2020-06-10 16:04:54 +00:00
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"""
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Miscellaneous function (re)definitions from the Py3.4+ standard library
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for Python 2.6/2.7.
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- math.ceil (for Python 2.7)
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- collections.OrderedDict (for Python 2.6)
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- collections.Counter (for Python 2.6)
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- collections.ChainMap (for all versions prior to Python 3.3)
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- itertools.count (for Python 2.6, with step parameter)
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- subprocess.check_output (for Python 2.6)
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- reprlib.recursive_repr (for Python 2.6+)
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- functools.cmp_to_key (for Python 2.6)
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"""
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from __future__ import absolute_import
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import subprocess
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from math import ceil as oldceil
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from operator import itemgetter as _itemgetter, eq as _eq
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import sys
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import heapq as _heapq
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from _weakref import proxy as _proxy
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from itertools import repeat as _repeat, chain as _chain, starmap as _starmap
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from socket import getaddrinfo, SOCK_STREAM, error, socket
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2021-12-01 20:47:00 +00:00
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from future.utils import iteritems, itervalues, PY2, PY26, PY3
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if PY2:
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from collections import Mapping, MutableMapping
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else:
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from collections.abc import Mapping, MutableMapping
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2020-06-10 16:04:54 +00:00
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def ceil(x):
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"""
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Return the ceiling of x as an int.
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This is the smallest integral value >= x.
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"""
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return int(oldceil(x))
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########################################################################
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### reprlib.recursive_repr decorator from Py3.4
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########################################################################
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from itertools import islice
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if PY3:
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try:
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from _thread import get_ident
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except ImportError:
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from _dummy_thread import get_ident
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else:
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try:
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from thread import get_ident
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except ImportError:
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from dummy_thread import get_ident
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def recursive_repr(fillvalue='...'):
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'Decorator to make a repr function return fillvalue for a recursive call'
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def decorating_function(user_function):
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repr_running = set()
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def wrapper(self):
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key = id(self), get_ident()
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if key in repr_running:
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return fillvalue
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repr_running.add(key)
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try:
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result = user_function(self)
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finally:
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repr_running.discard(key)
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return result
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# Can't use functools.wraps() here because of bootstrap issues
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wrapper.__module__ = getattr(user_function, '__module__')
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wrapper.__doc__ = getattr(user_function, '__doc__')
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wrapper.__name__ = getattr(user_function, '__name__')
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wrapper.__annotations__ = getattr(user_function, '__annotations__', {})
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return wrapper
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return decorating_function
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################################################################################
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### OrderedDict
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################################################################################
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class _Link(object):
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__slots__ = 'prev', 'next', 'key', '__weakref__'
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class OrderedDict(dict):
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'Dictionary that remembers insertion order'
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# An inherited dict maps keys to values.
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# The inherited dict provides __getitem__, __len__, __contains__, and get.
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# The remaining methods are order-aware.
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# Big-O running times for all methods are the same as regular dictionaries.
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# The internal self.__map dict maps keys to links in a doubly linked list.
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# The circular doubly linked list starts and ends with a sentinel element.
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# The sentinel element never gets deleted (this simplifies the algorithm).
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# The sentinel is in self.__hardroot with a weakref proxy in self.__root.
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# The prev links are weakref proxies (to prevent circular references).
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# Individual links are kept alive by the hard reference in self.__map.
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# Those hard references disappear when a key is deleted from an OrderedDict.
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def __init__(*args, **kwds):
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'''Initialize an ordered dictionary. The signature is the same as
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regular dictionaries, but keyword arguments are not recommended because
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their insertion order is arbitrary.
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'''
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if not args:
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raise TypeError("descriptor '__init__' of 'OrderedDict' object "
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"needs an argument")
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self = args[0]
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args = args[1:]
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if len(args) > 1:
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raise TypeError('expected at most 1 arguments, got %d' % len(args))
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try:
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self.__root
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except AttributeError:
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self.__hardroot = _Link()
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self.__root = root = _proxy(self.__hardroot)
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root.prev = root.next = root
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self.__map = {}
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self.__update(*args, **kwds)
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def __setitem__(self, key, value,
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dict_setitem=dict.__setitem__, proxy=_proxy, Link=_Link):
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'od.__setitem__(i, y) <==> od[i]=y'
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# Setting a new item creates a new link at the end of the linked list,
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# and the inherited dictionary is updated with the new key/value pair.
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if key not in self:
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self.__map[key] = link = Link()
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root = self.__root
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last = root.prev
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link.prev, link.next, link.key = last, root, key
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last.next = link
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root.prev = proxy(link)
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dict_setitem(self, key, value)
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def __delitem__(self, key, dict_delitem=dict.__delitem__):
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'od.__delitem__(y) <==> del od[y]'
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# Deleting an existing item uses self.__map to find the link which gets
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# removed by updating the links in the predecessor and successor nodes.
