256 | 9d5b94b6d727874c9a566e32022ebbb58dab9b5614da06624c1a00db9a2a362b |
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 28f1149fd2b01d4d60dcca5400681150cffb7b7640860ce1545b6ae8cf433115 |
|
MD5 | a15ab52d4511277a838a2eeeb38d485e |
|
BLAKE2b-256 | deb8e860a761a32ae7fa79576d76ad058522b761e094c3e2ec4c11aea7888747 |
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Hashes for polars_hash-0.3.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f8f1cfdff58d1c69f5a141bd19cd7e671b94a988b7ccbf797d6ae8b227393d5e |
|
MD5 | 03ffadf9d4afa8a962280f0f241aeae4 |
|
BLAKE2b-256 | 778bf3a4f9907cc3d48dfad464b23c0c2afd7cf8418235f90a6d4f72adc1e61f |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f49919ad21a0d2023c08b44fe4cf8b82eacc11e347da44e9f94944660a274492 |
|
MD5 | 5d68d63cc255c5c4a040a2f31b50c6cb |
|
BLAKE2b-256 | a9b9a05354f8e965caa2fb8569254a053eb74b304e53c64b2eb337ddbf8865e3 |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a6b53b7cf3107fb071efeb500a2dfbcd95fc52e06d7d77d74d8380769a5775b2 |
|
MD5 | 2f7ae03fddefb1072a0138e0c0d637ae |
|
BLAKE2b-256 | 01ce7557a000252096bf5bb02ccd5edd7477f97cafc82fcc1c32b11af320434d |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 074c9b98c5c274be9ec7bdedf1b7414682fc8e6951b955314bf88ca9ce29c0fc |
|
MD5 | 7892e75f1ee229b9e7be3bfbf7ef541a |
|
BLAKE2b-256 | 9472ffa611f012ac80f7f354cb97a400c50872d36fc22ca91d7d999eb38b7073 |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7df663d619d748009f723fec2b0947e492f89876aeed1a2720407f44df01e221 |
|
MD5 | b1e67bdbe6341f9651a1e6d863d1980a |
|
BLAKE2b-256 | de82aa146ce6cc4b74a2c013fb93e9a9937f061413a2994f088c3defe514ee9c |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8fd4c2d4c70aed5b3123de0d7efa50c20c9553cffddc3bb14fd3179b8e544fce |
|
MD5 | 2020c4514729a9cbba1e04fa2f81d06c |
|
BLAKE2b-256 | 3bb428b1c7a0f408c48119151e6bdf9c19d04c7b1aecc92aefa98bfa64c33488 |
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Hashes for polars_hash-0.3.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ef2aaaeb791d24c4a1193d4d40d440cf8befb67761820004b82b59c853e29a76 |
|
MD5 | 5bbd5399bbcf4ab1b98ea09350b9af9a |
|
BLAKE2b-256 | 6cb586c2b7d4d368f9c6b16e1a8eef7a0800d98da83ef1c7434bea3dd3a81fca |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a4e26e4240fe01537f89cd2448da7d9eb79c88141cb2057fdfb0bb9007b64bae |
|
MD5 | 586f78a56a4802d09af143f07963861f |
|
BLAKE2b-256 | b395889130d7dec7799751e7855f9a8c8e38d68da75a8fb1fcc6b8b1a5bbbeb1 |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e8c0eaf65761201b6377a1928d5cf5535a9aae7ec57aaafd9f2a057de590b4b |
|
MD5 | 44f94ffb4b982546f484991049483781 |
|
BLAKE2b-256 | e51f0e6deb76d61c5247ac8f6c0667cba02ced2cfb9d990fd30b2575da5246c7 |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ae7f88735708389ac32531510a5175b470f351cb23b51e5031284e005fcf4402 |
|
MD5 | 9c0c398dae0952bc13d734167155a076 |
|
BLAKE2b-256 | e784d1d7c36a69915d0cd82380dc2729bfe0fe83d7ec2218decd72245b5d2b0c |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c1493de32e9eba876f8d62b1c32c3c7dc9de5eac4346d4f078248494b85b66b |
|
MD5 | f4f4794999faa1f54eea6c3c25cc7822 |
|
BLAKE2b-256 | a480af810363fbcb28815a10b2b2c8b08249a988c5ca00c09fbe7e21c74a30fc |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1341333376f77629dc2f4c7a04f805d343ad2a37b0e2e2ecf2a9caab05a1445 |
|
MD5 | 7a142e3ce4a66de2704519bbfd952dac |
|
BLAKE2b-256 | 55630f80ce7811dc14d75e6a8d20714f1578f31c79b88a85212f06d3998cc1d0 |
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Hashes for polars_hash-0.3.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cef7cebf031fe2397a5f7593621caf53bc1726a78985ca6b0f8a35be45d5b171 |
|
MD5 | 4f81e22ff3ae988c03a4995ec41701f4 |
|
BLAKE2b-256 | 596407e08b412102a4c6d7cff997ce9d4f4016a9b9d36527a0e85db9df3e5887 |
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Hashes for polars_hash-0.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d4e8d216bebfd7a2bbda4d2a95ddfa323b135d5dd08fc5c5bf0f82ad3df0191 |
|
MD5 | ed4bb788f4bab80d2c843ce67741f91f |
|
BLAKE2b-256 | e08ac2f59f4faf0054bc05a6e1ded987d5b68aa21b43fe67e62e474618ca8ad3 |
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Hashes for polars_hash-0.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5b7765de70c4e90af2df617b118f0c2989590eec494f9ad704524d6f6ff882eb |
