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!
Installation
First, you need to install Polars.
Then, you'll need to install polars-xdt
:
pip install polars-xdt
Then, if you can run
import polars as pl
import polars_xdt # noqa: F401
print(pl.col('a').xdt)
and see something like <polars_xdt.ExprXDTNamespace at 0x7f5bc943fc10>
,
it means installation all worked correctly!
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 # noqa: F401
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=pl.col("date").xdt.offset_by(
'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 │
└────────────┴──────────────┘
Read the documentation for more examples!
Logo
Thanks to Olha Urdeichuk for the illustration.
Project details
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Hashes for polars_xdt-0.7.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 5278bee20d69a8dd89c80cc93c1d41eca4152bb1a684b7d592d7aaf59fe7a36d |
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MD5 | 55a49c6b598bd02b09a7ecc4e08a9e6f |
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BLAKE2b-256 | daf8e459721b308fcaf01318e6421c64c7a7ece13f859fa00d2e18a27cbe726c |
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Hashes for polars_xdt-0.7.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | 108c16a96127743b5431b5b96a83799125a927b54ab54f87760ba5ccea26c8a4 |
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MD5 | 070987dcdae276a99c10c20e4252f7e8 |
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BLAKE2b-256 | e1630e64eb791258afeeace761cd21b8a9b535fb9b8eb50f752ac690118d04ac |
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Hashes for polars_xdt-0.7.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | f230a3192a7e83b66a3db477e9119a8a8f6ced67e6e8dddfc488351b9d4a782c |
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MD5 | b96d97ea7f9f4a4df32430f44b0dbb08 |
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BLAKE2b-256 | ff3482839e2a0e6a14277cd150ad4038480f1b9304efce9653bfdfe2b7976d65 |
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Hashes for polars_xdt-0.7.1-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | af5aab3b222ffbd0c1a8c6e66c256ba44eba2cf33662cc7b06b27eb52f3803fe |
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MD5 | cecd776a7239eee622eec063d5954e50 |
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BLAKE2b-256 | 2a8904bec009866d9cf69ced65ec9f875a267880a20ad8c4c2b53bec2f9c9d50 |
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Hashes for polars_xdt-0.7.1-cp38-none-win32.whl
Algorithm | Hash digest | |
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SHA256 | d4362c541a6074d738cfd5e68323830afb9bae65a8a1a87a6b0d69f0bd05e1ce |
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MD5 | fd2391a826ca88672c54ba3790e2d3fe |
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BLAKE2b-256 | bd4d334816ea91fe4be873f3de204221b8e935066aea8fc76ca34e678d8ef164 |
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Hashes for polars_xdt-0.7.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | b79988eb0b1f1f4e89ad84ecb411167c65551692b43226fdc6e5358c91a447a9 |
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MD5 | 10d73b76a315b1f9bcd7a617b232a373 |
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BLAKE2b-256 | b65f188a5a1448b158da1e01c23920f07c7562ffc1307b3c1fa4c3b9422cdf15 |
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Hashes for polars_xdt-0.7.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | 2eea0c1f8aab37f56d8a208046117dcb65c6cd238886259ae34f459b67298295 |
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MD5 | 959dd427bc90fa8f7c098b783a06a4e6 |
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BLAKE2b-256 | 708fe87863b757a5760733d55929850b5dad611146ed767f720defcfb5ccc69c |
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Hashes for polars_xdt-0.7.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | de03706796e6cabecc52bb449f5b958138e6945570d82f6c3981da3c86f83072 |
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MD5 | d7654ef79a7e915b9a8bb64e946e1c02 |
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BLAKE2b-256 | b08ea0f47ae2b8dad12b121108d83fe49cf2d8922cc0aee909b2631df48fac93 |
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Hashes for polars_xdt-0.7.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 90537acf089d188a8647f6721ef3a1ff47aa164ba086e0df472710313de1c3e3 |
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MD5 | c6b60cf9244094b533f153151aa0a4a2 |
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BLAKE2b-256 | 3fe29b3fe1f20a4050f0dbf246ae80b965c6fa123cf52a6457e06e686069fc58 |