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dict_delitem(self, key)
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link = self.__map.pop(key)
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link_prev = link.prev
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link_next = link.next
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link_prev.next = link_next
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link_next.prev = link_prev
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def __iter__(self):
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'od.__iter__() <==> iter(od)'
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# Traverse the linked list in order.
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root = self.__root
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curr = root.next
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while curr is not root:
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yield curr.key
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curr = curr.next
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def __reversed__(self):
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'od.__reversed__() <==> reversed(od)'
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# Traverse the linked list in reverse order.
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root = self.__root
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curr = root.prev
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while curr is not root:
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yield curr.key
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curr = curr.prev
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def clear(self):
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'od.clear() -> None. Remove all items from od.'
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root = self.__root
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root.prev = root.next = root
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self.__map.clear()
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dict.clear(self)
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def popitem(self, last=True):
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'''od.popitem() -> (k, v), return and remove a (key, value) pair.
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Pairs are returned in LIFO order if last is true or FIFO order if false.
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'''
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if not self:
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raise KeyError('dictionary is empty')
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root = self.__root
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if last:
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link = root.prev
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link_prev = link.prev
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link_prev.next = root
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root.prev = link_prev
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else:
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link = root.next
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link_next = link.next
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root.next = link_next
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link_next.prev = root
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key = link.key
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del self.__map[key]
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value = dict.pop(self, key)
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return key, value
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def move_to_end(self, key, last=True):
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'''Move an existing element to the end (or beginning if last==False).
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Raises KeyError if the element does not exist.
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When last=True, acts like a fast version of self[key]=self.pop(key).
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'''
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link = self.__map[key]
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link_prev = link.prev
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link_next = link.next
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link_prev.next = link_next
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link_next.prev = link_prev
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root = self.__root
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if last:
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last = root.prev
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link.prev = last
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link.next = root
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last.next = root.prev = link
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else:
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first = root.next
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link.prev = root
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link.next = first
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root.next = first.prev = link
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def __sizeof__(self):
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sizeof = sys.getsizeof
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n = len(self) + 1 # number of links including root
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size = sizeof(self.__dict__) # instance dictionary
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size += sizeof(self.__map) * 2 # internal dict and inherited dict
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size += sizeof(self.__hardroot) * n # link objects
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size += sizeof(self.__root) * n # proxy objects
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return size
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update = __update = MutableMapping.update
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keys = MutableMapping.keys
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values = MutableMapping.values
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items = MutableMapping.items
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__ne__ = MutableMapping.__ne__
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__marker = object()
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def pop(self, key, default=__marker):
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'''od.pop(k[,d]) -> v, remove specified key and return the corresponding
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value. If key is not found, d is returned if given, otherwise KeyError
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is raised.
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'''
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if key in self:
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result = self[key]
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del self[key]
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return result
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if default is self.__marker:
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raise KeyError(key)
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return default
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def setdefault(self, key, default=None):
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'od.setdefault(k[,d]) -> od.get(k,d), also set od[k]=d if k not in od'
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if key in self:
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return self[key]
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self[key] = default
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return default
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@recursive_repr()
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def __repr__(self):
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'od.__repr__() <==> repr(od)'
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if not self:
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return '%s()' % (self.__class__.__name__,)
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return '%s(%r)' % (self.__class__.__name__, list(self.items()))
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def __reduce__(self):
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'Return state information for pickling'
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inst_dict = vars(self).copy()
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for k in vars(OrderedDict()):
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inst_dict.pop(k, None)
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return self.__class__, (), inst_dict or None, None, iter(self.items())
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def copy(self):
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'od.copy() -> a shallow copy of od'
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return self.__class__(self)
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@classmethod
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def fromkeys(cls, iterable, value=None):
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'''OD.fromkeys(S[, v]) -> New ordered dictionary with keys from S.
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If not specified, the value defaults to None.
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'''
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self = cls()
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for key in iterable:
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self[key] = value
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return self
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def __eq__(self, other):
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'''od.__eq__(y) <==> od==y. Comparison to another OD is order-sensitive
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while comparison to a regular mapping is order-insensitive.
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'''
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if isinstance(other, OrderedDict):
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return dict.__eq__(self, other) and all(map(_eq, self, other))
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return dict.__eq__(self, other)
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# {{{ http://code.activestate.com/recipes/576611/ (r11)
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try:
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from operator import itemgetter
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from heapq import nlargest
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except ImportError:
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pass
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########################################################################
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### Counter
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########################################################################
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def _count_elements(mapping, iterable):
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'Tally elements from the iterable.'