|
MD5 | 30ddaa4a8e3ab93931b7b310f2f7659a |
|
BLAKE2b-256 | f852461f074e91a94a270251e3211d8a772d2a7f526a3c744a1393f0d03a2ab7 |
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Hashes for polars_hash-0.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c0d9b561812e8a87ff3bc8ad24de7eb02dd80e048d6ae1bd69db3756ad3a2ee |
|
MD5 | 2c9f642586e1292152ce514ff957de49 |
|
BLAKE2b-256 | d9a8bf03bd6e1ab0416aa83d43a6b31e763abe116e4d35eaf7f65bc94a0c71e7 |
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Hashes for polars_hash-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 40ec6ef1b734c596a6773134daa0dc55ddc7056ab2a93b0ee4b6ac8bc88b7bd7 |
|
MD5 | 4b6e3f9ad904b7aa26094a9306eb22fb |
|
BLAKE2b-256 | e8d41a0319278655d027a2f88995d75775f403e427712dd7433108f5bc83f598 |
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Hashes for polars_hash-0.3.0-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 332daec7661edb1b33a22906aa551a1744d06a620914e371c85e10b4462e29b8 |
|
MD5 | 9a05bf22a4a700d97fad568b0beba887 |
|
BLAKE2b-256 | 2573f97d6a5282ebe240dfe900903ef78543e2da4c6fcacd80bf87ecd707a385 |
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Hashes for polars_hash-0.3.0-cp312-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 34c5a385f176552e147859483afbdb79a5ef7e5edc2f923199fcfa4c83057670 |
|
MD5 | cdd19753f178f0864d649c27470786c7 |
|
BLAKE2b-256 | 32950c999dad07fef44356c23657e23a1cb5b8e6cae2015b47c8148183b2c434 |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6cfdce4137fa16174f3500f3a460668187feaaed4589f0ee3d4800584172d307 |
|
MD5 | 820e43bf056591d26fac2f8f766b8cc7 |
|
BLAKE2b-256 | 47458ca9c561ec389ae98d9e19b2a1bd36b889df7588014930770c057eafe8a3 |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 662cbcc55ba690ced145c8f55e1548594f151a09f842d703f055f650a6e01474 |
|
MD5 | 4c324544844b068e5dade81df38c83e7 |
|
BLAKE2b-256 | fbfdef8c106d67c7baa9489c6db8f11ea45a84f243ffcc1523cbe6dbd5347c53 |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aaabba1ecfd4abe54bad23656c4b4880ad408747e9be652b7b0c13ceb7503c50 |
|
MD5 | 114594c391c86b6232b83626c65d2e75 |
|
BLAKE2b-256 | de7ef70ea863a3e16457aec721135e89b07076ef3a9a760f851043b5b04a2051 |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92d90f24d085590cad1106a29b713db322f93c026d626a093520e4957c5db96d |
|
MD5 | 7c305e85e2e34fa38d14f9501e9cd98f |
|
BLAKE2b-256 | 79dbc4e1ce90c3071a712cdf002631f23ce0fb3dac3ad35794227dd665aca245 |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5daf95998e68d953831a7a572ccfcb61420f23a01bcacc29fe4dad9c96080931 |
|
MD5 | e366a0d41a5c4357bea176a6898378cb |
|
BLAKE2b-256 | 11dbd1f4dd73d6476475568bac827ff6205f5e72ff3ac94d20683aecd602f3ba |
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Hashes for polars_hash-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e995517091a974c3cc2d63c89eecf13304f57a6b6f4839bceb50accfbe467d60 |
|
MD5 | e68130c2619c2c5e6fca51024343470f |
|
BLAKE2b-256 | ec7efda1e90d96a22a6c01b846b8a67a87ca3d4099200aaf56d46bca3353cb48 |
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Hashes for polars_hash-0.3.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9c73877e86d75fcd826e30f1128f12b13b66c0552165292bd8fd7f36b8cd610 |
|
MD5 | 275eb286c8b15c3006b7870a07f321dd |
|
BLAKE2b-256 | 9e0d71e3a19a1a2ebd58bbab0bdafb847b014dbb71ac7a884129df32bd4c6bed |
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Hashes for polars_hash-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 40b63cf7297a91b81b60a8bf790bc2563d0a332f85b28f259c6ee0d740b5d540 |
|
MD5 | 7ebd80667305fc36de409ab063c5037c |
|
BLAKE2b-256 | eaaa002d0239931ea5028a31ff695a3cd3c0bbff36f63b038c59964408024ad3 |
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Hashes for polars_hash-0.3.0-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8d3cdd75bee18f1b933da2737051eff42e3f88ffa533ab29004163514cb56b69 |
|
MD5 | 99435349c3127063a24be55d49958c05 |
|
BLAKE2b-256 | fa929df08c5f3d692c443828c37b4ca4efb48f228330f7676061820340be863f |
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Hashes for polars_hash-0.3.0-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5bfa3acdfc48f7cf6ce16976d875dbc2156924614d25aef59f2a1085e6161eb9 |
|
MD5 | ec6f947fa88d700a6b6d9a308890e855 |
