from constants import FILES, DATASETS, URL
from app.preprocessing import create_dataframe
from app.request_datasets import request_dataset
from pandas import DataFrame
from requests import get
from os import remove


def test_dataset_request():
    """
    Checks that the datasets URLs are reachable
    """
    for dataset in DATASETS:
        response = get(URL.format(dataset))
        assert response.status_code == 200


def test_dataframe_creation():
    """
    Verifes that the DataFrames are created and filtered properly
    """
    for dataset in DATASETS:
        request_dataset(dataset)
        df = create_dataframe(dataset)
        remove(FILES[dataset])
        assert isinstance(df, DataFrame)