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mapping_get = mapping.get
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for elem in iterable:
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mapping[elem] = mapping_get(elem, 0) + 1
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class Counter(dict):
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'''Dict subclass for counting hashable items. Sometimes called a bag
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or multiset. Elements are stored as dictionary keys and their counts
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are stored as dictionary values.
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>>> c = Counter('abcdeabcdabcaba') # count elements from a string
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>>> c.most_common(3) # three most common elements
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[('a', 5), ('b', 4), ('c', 3)]
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>>> sorted(c) # list all unique elements
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['a', 'b', 'c', 'd', 'e']
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>>> ''.join(sorted(c.elements())) # list elements with repetitions
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'aaaaabbbbcccdde'
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>>> sum(c.values()) # total of all counts
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15
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>>> c['a'] # count of letter 'a'
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5
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>>> for elem in 'shazam': # update counts from an iterable
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... c[elem] += 1 # by adding 1 to each element's count
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>>> c['a'] # now there are seven 'a'
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7
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>>> del c['b'] # remove all 'b'
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>>> c['b'] # now there are zero 'b'
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0
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>>> d = Counter('simsalabim') # make another counter
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>>> c.update(d) # add in the second counter
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>>> c['a'] # now there are nine 'a'
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9
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>>> c.clear() # empty the counter
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>>> c
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Counter()
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Note: If a count is set to zero or reduced to zero, it will remain
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in the counter until the entry is deleted or the counter is cleared:
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>>> c = Counter('aaabbc')
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>>> c['b'] -= 2 # reduce the count of 'b' by two
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>>> c.most_common() # 'b' is still in, but its count is zero
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[('a', 3), ('c', 1), ('b', 0)]
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'''
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# References:
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# http://en.wikipedia.org/wiki/Multiset
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# http://www.gnu.org/software/smalltalk/manual-base/html_node/Bag.html
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# http://www.demo2s.com/Tutorial/Cpp/0380__set-multiset/Catalog0380__set-multiset.htm
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|
# http://code.activestate.com/recipes/259174/
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|
|
# Knuth, TAOCP Vol. II section 4.6.3
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|
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def __init__(*args, **kwds):
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|
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'''Create a new, empty Counter object. And if given, count elements
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from an input iterable. Or, initialize the count from another mapping
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of elements to their counts.
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>>> c = Counter() # a new, empty counter
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|
|
|
>>> c = Counter('gallahad') # a new counter from an iterable
|
|
|
|
>>> c = Counter({'a': 4, 'b': 2}) # a new counter from a mapping
|
|
|
|
>>> c = Counter(a=4, b=2) # a new counter from keyword args
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not args:
|
|
|
|
raise TypeError("descriptor '__init__' of 'Counter' object "
|
|
|
|
"needs an argument")
|
|
|
|
self = args[0]
|
|
|
|
args = args[1:]
|
|
|
|
if len(args) > 1:
|
|
|
|
raise TypeError('expected at most 1 arguments, got %d' % len(args))
|
|
|
|
super(Counter, self).__init__()
|
|
|
|
self.update(*args, **kwds)
|
|
|
|
|
|
|
|
def __missing__(self, key):
|
|
|
|
'The count of elements not in the Counter is zero.'
|
|
|
|
# Needed so that self[missing_item] does not raise KeyError
|
|
|
|
return 0
|
|
|
|
|
|
|
|
def most_common(self, n=None):
|
|
|
|
'''List the n most common elements and their counts from the most
|
|
|
|
common to the least. If n is None, then list all element counts.
|
|
|
|
|
|
|
|
>>> Counter('abcdeabcdabcaba').most_common(3)
|
|
|
|
[('a', 5), ('b', 4), ('c', 3)]
|
|
|
|
|
|
|
|
'''
|
|
|
|
# Emulate Bag.sortedByCount from Smalltalk
|
|
|
|
if n is None:
|
|
|
|
return sorted(self.items(), key=_itemgetter(1), reverse=True)
|
|
|
|
return _heapq.nlargest(n, self.items(), key=_itemgetter(1))
|
|
|
|
|
|
|
|
def elements(self):
|
|
|
|
'''Iterator over elements repeating each as many times as its count.
|
|
|
|
|
|
|
|
>>> c = Counter('ABCABC')
|
|
|
|
>>> sorted(c.elements())
|
|
|
|
['A', 'A', 'B', 'B', 'C', 'C']
|
|
|
|
|
|
|
|
# Knuth's example for prime factors of 1836: 2**2 * 3**3 * 17**1
|
|
|
|
>>> prime_factors = Counter({2: 2, 3: 3, 17: 1})
|
|
|
|
>>> product = 1
|
|
|
|
>>> for factor in prime_factors.elements(): # loop over factors
|
|
|
|
... product *= factor # and multiply them
|
|
|
|
>>> product
|
|
|
|
1836
|
|
|
|
|
|
|
|
Note, if an element's count has been set to zero or is a negative
|
|
|
|
number, elements() will ignore it.
