def __init__(self, folder, type, num, batchSize, steps, numFeatures):
self.master_filepath = folder # the master filepath in which all of the data is located
self.len = int(np.ceil(num / float(batchSize)))
self.num = num
self.numFeatures = numFeatures
self.batchSize = batchSize
self.steps = steps
self.type = type
reader = DataReader(self.master_filepath)
self.data = reader.get_tsdata()
self.pos = 1
if 'train' == type:
self.low = 0
self.high = 4
elif 'validate' == type:
self.low = 5
self.high = 8
else:
self.low = 9
self.high = 9
return
