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/*
* Mnemonist StaticIntervalTree
* =============================
*
* JavaScript implementation of a static interval tree. This tree is static in
* that you are required to know all its items beforehand and to built it
* from an iterable.
*
* This implementation represents the interval tree as an augmented balanced
* binary search tree. It works by sorting the intervals by startpoint first
* then proceeds building the augmented balanced BST bottom-up from the
* sorted list.
*
* Note that this implementation considers every given intervals as closed for
* simplicity's sake.
*
* For more information: https://en.wikipedia.org/wiki/Interval_tree
*/
var iterables = require('./utils/iterables.js'),
typed = require('./utils/typed-arrays.js');
var FixedStack = require('./fixed-stack.js');
// TODO: pass index to getters
// TODO: custom comparison
// TODO: possibility to pass offset buffer
// TODO: intervals() => Symbol.iterator
// TODO: dfs()
/**
* Helpers.
*/
/**
* Recursive function building the BST from the sorted list of interval
* indices.
*
* @param {array} intervals - Array of intervals to index.
* @param {function} endGetter - Getter function for end of intervals.
* @param {array} sortedIndices - Sorted indices of the intervals.
* @param {array} tree - BST memory.
* @param {array} augmentations - Array of node augmentations.
* @param {number} i - BST index of current node.
* @param {number} low - Dichotomy low index.
* @param {number} high - Dichotomy high index.
* @return {number} - Created node augmentation value.
*/
function buildBST(
intervals,
endGetter,
sortedIndices,
tree,
augmentations,
i,
low,
high
) {
var mid = (low + (high - low) / 2) | 0,
midMinusOne = ~-mid,
midPlusOne = -~mid;
var current = sortedIndices[mid];
tree[i] = current + 1;
var end = endGetter ? endGetter(intervals[current]) : intervals[current][1];
var left = i * 2 + 1,
right = i * 2 + 2;
var leftEnd = -Infinity,
rightEnd = -Infinity;
if (low <= midMinusOne) {
leftEnd = buildBST(
intervals,
endGetter,
sortedIndices,
tree,
augmentations,
left,
low,
midMinusOne
);
}
if (midPlusOne <= high) {
rightEnd = buildBST(
intervals,
endGetter,
sortedIndices,
tree,
augmentations,
right,
midPlusOne,
high
);
}
var augmentation = Math.max(end, leftEnd, rightEnd);
var augmentationPointer = current;
if (augmentation === leftEnd)
augmentationPointer = augmentations[tree[left] - 1];
else if (augmentation === rightEnd)
augmentationPointer = augmentations[tree[right] - 1];
augmentations[current] = augmentationPointer;
return augmentation;
}
/**
* StaticIntervalTree.
*
* @constructor
* @param {array} intervals - Array of intervals to index.
* @param {array<function>} getters - Optional getters.
*/
function StaticIntervalTree(intervals, getters) {
// Properties
this.size = intervals.length;
this.intervals = intervals;
var startGetter = null,
endGetter = null;
if (Array.isArray(getters)) {
startGetter = getters[0];
endGetter = getters[1];
}
// Building the indices array
var length = intervals.length;
var IndicesArray = typed.getPointerArray(length + 1);
var indices = new IndicesArray(length);
var i;
for (i = 1; i < length; i++)
indices[i] = i;
// Sorting indices array
// TODO: check if some version of radix sort can outperform this part
indices.sort(function(a, b) {
a = intervals[a];
b = intervals[b];
if (startGetter) {
a = startGetter(a);
b = startGetter(b);
}
else {
a = a[0];
b = b[0];
}
if (a < b)
return -1;
if (a > b)
return 1;
// TODO: use getters
// TODO: this ordering has the following invariant: if query interval
// contains [nodeStart, max], then whole right subtree can be collected
// a = a[1];
// b = b[1];
// if (a < b)
// return 1;
// if (a > b)
// return -1;
return 0;
});
// Building the binary tree
var height = Math.ceil(Math.log2(length + 1)),
treeSize = Math.pow(2, height) - 1;
var tree = new IndicesArray(treeSize);
var augmentations = new IndicesArray(length);
buildBST(
intervals,
endGetter,
indices,
tree,
augmentations,
0,
0,
length - 1
);
// Dropping indices
indices = null;
// Storing necessary information
this.height = height;
this.tree = tree;
this.augmentations = augmentations;
this.startGetter = startGetter;
this.endGetter = endGetter;
// Initializing DFS stack
this.stack = new FixedStack(IndicesArray, this.height);
}
/**
* Method returning a list of intervals containing the given point.