|
|
|
|
|
|
|
|
'''
|
|
|
|
# Emulate Bag.do from Smalltalk and Multiset.begin from C++.
|
|
|
|
return _chain.from_iterable(_starmap(_repeat, self.items()))
|
|
|
|
|
|
|
|
# Override dict methods where necessary
|
|
|
|
|
|
|
|
@classmethod
|
|
|
|
def fromkeys(cls, iterable, v=None):
|
|
|
|
# There is no equivalent method for counters because setting v=1
|
|
|
|
# means that no element can have a count greater than one.
|
|
|
|
raise NotImplementedError(
|
|
|
|
'Counter.fromkeys() is undefined. Use Counter(iterable) instead.')
|
|
|
|
|
|
|
|
def update(*args, **kwds):
|
|
|
|
'''Like dict.update() but add counts instead of replacing them.
|
|
|
|
|
|
|
|
Source can be an iterable, a dictionary, or another Counter instance.
|
|
|
|
|
|
|
|
>>> c = Counter('which')
|
|
|
|
>>> c.update('witch') # add elements from another iterable
|
|
|
|
>>> d = Counter('watch')
|
|
|
|
>>> c.update(d) # add elements from another counter
|
|
|
|
>>> c['h'] # four 'h' in which, witch, and watch
|
|
|
|
4
|
|
|
|
|
|
|
|
'''
|
|
|
|
# The regular dict.update() operation makes no sense here because the
|
|
|
|
# replace behavior results in the some of original untouched counts
|
|
|
|
# being mixed-in with all of the other counts for a mismash that
|
|
|
|
# doesn't have a straight-forward interpretation in most counting
|
|
|
|
# contexts. Instead, we implement straight-addition. Both the inputs
|
|
|
|
# and outputs are allowed to contain zero and negative counts.
|
|
|
|
|
|
|
|
if not args:
|
|
|
|
raise TypeError("descriptor 'update' of 'Counter' object "
|
|
|
|
"needs an argument")
|
|
|
|
self = args[0]
|
|
|
|
args = args[1:]
|
|
|
|
if len(args) > 1:
|
|
|
|
raise TypeError('expected at most 1 arguments, got %d' % len(args))
|
|
|
|
iterable = args[0] if args else None
|
|
|
|
if iterable is not None:
|
|
|
|
if isinstance(iterable, Mapping):
|
|
|
|
if self:
|
|
|
|
self_get = self.get
|
|
|
|
for elem, count in iterable.items():
|
|
|
|
self[elem] = count + self_get(elem, 0)
|
|
|
|
else:
|
|
|
|
super(Counter, self).update(iterable) # fast path when counter is empty
|
|
|
|
else:
|
|
|
|
_count_elements(self, iterable)
|
|
|
|
if kwds:
|
|
|
|
self.update(kwds)
|
|
|
|
|
|
|
|
def subtract(*args, **kwds):
|
|
|
|
'''Like dict.update() but subtracts counts instead of replacing them.
|
|
|
|
Counts can be reduced below zero. Both the inputs and outputs are
|
|
|
|
allowed to contain zero and negative counts.
|
|
|
|
|
|
|
|
Source can be an iterable, a dictionary, or another Counter instance.
|
|
|
|
|
|
|
|
>>> c = Counter('which')
|
|
|
|
>>> c.subtract('witch') # subtract elements from another iterable
|
|
|
|
>>> c.subtract(Counter('watch')) # subtract elements from another counter
|
|
|
|
>>> c['h'] # 2 in which, minus 1 in witch, minus 1 in watch
|
|
|
|
0
|
|
|
|
>>> c['w'] # 1 in which, minus 1 in witch, minus 1 in watch
|
|
|
|
-1
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not args:
|
|
|
|
raise TypeError("descriptor 'subtract' of 'Counter' object "
|
|
|
|
"needs an argument")
|
|
|
|
self = args[0]
|
|
|
|
args = args[1:]
|
|
|
|
if len(args) > 1:
|
|
|
|
raise TypeError('expected at most 1 arguments, got %d' % len(args))
|
|
|
|
iterable = args[0] if args else None
|
|
|
|
if iterable is not None:
|
|
|
|
self_get = self.get
|
|
|
|
if isinstance(iterable, Mapping):
|
|
|
|
for elem, count in iterable.items():
|
|
|
|
self[elem] = self_get(elem, 0) - count
|
|
|
|
else:
|
|
|
|
for elem in iterable:
|
|
|
|
self[elem] = self_get(elem, 0) - 1
|
|
|
|
if kwds:
|
|
|
|
self.subtract(kwds)
|
|
|
|
|
|
|
|
def copy(self):
|
|
|
|
'Return a shallow copy.'
