py/pairheap: Add generic implementation of pairing heap data structure.

This commit is contained in:
Damien George 2020-01-13 17:10:41 +11:00
parent 599371b133
commit fe203bb3e2
3 changed files with 230 additions and 0 deletions

139
py/pairheap.c Normal file
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/*
* This file is part of the MicroPython project, http://micropython.org/
*
* The MIT License (MIT)
*
* Copyright (c) 2020 Damien P. George
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#include "py/pairheap.h"
// The mp_pairheap_t.next pointer can take one of the following values:
// - NULL: the node is the top of the heap
// - LSB set: the node is the last of the children and points to its parent node
// - other: the node is a child and not the last child
// The macros below help manage this pointer.
#define NEXT_MAKE_RIGHTMOST_PARENT(parent) ((void*)((uintptr_t)(parent) | 1))
#define NEXT_IS_RIGHTMOST_PARENT(next) ((uintptr_t)(next) & 1)
#define NEXT_GET_RIGHTMOST_PARENT(next) ((void*)((uintptr_t)(next) & ~1))
// O(1), stable
mp_pairheap_t *mp_pairheap_meld(mp_pairheap_lt_t lt, mp_pairheap_t *heap1, mp_pairheap_t *heap2) {
if (heap1 == NULL) {
return heap2;
}
if (heap2 == NULL) {
return heap1;
}
if (lt(heap1, heap2)) {
if (heap1->child == NULL) {
heap1->child = heap2;
} else {
heap1->child_last->next = heap2;
}
heap1->child_last = heap2;
heap2->next = NEXT_MAKE_RIGHTMOST_PARENT(heap1);
return heap1;
} else {
heap1->next = heap2->child;
heap2->child = heap1;
if (heap1->next == NULL) {
heap2->child_last = heap1;
heap1->next = NEXT_MAKE_RIGHTMOST_PARENT(heap2);
}
return heap2;
}
}
// amortised O(log N), stable
mp_pairheap_t *mp_pairheap_pairing(mp_pairheap_lt_t lt, mp_pairheap_t *child) {
if (child == NULL) {
return NULL;
}
mp_pairheap_t *heap = NULL;
while (!NEXT_IS_RIGHTMOST_PARENT(child)) {
mp_pairheap_t *n1 = child;
child = child->next;
if (!NEXT_IS_RIGHTMOST_PARENT(child)) {
mp_pairheap_t *n2 = child;
child = child->next;
n1 = mp_pairheap_meld(lt, n1, n2);
}
heap = mp_pairheap_meld(lt, heap, n1);
}
heap->next = NULL;
return heap;
}
// amortised O(log N), stable
mp_pairheap_t *mp_pairheap_delete(mp_pairheap_lt_t lt, mp_pairheap_t *heap, mp_pairheap_t *node) {
// Simple case of the top being the node to delete
if (node == heap) {
return mp_pairheap_pairing(lt, heap->child);
}
// Case where node is not in the heap
if (node->next == NULL) {
return heap;
}
// Find parent of node
mp_pairheap_t *parent = node;
while (!NEXT_IS_RIGHTMOST_PARENT(parent->next)) {
parent = parent->next;
}
parent = NEXT_GET_RIGHTMOST_PARENT(parent->next);
// Replace node with pairing of its children
mp_pairheap_t *next;
if (node == parent->child && node->child == NULL) {
if (NEXT_IS_RIGHTMOST_PARENT(node->next)) {
parent->child = NULL;
} else {
parent->child = node->next;
}
node->next = NULL;
return heap;
} else if (node == parent->child) {
next = node->next;
node->next = NULL;
node = mp_pairheap_pairing(lt, node->child);
parent->child = node;
} else {
mp_pairheap_t *n = parent->child;
while (node != n->next) {
n = n->next;
}
next = node->next;
node->next = NULL;
node = mp_pairheap_pairing(lt, node->child);
if (node == NULL) {
node = n;
} else {
n->next = node;
}
}
node->next = next;
if (NEXT_IS_RIGHTMOST_PARENT(next)) {
parent->child_last = node;
}
return heap;
}

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py/pairheap.h Normal file
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/*
* This file is part of the MicroPython project, http://micropython.org/
*
* The MIT License (MIT)
*
* Copyright (c) 2020 Damien P. George
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#ifndef MICROPY_INCLUDED_PY_PAIRHEAP_H
#define MICROPY_INCLUDED_PY_PAIRHEAP_H
// This is an implementation of a pairing heap. It is stable and has deletion
// support. Only the less-than operation needs to be defined on elements.
//
// See original paper for details:
// Michael L. Fredman, Robert Sedjewick, Daniel D. Sleator, and Robert E. Tarjan.
// The Pairing Heap: A New Form of Self-Adjusting Heap.
// Algorithmica 1:111-129, 1986.
// https://www.cs.cmu.edu/~sleator/papers/pairing-heaps.pdf
#include "py/obj.h"
// This struct forms the nodes of the heap and is intended to be extended, by
// placing it first in another struct, to include additional information for the
// element stored in the heap. It includes "base" so it can be a MicroPython
// object allocated on the heap and the GC can automatically trace all nodes by
// following the tree structure.
typedef struct _mp_pairheap_t {
mp_obj_base_t base;
struct _mp_pairheap_t *child;
struct _mp_pairheap_t *child_last;
struct _mp_pairheap_t *next;
} mp_pairheap_t;
// This is the function for the less-than operation on nodes/elements.
typedef int (*mp_pairheap_lt_t)(mp_pairheap_t*, mp_pairheap_t*);
// Core functions.
mp_pairheap_t *mp_pairheap_meld(mp_pairheap_lt_t lt, mp_pairheap_t *heap1, mp_pairheap_t *heap2);
mp_pairheap_t *mp_pairheap_pairing(mp_pairheap_lt_t lt, mp_pairheap_t *child);
mp_pairheap_t *mp_pairheap_delete(mp_pairheap_lt_t lt, mp_pairheap_t *heap, mp_pairheap_t *node);
// Create a new heap.
static inline mp_pairheap_t *mp_pairheap_new(mp_pairheap_lt_t lt) {
(void)lt;
return NULL;
}
// Test if the heap is empty.
static inline bool mp_pairheap_is_empty(mp_pairheap_lt_t lt, mp_pairheap_t *heap) {
(void)lt;
return heap == NULL;
}
// Peek at the top of the heap. Will return NULL if empty.
static inline mp_pairheap_t *mp_pairheap_peek(mp_pairheap_lt_t lt, mp_pairheap_t *heap) {
(void)lt;
return heap;
}
// Push new node onto existing heap. Returns the new heap.
static inline mp_pairheap_t *mp_pairheap_push(mp_pairheap_lt_t lt, mp_pairheap_t *heap, mp_pairheap_t *node) {
node->child = NULL;
node->next = NULL;
return mp_pairheap_meld(lt, node, heap); // node is first to be stable
}
// Pop the top off the heap, which must not be empty. Returns the new heap.
static inline mp_pairheap_t *mp_pairheap_pop(mp_pairheap_lt_t lt, mp_pairheap_t *heap) {
return mp_pairheap_pairing(lt, heap->child);
}
#endif // MICROPY_INCLUDED_PY_PAIRHEAP_H

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@ -94,6 +94,7 @@ PY_CORE_O_BASENAME = $(addprefix py/,\
runtime_utils.o \
scheduler.o \
nativeglue.o \
pairheap.o \
ringbuf.o \
stackctrl.o \
argcheck.o \