|
BLAKE2b-256 | 4c963d72236b0fc1d660d9d80ee8525d4dd3a6c8aebef7ab15ec6abfce9dbf22 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 342b5657ef1b7934e42dae982465d2a3318aa7021896c0bb6c8e4f658fdf0534 |
|
MD5 | be88d824338642ccada54d5a95176624 |
|
BLAKE2b-256 | c951aee3f7ef12b39bb7cb73755fd4cbb6a79f1206fce423a1e70307763e35e5 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 721915d2db36db7796a7be5cca7f791c794b26a9c610e57aa4a5bef9ce5208f0 |
|
MD5 | 0fc441aea7f80f21285b344e2848b569 |
|
BLAKE2b-256 | 383f905c301fa9bd087cfaf80227d03dae813e09a291f3ab4e6028fa6620af91 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7448d11a5b8cf516452691976fea7e33665798981973f3a8ccd3c1cdd35001fd |
|
MD5 | 11b9de34d05c7a5c1317aea57eacc287 |
|
BLAKE2b-256 | 33745c7a219850fa5db162e8f80bba700a1df075507f4fdf09fe46719a4583f2 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4ec824ff713cbc44ba7cb9ef0fff82258a013b00dc3ecdfbe429d6481cc374b9 |
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MD5 | a09f29afa3b2c73f19956f20af99558a |
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BLAKE2b-256 | e097ca939dda8e2fff0a34d2e9b8c401f6919f02a8aad5be05ac825f063d08d8 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7ee7475ab97f5bcf4153342c1464f833e4df3ec13c06a51feea6b9e00ef5c7bf |
|
MD5 | 2338ed9afbccf750abd8b53e0dcf00ac |
|
BLAKE2b-256 | 567db17137063d704a79834a574a2dc74f04f698b943aad40f04fd5468c04fe3 |
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Hashes for polars_hash-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 13ba5d1f760ff685ad10bc140dfe8058675c430a6dc3620fd0a8d76e99cf78b8 |
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MD5 | 0b5031a9c2bf6bf85407003497a20966 |
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BLAKE2b-256 | 41daadbcf5fb6f4e558d97de28e997e6d6f73bc1d859e59ec2fe628ddcdb5933 |
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Hashes for polars_hash-0.3.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
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SHA256 | b427219101c986a97271f3944c65a4b76ef85742ac16ea5d523765787c4133b4 |
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MD5 | 4f65ac376b711eeb023cfb499d3b8811 |
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BLAKE2b-256 | f59c86a381058439f1293c5c65d775dc88cebdad5ea35e8aa23a9ea53f1aac97 |
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Hashes for polars_hash-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | fd7bd7defa3ae3a2c2632dd21e80350731bc0f14560ee3793cbc50575a3b85d5 |
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MD5 | 37af41bce0b9b40c3ec29047c988f728 |
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BLAKE2b-256 | da09273b0219bb44ca9f689817109f0b14550d89865fb715f1765f968b5fb4cb |
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Hashes for polars_hash-0.3.0-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a17b0770f0369991044aa1c16afdbdde0f5321ec7a07ced8654ee351534cfd7b |
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MD5 | 1f696766674ba7f5ab6cf792c258154e |
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BLAKE2b-256 | 102f72f857a00a4bc2c1a25d16e0cbd62282e3212c2a41056c528eb5d7536399 |
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Hashes for polars_hash-0.3.0-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73e4d4ac7c3d36920527ad48f7e825d7aa5ab3e4eba935a4f112cf5fd6f7ad31 |
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MD5 | 9c301eb4797dfe7cacc4c959d745a81d |
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BLAKE2b-256 | efeef5afb1a893a394d870855400aab2b6a6d78bc86a0e8a9782bcf08e2b3b25 |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 33146217498371a650bfabb43726f642bd5f3f8f9646d7859cc31d99e05fa807 |
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MD5 | a4af000ece819960a70e90ede2edf215 |
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BLAKE2b-256 | 67fe760e4168d4d25f9ed4c5ac3adcb049eafef0b99211dda9273640b9391f10 |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f4606f7fdfb2214c2ad211b45d1f9a3586847b6d560e94fc7c7b0c29bab87541 |
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MD5 | 58983b77057ceba34855716e94b920e3 |
