Time Series Extras (e.g. business day utilities) for Polars

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Project description

polars-xdt

eXtra stuff for DateTimes

polars-xdt

PyPI version Read the docs!

eXtra stuff for DateTimes in 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-xdt:

pip install polars-xdt

Then, if you can run

from datetime import date
import polars_xdt as xdt

print(xdt.date_range(date(2023, 1, 1), date(2023, 1, 10), eager=True))

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   │
└────────────┴──────────────┘

You can also count the number of business days between two given dates, specify a custom calendar holiday, and create a date range excluding workdays.

Read the documentation for more examples!

Project details

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Release history Release notifications | RSS feed

0.16.0

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