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garanews/analyzers_features_matrix.py

Last active March 4, 2019 07:55
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Generate table with matrix of all features of all cortex analyzers
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analyzers_features_matrix.py
import json
from glob import glob
import pandas as pd
list_json = glob('**/*.json')
all = []
for jj in list_json:
command = jj.split("/")[-2]
dict_json = json.loads("".join(open(jj, 'r').readlines()))
for x in dict_json['dataTypeList']:
if (command, x, 1) not in all:
all.append((command, x, 1))
df = pd.DataFrame(all, columns=['analyzer', 'type', 'ok'])
pd.pivot_table(df, values='ok', index='analyzer', columns=['type']).replace(1.0, 'X').to_csv('/tmp/features.csv')
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