data.py
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import operator, functools
from collections import Counter
def hashable (cls) :
def __hash__ (self) :
if not hasattr(self, "_hash") :
self._hash = functools.reduce(operator.xor,
(hash(i) for i in self._hash_items()),
hash(cls.__name__))
return self._hash
cls.__hash__ = __hash__
def unhash (self) :
if hasattr(self, "_hash") :
delattr(self, "_hash")
cls.unhash = unhash
return cls
def mutation (old, name=None) :
@functools.wraps(old, assigned=("__name__", "__doc__"))
def new (self, *l, **k) :
if hasattr(self, "_hash") :
raise ValueError("hashed %s object is not mutable"
% self.__class__.__name__)
return old(self, *l, **k)
return new
@hashable
class hdict (dict) :
def _hash_items (self) :
return self.items()
__delitem__ = mutation(dict.__delitem__)
__setitem__ = mutation(dict.__setitem__)
clear = mutation(dict.clear)
pop = mutation(dict.pop)
popitem = mutation(dict.popitem)
setdefault = mutation(dict.setdefault)
update = mutation(dict.update)
def copy (self) :
return self.__class__(self)
class record (object) :
def __init__ (self, content={}, **attrs) :
content = dict(content, **attrs)
self.__dict__["_fields"] = set(content)
self.__dict__.update(content)
def __setattr__ (self, name, value) :
self.__dict__[name] = value
self._fields.add(name)
def asdict (self) :
return {name : getattr(self, name) for name in self._fields}
def copy (self) :
return self.__class__(self.asdict())
def __add__ (self, other) :
return self.__class__(self.asdict(), **other.asdict())
def iterate (value) :
"""Like Python's builtin `iter` but consider strings as atomic.
>>> list(iter([1, 2, 3]))
[1, 2, 3]
>>> list(iterate([1, 2, 3]))
[1, 2, 3]
>>> list(iter('foo'))
['f', 'o', 'o']
>>> list(iterate('foo'))
['foo']
@param value: any object
@type value: `object`
@return: an iterator on the elements of `value` if is is iterable
and is not string, an iterator on the sole `value` otherwise
@rtype: `generator`
"""
if isinstance(value, (str, bytes)) :
return iter([value])
else :
try :
return iter(value)
except TypeError :
return iter([value])
def flatten (value) :
"""Flatten a nest of lists and tuples.
Like `iterate`, `flattent` does not decompose strings.
>>> list(flatten([1, [2, 3, (4, 5)], 6]))
[1, 2, 3, 4, 5, 6]
>>> list(flatten('hello'))
['hello']
>>> list(flatten(['hello', ['world'], [], []]))
['hello', 'world']
@param value: any object
@type value: `object`
@return: a 'flat' iterator on the elements of `value` and its
nested iterable objects (except strings)
@rtype: `generator`
"""
if isinstance(value, (str, bytes)) :
yield value
else :
try :
for item in value :
for child in flatten(item) :
yield child
except TypeError :
yield value
@hashable
class mset (Counter) :
def _hash_items (self) :
return self.items()
__delitem__ = mutation(Counter.__delitem__)
__setitem__ = mutation(Counter.__setitem__)
clear = mutation(Counter.clear)
pop = mutation(Counter.pop)
popitem = mutation(Counter.popitem)
setdefault = mutation(Counter.setdefault)
update = mutation(Counter.update)
def __call__ (self, value) :
return Counter.__getitem__(self, value)
def __getitem__ (self, value) :
if value in self :
return Counter.__getitem__(self, value)
else :
raise KeyError(value)
def __sub__ (self, other) :
"""
>>> mset('abcd') - mset('ab') == mset('cd')
True
>>> mset('aabbcd') - mset('ab') == mset('abcd')
True
>>> mset('abcd') - mset('abcd') == mset('')
True
>>> mset('abc') - mset('abcd')
Traceback (most recent call last):
...