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BLAKE2b-256 | 43611cdf9dea7008cb13c6092fe408f6de3668c437d126e4f3fa0ed92cbff57f |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23b254d12e02c3ddfed973b0ef3de02143479777a29c70d1e934eced6766c7ea |
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MD5 | 9b1ae09afef41360f7468ac63bc403a5 |
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BLAKE2b-256 | 43c1dcf59b8233e8f94f9715545c1c796ed55775d507399b268d3f4df02cf031 |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7400df24a6c4ca1d58d9428eea6fd1d7f1ad472d6d54e5ab3c9d033cd3f77eec |
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MD5 | 15e6c12908840898f67551e7500b7ca0 |
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BLAKE2b-256 | 3a5d7adbaf784994f07fa1dd8096a7575eb3908d09483fe94055d6ccce5812f0 |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f2977bebcae838a4c496ec1c24022e10c39bdacfad3491e75b4ad2923633b28 |
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MD5 | 04e0f561b0f9314fa41bc8e8fed9f202 |
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BLAKE2b-256 | 6297b7ee384085a901583f743aa65313a6555dbe59b6cd70bf0804821aa033e5 |
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Hashes for polars_hash-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f39c00a3b1cfdc83adffeee4aacb59b5435efebffc109b9c583df0f718c284a |
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MD5 | 75548218a430954c28f0cb88fc3f69b5 |
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BLAKE2b-256 | 4225a5fc5bba1ae4219748ec4cd622600a7180b91c87eeb26e716e8b01af02bb |
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Hashes for polars_hash-0.3.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 20cb41c87576eab3a4189e8808a542c6c5f5ee4d0e1472bea18bbe413acc1621 |
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MD5 | 8098db9c00fee85836e53221374bda6b |
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BLAKE2b-256 | 309ea50f6bf92d0888051757e018b2798f28b9b4907417adf9cbddd62d2ea890 |
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Hashes for polars_hash-0.3.0-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 59277a2c337de8e542ed5cde1da2658f5ad3dce6bddbf21c1b90762c4a757ca2 |
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MD5 | 80833c37689dc8aa6fb7db7bcf250dac |
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BLAKE2b-256 | bb584849088277a2b23effc60621fe27b9e11d651cb7740bb89deade4550d2f4 |
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Hashes for polars_hash-0.3.0-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cf9ec479298637aa91bed1b9a5f4c8d14f751e42116ac9c966a3ed5e9728b747 |
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MD5 | 820657f8cfe222eef54480ca2c6ba069 |
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BLAKE2b-256 | 853a83880306460cf2dca90b4bf7200ebd1464195dd3ec2025d78e7e9e0a7d35 |
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Hashes for polars_hash-0.3.0-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 697f6aa3c5a776d40de02b58d35287c8ba2a6ce2a26f3a07ee139542a5e710eb |
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MD5 | 8f662227f8e5f7afee6efbb697e1238b |
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BLAKE2b-256 | bc0dbd3314dcff6d69178b59cda78eea659cebb28dbb159a3f924a8df77cf158 |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b2945fe41b18b5eed6cf2f8ced1b20a1122dd3453a29ddeb3a73f61b9ef87cf6 |
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MD5 | 122daf0ecba2ae1cd49cc7a142c9bba4 |
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BLAKE2b-256 | 400d71e1b5d2cac0d285b5a15b7af9169d6e65c5148224101d3db666c2639a6b |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 37e30984bf74ed2cad2bb8a65062fe4a57461e17433970a7df18ce5aec001826 |
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MD5 | 54c6ae87d5ac85d16e20fb8dc2bd032c |
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BLAKE2b-256 | e642581c099f5c6bd7e083b84081a38e1be679d0a5728dcfd58f1ea16459319c |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bec188b4a1c0bf6341782ce55d46850b0dd87ae61f5d76fdc4e18b7b8295fbd1 |
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MD5 | 88f1327d3e498f11c2efd287088f8078 |
