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def __init__(self,m):
self.m = m
self.idx = -1
def next(self):
"""
Advances the Order object to the next index
"""
self.idx += 1
if self.idx < self.m:
return self.idx
else:
return None
class randomOrder(Order):
"""
An object that defines a random order in which the distance profiles are calculated for a given Matrix Profile
"""
def __init__(self,m, random_state=None):
self.idx = -1
self.indices = np.arange(m)
self.random_state = random_state
if self.random_state is not None:
np.random.seed(self.random_state)
np.random.shuffle(self.indices)
def next(self):
"""
Advances the Order object to the next index
from __future__ import print_function
from __future__ import unicode_literals
range = getattr(__builtins__, 'xrange', range)
# end of py2 compatability boilerplate
import numpy as np
class Order:
"""
An object that defines the order in which the distance profiles are calculated for a given Matrix Profile
"""
def next(self):
raise NotImplementedError("next() not implemented")
class linearOrder(Order):
"""
An object that defines a linear (iterative) order in which the distance profiles are calculated for a given Matrix Profile
"""
def __init__(self,m):
self.m = m
self.idx = -1
def next(self):
"""
Advances the Order object to the next index
"""
self.idx += 1
if self.idx < self.m:
return self.idx
else:
return None