Business day utilities for Polars
Project description
Polars-business
Business day utilities for Polars.
- ✅ blazingly fast, written in Rust!
- ✅ seamless Polars integration!
- ✅ define your own custom holidays and weekends!
Installation
First, you need to install Polars.
Then, you'll need to install polars-business
:
pip install polars-business
Then, if you can run
from datetime import date
import polars_business as plb
print(plb.date_range(date(2023, 1, 1), date(2023, 1, 10), eager=True))
it means installation all worked correctly!
Usage
import polars_business as plb
- use
.bdt
accessor on expressions created viaplb.col
Supported functions are:
Expr.bdt.offset_by
: just like polars.Expr.dt.offset_by, but also accepts:'1bd'
in the string language (i.e. "1 business day")holidays
argument, for passing custom holidaysweekend
argument, for passing custom a weekend (default is ('Sat', 'Sun'))
plb.date_range
: just like polars.date_range, but also accepts:'1bd'
in the string language (i.e. "1 business day")holidays
argument, for passing custom holidaysweekend
argument, for passing custom a weekend (default is ('Sat', 'Sun'))
plb.datetime_range
: same as above, but the output will beDatetime
dtype.
See Examples
below!
Examples
Say we start with
from datetime import date
import polars as pl
import polars_business as plb
df = pl.DataFrame(
{"date": [date(2023, 4, 3), date(2023, 9, 1), date(2024, 1, 4)]}
)
Let's shift Date
forwards by 5 days, excluding Saturday and Sunday:
result = df.with_columns(
date_shifted=plb.col("date").bdt.offset_by('5bd')
)
print(result)
shape: (3, 2)
┌────────────┬──────────────┐
│ date ┆ date_shifted │
│ --- ┆ --- │
│ date ┆ date │
╞════════════╪══════════════╡
│ 2023-04-03 ┆ 2023-04-10 │
│ 2023-09-01 ┆ 2023-09-08 │
│ 2024-01-04 ┆ 2024-01-11 │
└────────────┴──────────────┘
Let's shift Date
forwards by 5 days, excluding Saturday and Sunday and UK holidays
for 2023 and 2024:
import holidays
uk_holidays = holidays.country_holidays("UK", years=[2023, 2024])
result = df.with_columns(
date_shifted=plb.col("date").bdt.advance_n_days(
by='5bd',
holidays=uk_holidays,
)
)
print(result)
shape: (3, 2)
┌────────────┬──────────────┐
│ date ┆ date_shifted │
│ --- ┆ --- │
│ date ┆ date │
╞════════════╪══════════════╡
│ 2023-04-03 ┆ 2023-04-11 │
│ 2023-09-01 ┆ 2023-09-08 │
│ 2024-01-04 ┆ 2024-01-11 │
└────────────┴──────────────┘
Let's shift Date
forwards by 5 days, excluding only Sunday:
result = df.with_columns(
date_shifted=plb.col("date").bdt.offset_by(
by='5bd',
weekend=['Sun'],
)
)
print(result)
shape: (3, 2)
┌────────────┬──────────────┐
│ date ┆ date_shifted │
│ --- ┆ --- │
│ date ┆ date │
╞════════════╪══════════════╡
│ 2023-04-03 ┆ 2023-04-08 │
│ 2023-09-01 ┆ 2023-09-07 │
│ 2024-01-04 ┆ 2024-01-10 │
└────────────┴──────────────┘
Benchmarks
Single-threaded performance is:
- about on par with NumPy
- at least an order of magnitude faster than pandas.
but note that Polars will take care of parallelisation for you.
