You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
255 lines
10 KiB
255 lines
10 KiB
// SPDX-License-Identifier: MIT
|
|
|
|
pragma solidity ^0.8.20;
|
|
|
|
import {Math} from "../math/Math.sol";
|
|
import {SafeCast} from "../math/SafeCast.sol";
|
|
import {Comparators} from "../Comparators.sol";
|
|
import {Arrays} from "../Arrays.sol";
|
|
import {Panic} from "../Panic.sol";
|
|
import {StorageSlot} from "../StorageSlot.sol";
|
|
|
|
/**
|
|
* @dev Library for managing https://en.wikipedia.org/wiki/Binary_heap[binary heap] that can be used as
|
|
* https://en.wikipedia.org/wiki/Priority_queue[priority queue].
|
|
*
|
|
* Heaps are represented as a tree of values where the first element (index 0) is the root, and where the node at
|
|
* index i is the child of the node at index (i-1)/2 and the parent of nodes at index 2*i+1 and 2*i+2. Each node
|
|
* stores an element of the heap.
|
|
*
|
|
* The structure is ordered so that each node is bigger than its parent. An immediate consequence is that the
|
|
* highest priority value is the one at the root. This value can be looked up in constant time (O(1)) at
|
|
* `heap.tree[0]`
|
|
*
|
|
* The structure is designed to perform the following operations with the corresponding complexities:
|
|
*
|
|
* * peek (get the highest priority value): O(1)
|
|
* * insert (insert a value): O(log(n))
|
|
* * pop (remove the highest priority value): O(log(n))
|
|
* * replace (replace the highest priority value with a new value): O(log(n))
|
|
* * length (get the number of elements): O(1)
|
|
* * clear (remove all elements): O(1)
|
|
*
|
|
* IMPORTANT: This library allows for the use of custom comparator functions. Given that manipulating
|
|
* memory can lead to unexpected behavior. Consider verifying that the comparator does not manipulate
|
|
* the Heap's state directly and that it follows the Solidity memory safety rules.
|
|
*
|
|
* _Available since v5.1._
|
|
*/
|
|
library Heap {
|
|
using Arrays for *;
|
|
using Math for *;
|
|
using SafeCast for *;
|
|
|
|
/**
|
|
* @dev Binary heap that supports values of type uint256.
|
|
*
|
|
* Each element of that structure uses one storage slot.
|
|
*/
|
|
struct Uint256Heap {
|
|
uint256[] tree;
|
|
}
|
|
|
|
/**
|
|
* @dev Lookup the root element of the heap.
|
|
*/
|
|
function peek(Uint256Heap storage self) internal view returns (uint256) {
|
|
// self.tree[0] will `ARRAY_ACCESS_OUT_OF_BOUNDS` panic if heap is empty.
|
|
return self.tree[0];
|
|
}
|
|
|
|
/**
|
|
* @dev Remove (and return) the root element for the heap using the default comparator.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function pop(Uint256Heap storage self) internal returns (uint256) {
|
|
return pop(self, Comparators.lt);
|
|
}
|
|
|
|
/**
|
|
* @dev Remove (and return) the root element for the heap using the provided comparator.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function pop(
|
|
Uint256Heap storage self,
|
|
function(uint256, uint256) view returns (bool) comp
|
|
) internal returns (uint256) {
|
|
unchecked {
|
|
uint256 size = length(self);
|
|
if (size == 0) Panic.panic(Panic.EMPTY_ARRAY_POP);
|
|
|
|
// cache
|
|
uint256 rootValue = self.tree.unsafeAccess(0).value;
|
|
uint256 lastValue = self.tree.unsafeAccess(size - 1).value;
|
|
|
|
// swap last leaf with root, shrink tree and re-heapify
|
|
self.tree.pop();
|
|
self.tree.unsafeAccess(0).value = lastValue;
|
|
_siftDown(self, size - 1, 0, lastValue, comp);
|
|
|
|
return rootValue;
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @dev Insert a new element in the heap using the default comparator.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function insert(Uint256Heap storage self, uint256 value) internal {
|
|
insert(self, value, Comparators.lt);
|
|
}
|
|
|
|
/**
|
|
* @dev Insert a new element in the heap using the provided comparator.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function insert(
|
|
Uint256Heap storage self,
|
|
uint256 value,
|
|
function(uint256, uint256) view returns (bool) comp
|
|
) internal {
|
|
uint256 size = length(self);
|
|
|
|
// push new item and re-heapify
|
|
self.tree.push(value);
|
|
_siftUp(self, size, value, comp);
|
|
}
|
|
|
|
/**
|
|
* @dev Return the root element for the heap, and replace it with a new value, using the default comparator.
|
|
* This is equivalent to using {pop} and {insert}, but requires only one rebalancing operation.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function replace(Uint256Heap storage self, uint256 newValue) internal returns (uint256) {
|
|
return replace(self, newValue, Comparators.lt);
|
|
}
|
|
|
|
/**
|
|
* @dev Return the root element for the heap, and replace it with a new value, using the provided comparator.
