from json import load
from pandas import json_normalize, DataFrame
from app.constants import files


def open_json(dataset):
    with open(files[dataset]) as f:
        json = load(f)
    return json


def create_dataframe(dataset):
    json = open_json(dataset)
    data = json_normalize(data=json["records"])
    df = DataFrame.from_dict(data=data)
    return df