Check out https://www.kaggle.com/code/marcogorelli/polars-business for some comparisons.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fe8f822c7bdc2e3504835a8c08847fe3d47f4d68e206ffdb23266b18002eb073 |
|
MD5 | 7108b28337eb642b3e25b134fa050c73 |
|
BLAKE2b-256 | 476a6ca733b6d0459be839bd1052e83ced287a2df14364eff9f65c6ccafcf97c |
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d0c145449948c7254c19f42645f906667987cec6167b4bf6233f5eb981a5df4 |
|
MD5 | bf99552ae06a0a5a189977fecc8a3509 |
|
BLAKE2b-256 | 8ef0f5b209e6de6302d8a682062c40fd28c87e682871b261b3fff763329ec300 |
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4a2e5b7823b4efefd61841b10e30545bc45067f88ec992700cf4aa2863e93fc7 |
|
MD5 | 6b1ca6b4ee3bf17750d98727ccd1f85a |
|
BLAKE2b-256 | a18337f777cae2203867f6ed429a5fdf39e4d866cb57205584390f0452e255a8 |
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0806ccfc73644e39970f1ce7f3a4dc1d99b09bae3477e2bd799a656d59120897 |
|
MD5 | 84b5f2642cc87a37b998c62d0ade8021 |
|
BLAKE2b-256 | 8d2376c54f6671acf3adee723b071bbf8c8d132b6fdd1fcee8f18da0ee1efb5a |
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45facd94d787fae285e5887cb3c7f3c7f4e86574943d0ac1622ed06cab631277 |
|
MD5 | 0fb474eb19525a433091098cf72c0fc1 |
|
BLAKE2b-256 | b268dc4e4cbfa7526874d1aa3e8944365d73e2d6d32b191d8aa86d99249ec03d |
Hashes for polars_business-0.1.28-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f6a9a5e22082b04ed76db7eb17e59a30194695205d44f841450e840ac62ac75 |
|
MD5 | 5ad3e0ded94700940fc98cd97f626804 |
|
BLAKE2b-256 | d41fa3c22318d4bab289c6fbbf2a4222f1785d2c17b09264fdcac238af4e165c |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 60e511831ef15ff2e2db65c235c7040c820d3dcf0ea9188f9b26f0c19b426365 |
|
MD5 | 9bd24cfd3fccd1618cc23a11b58193e1 |
|
BLAKE2b-256 | 25ffae5f1fe02c0e44b6d84e4fbdd9fd62724413734d5b834b0b5a9cf40fc498 |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2daf0708b038441824b5b68d384e5d39e2b63a9c2dc8ec247e6ee6f8208b209 |
|
MD5 | 96c241f24c4cc7b6f9f4deb7f35740bf |
|
BLAKE2b-256 | 5fa2159a62af86275c0422b69f49fbb31e84664b099e4e059cc564db775831b9 |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9190810c4f18fdc02f05539dab75234337ecd0069f2be99533201d786ff6fc17 |
|
MD5 | 93213f1ef6247c79f918067ec5488963 |
|
BLAKE2b-256 | 9ed4db40293f46df5fe2637267b46863ba856d859978aaef6dc8d6ef4f86c196 |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ba9b316b603d8d37ec7a2a22f1bab01c9abdeb6f0257bd4e6135415c5cad1f9 |
|
MD5 | bcf5fb4d5bf84e9cfafc4a4c35130629 |
|
BLAKE2b-256 | c7f8b4b40aeff5cf3fe0bc7a9d8ad5982a0d8597b405289dab54615a75d46ab0 |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46833ff8e94d230e31f435b93b077cd6048deedf18913c8c17ee8cf0ce3ec2ad |
|
MD5 | bf653d17e656621dc27ffaf48f4ebbc6 |
|
BLAKE2b-256 | 633983e1d441b53e6fbbcabeb664da21356af0878b7b4e9548ab125db8bcbe45 |
Hashes for polars_business-0.1.28-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a88515b65d59da568e3c4557bbb219bdb9f92de4f71eacfef46e611fdc8c720f |
|
MD5 | eab9c825e710ceb59217ffc0c399daa6 |
|
BLAKE2b-256 | fb170345b567d0b966f476996e66ba10915734c5b0e9e65f8277a499122cd56f |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1c15462c33c06142cffb5c1d7389a3937300bc2d52b4bb04dbf6e5dcd34ab233 |