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BLAKE2b-256 | 3569fd27c26aa61b509eb0dccb597ef1385954b68a4a5c37058de7ae50c3dfd2 |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3c2e6e0ae47fd49793dbede6086441164dff575a842d39e6dec3a2a852afbe52 |
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MD5 | 438c488f260d046a0fcbf8b5754bece8 |
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BLAKE2b-256 | 291be7abebf4620343eced9bba278a8992b4cb38f412d07fe7024c337ea3c53d |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b15b270ad813cc84f2fc5681bbdcb48622ad9401660cb927b8b8f111400dcdcf |
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MD5 | 6454308462605785a5d44fe1ded89540 |
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BLAKE2b-256 | b5401b54fa65365109f63991644eb7b179cdb2f9ab67929e4d6d29b13f5d0eeb |
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Hashes for polars_hash-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 37caf1226e2610e8ee23f1aad3ac1c32eac852ec1835514b2613a00f3b788350 |
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MD5 | 3c28a26d737dab5b2e9fce2e216e4586 |
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BLAKE2b-256 | 156afee98f3eb65e55cb179c10ce73aea750b04b89324d17b42f741edc5433c4 |
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Hashes for polars_hash-0.3.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 78fa21343a29f74c6e324241ae662b347764f10dfff348d5fff4ae95720c4e0b |
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MD5 | 46b8aaf66cc41fc3152b9c08d4b84b28 |
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BLAKE2b-256 | 57c52765ce85b25a3c7c9547ee1c3ca0f9cb67352eabf39a66d7de0420d39531 |
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Hashes for polars_hash-0.3.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 53d0c41de787f434e0af945de7f7e0a7741e4316f86e0050169574ad4ede1fe7 |
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MD5 | 0422aa15bdd091c122756fd13357fb88 |
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BLAKE2b-256 | 79d3d15e2df2bbe4ab0bd457f9e5acad7750329b6fa628872f70ba2d6a753314 |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9a8ede7b64db380e963f8f22c2a321d21d79c8c083fc9de4b97492b4343adf5 |
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MD5 | d51ed3a593a68e67ac7b5a8cac1628de |
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BLAKE2b-256 | d69ae4717dc21173ef38e165608db54bb9cd1e31f2c8da2f746544e6802d99dd |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 17ea35f0b79189ec59d05b88a84098f8d6ce07bd9d9f5424a3a59506400b8ce1 |
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MD5 | 50d6479df649b811b5980f2627823d06 |
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BLAKE2b-256 | 278f8ed6b0d57e58a65185563ae696d0a8bc81d690022cb3ed48eae4c159e00b |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ef3cc05e3280eb019608176cc3311783542219ac28cb47d43bf1ac9a7634f279 |
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MD5 | 8917d80ba4847857a4b6bc5541c858b0 |
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BLAKE2b-256 | d4d23db7d1bccf1d806248721c17c51648919c4316ae2235ffd7b1afc70b8dda |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4094576caf7d1b8d25c7582d4002fab621ddf90fc41035d2b18b2d3fac6b549a |
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MD5 | a8b0a266d4d49bd6471c5656bf2e644e |
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BLAKE2b-256 | 4c75dab485698c6d1d332574d3d5cb2fba1f88d7c60a173371e70af472a916c8 |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ab1cc52ee6f707647a5ca9752784730c1cc2bf0f5fd0e6f2caa7364c4b07fd00 |
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MD5 | 7d7866d6de9aa4d4ebed618f2a98370c |
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BLAKE2b-256 | 9da9c60f57d6b31c3bccd0c61a289452ca2c0577e956983e89e7c8b12ed5d423 |
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Hashes for polars_hash-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 30c12c54b8f723ce65ce0047e9195287f61bff82a872ff449ecc54022eb3bd2d |
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MD5 | 1441b02db46239b9a95084d7cff8bf23 |
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BLAKE2b-256 | 64c3e00876d9686d37fd04bd862f602943ca05dea4fdb07f59415233a318e37c |