ValueError: not enough occurrences
"""
new = self.__class__()
for key in set(self) | set(other) :
count = self(key) - other(key)
if count > 0:
new[key] = count
elif count < 0 :
raise ValueError("not enough occurrences")
return new
def __truediv__ (self, other) :
"""
>>> mset('abcd') / mset('ab') == mset('cd')
True
>>> mset('aabbcd') / mset('ab') == mset('abcd')
True
>>> mset('abcd') / mset('abcd') == mset('')
True
>>> mset('abc') / mset('abcdef') == mset('')
True
"""
new = self.__class__()
for key in set(self) | set(other) :
count = self(key) - other(key)
if count > 0:
new[key] = count
return new
def __add__ (self, other) :
"""
>>> mset('abcd') + mset('ab') == mset('ab' + 'abcd')
True
"""
new = self.__class__()
for key in set(self) | set(other) :
new[key] = self(key) + other(key)
return new
@mutation
def discard (self, other) :
if not isinstance(other, mset) :
other = mset(other)
for key, count in list(self.pairs()) :
rem = other(key)
if rem >= count :
del self[key]
else :
self[key] -= rem
def __str__ (self) :
elt = []
for val, num in Counter.items(self) :
if num == 1 :
elt.append(repr(val))
else :
elt.append("%r:%s" % (val, num))
return "{%s}" % ", ".join(elt)
@mutation
def __setitem__ (self, key, value) :
if value < 0 :
raise ValueError("negative count forbidden")
elif value == 0 :
if key in self :
del self[key]
else :
Counter.__setitem__(self, key, value)
@mutation
def add (self, values, times=1) :
self.update(list(iterate(values)) * times)
@mutation
def __iadd__ (self, values) :
self.add(values)
return self
@mutation
def sub (self, values, times=1) :
self.subtract(list(iterate(values)) * times)
@mutation
def __isub__ (self, values) :
self.sub(values)
return self
@mutation
def remove (self, values, times=1) :
new = self - self.__class__(list(iterate(values)) * times)
self.clear()
self.update(new)
def __iter__ (self) :
for key, val in Counter.items(self) :
for i in range(val) :
yield key
def items (self) :
return self.__iter__()
def domain (self) :
return set(self.keys())
def pairs (self) :
return Counter.items(self)
def __len__ (self) :
return sum(self.values(), 0)
def size (self) :
return Counter.__len__(self)
def __mul__ (self, num) :
"""Multiplication by a non-negative integer.
>>> mset('abc') * 3 == mset('abc' * 3)
True
>>> mset('abc') * 0 == mset()
True
"""
if num == 0 :
return self.__class__()
new = self.copy()
new.__imul__(num)
return new
@mutation
def __imul__ (self, num) :
"""In-place multiplication by a non-negative integer.
>>> m = mset('abc')
>>> m *= 3
>>> m == mset('abc' * 3)
True
>>> m *= 0
>>> m == mset()
True
"""
if num == 0 :
self.clear()
else :
for key, val in Counter.items(self) :
self[key] = val * num
return self
def __and__ (self, other) :
return self.__class__({key : min(self[key], other[key])
for key in set(self) & set(other)})
def __le__ (self, other) :
"""Test for inclusion.
>>> mset([1, 2, 3]) <= mset([1, 2, 3, 4])
True
>>> mset([1, 2, 3]) <= mset([1, 2, 3, 3])
True
>>> mset([1, 2, 3]) <= mset([1, 2, 3])
True
>>> mset([1, 2, 3]) <= mset([1, 2])
False
>>> mset([1, 2, 2]) <= mset([1, 2, 3, 4])
False
"""
return all(self(k) <= other(k) for k in self.keys())
def __lt__ (self, other) :
"""Test for strict inclusion. A multiset `A` is strictly
included in a multiset `B` iff every element in `A` is also in
`B` but less repetitions `A` than in `B`.