|
MD5 | 2b145a0893b0c0557679839baff3b426 |
|
BLAKE2b-256 | fc820453dc32130118be963ba0c5bde095f10963feca8028e0bdaec783e9a58f |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | af17f778fb4c56aef12aaf85e2f75a19c0bf4c8099d4f1abb59b31a794541591 |
|
MD5 | f3013e14c83c3d3b37ab9925c1fa1cc8 |
|
BLAKE2b-256 | 1171aaee1079f161645c3b29dff23f42a76707fdde06e147ef74307b76134981 |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5f884ff8f1d6e2e9d577138be8be038d92ed7f1bcfb6765e0eb6cd284b783221 |
|
MD5 | 079fe9df5868911afcee8335ed778412 |
|
BLAKE2b-256 | c2cff02b9212cfb6f43184580ef70eaed140a040925febb6355f762cca68fbac |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f026ccf04d146e3f1567b89a00e5cb043c361d0fbb279cabddf09ce90803b6ca |
|
MD5 | 5c40c83016866e59003774ef7a5c9eda |
|
BLAKE2b-256 | 5ef6af19572ffe5a54f20feeb7e62458f1b99d1a44a3cacace5630da2d5bc594 |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 45691068baadae1cd5b014ec3245e7cbe51ce1e1e0797004ddee10c8b19d5973 |
|
MD5 | 54d28a562f3ea64feb9fa8d8fe27ef9c |
|
BLAKE2b-256 | fed2c1e7a16186cc7f275b9f4fe209b721148f0f6fb3840edabd70d1b7a0abcc |
Hashes for polars_business-0.1.28-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 557920ec1c647208598cd50ebd5c25b8c61fd4283e058f8c9ca601378c74d2e1 |
|
MD5 | 3188a32aa15ecbd356424e341cc85f10 |
|
BLAKE2b-256 | b8eb8871d7a7587c19952342f8c9061a1672c3f48da8207a9be26e325b215f38 |
Hashes for polars_business-0.1.28-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d01ae0d28fbe2ef988d65053c05f63252ddbeab55ee3a361395b17cb4cc6624c |
|
MD5 | 336ae14253dac63646f2e598438ceeb2 |
|
BLAKE2b-256 | 6399b8fbf547a3a7286bc45b714b0417ddd92d96245708889bb0f20df2a5f17e |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2cb8fc31eee17b582ebfcca95c39bdb56af3f5a3d5a17b96a65c17593ce5c720 |
|
MD5 | ea3f10322cef39adaff68fa119b8286e |
|
BLAKE2b-256 | a4c6c439ae13e2432cb762cc6599d052b03a5ca85b42a6eaf9e4c800e48c96c4 |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d6cb46b0b7c0710fc4f0cc0c4399c95f945f14de6dd8f189ecec046c329170d5 |
|
MD5 | bd9843132f2b3101649bfea033c28fef |
|
BLAKE2b-256 | 040002cfbfa9aa5c47b7e0bd28009e40dc823eff5595ee3595192e0d5d999b6e |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 904fbe07b1d3b0dfaf3431fcfa219461e2dc526aeac3caf18d2808d09b58ea91 |
|
MD5 | 0ac4c99e966dace6a60484e86e80f30d |
|
BLAKE2b-256 | 60087ddccc0962aefb00b59bd522af7f6f81a55b96e41c426810f318aa8ff6b2 |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 401bc68f552e0215dcb497e881646780f449131cb616cea899aa5e7bbe707b47 |
|
MD5 | 2eb0e6168bea580c8f41ab6b98852d62 |
|
BLAKE2b-256 | e7ceb544180405973423eb65e52695fb7f55b8ed8a89e57a89071eca52369eb5 |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a39243326c6232de61c84082fbcf505ed346aa5eb23ffec5adf2e932fc520ad4 |
|
MD5 | af6fc10247cd77c03597cd9b3097bb42 |
|
BLAKE2b-256 | 343c35a3adf431af0ca9da4d6df23ff921c3861e4a39bc891b7b10c9a34c7b82 |
Hashes for polars_business-0.1.28-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | af8002d915e3c609bd852e3a955dc4f2ead538b6b3fa3e30a8c300e685b1637e |
|
MD5 | d31b043630bf8c5760f5af6cc996d15b |
