get_feature_for_year_and_month.py

def get_feature_for_year_and_month(data_cache,year, month, suffix) -> pd.DataFrame:
    if year not in data_cache:
        data_cache[year] = load_data_for_year(year)
    data = data_cache[year]
    df = pd.DataFrame({
        f'burned_fraction_{suffix}': data['burned_area/{:02}/burned_fraction'.format(month)],
        f'emissions_DM_{suffix}': data['emissions/{:02}/DM'.format(month)],
        f'emissions_C_{suffix}': data['emissions/{:02}/C'.format(month)],
        f'emissions_small_fire_fraction_{suffix}': data['emissions/{:02}/small_fire_fraction'.format(month)],
        f'biosphere_NPP_{suffix}': data['biosphere/{:02}/NPP'.format(month)],
        f'biosphere_Rh_{suffix}': data['biosphere/{:02}/Rh'.format(month)],
        f'biosphere_BB_{suffix}': data['biosphere/{:02}/BB'.format(month)],
    })
    return df