from json import load from pandas import json_normalize, DataFrame from constants import FILES, COLUMNS def open_json(dataset) -> dict: """ Loads a dictionary with data from a JSON file """ with open(FILES[dataset]) as f: json = load(f) return json def create_dataframe(dataset) -> DataFrame: """ Creates a DataFrame from a JSON file """ json = open_json(dataset) df = json_normalize( data=json, record_path=["records"], meta=COLUMNS[dataset], errors="ignore", ) print(df) return df create_dataframe("cycling-paths")