cp-library

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View the Project on GitHub kobejean/cp-library

:heavy_check_mark: cp_library/ds/heap/min_heap_cls.py

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Code

import cp_library.__header__
from typing import Iterable
from cp_library.misc.typing import _T
import cp_library.ds.__header__
import cp_library.ds.heap.__header__
from cp_library.ds.heap.fast_heapq import heapify, heappop, heappush, heappushpop, heapreplace
from cp_library.ds.heap.heap_proto import HeapProtocol

class MinHeap(HeapProtocol[_T]):
    def __init__(self, iterable: Iterable = None): self.data = list(iterable) if iterable else []; heapify(self.data)
    def pop(self): return heappop(self.data)
    def push(self, item: _T): heappush(self.data, item)
    def pushpop(self, item: _T): return heappushpop(self.data, item)
    def replace(self, item: _T): return heapreplace(self.data, item)
'''
╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸
             https://kobejean.github.io/cp-library               
'''
from typing import Iterable
from typing import TypeVar
_S = TypeVar('S')
_T = TypeVar('T')
_U = TypeVar('U')



def heappush(heap: list, item):
    heap.append(item)
    heapsiftdown(heap, 0, len(heap)-1)

def heappop(heap: list):
    item = heap.pop()
    if heap: item, heap[0] = heap[0], item; heapsiftup(heap, 0)
    return item

def heapreplace(heap: list, item):
    item, heap[0] = heap[0], item; heapsiftup(heap, 0)
    return item

def heappushpop(heap: list, item):
    if heap and heap[0] < item: item, heap[0] = heap[0], item; heapsiftup(heap, 0)
    return item

def heapify(x: list):
    for i in reversed(range(len(x)//2)): heapsiftup(x, i)

def heapsiftdown(heap: list, root: int, pos: int):
    item = heap[pos]
    while root < pos and item < heap[p := (pos-1)>>1]: heap[pos], pos = heap[p], p
    heap[pos] = item

def heapsiftup(heap: list, pos: int):
    n, item, c = len(heap)-1, heap[pos], pos<<1|1
    while c < n and heap[c := c+(heap[c+1]<heap[c])] < item: heap[pos], pos, c = heap[c], c, c<<1|1
    if c == n and heap[c] < item: heap[pos], pos = heap[c], c
    heap[pos] = item

def heappop_max(heap: list):
    item = heap.pop()
    if heap: item, heap[0] = heap[0], item; heapsiftup_max(heap, 0)
    return item

def heapreplace_max(heap: list, item):
    item, heap[0] = heap[0], item; heapsiftup_max(heap, 0)
    return item

def heapify_max(x: list):
    for i in reversed(range(len(x)//2)): heapsiftup_max(x, i)

def heappush_max(heap: list, item):
    heap.append(item); heapsiftdown_max(heap, 0, len(heap)-1)

def heapreplace_max(heap: list, item):
    item, heap[0] = heap[0], item; heapsiftup_max(heap, 0)
    return item

def heappushpop_max(heap: list, item):
    if heap and heap[0] > item: item, heap[0] = heap[0], item; heapsiftup_max(heap, 0)
    return item

def heapsiftdown_max(heap: list, root: int, pos: int):
    item = heap[pos]
    while root < pos and heap[p := (pos-1)>>1] < item: heap[pos], pos = heap[p], p
    heap[pos] = item

def heapsiftup_max(heap: list, pos: int):
    n, item, c = len(heap)-1, heap[pos], pos<<1|1
    while c < n and item < heap[c := c+(heap[c]<heap[c+1])]: heap[pos], pos, c = heap[c], c, c<<1|1
    if c == n and item < heap[c]: heap[pos], pos = heap[c], c
    heap[pos] = item
from typing import Generic

class HeapProtocol(Generic[_T]):
    def peek(heap) -> _T: return heap.data[0]
    def pop(heap) -> _T: ...
    def push(heap, item: _T): ...
    def pushpop(heap, item: _T) -> _T: ...
    def replace(heap, item: _T) -> _T: ...
    def __contains__(heap, item: _T): return item in heap.data
    def __len__(heap): return len(heap.data)
    def clear(heap): heap.data.clear()

class MinHeap(HeapProtocol[_T]):
    def __init__(self, iterable: Iterable = None): self.data = list(iterable) if iterable else []; heapify(self.data)
    def pop(self): return heappop(self.data)
    def push(self, item: _T): heappush(self.data, item)
    def pushpop(self, item: _T): return heappushpop(self.data, item)
    def replace(self, item: _T): return heapreplace(self.data, item)
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