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
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Algorithm | Hash digest | |
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SHA256 | 31f4a4483c10fb98f559bde9eeabfb60f7dded7e01e971dbb3ac98ce97fd6029 |
|
MD5 | 185a1819c9df4064c0e21c35679e9a9b |
|
BLAKE2b-256 | e0d4000753550bb70b89028357ed8b1dd13dfef75f366a4e863a52f6c52a325f |
Hashes for polars_business-0.1.29-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cf39d4666f3687a6eb202a7ffbbed1586487a4c55b82cb7bdd8452185e845b68 |
|
MD5 | f601406a6b2efb9f61a244231a769699 |
|
BLAKE2b-256 | cc8c34066ff9bcd3451d867d5ab1c6bd6ce3726878a233ab095905922e245e78 |
Hashes for polars_business-0.1.29-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b2647e39787f308236788ff1941b4421939cf110113ef139dde66020966c70cc |
|
MD5 | 43703a23ba3285667010f6ca3a2a9c3c |
|
BLAKE2b-256 | 4d05a74005fbb5138344d75e03a5003a8a2d152fd877693e8a18d6bc3b9e14ab |
Hashes for polars_business-0.1.29-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | baf7317d237cc0eccbd06e29e98c2d1a6602d721f6bd8729b2b27e04f610103f |
|
MD5 | 9a7b466b0db186f4352f71fc64a71471 |
|
BLAKE2b-256 | 33e8de9b280629c375da0410948c17aec17ec9766df7c79a974d2c47ab0fbb8d |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | edc8bd16c831aa9f6d9a673a5c180e64f988a75f290d37b04ab9d0dcf733f850 |
|
MD5 | 47e7fdfcfd326a7af0e571dcf0a57221 |
|
BLAKE2b-256 | f25fe7611fb17269675ce86ccb44f7cc2d7b08f4b94ed6b057d3318a257dfcce |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0af5dc77bc2aa8229705191131a24cf14441723282575f601b6a2bff9bcc6b2b |
|
MD5 | 59d2ad6ce61f3e4b385e90cb66d0b547 |
|
BLAKE2b-256 | 0ef24a227a6a322fe1335fbbea5d37fe82f450c40265fa75c2496935a653175e |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b81757e64ea8024e172afa6cfc9c05f9de4e4c0623ee31bbab528f436b577968 |
|
MD5 | 9035a23a6b274c5b3dc539e3d29b42be |
|
BLAKE2b-256 | 08081bd796fb5873bdaa1fad41bf27619bcfcd6084298746d0d443b5e0f2eea4 |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0db751443d9e0393a23d171e08c84690b2ab330f0100dfd83baf03c7416af613 |
|
MD5 | d4aa6b5731226ce2441cd8a735abceee |
|
BLAKE2b-256 | 7e5928ddfd5eea40ff1c90a4cb602dd55230d292b6fab64d99dcbf6c7a92347a |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 02a924b84c8889e70a1c28bf690dbcc6726733e44746f33cbf7328122740c4eb |
|
MD5 | 4c815f3786629cea57017451e0d73eba |
|
BLAKE2b-256 | e36ee6c0fd3f8519921f5df2e5a43b057ee251c36c8e917b7b292b1f8634152a |
Hashes for polars_business-0.1.29-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cba47030fbee8d4220ed98557598029a96c5aeaf89bcccca46f0d3d66a217110 |
|
MD5 | 0738c825e4cecb2843bb6ed5c192fc00 |
|
BLAKE2b-256 | ba002b56bbfd9d0d94581b67b6f3913ac103b1e22714782f74d309fc093f1319 |
Hashes for polars_business-0.1.29-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d426dd24fcdf1b50fc6a2175741b091ffe827674766ed157be185e5b8f91924e |
|
MD5 | 5ea4ffd915a52c79dd60f13a6be47099 |
|
BLAKE2b-256 | eb72100fd5da38eb67d546b992dcbbfc33292f8aa51e6b49e48b9057794967d6 |
Hashes for polars_business-0.1.29-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d10cc6233ff681fa36c5d784adbf39d2f5172cc649a9e79ccff04ac5d0d4c27d |
|
MD5 | 636dc2e36ce55af56b5dd7cb9a6d4420 |
|
BLAKE2b-256 | edef14b6efc72a4c090bf3077e56021fd813434398cdd0a4d7f610a860b35abb |
Hashes for polars_business-0.1.29-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 06e11b31b5af151cdfc73a7be3e45ec220bae8557a2c5a61a08d650404318609 |
|
MD5 | c54f7bf529f91d713960fff21bcf6a7c |
|
BLAKE2b-256 | 74d9f0919c92c98ee31edc3a9bbb96c2bdfadd658a8a55d03a9551eb60894327 |
Hashes for polars_business-0.1.29-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 72533ef8c4bfb6118ff5d9fd0a349d9871e2e7f30e8aad165f40fb9206fca945 |
