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3 \ô²ã$@südZddddddddd g Zd d lTd d lZeej7Zd d lmZmZd dlm Z d d l Z d d l Zd dlmZd dlmZmZmZd dlmZyd dlmZWnek r°Yn Xej eƒyd dlm!Z!Wnek ràYnXGdd„de"ƒZ#Gdd„de$ƒZ%Gdd„de&ƒZ'Gdd„de(ƒZ)Gdd„de*ƒZ+yd dlm+Z+Wnek �rXYnXdZ,dZ-d Z.d!d!d d"œd#d„Z/d$d%„Z0yd d&lm0Z0Wnek �r¦YnXGd'd„de*ƒZ1Gd(d „d e2ƒZ3Gd)d„de2ƒZ4Gd*d„deƒZ5Gd+d„de6ƒZ7d S),a?This module implements specialized container datatypes providing alternatives to Python's general purpose built-in containers, dict, list, set, and tuple. * namedtuple factory function for creating tuple subclasses with named fields * deque list-like container with fast appends and pops on either end * ChainMap dict-like class for creating a single view of multiple mappings * Counter dict subclass for counting hashable objects * OrderedDict dict subclass that remembers the order entries were added * defaultdict dict subclass that calls a factory function to supply missing values * UserDict wrapper around dictionary objects for easier dict subclassing * UserList wrapper around list objects for easier list subclassing * UserString wrapper around string objects for easier string subclassing ÚdequeÚ defaultdictÚ namedtupleÚUserDictÚUserListÚ UserStringÚCounterÚ OrderedDictÚChainMapé)Ú*N)Ú itemgetterÚeq)Ú iskeyword)Úproxy)ÚrepeatÚchainÚstarmap)Úrecursive_repr)r)rc@seZdZdd„ZdS)Ú_OrderedDictKeysViewccst|jƒEdHdS)N)ÚreversedÚ_mapping)Úself©rú,/usr/lib64/python3.6/collections/__init__.pyÚ __reversed__5sz!_OrderedDictKeysView.__reversed__N)Ú__name__Ú __module__Ú __qualname__rrrrrr3src@seZdZdd„ZdS)Ú_OrderedDictItemsViewccs(x"t|jƒD]}||j|fVq WdS)N)rr)rÚkeyrrrr:sz"_OrderedDictItemsView.__reversed__N)rrrrrrrrr8src@seZdZdd„ZdS)Ú_OrderedDictValuesViewccs$xt|jƒD]}|j|Vq WdS)N)rr)rrrrrr@sz#_OrderedDictValuesView.__reversed__N)rrrrrrrrr >sr c@seZdZdZdS)Ú_LinkÚprevÚnextrÚ __weakref__N)r"r#rr$)rrrÚ __slots__rrrrr!Dsr!c@säeZdZdZdd„Zejeefdd„Zej fdd„Z dd „Z d d „Z d d „Z d*dd„Z d+dd„Zdd„ZejZZdd„Zdd„Zdd„ZejZeƒZefdd„Zd,dd„Zeƒd d!„ƒZd"d#„Zd$d%„Zed-d&d'„ƒZ d(d)„Z!dS).rz)Dictionary that remembers insertion orderc OsŠ|s tdƒ‚|^}}t|ƒdkr0tdt|ƒƒ‚y |jWn>tk rxtƒ|_t|jƒ|_}||_|_i|_ YnX|j ||ŽdS)zŒInitialize an ordered dictionary. 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Remove all items from od.N)r)r"r#r-ÚclearÚdict)rr1rrrr=–s  zOrderedDict.clearTcCsj|s tdƒ‚|j}|r0|j}|j}||_||_n|j}|j}||_||_|j}|j|=tj||ƒ}||fS)z•Remove and return a (key, value) pair from the dictionary. Pairs are returned in LIFO order if last is true or FIFO order if false. zdictionary is empty)ÚKeyErrorr)r"r#rr-r>r7)rr5r1r4r8r9rr3rrrÚpopitem�s  zOrderedDict.popitemc Cst|j|}|j}|j}|j}||_||_|j}|rR|j}||_||_||_||_n|j}||_||_||_||_dS)zÑMove an existing element to the end (or beginning if last==False). Raises KeyError if the element does not exist. When last=True, acts like a fast version of self[key]=self.pop(key). 