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			141 lines
		
	
	
		
			3.8 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			141 lines
		
	
	
		
			3.8 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
| # vim: set fileencoding=utf-8:
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| 
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| from __future__ import (
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|     unicode_literals,
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|     absolute_import,
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|     print_function,
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|     division,
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|     )
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| str = type('')
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| 
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| import cmath
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| import weakref
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| import collections
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| import operator
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| import functools
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| 
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| 
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| # Back-ported from python 3.5; see
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| # github.com/PythonCHB/close_pep/blob/master/is_close.py for original
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| # implementation
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| def isclose(a, b, rel_tol=1e-9, abs_tol=0.0):
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|     if rel_tol < 0.0 or abs_tol < 0.0:
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|         raise ValueError('error tolerances must be non-negative')
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|     if a == b: # fast-path for exact equality
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|         return True
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|     if cmath.isinf(a) or cmath.isinf(b):
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|         return False
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|     diff = abs(b - a)
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|     return (
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|         (diff <= abs(rel_tol * b)) or
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|         (diff <= abs(rel_tol * a)) or
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|         (diff <= abs_tol)
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|         )
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| 
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| 
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| # Backported from py3.4
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| def mean(data):
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|     if iter(data) is data:
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|         data = list(data)
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|     n = len(data)
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|     if not n:
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|         raise ValueError('cannot calculate mean of empty data')
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|     return sum(data) / n
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| 
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| 
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| # Backported from py3.4
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| def median(data):
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|     data = sorted(data)
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|     n = len(data)
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|     if not n:
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|         raise ValueError('cannot calculate median of empty data')
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|     elif n % 2:
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|         return data[n // 2]
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|     else:
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|         i = n // 2
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|         return (data[i - 1] + data[i]) / 2
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| 
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| 
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| # Copied from the MIT-licensed https://github.com/slezica/python-frozendict
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| class frozendict(collections.Mapping):
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|     def __init__(self, *args, **kwargs):
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|         self.__dict = dict(*args, **kwargs)
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|         self.__hash = None
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| 
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|     def __getitem__(self, key):
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|         return self.__dict[key]
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| 
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|     def copy(self, **add_or_replace):
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|         return frozendict(self, **add_or_replace)
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| 
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|     def __iter__(self):
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|         return iter(self.__dict)
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| 
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|     def __len__(self):
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|         return len(self.__dict)
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| 
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|     def __repr__(self):
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|         return '<frozendict %s>' % repr(self.__dict)
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| 
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|     def __hash__(self):
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|         if self.__hash is None:
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|             hashes = map(hash, self.items())
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|             self.__hash = functools.reduce(operator.xor, hashes, 0)
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|         return self.__hash
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| 
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| 
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| # Backported from py3.4
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| class WeakMethod(weakref.ref):
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|     """
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|     A custom `weakref.ref` subclass which simulates a weak reference to
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|     a bound method, working around the lifetime problem of bound methods.
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|     """
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| 
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|     __slots__ = "_func_ref", "_meth_type", "_alive", "__weakref__"
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| 
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|     def __new__(cls, meth, callback=None):
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|         try:
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|             obj = meth.__self__
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|             func = meth.__func__
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|         except AttributeError:
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|             raise TypeError("argument should be a bound method, not {0}"
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|                             .format(type(meth)))
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|         def _cb(arg):
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|             # The self-weakref trick is needed to avoid creating a reference
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|             # cycle.
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|             self = self_wr()
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|             if self._alive:
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|                 self._alive = False
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|                 if callback is not None:
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|                     callback(self)
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|         self = weakref.ref.__new__(cls, obj, _cb)
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|         self._func_ref = weakref.ref(func, _cb)
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|         self._meth_type = type(meth)
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|         self._alive = True
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|         self_wr = weakref.ref(self)
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|         return self
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| 
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|     def __call__(self):
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|         obj = super(WeakMethod, self).__call__()
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|         func = self._func_ref()
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|         if obj is None or func is None:
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|             return None
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|         return self._meth_type(func, obj)
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| 
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|     def __eq__(self, other):
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|         if isinstance(other, WeakMethod):
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|             if not self._alive or not other._alive:
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|                 return self is other
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|             return weakref.ref.__eq__(self, other) and self._func_ref == other._func_ref
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|         return False
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| 
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|     def __ne__(self, other):
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|         if isinstance(other, WeakMethod):
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|             if not self._alive or not other._alive:
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|                 return self is not other
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|             return weakref.ref.__ne__(self, other) or self._func_ref != other._func_ref
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|         return True
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| 
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|     __hash__ = weakref.ref.__hash__
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| 
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