*
* @param {any} point - Target point.
* @return {array}
*/
StaticIntervalTree.prototype.intervalsContainingPoint = function(point) {
var matches = [];
var stack = this.stack;
stack.clear();
stack.push(0);
var l = this.tree.length;
var bstIndex,
intervalIndex,
interval,
maxInterval,
start,
end,
max,
left,
right;
while (stack.size) {
bstIndex = stack.pop();
intervalIndex = this.tree[bstIndex] - 1;
interval = this.intervals[intervalIndex];
maxInterval = this.intervals[this.augmentations[intervalIndex]];
max = this.endGetter ? this.endGetter(maxInterval) : maxInterval[1];
// No possible match, point is farther right than the max end value
if (point > max)
continue;
// Searching left
left = bstIndex * 2 + 1;
if (left < l && this.tree[left] !== 0)
stack.push(left);
start = this.startGetter ? this.startGetter(interval) : interval[0];
end = this.endGetter ? this.endGetter(interval) : interval[1];
// Checking current node
if (point >= start && point <= end)
matches.push(interval);
// If the point is to the left of the start of the current interval,
// then it cannot be in the right child
if (point < start)
continue;
// Searching right
right = bstIndex * 2 + 2;
if (right < l && this.tree[right] !== 0)
stack.push(right);
}
return matches;
};
/**
* Method returning a list of intervals overlapping the given interval.
*
* @param {any} interval - Target interval.
* @return {array}
*/
StaticIntervalTree.prototype.intervalsOverlappingInterval = function(interval) {
var intervalStart = this.startGetter ? this.startGetter(interval) : interval[0],
intervalEnd = this.endGetter ? this.endGetter(interval) : interval[1];
var matches = [];
var stack = this.stack;
stack.clear();
stack.push(0);
var l = this.tree.length;
var bstIndex,
intervalIndex,
currentInterval,
maxInterval,
start,
end,
max,
left,
right;
while (stack.size) {
bstIndex = stack.pop();
intervalIndex = this.tree[bstIndex] - 1;
currentInterval = this.intervals[intervalIndex];
maxInterval = this.intervals[this.augmentations[intervalIndex]];
max = this.endGetter ? this.endGetter(maxInterval) : maxInterval[1];
// No possible match, start is farther right than the max end value
if (intervalStart > max)
continue;
// Searching left
left = bstIndex * 2 + 1;
if (left < l && this.tree[left] !== 0)
stack.push(left);
start = this.startGetter ? this.startGetter(currentInterval) : currentInterval[0];
end = this.endGetter ? this.endGetter(currentInterval) : currentInterval[1];
// Checking current node
if (intervalEnd >= start && intervalStart <= end)
matches.push(currentInterval);
// If the end is to the left of the start of the current interval,
// then it cannot be in the right child
if (intervalEnd < start)
continue;
// Searching right
right = bstIndex * 2 + 2;
if (right < l && this.tree[right] !== 0)
stack.push(right);
}
return matches;
};
/**
* Convenience known methods.
*/
StaticIntervalTree.prototype.inspect = function() {
var proxy = this.intervals.slice();
// Trick so that node displays the name of the constructor
Object.defineProperty(proxy, 'constructor', {
value: StaticIntervalTree,
enumerable: false
});
return proxy;
};
if (typeof Symbol !== 'undefined')
StaticIntervalTree.prototype[Symbol.for('nodejs.util.inspect.custom')] = StaticIntervalTree.prototype.inspect;
/**
* Static @.from function taking an arbitrary iterable & converting it into
* a structure.
*
* @param {Iterable} iterable - Target iterable.
* @return {StaticIntervalTree}
*/
StaticIntervalTree.from = function(iterable, getters) {
if (iterables.isArrayLike(iterable))
return new StaticIntervalTree(iterable, getters);
return new StaticIntervalTree(Array.from(iterable), getters);
};
/**
* Exporting.
*/
module.exports = StaticIntervalTree;