class SortedPriorityQueue(PriorityQueueBase):
"""A min-oriented priority queue implemented with a sorted list."""
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __len__(self):
"""Return the number of items in the priority queue."""
return len(self._data)
def add(self, key, value): # O(n)
"""Add a key-value pair."""
newest = self._Item(key, value)
walk = self._data.last()
while walk is not None and newest < walk.element():
walk = self._data.before(walk)
if walk is None:
self._data.add_first(newest)
else:
self._data.add_after(walk, newest)
def min(self): # O(1)
"""Return but don't remove (k, v) tuple with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
pos = self._data.first()
item = pos.element()
return (item._key, item._value)
def remove_min(self): # O(1)
"""Remove and return (k, v) tuple with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
item = self._data.delete(self._data.first())
return (item._key, item._value)
def top(self, k):
"""Generate sequence of top k elements in terms of access count."""
k = min(k, len(self))
temp = PositionalList()
for item in self._data:
temp.add_last(item)
for _ in range(k):
highPos = temp.first()
walk = temp.after(highPos)
while walk is not None:
if walk.element()._count > highPos.element()._count:
highPos = walk
walk = temp.after(walk)
yield highPos.element()._value
temp.delete(highPos)
def top(self, k):
"""Generate sequence of top k elements in terms of access count."""
k = min(k, len(self))
temp = PositionalList()
for item in self._data:
temp.add_last(item)
for _ in range(k):
highPos = temp.first()
walk = temp.after(highPos)
while walk is not None:
if walk.element()._count > highPos.element()._count:
highPos = walk
walk = temp.after(walk)
yield highPos.element()._value
temp.delete(highPos)
class UnsortedPriorityQueue(PriorityQueueBase):
"""A min-oriented priority queue implemented with an unsorted list."""
def _find_min(self): # O(n)
"""Return Position of item with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
small = self._data.first()
walk = self._data.after(small)
while walk is not None:
if walk.element() < small.element():
small = walk
walk = self._data.after(walk)
return small
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __len__(self):
"""Return the number of items in the priority queue."""
return len(self._data)
def add(self, key, value): # O(1)
"""Add a key-value pair."""
self._data.add_last(self._Item(key, value))
def min(self): # O(n)
"""Return but do not remove (k, v) tuple with minimum key."""
pos = self._find_min(self)
item = pos.element()
return (item._key, item._value)
def remove_min(self): # O(n)
"""Remove and return (k, v) tuple with minimum key."""
pos = self._find_min()
item = self._data.delete(pos)
return (item._key, item._value)
class UnsortedPriorityQueue(PriorityQueueBase):
"""A min-oriented priority queue implemented with an unsorted list."""
def _find_min(self): # O(n)
"""Return Position of item with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
small = self._data.first()
walk = self._data.after(small)
while walk is not None:
if walk.element() < small.element():
small = walk
walk = self._data.after(walk)
return small
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __len__(self):
"""Return the number of items in the priority queue."""
return len(self._data)
def add(self, key, value): # O(1)
"""Add a key-value pair."""
self._data.add_last(self._Item(key, value))
def min(self): # O(n)
"""Return but do not remove (k, v) tuple with minimum key."""
pos = self._find_min(self)
item = pos.element()
return (item._key, item._value)
def remove_min(self): # O(n)
"""Remove and return (k, v) tuple with minimum key."""
pos = self._find_min()
item = self._data.delete(pos)
return (item._key, item._value)
class SortedPriorityQueue(PriorityQueueBase):
"""A min-oriented priority queue implemented with a sorted list."""
