conversion_script.py

#!/usr/bin/env python3

"""
Run this script as ./conversion_script.py to convert the UniCausal BECauSE files to HF-compatible parquet files.
"""

# 1) Install dependencies:
#    pip install git+https://github.com/TheMrSheldon/causality-toolkit.git
# 2) Download these files:
#  - https://raw.githubusercontent.com/tanfiona/UniCausal/refs/heads/main/data/grouped/splits/because_test.csv
#  - https://raw.githubusercontent.com/tanfiona/UniCausal/refs/heads/main/data/grouped/splits/because_train.csv

from pathlib import Path

from causalatee.data.constants import Task
from causalatee.data.conversion import UniCausal2HF

converter = UniCausal2HF({"train": Path.cwd() / "because_train.csv",
                         "test": Path.cwd() / "because_test.csv"}, Path.cwd())

converter.convert(Task.CausalityDetection, "train")
converter.convert(Task.CausalityDetection, "test")
converter.convert(Task.CausalCandidateExtraction, "train")
converter.convert(Task.CausalCandidateExtraction, "test")
converter.convert(Task.CausalityIdentification, "train")
converter.convert(Task.CausalityIdentification, "test")