|
|
* This is equivalent to using {pop} and {insert}, but requires only one rebalancing operation.
|
|
*
|
|
* NOTE: All inserting and removal from a heap should always be done using the same comparator. Mixing comparator
|
|
* during the lifecycle of a heap will result in undefined behavior.
|
|
*/
|
|
function replace(
|
|
Uint256Heap storage self,
|
|
uint256 newValue,
|
|
function(uint256, uint256) view returns (bool) comp
|
|
) internal returns (uint256) {
|
|
uint256 size = length(self);
|
|
if (size == 0) Panic.panic(Panic.EMPTY_ARRAY_POP);
|
|
|
|
// cache
|
|
uint256 oldValue = self.tree.unsafeAccess(0).value;
|
|
|
|
// replace and re-heapify
|
|
self.tree.unsafeAccess(0).value = newValue;
|
|
_siftDown(self, size, 0, newValue, comp);
|
|
|
|
return oldValue;
|
|
}
|
|
|
|
/**
|
|
* @dev Returns the number of elements in the heap.
|
|
*/
|
|
function length(Uint256Heap storage self) internal view returns (uint256) {
|
|
return self.tree.length;
|
|
}
|
|
|
|
/**
|
|
* @dev Removes all elements in the heap.
|
|
*/
|
|
function clear(Uint256Heap storage self) internal {
|
|
self.tree.unsafeSetLength(0);
|
|
}
|
|
|
|
/**
|
|
* @dev Swap node `i` and `j` in the tree.
|
|
*/
|
|
function _swap(Uint256Heap storage self, uint256 i, uint256 j) private {
|
|
StorageSlot.Uint256Slot storage ni = self.tree.unsafeAccess(i);
|
|
StorageSlot.Uint256Slot storage nj = self.tree.unsafeAccess(j);
|
|
(ni.value, nj.value) = (nj.value, ni.value);
|
|
}
|
|
|
|
/**
|
|
* @dev Perform heap maintenance on `self`, starting at `index` (with the `value`), using `comp` as a
|
|
* comparator, and moving toward the leaves of the underlying tree.
|
|
*
|
|
* NOTE: This is a private function that is called in a trusted context with already cached parameters. `size`
|
|
* and `value` could be extracted from `self` and `index`, but that would require redundant storage read. These
|
|
* parameters are not verified. It is the caller role to make sure the parameters are correct.
|
|
*/
|
|
function _siftDown(
|
|
Uint256Heap storage self,
|
|
uint256 size,
|
|
uint256 index,
|
|
uint256 value,
|
|
function(uint256, uint256) view returns (bool) comp
|
|
) private {
|
|
unchecked {
|
|
// Check if there is a risk of overflow when computing the indices of the child nodes. If that is the case,
|
|
// there cannot be child nodes in the tree, so sifting is done.
|
|
if (index >= type(uint256).max / 2) return;
|
|
|
|
// Compute the indices of the potential child nodes
|
|
uint256 lIndex = 2 * index + 1;
|
|
uint256 rIndex = 2 * index + 2;
|
|
|
|
// Three cases:
|
|
// 1. Both children exist: sifting may continue on one of the branch (selection required)
|
|
// 2. Only left child exist: sifting may continue on the left branch (no selection required)
|
|
// 3. Neither child exist: sifting is done
|
|
if (rIndex < size) {
|
|
uint256 lValue = self.tree.unsafeAccess(lIndex).value;
|
|
uint256 rValue = self.tree.unsafeAccess(rIndex).value;
|
|
if (comp(lValue, value) || comp(rValue, value)) {
|
|
uint256 cIndex = comp(lValue, rValue).ternary(lIndex, rIndex);
|
|
_swap(self, index, cIndex);
|
|
_siftDown(self, size, cIndex, value, comp);
|
|
}
|
|
} else if (lIndex < size) {
|
|
uint256 lValue = self.tree.unsafeAccess(lIndex).value;
|
|
if (comp(lValue, value)) {
|
|
_swap(self, index, lIndex);
|
|
_siftDown(self, size, lIndex, value, comp);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @dev Perform heap maintenance on `self`, starting at `index` (with the `value`), using `comp` as a
|
|
* comparator, and moving toward the root of the underlying tree.
|
|
*
|
|
* NOTE: This is a private function that is called in a trusted context with already cached parameters. `value`
|
|
* could be extracted from `self` and `index`, but that would require redundant storage read. These parameters are not
|
|
* verified. It is the caller role to make sure the parameters are correct.
|
|
*/
|
|
function _siftUp(
|
|
Uint256Heap storage self,
|
|
uint256 index,
|
|
uint256 value,
|
|
function(uint256, uint256) view returns (bool) comp
|
|
) private {
|
|
unchecked {
|
|
while (index > 0) {
|
|
uint256 parentIndex = (index - 1) / 2;
|
|
uint256 parentValue = self.tree.unsafeAccess(parentIndex).value;
|
|
if (comp(parentValue, value)) break;
|
|
_swap(self, index, parentIndex);
|
|
index = parentIndex;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|