|
BLAKE2b-256 | dff6aa0ef2ef2ea7f4a123ef11ac2475ce02beebf94204713bb16a41278452f6 |
Hashes for polars_business-0.1.28-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2dcc048b9fee452e90eb41b47844f54fb008b75db2c5853f52e64cb75ca693f3 |
|
MD5 | 1f61ae162645a54653685765637a83aa |
|
BLAKE2b-256 | a7fe69da7349312a54bad454283abf138ae42971bde2ec38d280ac2470593b40 |
Hashes for polars_business-0.1.28-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 782e6967bea2856e32edf628e94c876407714aa95e35f9a42d457975cd7849bf |
|
MD5 | 5d913f429238bed96eb9fae30af46415 |
|
BLAKE2b-256 | 378a0ccdd27a0915b730231243cbb1a588ec1ff670736733a64abbb8cdbc20d3 |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5280791b3b0a3ae31b97ff311e620aa86db62526c1a5e53e55d44c0fd0e8c5f0 |
|
MD5 | 4552d28d3b61793e4eb38f4f51a9c279 |
|
BLAKE2b-256 | 0e807c0828f2286b9be6a6ff2e77baab46cf3aa1697abc0774260ae86dfabbdc |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3524050085952f5d48afd70075dffb39413672f5cd0fef1c882df933c0db43ba |
|
MD5 | ca8dfcbbf11738b286167734b0b25111 |
|
BLAKE2b-256 | 5703e91440f67c6105dde8a26fdd693a6ae6b1005a46ebdb3604c4605b8ad6e8 |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 17baa69b5243da0327facdffdad08bd1d193cad21d301690adca6b629bd26e31 |
|
MD5 | d9ad1d6f877115d4312e2c5fe54ffb95 |
|
BLAKE2b-256 | ac49f864ea8ce10be4db345fc6f8ca4e0b1e4308edc75ad0fe62dc1acbf4514c |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d40afa01b909b3edb887cf52fe58fc16e946964e49d4b146939b04529aba30c8 |
|
MD5 | 92c47cd505da8ea215332cd76bc8a84d |
|
BLAKE2b-256 | cb26edb8ac51df5bde76f5335c33478f7cacf2893f32aacceaa1d493ec5f7d59 |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a99531b26a99097c1b163da3c9dbe7618cfe54c61c6e5b0d71292674e553c512 |
|
MD5 | 22130a06a32b691f25f4c50d3c98cc3c |
|
BLAKE2b-256 | 6b2fe8e7114af43dda2825bc15a09dd9ebeb21a3383986adbe2d4d928ef51922 |
Hashes for polars_business-0.1.28-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 64531730f211962a853d9a2442a22a46d57dfbd36f2d9186ff4a40a4841fe7eb |
|
MD5 | 6a22e67b8a12d34de6ca2a3bcd703877 |
|
BLAKE2b-256 | 93664277d92bb48bd149d2e45f77a841cab707321dab99dffa8672de339b9ab1 |
Hashes for polars_business-0.1.28-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dbd2095f03320bfec4adceaab99ac3811c745d7202f4ca66160422de50bf24b4 |
|
MD5 | 9329a8ea2580950432b583191474b333 |
|
BLAKE2b-256 | 8cdc051c2f56ed7261bafa67dfba810d16e75780df91e0923f565f286890ee30 |
Hashes for polars_business-0.1.28-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83626df60f0a4dee7e3a4444d819013f5156778b454d3ea1eecf81c52765ad30 |
|
MD5 | 237db91504bece33e941f888ab30ffc6 |
|
BLAKE2b-256 | 3bf960e522547ab2ebb2d4faeb9c349f1412e7aca300ac5828432af7d4d4eef5 |
Hashes for polars_business-0.1.28-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ff9d92e40dee7cdb192b4587c1b195a37393363dcfe4a3eace6f92e2c54a319 |
|
MD5 | 7b0ea8eddcc29417601c3aba54bbdbff |
|
BLAKE2b-256 | d95a0d5415972f49dfe8c67e623541d0a62963c44ba26a3555b611f361f11759 |
Hashes for polars_business-0.1.28-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fc9f7df19a5ae9c0fa92df28c53477e86c585e444562459a3a905370df222c94 |
|