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __len__(self):
"""Return the number of items in the priority queue."""
return len(self._data)
def add(self, key, value): # O(n)
"""Add a key-value pair."""
newest = self._Item(key, value)
walk = self._data.last()
while walk is not None and newest < walk.element():
walk = self._data.before(walk)
if walk is None:
self._data.add_first(newest)
else:
self._data.add_after(walk, newest)
def min(self): # O(1)
"""Return but don't remove (k, v) tuple with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
pos = self._data.first()
item = pos.element()
return (item._key, item._value)
def remove_min(self): # O(1)
"""Remove and return (k, v) tuple with minimum key."""
if self.is_empty():
raise Empty("Priority queue is empty.")
item = self._data.delete(self._data.first())
return (item._key, item._value)
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __init__(self):
"""Create a new empty Priority Queue."""
self._data = PositionalList()
def __init__(self):
"""Create an empty list of favorites"""
self._data = PositionalList()
class FavoritesList:
"""List of elements ordered from most frequently access to least."""
class _Item:
__slots__ = "_value", "_count"
def __init__(self, elem):
self._value = elem
self._count = 0
# ---------------- Non-public utilities -----------
def _find_position(self, elem):
"""Search for element elem and return its Position (Or None if not
found.)"""
walker = self._data.first()
while walker is not None and walker.element()._value != elem:
walker = self._data.after(walker)
return walker
def _move_up(self, pos):
"""Move item at Position pos earlier in the list based on access
account."""
if pos != self._data.first():
cnt = pos.element()._count
walker = self._data.before(pos)
if cnt > walker.element()._count:
while walker != self._data.first() and \
cnt > self._data.before(walker).element()._count:
walker = self._data.before(walker)
# delete and reinsert
self._data.add_before(walker, self._data.delete(pos))
# -------------- Public methods ---------------------
def __init__(self):
"""Create an empty list of favorites"""
self._data = PositionalList()
def __len__(self):
"""Return number of entries on the favorites list."""
return len(self._data)
def is_empty(self):
"""Return True if the list is empty."""
return len(self._data) == 0
def access(self, elem):
"""Access element elem, thereby increasing its access count."""
pos = self._find_position(elem)
if pos is None: # if new, place at end
pos = self._data.add_last(self._Item(elem))
pos.element()._count += 1 # always increment count
self._move_up(pos) # consider moving forward
def remove(self, elem):
"""Remove element elem from the list of favorites."""
pos = self._find_position(elem)
if pos is not None:
self._data.delete(pos)
def top(self, k):
"""Generate sequence of top k elements in terms of access count."""
# Adjust k to accommodate for several special cases rather than raise
# an exception.
k = min(k, len(self))
walk = self._data.first()
for _ in range(k):
item = walk.element()
yield item._value
walk = self._data.after(walk)
def __init__(self):
"""Create an empty list of favorites"""
self._data = PositionalList()
class FavoritesList:
"""List of elements ordered from most frequently access to least."""
class _Item:
__slots__ = "_value", "_count"
def __init__(self, elem):
self._value = elem
self._count = 0
# ---------------- Non-public utilities -----------
def _find_position(self, elem):
"""Search for element elem and return its Position (Or None if not
found.)"""
walker = self._data.first()
while walker is not None and walker.element()._value != elem:
walker = self._data.after(walker)
return walker
def _move_up(self, pos):
"""Move item at Position pos earlier in the list based on access
account."""
if pos != self._data.first():
cnt = pos.element()._count
walker = self._data.before(pos)
if cnt > walker.element()._count:
while walker != self._data.first() and cnt > self._data.before(walker).element()._count:
walker = self._data.before(walker)
# delete and reinsert
self._data.add_before(walker, self._data.delete(pos))
# -------------- Public methods ---------------------
def __init__(self):
"""Create an empty list of favorites"""
self._data = PositionalList()
def __len__(self):
"""Return number of entries on the favorites list."""
return len(self._data)
def is_empty(self):
"""Return True if the list is empty."""
return len(self._data) == 0
def access(self, elem):
"""Access element elem, thereby increasing its access count."""
pos = self._find_position(elem)
if pos is None: # if new, place at end
pos = self._data.add_last(self._Item(elem))
pos.element()._count += 1 # always increment count
self._move_up(pos) # consider moving forward
def remove(self, elem):
"""Remove element elem from the list of favorites."""
pos = self._find_position(elem)
if pos is not None:
self._data.delete(pos)
def top(self, k):
"""Generate sequence of top k elements in terms of access count."""
# Adjust k to accommodate for several special cases rather than raise
# an exception.
k = min(k, len(self))
walk = self._data.first()
for _ in range(k):
item = walk.element()
yield item._value
walk = self._data.after(walk)