|
|
|
|
return self.__class__(self)
|
|
|
|
|
|
|
|
def __reduce__(self):
|
|
|
|
return self.__class__, (dict(self),)
|
|
|
|
|
|
|
|
def __delitem__(self, elem):
|
|
|
|
'Like dict.__delitem__() but does not raise KeyError for missing values.'
|
|
|
|
if elem in self:
|
|
|
|
super(Counter, self).__delitem__(elem)
|
|
|
|
|
|
|
|
def __repr__(self):
|
|
|
|
if not self:
|
|
|
|
return '%s()' % self.__class__.__name__
|
|
|
|
try:
|
|
|
|
items = ', '.join(map('%r: %r'.__mod__, self.most_common()))
|
|
|
|
return '%s({%s})' % (self.__class__.__name__, items)
|
|
|
|
except TypeError:
|
|
|
|
# handle case where values are not orderable
|
|
|
|
return '{0}({1!r})'.format(self.__class__.__name__, dict(self))
|
|
|
|
|
|
|
|
# Multiset-style mathematical operations discussed in:
|
|
|
|
# Knuth TAOCP Volume II section 4.6.3 exercise 19
|
|
|
|
# and at http://en.wikipedia.org/wiki/Multiset
|
|
|
|
#
|
|
|
|
# Outputs guaranteed to only include positive counts.
|
|
|
|
#
|
|
|
|
# To strip negative and zero counts, add-in an empty counter:
|
|
|
|
# c += Counter()
|
|
|
|
|
|
|
|
def __add__(self, other):
|
|
|
|
'''Add counts from two counters.
|
|
|
|
|
|
|
|
>>> Counter('abbb') + Counter('bcc')
|
|
|
|
Counter({'b': 4, 'c': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not isinstance(other, Counter):
|
|
|
|
return NotImplemented
|
|
|
|
result = Counter()
|
|
|
|
for elem, count in self.items():
|
|
|
|
newcount = count + other[elem]
|
|
|
|
if newcount > 0:
|
|
|
|
result[elem] = newcount
|
|
|
|
for elem, count in other.items():
|
|
|
|
if elem not in self and count > 0:
|
|
|
|
result[elem] = count
|
|
|
|
return result
|
|
|
|
|
|
|
|
def __sub__(self, other):
|
|
|
|
''' Subtract count, but keep only results with positive counts.
|
|
|
|
|
|
|
|
>>> Counter('abbbc') - Counter('bccd')
|
|
|
|
Counter({'b': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not isinstance(other, Counter):
|
|
|
|
return NotImplemented
|
|
|
|
result = Counter()
|
|
|
|
for elem, count in self.items():
|
|
|
|
newcount = count - other[elem]
|
|
|
|
if newcount > 0:
|
|
|
|
result[elem] = newcount
|
|
|
|
for elem, count in other.items():
|
|
|
|
if elem not in self and count < 0:
|
|
|
|
result[elem] = 0 - count
|
|
|
|
return result
|
|
|
|
|
|
|
|
def __or__(self, other):
|
|
|
|
'''Union is the maximum of value in either of the input counters.
|
|
|
|
|
|
|
|
>>> Counter('abbb') | Counter('bcc')
|
|
|
|
Counter({'b': 3, 'c': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not isinstance(other, Counter):
|
|
|
|
return NotImplemented
|
|
|
|
result = Counter()
|
|
|
|
for elem, count in self.items():
|
|
|
|
other_count = other[elem]
|
|
|
|
newcount = other_count if count < other_count else count
|
|
|
|
if newcount > 0:
|
|
|
|
result[elem] = newcount
|
|
|
|
for elem, count in other.items():
|
|
|
|
if elem not in self and count > 0:
|
|
|
|
result[elem] = count
|
|
|
|
return result
|
|
|
|
|
|
|
|
def __and__(self, other):
|
|
|
|
''' Intersection is the minimum of corresponding counts.
|
|
|
|
|
|
|
|
>>> Counter('abbb') & Counter('bcc')
|
|
|
|
Counter({'b': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
if not isinstance(other, Counter):
|
|
|
|
return NotImplemented
|
|
|
|
result = Counter()
|
|
|
|
for elem, count in self.items():
|
|
|
|
other_count = other[elem]
|
|
|
|
newcount = count if count < other_count else other_count
|
|
|
|
if newcount > 0:
|
|
|
|
result[elem] = newcount
|
|
|
|
return result
|
|
|
|
|
|
|
|
def __pos__(self):
|
|
|
|
'Adds an empty counter, effectively stripping negative and zero counts'
|
|
|
|
return self + Counter()
|
|
|
|
|
|
|
|
def __neg__(self):
|
|
|
|
'''Subtracts from an empty counter. Strips positive and zero counts,
|
|
|
|
and flips the sign on negative counts.