MD5 | 375f4042eebde64b850c501a503ac1e7 |
|
BLAKE2b-256 | 5a8a90c40f02a96e7b76dfd584024bad826df99dd02061173ce9e03d56ce63af |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7ae72ada6d0408a7a2121d49e2cf784ae8b89f8841c948688a0513a2786bdc20 |
|
MD5 | b61f2615081e5b45a7a9edc25ad0a3b1 |
|
BLAKE2b-256 | dc8c16b787dcfd47bb99d509c843df12b0a68e49a0d548c5cd181196c1aceea9 |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f43f67b95e6fe65d7788f1fc6cef126fc0247284ee531b0a6e0ecfd9b6482ec |
|
MD5 | 9af7948cd6e385cd3b97aadf5ee0a270 |
|
BLAKE2b-256 | b5783341f52db567ef45f6d299d99fb1d5a588fcf2c96ed5a59d696dbbe439de |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 14b19afcc4040946e2f61ee48670edd729a8a9ebcbc34a5b572c92e1f89ae3f4 |
|
MD5 | c593fdb900aaf70ca03486bc4b895737 |
|
BLAKE2b-256 | b0c3778049f407be0e1969934e8837577a74d9c8d44e9e36102324aed4b73857 |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e2ee788a3c9ba09d1be71c615976b90f3f3fee50a1871a4ca4d045eea1638c6 |
|
MD5 | 798cab60d88f252c8fb7f0dffc46bcd3 |
|
BLAKE2b-256 | 825a90d510ffc641bb7a2176ad4b984e334320310506344e4d16fc8108307685 |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c5f2f85ee79aee9978726b9d2e531dacf2898a7f6a929b7f92bc6ceb52fc3334 |
|
MD5 | 1a7cfdb217e2c286772bd333932ee21b |
|
BLAKE2b-256 | e9dbe378f6b9e6d59931739795ac6c530593d29fa7cfc2837bf47cf021d84a46 |
Hashes for polars_business-0.1.28-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f33d67a874e3b9ea2fe0e4c1492ff62a2b0c99770de24673b2f926d08190b89 |
|
MD5 | bce7701168e149bb7583707bdc2141dc |
|
BLAKE2b-256 | 21b828e57f57c54b38c9fbf4d0c0c2f01b21393959ae593ccec3cbe601d32b72 |
Hashes for polars_business-0.1.28-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dad1bf78ac0d34a5079da03db6579818c1320fec53dbdeaf984ef7263fea90c7 |
|
MD5 | cbfd72d5f09acfc8baef9bae2b0bd02c |
|
BLAKE2b-256 | ec2c316d45b7f0446785551cc0ba4bb24a964a030f89ce4731afafec8d90eaf6 |
Hashes for polars_business-0.1.28-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 33326611bfd9de566b76531800dadbbcc87563b9bf55b74d1c463ec7b04648d6 |
|
MD5 | e630dd38b5a64c41d3b7ed893db8ed30 |
|
BLAKE2b-256 | 9b14f0c1c43466bbbc21a9022b922a8cac0ec868a5142470369282d77de436c9 |
Hashes for polars_business-0.1.28-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e3a9954f9801e1b829324939c2c1928062ac7180381538d6cfd89fc9d74b1d4a |
|
MD5 | 95c2127732852f0f59d585827f781e68 |
|
BLAKE2b-256 | bf8c46906483ddd804e28cf36852cda38a74846f6a6e35eba35a013ccf11cbfe |
Hashes for polars_business-0.1.28-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c6cd222b8d05007b3cadcaba1d5e55a5e549562b4a51bdfac0dc7b981aa6415 |
|
MD5 | 0f2f55bb599a041566e20dca966caf11 |
|
BLAKE2b-256 | c904d95927136019e212f2858c8befa892fe96664c4d82533b77f1580d87d4e6 |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c43c3a64726bd9015895283f5b24f00b4ff9a235a29cf253973499163473d966 |
|
MD5 | 1fd9827bbfca066e6ac3811f2c3f7cf1 |
|
BLAKE2b-256 | 18899cbb8ff832445ef830f7cfb8bb0d4954dffb51b8faca51e28b168cd8c347 |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2c3c0429887b38df30cccb28dbc8828fd698c0f4ee0e256b7e9b4275606b96b |
|
MD5 | 4ae452e0ab260c7c5ba4c48e1f24f981 |
|