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If key is not found, d is returned if given, otherwise KeyError is raised. )Ú_OrderedDict__markerr?)rrÚdefaultÚresultrrrr7ês zOrderedDict.popNcCs||kr||S|||<|S)zDod.setdefault(k[,d]) -> od.get(k,d), also set od[k]=d if k not in odr)rrrNrrrÚ setdefaultøszOrderedDict.setdefaultcCs*|sd|jjfSd|jjt|jƒƒfS)zod.__repr__() <==> repr(od)z%s()z%s(%r))Ú __class__rÚlistrK)rrrrÚ__repr__ÿszOrderedDict.__repr__cCsHt|ƒjƒ}xttƒƒD]}|j|dƒqW|jf|p8ddt|jƒƒfS)z%Return state information for picklingN)ÚvarsÚcopyrr7rQÚiterrK)rZ inst_dictÚkrrrÚ __reduce__s zOrderedDict.__reduce__cCs |j|ƒS)z!od.copy() -> a shallow copy of od)rQ)rrrrrU szOrderedDict.copycCs |ƒ}x|D] }|||<q W|S)zOD.fromkeys(S[, v]) -> New ordered dictionary with keys from S. If not specified, the value defaults to None. r)ÚclsÚiterabler3rrrrrÚfromkeyss  zOrderedDict.fromkeyscCs2t|tƒr&tj||ƒo$ttt||ƒƒStj||ƒS)z“od.__eq__(y) <==> od==y. Comparison to another OD is order-sensitive while comparison to a regular mapping is order-insensitive. )Ú isinstancerr>Ú__eq__ÚallÚmapÚ_eq)rÚotherrrrr]s zOrderedDict.__eq__)T)T)N)N)"rrrÚ__doc__r2r>r6r,r!r:r<rr=r@rBrIÚMutableMappingÚupdater.rJrKrLÚ__ne__ÚobjectrMr7rPÚ_recursive_reprrSrXrUÚ classmethodr[r]rrrrrGs0          )ra±from builtins import property as _property, tuple as _tuple from operator import itemgetter as _itemgetter from collections import OrderedDict class {typename}(tuple): '{typename}({arg_list})' __slots__ = () _fields = {field_names!r} def __new__(_cls, {arg_list}): 'Create new instance of {typename}({arg_list})' return _tuple.__new__(_cls, ({arg_list})) @classmethod def _make(cls, iterable, new=tuple.__new__, len=len): 'Make a new {typename} object from a sequence or iterable' result = new(cls, iterable) if len(result) != {num_fields:d}: raise TypeError('Expected {num_fields:d} arguments, got %d' % len(result)) return result def _replace(_self, **kwds): 'Return a new {typename} object replacing specified fields with new values' result = _self._make(map(kwds.pop, {field_names!r}, _self)) if kwds: raise ValueError('Got unexpected field names: %r' % list(kwds)) return result def __repr__(self): 'Return a nicely formatted representation string' return self.__class__.__name__ + '({repr_fmt})' % self def _asdict(self): 'Return a new OrderedDict which maps field names to their values.' return OrderedDict(zip(self._fields, self)) def __getnewargs__(self): 'Return self as a plain tuple. Used by copy and pickle.' return tuple(self) {field_defs} z {name}=%rzW {name} = _property(_itemgetter({index:d}), doc='Alias for field number {index:d}') F)ÚverboseÚrenameÚmodulec Cst|tƒr|jddƒjƒ}ttt|ƒƒ}t|ƒ}|rŠtƒ}xNt|ƒD]B\}}|jƒ spt |ƒsp|j dƒsp||kr|d|||<|j |ƒqDWxN|g|D]@}t |ƒtk r®t dƒ‚|jƒsÂtd|ƒ‚t |ƒr–td|ƒ‚q–Wtƒ}xJ|D]B}|j dƒoø| �rtd|ƒ‚||k�rtd |ƒ‚|j |ƒqæWtj|t|ƒt|ƒtt|ƒƒjd d ƒd d…d jdd„|Dƒƒdjdd„t|ƒDƒƒd�}td|d�} t|| ƒ| |} || _|�r¼t| jƒ|dk�rúytjd ƒjjddƒ}Wnttfk �røYnX|dk �r || _| S)aCReturns a new subclass of tuple with named fields. >>> Point = namedtuple('Point', ['x', 'y']) >>> Point.