|
|
|
|
|
|
|
|
'''
|
|
|
|
return Counter() - self
|
|
|
|
|
|
|
|
def _keep_positive(self):
|
|
|
|
'''Internal method to strip elements with a negative or zero count'''
|
|
|
|
nonpositive = [elem for elem, count in self.items() if not count > 0]
|
|
|
|
for elem in nonpositive:
|
|
|
|
del self[elem]
|
|
|
|
return self
|
|
|
|
|
|
|
|
def __iadd__(self, other):
|
|
|
|
'''Inplace add from another counter, keeping only positive counts.
|
|
|
|
|
|
|
|
>>> c = Counter('abbb')
|
|
|
|
>>> c += Counter('bcc')
|
|
|
|
>>> c
|
|
|
|
Counter({'b': 4, 'c': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
for elem, count in other.items():
|
|
|
|
self[elem] += count
|
|
|
|
return self._keep_positive()
|
|
|
|
|
|
|
|
def __isub__(self, other):
|
|
|
|
'''Inplace subtract counter, but keep only results with positive counts.
|
|
|
|
|
|
|
|
>>> c = Counter('abbbc')
|
|
|
|
>>> c -= Counter('bccd')
|
|
|
|
>>> c
|
|
|
|
Counter({'b': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
for elem, count in other.items():
|
|
|
|
self[elem] -= count
|
|
|
|
return self._keep_positive()
|
|
|
|
|
|
|
|
def __ior__(self, other):
|
|
|
|
'''Inplace union is the maximum of value from either counter.
|
|
|
|
|
|
|
|
>>> c = Counter('abbb')
|
|
|
|
>>> c |= Counter('bcc')
|
|
|
|
>>> c
|
|
|
|
Counter({'b': 3, 'c': 2, 'a': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
for elem, other_count in other.items():
|
|
|
|
count = self[elem]
|
|
|
|
if other_count > count:
|
|
|
|
self[elem] = other_count
|
|
|
|
return self._keep_positive()
|
|
|
|
|
|
|
|
def __iand__(self, other):
|
|
|
|
'''Inplace intersection is the minimum of corresponding counts.
|
|
|
|
|
|
|
|
>>> c = Counter('abbb')
|
|
|
|
>>> c &= Counter('bcc')
|
|
|
|
>>> c
|
|
|
|
Counter({'b': 1})
|
|
|
|
|
|
|
|
'''
|
|
|
|
for elem, count in self.items():
|
|
|
|
other_count = other[elem]
|
|
|
|
if other_count < count:
|
|
|
|
self[elem] = other_count
|
|
|
|
return self._keep_positive()
|
|
|
|
|
|
|
|
|
|
|
|
def check_output(*popenargs, **kwargs):
|
|
|
|
"""
|
|
|
|
For Python 2.6 compatibility: see
|
|
|
|
http://stackoverflow.com/questions/4814970/
|
|
|
|
"""
|
|
|
|
|
|
|
|
if 'stdout' in kwargs:
|
|
|
|
raise ValueError('stdout argument not allowed, it will be overridden.')
|
|
|
|
process = subprocess.Popen(stdout=subprocess.PIPE, *popenargs, **kwargs)
|
|
|
|
output, unused_err = process.communicate()
|
|
|
|
retcode = process.poll()
|
|
|
|
if retcode:
|
|
|
|
cmd = kwargs.get("args")
|
|
|
|
if cmd is None:
|
|
|
|
cmd = popenargs[0]
|
|
|
|
raise subprocess.CalledProcessError(retcode, cmd)
|
|
|
|
return output
|
|
|
|
|
|
|
|
|
|
|
|
def count(start=0, step=1):
|
|
|
|
"""
|
|
|
|
``itertools.count`` in Py 2.6 doesn't accept a step
|
|
|
|
parameter. This is an enhanced version of ``itertools.count``
|
|
|
|
for Py2.6 equivalent to ``itertools.count`` in Python 2.7+.
|
|
|
|
"""
|
|
|
|
while True:
|
|
|
|
yield start
|
|
|
|
start += step
|
|
|
|
|
|
|
|
|
|
|
|
########################################################################
|
|
|
|
### ChainMap (helper for configparser and string.Template)
|
|
|
|
### From the Py3.4 source code. See also:
|
|
|
|
### https://github.com/kkxue/Py2ChainMap/blob/master/py2chainmap.py
|
|
|
|
########################################################################
|
|
|
|
|
|
|
|
class ChainMap(MutableMapping):
|
|
|
|
''' A ChainMap groups multiple dicts (or other mappings) together
|
|
|
|
to create a single, updateable view.
