def grow_capacity(self, n):
new_sampler = Sampler(self.max_size + n, self.max_size + n, 1)
for item, count in self.items():
item_id = self.item2id[item]
new_sampler.add(item_id, count)
self.sampler = new_sampler
self.max_size += n
class Multiset(object):
def __init__(self, N):
self.item2id = {}
self.id2item = []
self.item_count = Counter()
self.max_size = N
self.sampler = Sampler(N, N, 1)
self.count = 0
def __contains__(self, item):
return item in self.item2id
def has_all(self, items):
items = Counter(items)
return all(items[x] <= self.item_count[x] for x in items)
def count_missing(self, items):
items = Counter(items)
return {x: items[x] - self.item_count[x]
for x in items
if items[x] - self.item_count[x] > 0}
def __getitem__(self, item):
return self.item_count[item]
def __iter__(self):
for item, c in self.item_count.items():
for i in range(c):
yield item
def items(self):
return self.item_count.items()
def unique(self):
return iter(self.id2item)
def __len__(self):
return self.count
def grow_capacity(self, n):
new_sampler = Sampler(self.max_size + n, self.max_size + n, 1)
for item, count in self.items():
item_id = self.item2id[item]
new_sampler.add(item_id, count)
self.sampler = new_sampler
self.max_size += n
def add(self, item, item_count=1):
assert self.count < self.max_size
if not item in self:
item_id = len(self.id2item)
self.item2id[item] = item_id
self.id2item.append(item)
self.item_count[item] = item_count
self.sampler.add(item_id, item_count)
else:
item_id = self.item2id[item]
c = self.item_count[item]
self.item_count[item] += item_count
self.sampler.remove(item_id, c)
self.sampler.add(item_id, c + item_count)
self.count += item_count
def remove_all(self, item):
#FIXME: make efficient
while item in self:
self.remove(item)
def add_many(self, item, copies):
for i in range(copies):
self.add(item)
def remove(self, item):
assert item in self, item
item_id = self.item2id[item]
c = self.item_count[item]
self.sampler.remove(item_id, c)
if c == 1:
del self.item_count[item]
del self.item2id[item]
# move another item to this id
last_item = self.id2item.pop()
last_item_id = len(self.id2item)
# unless this was the last item
if last_item_id != item_id:
self.id2item[item_id] = last_item
self.item2id[last_item] = item_id
last_item_count = self.item_count[last_item]
self.sampler.remove(last_item_id, last_item_count)
self.sampler.add(item_id, last_item_count)
else:
self.item_count[item] -= 1
self.sampler.add(item_id, c - 1)
self.count -= 1
def sample(self):
assert self.count == self.sampler.total_weight
item_id = self.sampler.sample()
return self.id2item[item_id]
def sample_without_replacement(self, n):
ret = []
while n > 0:
ret.append(self.sample())
n -= 1
if n > 0:
self.remove(ret[-1])
for x in ret[:-1]:
self.add(x)
return ret