Fetches holiday information from https://github.com/vacanza/holidays and applies reverse lagging (that is, future indicators) for time series training.
Project description
holiday-rlag
Fetches holiday information using the holidays library and applies reverse lagging (future indicators) for time series training.
Features
- Fetches holidays for a given date range and country
- Adds reverse lagged indicators for holidays (e.g., is a holiday coming up in the next N days?)
- Flags for Easter, Christmas, and bank holidays
Installation
pip install holiday-rlag
# or, if using uv:
uv pip install .
Requirements
- Python 3.12+
- holidays
Usage
from holiday_rlag.laggedholidays import fetch_holidays
import datetime
date_start = datetime.date(2023, 1, 1)
date_end = datetime.date(2023, 12, 31)
holidays = fetch_holidays(date_start, date_end, country_code="DE", reverse_lag=7)
API
fetch_holidays(...)
Fetches holidays for a given date range and country, with optional reverse lagging.
Parameters:
date_start(datetime.date): Start datedate_end(datetime.date): End datecountry_code(str): Country code (default: "DE")reverse_lag(int): Number of days to look back for reverse lagging (default: 7)col_is_easter,col_is_christmas,col_is_bank_holiday: Column names for flagscol_lag_prefix,col_lag_suffix: Prefix/suffix for lagged columns
Returns:
list[dict]: List of dictionaries with holiday and lagged indicator flags
Note: The result is not a complete date list. Fill all dates you need and apply fillna(0) if converting to a DataFrame.
Example Output
[
{
"date": "2023-04-09",
"is_easter": 1,
"is_christmas": 0,
"is_bank_holiday": 1,
"is_easter_in_next_1_days": 1,
...
},
...
]
License
MIT License. See LICENSE file.
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