|
|
|
|
|
|
|
|
The underlying mappings are stored in a list. That list is public and can
|
|
|
|
accessed or updated using the *maps* attribute. There is no other state.
|
|
|
|
|
|
|
|
Lookups search the underlying mappings successively until a key is found.
|
|
|
|
In contrast, writes, updates, and deletions only operate on the first
|
|
|
|
mapping.
|
|
|
|
|
|
|
|
'''
|
|
|
|
|
|
|
|
def __init__(self, *maps):
|
|
|
|
'''Initialize a ChainMap by setting *maps* to the given mappings.
|
|
|
|
If no mappings are provided, a single empty dictionary is used.
|
|
|
|
|
|
|
|
'''
|
|
|
|
self.maps = list(maps) or [{}] # always at least one map
|
|
|
|
|
|
|
|
def __missing__(self, key):
|
|
|
|
raise KeyError(key)
|
|
|
|
|
|
|
|
def __getitem__(self, key):
|
|
|
|
for mapping in self.maps:
|
|
|
|
try:
|
|
|
|
return mapping[key] # can't use 'key in mapping' with defaultdict
|
|
|
|
except KeyError:
|
|
|
|
pass
|
|
|
|
return self.__missing__(key) # support subclasses that define __missing__
|
|
|
|
|
|
|
|
def get(self, key, default=None):
|
|
|
|
return self[key] if key in self else default
|
|
|
|
|
|
|
|
def __len__(self):
|
|
|
|
return len(set().union(*self.maps)) # reuses stored hash values if possible
|
|
|
|
|
|
|
|
def __iter__(self):
|
|
|
|
return iter(set().union(*self.maps))
|
|
|
|
|
|
|
|
def __contains__(self, key):
|
|
|
|
return any(key in m for m in self.maps)
|
|
|
|
|
|
|
|
def __bool__(self):
|
|
|
|
return any(self.maps)
|
|
|
|
|
|
|
|
# Py2 compatibility:
|
|
|
|
__nonzero__ = __bool__
|
|
|
|
|
|
|
|
@recursive_repr()
|
|
|
|
def __repr__(self):
|
|
|
|
return '{0.__class__.__name__}({1})'.format(
|
|
|
|
self, ', '.join(map(repr, self.maps)))
|
|
|
|
|
|
|
|
@classmethod
|
|
|
|
def fromkeys(cls, iterable, *args):
|
|
|
|
'Create a ChainMap with a single dict created from the iterable.'
|
|
|
|
return cls(dict.fromkeys(iterable, *args))
|
|
|
|
|
|
|
|
def copy(self):
|
|
|
|
'New ChainMap or subclass with a new copy of maps[0] and refs to maps[1:]'
|
|
|
|
return self.__class__(self.maps[0].copy(), *self.maps[1:])
|
|
|
|
|
|
|
|
__copy__ = copy
|
|
|
|
|
|
|
|
def new_child(self, m=None): # like Django's Context.push()
|
|
|
|
'''
|
|
|
|
New ChainMap with a new map followed by all previous maps. If no
|
|
|
|
map is provided, an empty dict is used.
|
|
|
|
'''
|
|
|
|
if m is None:
|
|
|
|
m = {}
|
|
|
|
return self.__class__(m, *self.maps)
|
|
|
|
|
|
|
|
@property
|
|
|
|
def parents(self): # like Django's Context.pop()
|
|
|
|
'New ChainMap from maps[1:].'
|
|
|
|
return self.__class__(*self.maps[1:])
|
|
|
|
|
|
|
|
def __setitem__(self, key, value):
|
|
|
|
self.maps[0][key] = value
|
|
|
|
|
|
|
|
def __delitem__(self, key):
|
|
|
|
try:
|
|
|
|
del self.maps[0][key]
|
|
|
|
except KeyError:
|
|
|
|
raise KeyError('Key not found in the first mapping: {0!r}'.format(key))
|
|
|
|
|
|
|
|
def popitem(self):
|
|
|
|
'Remove and return an item pair from maps[0]. Raise KeyError is maps[0] is empty.'
|
|
|
|
try:
|
|
|
|
return self.maps[0].popitem()
|
|
|
|
except KeyError:
|
|
|
|
raise KeyError('No keys found in the first mapping.')
|
|
|
|
|
|
|
|
def pop(self, key, *args):
|
|
|
|
'Remove *key* from maps[0] and return its value. Raise KeyError if *key* not in maps[0].'
|
|
|
|
try:
|
|
|
|
return self.maps[0].pop(key, *args)
|
|
|
|
except KeyError:
|
|
|
|
raise KeyError('Key not found in the first mapping: {0!r}'.format(key))
|
|
|
|
|
|
|
|
def clear(self):
|
|
|
|
'Clear maps[0], leaving maps[1:] intact.'
