eXtra stuff for Dates and Times in Polars
Project description
polars-xdt
eXtra stuff for DateTimes
eXtra stuff for DateTimes in Polars.
- ✅ blazingly fast, written in Rust
- ✅ custom business-day arithmetic
- ✅ convert to and from multiple time zones
- ✅ format datetime in different locales
- ✅ convert to Julian Dates
Installation
First, you need to install Polars.
Then, you'll need to install polars-xdt
:
pip install polars-xdt
Read the documentation for a little tutorial and API reference.
Basic Example
Say we start with
from datetime import date
import polars as pl
import polars_xdt as xdt
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=xdt.offset_by(
'date',
'5bd',
weekend=('Sat', 'Sun'),
)
)
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 │
└────────────┴──────────────┘
Note that polars-xdt
also registers a xdt
namespace in the Expression
class, so you
could equivalently write the above using pl.col('date').xdt.offset_by('5bd')
(but note
that then type-checking would not recognise the xdt
attribute).
Read the documentation for more examples!
Logo
Thanks to Olha Urdeichuk for the illustration.
Project details
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Source Distribution
polars_xdt-0.12.3.tar.gz
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MD5 | de92c0ee41fe9c9321e3f27bab8a734c |
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BLAKE2b-256 | ae1b004aeba78f276f2bb311db1a3a5758889ee25ede9a1fcad2131c50b742d9 |
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Hashes for polars_xdt-0.12.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | f5386c72a7ad54b0b6ae4fc69bf77baf3248533f41e7e3111919e8f08193e4bd |
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MD5 | f7e41717fbcef82bf7b1c24300630c5f |
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BLAKE2b-256 | fa722002812b7e670609c2aa8dda2f7b9db9aabaf72e906f76933cc6ea58fcf3 |
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Hashes for polars_xdt-0.12.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | fd868fd8a50c62007b916681d5c0d30605733468b7295bb71af038f531a80a84 |
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MD5 | 53807e8d412f43175fb23f1118f2f1ab |
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BLAKE2b-256 | 957512f190d752407ad61fe28cbf6f32f1e23130842e7800539bbfabda2460bf |
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Hashes for polars_xdt-0.12.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | cbb86db9268c01c1d0857127d45713065c2bd9d18f21e521bc0db80a9dc9a78f |
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MD5 | 8f37a1e68ab9dec65cf758f6e66bb3b4 |
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BLAKE2b-256 | 858db813258545578e2e7be18f5025b355e622a9a7a4bca9915fb3269b8c3caf |
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Hashes for polars_xdt-0.12.3-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | 20fbeb7187eae250bec1d9fba171f68617fc8cf70d2dea80e9d6198d6b62d06c |
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MD5 | 16921b30070b835c30bfc58e9ced99eb |
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BLAKE2b-256 | 8557ba542aa125368424ef51c94f0db9469619417429a1f798eaa78f726ea51a |
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Hashes for polars_xdt-0.12.3-cp38-none-win32.whl
Algorithm | Hash digest | |
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SHA256 | 0e434d6f0ec61d9675478cc5de27185ad3cafd46b4ba5aef984a780f45affcc0 |
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MD5 | 2a91ed7bf1e287a18d38bbd24cea5dfa |
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BLAKE2b-256 | 36b639e58fcc21715f4470f5669eab5122ff7db88b09df439a851ce0dceb0943 |
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Hashes for polars_xdt-0.12.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 84aa1a39054c1d6dfdec6ec4f90365502b0c4591deac69f65abc1bc620882943 |
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MD5 | 5434598ff10adcb37f9ea4c77caaed10 |
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BLAKE2b-256 | 294ae74cd1842f41a9e6c77a4667a5cb314ff60df0f51531c037dbd9cad0e110 |
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Hashes for polars_xdt-0.12.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 41ce83f1e12851db73d2f76e38ccbc2a52c72712bf28e3573d1ce9ea36d50fc5 |
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MD5 | ef92f0f7ff383753894d1f1b379d5cf8 |
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BLAKE2b-256 | 1a1e064acad689c21b7a399c566a19af08c27288b056ab4a588722f09bf5fa07 |
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Hashes for polars_xdt-0.12.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b619bed730150de81cb24421a8996214c8265bf4fd467a58948690ff551b999 |
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MD5 | 43081964a8843cfe7fbcd1d7c1b8adc2 |
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BLAKE2b-256 | 50eaefaa8ef30fc15bf01677c49a2630321fa0621795df0b806fa04a9e97f170 |
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Hashes for polars_xdt-0.12.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d8c01411e199f60dfe58875f780e717e345c191473ec8c9bf60d0e7478d4b86 |
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MD5 | 12241f9fc2bc707c2329ff2e016f815c |
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BLAKE2b-256 | fec304fda7f0e9abe236d3b528f3994876215ed5ed270e5ef34e294cbe22811b |