|
MD5 | 6c5fb7f5205e26c0ee4a259156509b1e |
|
BLAKE2b-256 | 94f2253d9a10d871d1763397af5dcc152a8a09bb69d27a85d69dbc7984992d36 |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d433a0aecdca3d071f7a5ad7c185d47f43db5799f1816449d4b63eb2648e0bfa |
|
MD5 | 484379191c072b323096c0d0f5dcc829 |
|
BLAKE2b-256 | 08d5b71cf2e22f8b6f71663940d09fdb267c950577eac943f2e94e8f6558f0fc |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e668bf2f27344c18bc01b78c223d2dcb886d7726976a4d6f90d77afb0c3d4494 |
|
MD5 | 571ca7ae7ce8d4ac7d53fa70329bf280 |
|
BLAKE2b-256 | 090c718c9d50ba8cb4d132b214ba5a639a19eaaf12b1d21b221885576da2b1fb |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 80ed8459286eb547b0753fefeb1577f4de6db61895bfced867fb7ea3d1fb7db7 |
|
MD5 | 8bdab1dc10094668665d20c115ed6f04 |
|
BLAKE2b-256 | 4886565156a2e547ca0d13ea7450b4eacf37a64b3e1f112a753c3299f965381c |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8856a7cfc15900e9ab966defdc7edf3ebdaced40f3e96aed5fa567ad4823a2b8 |
|
MD5 | 2267b80ef0934df015364651c3025415 |
|
BLAKE2b-256 | 6d4212584cf88c12157aed2f4d6389ca57d3726934a74fe4718e558e560780a9 |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 835d8be536864353df06a2e4a57bf8b08282693110355c5b6809a272023e44fc |
|
MD5 | c525b6206f428b1dfc182afc7bf4e4f9 |
|
BLAKE2b-256 | 3e47afdb03284671d114f556c9b5e77f8f135bfb149bce602d73492cad3b81fc |
Hashes for polars_business-0.1.29-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a21934465b18b54e18bc9de1542c5991dd1c34445ea81b27cc7745949b0e791 |
|
MD5 | 7c9f4a6ac1fa4b9f85f91ea0c5ac0a54 |
|
BLAKE2b-256 | 7b70ad9b9487f0d7dcfe9d63d7c23b1f6bef55271d4c7c26dac0f9954f80e196 |
Hashes for polars_business-0.1.29-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3e1af45affe7b02087e5903209c979fbe678c0530a6a7d258405cb0675c63f57 |
|
MD5 | 19eb5b2f1906150f56edbdcc3c0b52f6 |
|
BLAKE2b-256 | 6597172a9c8fdca8c5e2597f4ca35c8750f8e4727cccdf27dd1e65483b1a5bdc |
Hashes for polars_business-0.1.29-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4baeec52c6afadfe65833a251a469e7628412b18289503879151d24d3004ec2a |
|
MD5 | 00aa61f86819c7d6bf37d8e1e52c9c24 |
|
BLAKE2b-256 | 974dbaabca455c9e4c5a2f5edde183ca1caae033d344ee3c1ab0ef161c19732e |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69e94da95fcdda99833100153d646efe94cebf0f69cf3f2f196417cd70847475 |
|
MD5 | 0a5e59dbac465193d7a277dfb823ae05 |
|
BLAKE2b-256 | a7f4dc7f8086e3fb8f09aba741bb35845092b992cde23c85de4aa0a9e026be0b |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fc83ae0021e34a7f6bea049662401ff21255cfd8015ecd52477d5609a8b85ef |
|
MD5 | 9ab4dbdd5231415d3446d944961fef90 |
|
BLAKE2b-256 | 297cb94ef272671c3f9febac5859a799fb99947f9897e5d616e1532cefc60aa1 |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 37400c72ebb0fbe7f7d4e61b66c1fb951ca5aeed5915b7ee79f2010edc1fe191 |
|
MD5 | 9e7ff12c0a436b94f72ee9f680f3828a |
|
BLAKE2b-256 | 500a44887c9d8c8d79a92a14a8678e42ed6bb8b83272cd9ef2b3af056cbf4014 |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 82d23d799174d88e6182f85d046080c25de453a90bfc4097d74c0072b51336ad |
|
MD5 | b63719e3fc04c68e5b260262c9f6ba30 |
|
BLAKE2b-256 | f9d3d493561f2313848076178598b9e4e2e9575939f1629bf90e199a3fcb33dd |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d1ff2037af22cabf0070027e55c4420bfb0636995132590d187bcf51d3ba9a7c |
|
MD5 | 5c284537e5f6e4887bb245081407bc3c |
|
BLAKE2b-256 | 0220e65831d398da0c379312dad48feb5b32654155604007e3082fc319652700 |
Hashes for polars_business-0.1.29-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0e861f8c5ebb7b46ece334ed9b838fcc65545948f3fc4f07e4aaf7c896cc1bc |
|
MD5 | 2a7964bdbc9347c68597d4f38097ae6b |
|
BLAKE2b-256 | d3fd4e5c730244552692260bfcef61ace93f5dc48eeefa5794bce62ca10bd87b |