Time Series Extras (e.g. business day utilities) for 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.
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MD5 | 4ddc2abd963308d17f5ac6152b17645d |
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BLAKE2b-256 | 622d1bd56b9292a0ed46d9a760dc637e25c79fdacabea4c5a9dc4ee71d1d67de |
Hashes for polars_xdt-0.12.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | e6acb6d5a9539a7c31d6cf05e1ac662692cbe8fd11203c009f0ba3c2e93d69bf |
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MD5 | 40b2264e15ba158d4a10bd998ad5f8da |
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BLAKE2b-256 | 20ba54444f69203ee3850e53796eca56fc0de73c6c0687016dfd7a7c43551e08 |
Hashes for polars_xdt-0.12.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 38216102a56d7820260c17157532ef0a526f640dba0b52219732f4dbd4e44b5f |
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MD5 | 3020e11ba1350bc1a79cbc16473c35f2 |
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BLAKE2b-256 | 09156b294d1501578e84112ee48d0f8b4f5a732d208145e05429f10fd301f78d |
Hashes for polars_xdt-0.12.2-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5ee60fa0f8c38095b8ae02166fe2fb907ba800ee46a9f908b6e4842ccca7e41 |
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MD5 | e64aafa5aac0925c374a493f1bd5ebb5 |
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BLAKE2b-256 | bd9bf0fc503bda4f0e8ffa522127936af259bb566588013a5ed0dffbe579cf2e |
Hashes for polars_xdt-0.12.2-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | baf5b879d14d87543c2b02ba0cdf4ab169051c88ccd2e3a2225939034c3c7f30 |
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MD5 | 83556285024d4dcfd5334b7e79249285 |
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BLAKE2b-256 | 1b45a7b9c166ac4b64ee9d5a7eeddf31e207835a19f17710a04210567c8f9dac |
Hashes for polars_xdt-0.12.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3fc5b6a2cc5d817112ac928d6b224147be7e728e82b12593904460a61a2f4c2d |
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MD5 | ff5d39136a73f3f4389338f958b3d7bb |
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BLAKE2b-256 | c65c2538de68f09ba2b470d96c1131b0d9caae7fbcfda7d56f4ed3be366c5d33 |
Hashes for polars_xdt-0.12.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e27547ab55731f78e42f5af0a7fbf028669b6ddf436c10eb7f0d9ce1a5096b62 |
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MD5 | a320bec82b44a4804567505b68b388ed |
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BLAKE2b-256 | 446d842d44d533ae0fe64617586631bcf815d1b702d599a5e77ae01edad41f0b |
Hashes for polars_xdt-0.12.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6125e81ef810320bd2569d3e4bdad009b32b662b0b3a8b65dd87513044268d44 |
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MD5 | ac4be420efb2e9efba0e5166821521b0 |
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BLAKE2b-256 | d7a3f9bd8d58ab8e131ea9a20d22ebe1ab2e0c26c0d178692d84636f5f1c860b |
Hashes for polars_xdt-0.12.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 504e817e39064fe1084a345c2b4c400de6e3104b962a19b95f1e376bb9077164 |
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MD5 | 985d27e217892e72fe2bb8ccb3c9db54 |
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BLAKE2b-256 | def1c92469ec6ec8f38ea30bff31d210d3796a4cc94770cb30f989f37f0cad5a |