graphPaname/tests/preprocessing_test.py
2020-06-10 21:57:28 +02:00

34 lines
846 B
Python

from pandas import DataFrame
from requests import get
from app.constants import URL, COLUMNS, FILES, DATASETS
from app.request_datasets import request_dataset
from app.preprocessing import create_dataframe
from os import remove
def test_dataset_request():
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"""
Checks that the datasets URLs are reachable
"""
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for dataset in DATASETS:
response = get(URL.format(dataset))
assert response.status_code == 200
def test_dataframe_creation():
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"""
Verifes that the DataFrames are created and filtered properly
"""
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for dataset in DATASETS:
request_dataset(dataset)
df = create_dataframe(dataset)
remove(FILES[dataset])
assert isinstance(df, DataFrame)
assert list(df) == COLUMNS[dataset]