__doc__ # docstring for the new class 'Point(x, y)' >>> p = Point(11, y=22) # instantiate with positional args or keywords >>> p[0] + p[1] # indexable like a plain tuple 33 >>> x, y = p # unpack like a regular tuple >>> x, y (11, 22) >>> p.x + p.y # fields also accessible by name 33 >>> d = p._asdict() # convert to a dictionary >>> d['x'] 11 >>> Point(**d) # convert from a dictionary Point(x=11, y=22) >>> p._replace(x=100) # _replace() is like str.replace() but targets named fields Point(x=100, y=22) ú,ú Ú_z_%dz*Type names and field names must be stringsz8Type names and field names must be valid identifiers: %rz2Type names and field names cannot be a keyword: %rz/Field names cannot start with an underscore: %rz$Encountered duplicate field name: %rú'Úr&z, css|]}tj|d�VqdS))ÚnameN)Ú_repr_templateÚformat)Ú.0rqrrrú ¤sznamedtuple..Ú css |]\}}tj||d�VqdS))ÚindexrqN)Ú_field_templaters)rtrwrqrrrru¦s)ÚtypenameÚ field_namesÚ num_fieldsÚarg_listÚrepr_fmtÚ field_defsz namedtuple_%s)rNrÚ__main__éÿÿÿÿ)r\ÚstrÚreplaceÚsplitrRr_ÚsetÚ enumerateÚ isidentifierÚ _iskeywordÚ startswithÚaddÚtyper'Ú ValueErrorÚ_class_templatersÚtupler(ÚreprÚjoinr>ÚexecÚ_sourceÚprintrDÚ _getframeÚ f_globalsÚgetr*r) ryrzrirjrkÚseenrwrqÚclass_definitionÚ namespacerOrrrresj               cCs*|j}x|D]}||dƒd||<q WdS)z!Tally elements from the iterable.r r&N)r•)ÚmappingrZZ mapping_getÚelemrrrÚ_count_elementsÇs r›)r›csØeZdZdZ‡fdd„Zdd„Zd/dd„Zd d „Zed0d d „ƒZ ‡fd d„Z dd„Z dd„Z dd„Z ‡fdd„Zdd„Zdd„Zdd„Zdd„Zdd „Zd!d"„Zd#d$„Zd%d&„Zd'd(„Zd)d*„Zd+d,„Zd-d.„Z‡ZS)1raŸDict subclass for counting hashable items. Sometimes called a bag or multiset. Elements are stored as dictionary keys and their counts are stored as dictionary values. >>> c = Counter('abcdeabcdabcaba') # count elements from a string >>> c.most_common(3) # three most common elements [('a', 5), ('b', 4), ('c', 3)] >>> sorted(c) # list all unique elements ['a', 'b', 'c', 'd', 'e'] >>> ''.join(sorted(c.elements())) # list elements with repetitions 'aaaaabbbbcccdde' >>> sum(c.values()) # total of all counts 15 >>> c['a'] # count of letter 'a' 5 >>> for elem in 'shazam': # update counts from an iterable ... c[elem] += 1 # by adding 1 to each element's count >>> c['a'] # now there are seven 'a' 7 >>> del c['b'] # remove all 'b' >>> c['b'] # now there are zero 'b' 0 >>> d = Counter('simsalabim') # make another counter >>> c.update(d) # add in the second counter >>> c['a'] # now there are nine 'a' 9 >>> c.clear() # empty the counter >>> c Counter() Note: If a count is set to zero or reduced to zero, it will remain in the counter until the entry is deleted or the counter is cleared: >>> c = Counter('aaabbc') >>> c['b'] -= 2 # reduce the count of 'b' by two >>> c.most_common() # 'b' is still in, but its count is zero [('a', 3), ('c', 1), ('b', 0)] csN|s tdƒ‚|^}}t|ƒdkr0tdt|ƒƒ‚tt|ƒjƒ|j||ŽdS)a Create a new, empty Counter object. And if given, count elements from an input iterable. Or, initialize the count from another mapping of elements to their counts. >>> c = Counter() # a new, empty counter >>> c = Counter('gallahad') # a new counter from an iterable >>> c = Counter({'a': 4, 'b': 2}) # a new counter from a mapping >>> c = Counter(a=4, b=2) # a new counter from keyword args z;descriptor '__init__' of 'Counter' object needs an argumentr&z$expected at most 1 arguments, got %dN)r'r(Úsuperrr2rd)r/r0r)rQrrr2s  zCounter.__init__cCsdS)z1The count of elements not in the Counter is zero.r r)rrrrrÚ __missing__szCounter.__missing__NcCs6|dkrt|jƒtdƒdd�Stj||jƒtdƒd�S)zðList 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)] Nr&T)rÚreverse)r)ÚsortedrKÚ _itemgetterÚ_heapqÚnlargest)rrGrrrÚ most_commons zCounter.most_commoncCstjtt|jƒƒƒS)a�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. )Ú_chainÚ from_iterableÚ_starmapÚ_repeatrK)rrrrÚelements+szCounter.elementscCs tdƒ‚dS)Nz@Counter.fromkeys() is undefined. Use Counter(iterable) instead.)ÚNotImplementedError)rYrZÚvrrrr[CszCounter.fromkeyscs´|s tdƒ‚|^}}t|ƒdkr0tdt|ƒƒ‚|r<|dnd}|dk r¢t|tƒr˜|r†|j}x8|jƒD]\}}|||dƒ||<qfWq¢tt|ƒj|ƒn t ||ƒ|r°|j|ƒdS)aÉLike 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 z9descriptor 'update' of 'Counter' object needs an argumentr&z$expected at most 1 arguments, got %dr N) r'r(r\ÚMappingr•rKrœrrdr›)r/r0rrZÚself_getršÚcount)rQrrrdJs    zCounter.updatecOs´|s tdƒ‚|^}}t|ƒdkr0tdt|ƒƒ‚|r<|dnd}|dk r¢|j}t|tƒr‚xH|jƒD]\}}||dƒ|||<qbWn x|D]}||dƒd||<qˆW|r°|j|ƒdS)a·Like dict.update() but subtracts counts instead of replacing them. Counts can be reduced below zero. Both the inputs and outputs are allowed to contain zero and negative counts. Source can be an iterable, a dictionary, or another Counter instance. >>> c = Counter('which') >>> c.subtract('witch') # subtract elements from another iterable >>> c.subtract(Counter('watch')) # subtract elements from another counter >>> c['h'] # 2 in which, minus 1 in witch, minus 1 in watch 0 >>> c['w'] # 1 in which, minus 1 in witch, minus 1 in watch -1 z;descriptor 'subtract' of 'Counter' object needs an argumentr&z$expected at most 1 arguments, got %dr N)r'r(r•r\r«rKÚsubtract)r/r0rrZr¬ršr­rrrr®rs   zCounter.subtractcCs |j|ƒS)zReturn a shallow copy.)rQ)rrrrrU”sz Counter.copycCs|jt|ƒffS)N)rQr>)rrrrrX˜szCounter.__reduce__cs||krtƒj|ƒdS)zGLike dict.__delitem__() but does not raise KeyError for missing values.N)rœr:)rrš)rQrrr:›szCounter.__delitem__c Cs`|sd|jjSy&djtdj|jƒƒƒ}d|jj|fStk rZdj|jjt|ƒƒSXdS)Nz%s()z, z%r: %rz%s({%s})z {0}({1!r})) rQrr�r_Ú__mod__r£r'rsr>)rrKrrrrS s zCounter.