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 | a0a5edf12051e3e9304359ae98a4faca |
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MD5 | dca7f0551dda2864c86e378341dc40ec |
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MD5 | 2aab7ed48691d1baccdb8076193989a3 |
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MD5 | dc269f62eeef0a0e7da7c4f0cf9ba251 |
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MD5 | fa4cd720887ce5aee247a87e9bdbe67d |
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MD5 | 8b1cdc11d17cd453cd3764d57b980d02 |
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MD5 | 908d6db53de53e77797c6ae162bbc99f |
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Algorithm | Hash digest | |
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MD5 | ed57657fee2270ae30661ab047e8ee4b |
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MD5 | 8a77223d1babf2cf2c5d9eea33b3c242 |
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MD5 | 2498a61b0db6d22e937e8f558bed6f8b |
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MD5 | e960cf165c5d644783883a0c49d2a6b8 |
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BLAKE2b-256 | 3101fc8d582330ce1e0d9c8934ed11fff7ebd315aa054e596f99e58f44f5099b |
Hashes for polars_xdt-0.11.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | da725bcbf23691bb45dbe24e001109186e6ab5a793b6fddfce5d28352f3f072a |
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MD5 | aa86fefd872815f0045c5e86dcfe6b58 |
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BLAKE2b-256 | ee5d0ed0bcecd2a72c465f453864ac1fc47f81894f57ee371e4abd226e420b3a |
Hashes for polars_xdt-0.11.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 09e6256e0f37ca0db5b819cc4f720c96cdcf50e617e8720a67d4bed7b2739782 |
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MD5 | 3b73146981b94f6998227a6c7508cf06 |
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BLAKE2b-256 | 168a67ba4a65cd105e496447631dea1d67bfe5b082b7e1208eff4d4f7c9e39d6 |
Hashes for polars_xdt-0.11.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 72fd0a8268d5440cec7429462da16bb8d9fc9f4efea6d9236b713d02afefd5e1 |
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MD5 | 46f92b0eed475c31e4a45807da501dbe |
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BLAKE2b-256 | 10435e472100db1fbf82dd50c725061d8557e573af4d7b9f5b4b665b69bdc91b |
Hashes for polars_xdt-0.11.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 178cd713e21956246b44c77ec271da7af6aeb7aab2076b9555dd305c1f901205 |
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MD5 | 2df2994a3c36a7fd2476bddeaeafa3eb |
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BLAKE2b-256 | 9b6e072ef6a962e1040ef68c1d66554a8426411f93adfaf9c54abb44c2cff001 |
Hashes for polars_xdt-0.11.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1161c7823f523478ca218f165f7ebab600486e640fb05d4ba3e1aaef5535679 |
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MD5 | 54c5a3d614c7f67eba2acbb096ae92cb |
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BLAKE2b-256 | a0d6f0b26557c746374c881981983b9ba50b8abd80f7d2cf98d1fd896c5e27c0 |
Hashes for polars_xdt-0.11.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 927402e39f2115b46dab955f8bdb036e804019508fbd8b7d29ea17f0c9ba8115 |
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MD5 | c02353247bf416afcfda9836fd36d48e |
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BLAKE2b-256 | a01799286cbc69c8027e50e14c1634a4da8aeed669b3c32456c36f007bba35fb |
Hashes for polars_xdt-0.11.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd4fbcb4e58d10045da86b9c58e560ceb958353223120e9e6c655907315c978d |
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MD5 | 42205bb7a49df23d9fceb82cd700a731 |
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BLAKE2b-256 | 61e1ba82ec04a3adb829e386c7da8a1b3b91fb831ade672b4cb4c439f1d29703 |
Hashes for polars_xdt-0.11.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c732b2676a3c73be252f25ea7dfa832a35ab10f8bd4f554c1fc8d1f216be00bf |
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MD5 | 76ddddabfff979a67e9b18479882eb3b |
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BLAKE2b-256 | e66bbaa73d426ffb6a21fecb78205d039846044df04ea378b7a357da214ba556 |