BLAKE2b-256 | 34ea6ce31f4ba5ae5e288c98d50cc19aabfab5fd254368af336b3806dbf5a8fe |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 457b104b190a4b6563167c6caab1a94c84bc157a6e503cf003625c88d8d7a1f6 |
|
MD5 | 6f85542ca4daab1686531f470769c896 |
|
BLAKE2b-256 | 8fc4f1b28ff65ad50257e81ce205fbd17bd1b053294568ba668e62fa4a5020cf |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d0ea37d26840857abbfe34250f229f11977276ef0d0d0460ba91ef6db436b080 |
|
MD5 | e157627b5c9cb881e4cef913f947589e |
|
BLAKE2b-256 | 46fc2d3eee757222e4eec3f113751ab8c619b9abc5abb3071a603f4c3839d430 |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8b023f1efeb1963d28bb39c16c1024fd72dcd9fa379024a383e8e19223b1768f |
|
MD5 | 520883e64a79281ece2e875d470b24b9 |
|
BLAKE2b-256 | fe3b0748b56ab29fdbc0b3adab98001f879827c0d6e750184f7e1f222240caf4 |
Hashes for polars_business-0.1.28-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ddb4c9a79fcbd333b4661f44d1c4dc7b4ed713077cfdd84b2fc78bd131de83b8 |
|
MD5 | 3b60677be056d3f8e1f2f5d0a4f9cb19 |
|
BLAKE2b-256 | 14ddeb79a944613a478b3a83604a9cc2e8f99be9eb38b184dc2513658f7cb9bf |
Hashes for polars_business-0.1.28-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6c67e85f4f47529de63eb85a1e961896b7629e45f1ace023c9a512823da539e1 |
|
MD5 | 94ed91f29502c2119d1dc8a3f21235a9 |
|
BLAKE2b-256 | d0b420dc3ae0fbf44d93d775bab04a92de8fbb8b65f49c115bc4430200a1980d |
Hashes for polars_business-0.1.28-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 768d6fcc0fcf3b204e2ceecba45547343a1e3de5d1418a2c8e488d3c87a7e113 |
|
MD5 | f84d6a601f0643821c2665a11ea1933d |
|
BLAKE2b-256 | 67e330fd3eb4dcbd0d6fdd0d132c7f58a6f42b8776d02debcf52f860c5d64669 |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d997450b310fcf13b9672bf34366a215e04f0bc38ca65760495b46f258ccfc73 |
|
MD5 | f44aee2b16e5206e6cd322e1d86f574a |
|
BLAKE2b-256 | 7b49975e56f001992d0793b843ed87e769e457acab9f4d182a5004479877496d |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1b5479ce2ddaac88d0f5e85567b33f62e44f492c096c0bdbd66e22c4c2f1e1d7 |
|
MD5 | a3767374ca0f9ce457d637128e6e16ee |
|
BLAKE2b-256 | 9267bbd6127e5e6e8bd1dc61d7b203624ba7aa639737e0e1d5b1ac1e8d070e97 |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1665e2b1de53a6182361d75118140c10bdf0c5399940a1821e657eb7061a79f7 |
|
MD5 | 93790ced55dd8a975fa3d3a922fa8030 |
|
BLAKE2b-256 | cb37ddc32ffa9143bb0c4c27f9cb2136b864d3fdbd52ba8f5a4073ed0dc19600 |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7b7dba63c95766f94dd6c644185a622d93ed032d214fd54e6c926390a58bc376 |
|
MD5 | 29025262f0150f69990e674425255d18 |
|
BLAKE2b-256 | 8982257038de3c3d13f8daa05a4cf7d4b7008fbde883c9ff914e9324b7d1b90a |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 543080954acf5808af8edba812d1cf7365054fe0724e751767257848f4b8f8e0 |
|
MD5 | c7578d7341bb76f9787f31d9baecda0c |
|
BLAKE2b-256 | f2809226392bc3107b3837703ee6deb09a2ad39fc3364a6bc8352051ee908ad0 |
Hashes for polars_business-0.1.28-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 262958bb4e2b2e5cd442a24f7bf1c94cc50401a012ea89ff9622ca524099fe12 |
|
MD5 | 6048a05c53794bbfb1b1f4d6a1a93000 |
|
BLAKE2b-256 | a857589a516087a8d82b6471ef57cca7f18febd814d5c8a587c7c89036bbbe65 |