__repr__cCsxt|tƒstStƒ}x0|jƒD]$\}}|||}|dkr|||<qWx,|jƒD] \}}||krP|dkrP|||<qPW|S)zAdd counts from two counters. >>> Counter('abbb') + Counter('bcc') Counter({'b': 4, 'c': 2, 'a': 1}) r )r\rÚNotImplementedrK)rrarOršr­ÚnewcountrrrÚ__add__³s    zCounter.__add__cCs|t|tƒstStƒ}x0|jƒD]$\}}|||}|dkr|||<qWx0|jƒD]$\}}||krP|dkrPd|||<qPW|S)z˜ Subtract count, but keep only results with positive counts. >>> Counter('abbbc') - Counter('bccd') Counter({'b': 2, 'a': 1}) r )r\rr°rK)rrarOršr­r±rrrÚ__sub__Æs   zCounter.__sub__cCs„t|tƒstStƒ}x<|jƒD]0\}}||}||kr:|n|}|dkr|||<qWx,|jƒD] \}}||kr\|dkr\|||<q\W|S)z Union is the maximum of value in either of the input counters. >>> Counter('abbb') | Counter('bcc') Counter({'b': 3, 'c': 2, 'a': 1}) r )r\rr°rK)rrarOršr­Ú other_countr±rrrÚ__or__Ùs   zCounter.__or__cCsVt|tƒstStƒ}x<|jƒD]0\}}||}||kr:|n|}|dkr|||<qW|S)z‡ Intersection is the minimum of corresponding counts. >>> Counter('abbb') & Counter('bcc') Counter({'b': 1}) r )r\rr°rK)rrarOršr­r´r±rrrÚ__and__ís  zCounter.__and__cCs0tƒ}x$|jƒD]\}}|dkr|||<qW|S)zEAdds an empty counter, effectively stripping negative and zero countsr )rrK)rrOršr­rrrÚ__pos__þs  zCounter.__pos__cCs4tƒ}x(|jƒD]\}}|dkrd|||<qW|S)z{Subtracts from an empty counter. Strips positive and zero counts, and flips the sign on negative counts. r )rrK)rrOršr­rrrÚ__neg__s zCounter.__neg__cCs*dd„|jƒDƒ}x|D] }||=qW|S)z?Internal method to strip elements with a negative or zero countcSsg|]\}}|dks|‘qS)r r)rtršr­rrrú sz*Counter._keep_positive..)rK)rÚ nonpositiveršrrrÚ_keep_positives  zCounter._keep_positivecCs.x$|jƒD]\}}|||7<q W|jƒS)zÂInplace add from another counter, keeping only positive counts. >>> c = Counter('abbb') >>> c += Counter('bcc') >>> c Counter({'b': 4, 'c': 2, 'a': 1}) )rKr»)rraršr­rrrÚ__iadd__s zCounter.__iadd__cCs.x$|jƒD]\}}|||8<q W|jƒS)zÂInplace subtract counter, but keep only results with positive counts. >>> c = Counter('abbbc') >>> c -= Counter('bccd') >>> c Counter({'b': 2, 'a': 1}) )rKr»)rraršr­rrrÚ__isub__%s zCounter.__isub__cCs6x,|jƒD] \}}||}||kr |||<q W|jƒS)z½Inplace union is the maximum of value from either counter. >>> c = Counter('abbb') >>> c |= Counter('bcc') >>> c Counter({'b': 3, 'c': 2, 'a': 1}) )rKr»)rraršr´r­rrrÚ__ior__2s  zCounter.__ior__cCs6x,|jƒD] \}}||}||kr |||<q W|jƒS)z¯Inplace intersection is the minimum of corresponding counts. >>> c = Counter('abbb') >>> c &= Counter('bcc') >>> c Counter({'b': 1}) )rKr»)rraršr­r´rrrÚ__iand__As  zCounter.__iand__)N)N)rrrrbr2r�r£r¨rhr[rdr®rUrXr:rSr²r³rµr¶r·r¸r»r¼r½r¾r¿Ú __classcell__rr)rQrrÒs0+    ("    c@s¶eZdZdZdd„Zdd„Zdd„Zd'd d „Zd d „Zd d„Z dd„Z dd„Z e ƒdd„ƒZ edd„ƒZdd„ZeZd(dd„Zedd„ƒZdd„Zdd „Zd!d"„Zd#d$„Zd%d&„ZdS))r a¸ 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 be 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. cGst|ƒp ig|_dS)z�Initialize a ChainMap by setting *maps* to the given mappings. If no mappings are provided, a single empty dictionary is used. 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