>>> mset([1, 2, 3]) < mset([1, 2, 3, 4])
True
>>> mset([1, 2, 3]) < mset([1, 2, 3, 3])
True
>>> mset([1, 2, 3]) < mset([1, 2, 3])
False
>>> mset([1, 2, 3]) < mset([1, 2])
False
>>> mset([1, 2, 2]) < mset([1, 2, 3, 4])
False
"""
return (self != other) and (self <= other)
def __ge__ (self, other) :
"""Test for inclusion.
>>> mset([1, 2, 3, 4]) >= mset([1, 2, 3])
True
>>> mset([1, 2, 3, 3]) >= mset([1, 2, 3])
True
>>> mset([1, 2, 3]) >= mset([1, 2, 3])
True
>>> mset([1, 2]) >= mset([1, 2, 3])
False
>>> mset([1, 2, 3, 4]) >= mset([1, 2, 2])
False
"""
return all(self(k) >= other(k) for k in other.keys())
def __gt__ (self, other) :
"""Test for strict inclusion.
>>> mset([1, 2, 3, 4]) > mset([1, 2, 3])
True
>>> mset([1, 2, 3, 3]) > mset([1, 2, 3])
True
>>> mset([1, 2, 3]) > mset([1, 2, 3])
False
>>> mset([1, 2]) > mset([1, 2, 3])
False
>>> mset([1, 2, 3, 4]) > mset([1, 2, 2])
False
"""
return (self != other) and (self >= other)
class WordSet (set) :
"""A set of words being able to generate fresh words.
"""
def copy (self) :
return self.__class__(self)
def fresh (self, min=1, base="", add=True,
allowed="abcdefghijklmnopqrstuvwxyz") :
"""Create a fresh word (ie, which is not in the set).
>>> w = WordSet(['foo', 'bar'])
>>> list(sorted(w))
['bar', 'foo']
>>> w.fresh(3)
'aaa'
>>> list(sorted(w))
['aaa', 'bar', 'foo']
>>> w.fresh(3)
'baa'
>>> w.fresh(base='foo')
'fooa'
>>> list(sorted(w))
['aaa', 'baa', 'bar', 'foo', 'fooa']
@param min: minimal length of the new word
@type min: `int`
@param allowed: characters allowed in the new word
@type allowed: `str`
@param add: add the created word to the set if `add=True`
@type add: `bool`
@param base: prefix of generated words
@type base: `str`
"""
if base :
result = [base] + [allowed[0]] * max(0, min - len(base))
if base in self :
result.append(allowed[0])
pos = len(result) - 1
elif len(base) < min :
pos = 1
else :
pos = 0
else :
result = [allowed[0]] * min
pos = 0
while "".join(result) in self :
for c in allowed :
try :
result[pos] = c
except IndexError :
result.append(c)
if "".join(result) not in self :
break
pos += 1
if add :
self.add("".join(result))
return "".join(result)
class nest (tuple) :
def __new__ (cls, content) :
return tuple.__new__(cls, [cls(c) if isinstance(c, tuple) else c
for c in content])
def walk (self, *others) :
for i, (first, *z) in enumerate(zip(self, *others)) :
if isinstance(first, self.__class__) :
for p, t in first.walk(*z) :
yield [i] + p, t
else :
yield [i], [first] + z
def fold (self, items, cls=None) :
if cls is None :
cls = self.__class__
slots = [None] * len(self)
for path, obj in items :
if len(path) == 1 :
slots[path[0]] = obj
elif slots[path[0]] is None :
slots[path[0]] = [(path[1:], obj)]
else :
slots[path[0]].append((path[1:], obj))
return cls(c.fold(s, cls) if isinstance(c, self.__class__) else s
for c, s in zip(self, slots))
def map (self, fun, cls=None) :
if cls is None :
cls = self.__class__
return cls(c.map(fun, cls) if isinstance(c, self.__class__) else fun(c)
for c in self)