app/constants.py

from __future__ import annotations

import os
from pathlib import Path

CACHE_DIR = Path(os.getenv("CACHE_DIR", ".cache"))
DATA_DIR = Path(os.getenv("DATA_DIR", "data"))
MODELS_DIR = Path(os.getenv("MODELS_DIR", "models"))

SENTIMENT140_PATH = DATA_DIR / "sentiment140.csv"
SENTIMENT140_URL = "https://www.kaggle.com/datasets/kazanova/sentiment140"

AMAZONREVIEWS_PATH = (DATA_DIR / "amazonreviews.test.txt.bz2", DATA_DIR / "amazonreviews.train.txt.bz2")
AMAZONREVIEWS_URL = "https://www.kaggle.com/datasets/bittlingmayer/amazonreviews"

IMDB50K_PATH = DATA_DIR / "imdb50k.csv"
IMDB50K_URL = "https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews"

TEST_DATASET_PATH = DATA_DIR / "test.csv"
TEST_DATASET_URL = "https://huggingface.co/datasets/Sp1786/multiclass-sentiment-analysis-dataset"

CACHE_DIR.mkdir(exist_ok=True, parents=True)
DATA_DIR.mkdir(exist_ok=True, parents=True)
MODELS_DIR.mkdir(exist_ok=True, parents=True)