Datasets:
Tasks:
Text Generation
Formats:
parquet
Sub-tasks:
language-modeling
Languages:
Danish
Size:
10M - 100M
ArXiv:
DOI:
License:
File size: 2,138 Bytes
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# /// script
# requires-python = ">=3.12"
# dependencies = [
# "datasets",
# "dynaword",
# ]
#
# [tool.uv.sources]
# dynaword = { git = "https://huggingface.co/datasets/danish-foundation-models/danish-dynaword" }
# ///
"""
Script for downloading and processing the dataset
Note: To run this script, you need to set `GIT_LFS_SKIP_SMUDGE=1` to be able to install dynaword:
```bash
GIT_LFS_SKIP_SMUDGE=1 uv run data/grundtvig/create.py
```
"""
import logging
from datetime import date
from pathlib import Path
from typing import Any, cast
from datasets import Dataset, load_dataset
from dynaword.process_dataset import (
add_token_count,
ensure_column_order,
remove_duplicate_text,
remove_empty_texts,
)
logger = logging.getLogger(__name__)
SOURCE = "grundtvig"
def reformat_samples(example: dict[str, Any]) -> dict[str, Any]:
year_of_creation = example["id"].split("_")[0]
# Reformatting the date to YYYY-MM-DD format
start = f"{year_of_creation}-01-01"
end = f"{year_of_creation}-12-31"
return {
"id": f"grundtvig_{example['id']}",
"text": example["md"],
"source": SOURCE,
"added": date.today().strftime("%Y-%m-%d"),
"created": f"{start}, {end}",
}
def main():
dataset = load_dataset(
"chcaa/grundtvigs-works",
split="train",
revision="945dd72c1e902632ed581d90c8ff1571ef211a63",
)
dataset = cast(Dataset, dataset)
dataset = dataset.map(reformat_samples)
dataset = remove_empty_texts(dataset) # remove rows with empty text
dataset = remove_duplicate_text(dataset) # remove rows with duplicate text
dataset = add_token_count(dataset)
dataset = ensure_column_order(dataset)
dataset.to_parquet(
Path(__file__).parent / f"{SOURCE}.parquet",
)
if __name__ == "__main__":
log_path = Path(__file__).parent / f"{SOURCE}.log"
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(levelname)s - %(message)s",
handlers=[
logging.StreamHandler(),
logging.FileHandler(log_path),
],
)
main()
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