|
|
|
|
self.maps[0].clear()
|
|
|
|
|
|
|
|
|
|
|
|
# Re-use the same sentinel as in the Python stdlib socket module:
|
|
|
|
from socket import _GLOBAL_DEFAULT_TIMEOUT
|
|
|
|
# Was: _GLOBAL_DEFAULT_TIMEOUT = object()
|
|
|
|
|
|
|
|
|
|
|
|
def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
|
|
|
|
source_address=None):
|
|
|
|
"""Backport of 3-argument create_connection() for Py2.6.
|
|
|
|
|
|
|
|
Connect to *address* and return the socket object.
|
|
|
|
|
|
|
|
Convenience function. Connect to *address* (a 2-tuple ``(host,
|
|
|
|
port)``) and return the socket object. Passing the optional
|
|
|
|
*timeout* parameter will set the timeout on the socket instance
|
|
|
|
before attempting to connect. If no *timeout* is supplied, the
|
|
|
|
global default timeout setting returned by :func:`getdefaulttimeout`
|
|
|
|
is used. If *source_address* is set it must be a tuple of (host, port)
|
|
|
|
for the socket to bind as a source address before making the connection.
|
|
|
|
An host of '' or port 0 tells the OS to use the default.
|
|
|
|
"""
|
|
|
|
|
|
|
|
host, port = address
|
|
|
|
err = None
|
|
|
|
for res in getaddrinfo(host, port, 0, SOCK_STREAM):
|
|
|
|
af, socktype, proto, canonname, sa = res
|
|
|
|
sock = None
|
|
|
|
try:
|
|
|
|
sock = socket(af, socktype, proto)
|
|
|
|
if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
|
|
|
|
sock.settimeout(timeout)
|
|
|
|
if source_address:
|
|
|
|
sock.bind(source_address)
|
|
|
|
sock.connect(sa)
|
|
|
|
return sock
|
|
|
|
|
|
|
|
except error as _:
|
|
|
|
err = _
|
|
|
|
if sock is not None:
|
|
|
|
sock.close()
|
|
|
|
|
|
|
|
if err is not None:
|
|
|
|
raise err
|
|
|
|
else:
|
|
|
|
raise error("getaddrinfo returns an empty list")
|
|
|
|
|
|
|
|
# Backport from Py2.7 for Py2.6:
|
|
|
|
def cmp_to_key(mycmp):
|
|
|
|
"""Convert a cmp= function into a key= function"""
|
|
|
|
class K(object):
|
|
|
|
__slots__ = ['obj']
|
|
|
|
def __init__(self, obj, *args):
|
|
|
|
self.obj = obj
|
|
|
|
def __lt__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) < 0
|
|
|
|
def __gt__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) > 0
|
|
|
|
def __eq__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) == 0
|
|
|
|
def __le__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) <= 0
|
|
|
|
def __ge__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) >= 0
|
|
|
|
def __ne__(self, other):
|
|
|
|
return mycmp(self.obj, other.obj) != 0
|
|
|
|
def __hash__(self):
|
|
|
|
raise TypeError('hash not implemented')
|
|
|
|
return K
|
|
|
|
|
|
|
|
# Back up our definitions above in case they're useful
|
|
|
|
_OrderedDict = OrderedDict
|
|
|
|
_Counter = Counter
|
|
|
|
_check_output = check_output
|
|
|
|
_count = count
|
|
|
|
_ceil = ceil
|
|
|
|
__count_elements = _count_elements
|
|
|
|
_recursive_repr = recursive_repr
|
|
|
|
_ChainMap = ChainMap
|
|
|
|
_create_connection = create_connection
|
|
|
|
_cmp_to_key = cmp_to_key
|
|
|
|
|
|
|
|
# Overwrite the definitions above with the usual ones
|
|
|
|
# from the standard library:
|
|
|
|
if sys.version_info >= (2, 7):
|
|
|
|
from collections import OrderedDict, Counter
|
|
|
|
from itertools import count
|
|
|
|
from functools import cmp_to_key
|
|
|
|
try:
|
|
|
|
from subprocess import check_output
|
|
|
|
except ImportError:
|
|
|
|
# Not available. This happens with Google App Engine: see issue #231
|
|
|
|
pass
|
|
|
|
from socket import create_connection
|
|
|
|
|
|
|
|
if sys.version_info >= (3, 0):
|
|
|
|
from math import ceil
|
|
|
|
from collections import _count_elements
|
|
|
|
|
|
|
|
if sys.version_info >= (3, 3):
|
|
|
|
from reprlib import recursive_repr
|
|
|
|
from collections import ChainMap
|