def main(useExisting=True, path="..\..\Runs\\", features=None):
if path is None:
path = "..\..\Runs\\"
path = checkPath(path)
if features is not None:
features = literal_eval(features)
if type(features) == list:
features = featuresToRequiredDict(features)
data = getData(path, features, useExisting)
return data
data = updateFeatures(data, path, requiredFeatures)
data = cleanData(data)
storeData(data, name)
storePickle(requiredFeatures, name)
return data
def getData(path, requiredFeatures, useExisting):
if requiredFeatures is None:
requiredFeatures = fa.getAllFeatures()
if useExisting:
try:
return getDataExisting(path, requiredFeatures)
except:
return getDataNotExisting(path, requiredFeatures)
else:
return getDataNotExisting(path, requiredFeatures)
if __name__ == '__main__':
from features.featuresToRequiredDict import featuresToRequiredDict
path = "..\..\\verySmalldataSet\\"
f = ['hip.Ax.min', 'hip.Vx.av', 'ankle.simple_sg_ncor.maxDist',
'ankle.cwt_butter_cor.maxDist', 'head.fout.ief']
# f = ['ankle.Ax.min', 'ankle.Vx.av','hip.simple_nosmooth.maxDist',
# 'hip.cwt_butter_cor.maxDist', 'head.fout.ief']
requiredFeatures = featuresToRequiredDict(f)
print(requiredFeatures)
data = getData(path, requiredFeatures, False)
print (data)
v3[bodypart] = dict()
for cat in v1[bodypart].keys():
v3[bodypart][cat] = {
'cols': v1[bodypart][cat]['cols'],
'features': v2[bodypart][cat]['features']
}
return v3
if __name__ == '__main__':
from features.featuresToRequiredDict import featuresToRequiredDict
l1 = {'a': ['a', 'b', 'c', 'd']}
l2 = {'a': ['c', 'd', 'e', 'f']}
print(union(l1, l2))
print(union([1, 2, 3], [3, 4, 5]))
features1 = ['hip.Ax.min', 'ankle.AyAz.fcovar'
'hip.Vx.av', 'ankle.simple_nosmooth.maxDist',
'hip.cwt_butter_ncor.avPeak', 'ankle.cwt_butter_cor.maxDist',
'head.fout.ief']
dict1 = featuresToRequiredDict(features1)
features2 = []
dict2 = featuresToRequiredDict(features2)
print(dict1)
print(dict2)
ex1 = colsFirstFeaturesSecond(dict1, dict2)
print(ex1)