from json import dump
from src.data_interface import trd, L
from src.utils import get_path
sess_root = get_path(__file__) + '/../scr'
summary_statistics = ['min', 'max', 'mean', 'std']
features_to_calculate = L[2:]
calculations = {}
for feature_name in features_to_calculate:
calculations[feature_name] = {}
for statistic in summary_statistics:
stat_function = getattr(trd.get_feature(feature_name), statistic)
calculations[feature_name][statistic] = stat_function()
f = open(sess_root + '/summary_statistics.json', 'w')
dump(calculations, f, indent=4)
f.close()
from json import dump
from src.data_interface import trd, L
from src.utils import get_path
sess_root = get_path(__file__) + '/../src'
features_to_calculate = L[2:]
unique_values = {}
for feature_name in features_to_calculate:
unique_values[feature_name] = trd.get_feature(feature_name).unique_values()
f = open(sess_root + '/unique_values.json', 'w')
dump(unique_values, f, indent=4)
f.close()
