This is a nano binary search implementation. It is a tiny single file with no dependencies. The only reason I wrote it because I wrote it countless times before, I think it is perfect now because it is done right and fits JavaScript — it is ripe for code reuse.
Why do I think it is done right? Because it supports important invariants with splice().
import binarySearch from 'nano-binary-search';
const sortedArray = [];
for (let i = 0; i < 100; i) {
const value = Math.floor(Math.random() * 1000);
// THIS IS THE IMPORTANT INVARIANT:
// - works with `splice()` seamlessly to add values
const index = binarySearch(sortedArray, x => x < value);
sortedArray.splice(index, 0, value);
// `sortedArray` is always sorted
}
What if the array is empty? That's fine. What if the value is outside the range of the array? That's fine too.
import binarySearch from 'nano-binary-search';
const sortedArray = [1, 3, 3, 4];
// THIS IS THE IMPORTANT INVARIANT:
// - works with `splice()` seamlessly to remove equal values
const lowerIndex = binarySearch(sortedArray, x => x < 3),
upperIndex = binarySearch(sortedArray, x => x <= 3, lowerIndex);
sortedArray.splice(lowerIndex, upperIndex - lowerIndex);
// again, `sortedArray` is always sorted
What if there is no such value in the array? That's fine. It still works.
There is no need to pass in a function and a comparison value every time. In the modern JavaScript/TypeScript, it is easier to get the comparison value straight from the closure like in the examples.
Do you want to search a sub-array? Just pass in indices.
binarySearch(sortedArray, lessFn, l = 0, r = sortedArray.length)
:
- Inputs:
sortedArray
— sorted array of some values. We don't care about values in this array. It is up tolessFn
to compare them. The array should be sorted in a compatible way withlessFn
.lessFn
— function that takes three argument and returns a truthy value if the first argument (a value from array) is less than our value, whatever it is. The second value is its index, and the third is thesortedArray
.- The function interface is modeled on callback function of array methods.
- The signature:
lessFn(value, index, array) => boolean
.
l
— left index. This index is inclusive. Defaults to 0.r
— right index. This index is exclusive. Defaults tosortedArray.length
.
The function return an index, where we can safely insert the searched value with splice()
:
- if we used
<
operator, the index will point to the first value that is greater or equal than the searched value. - if we used
<=
operator, the index will point to the first value that is greater than the searched value.
That's all Folks!
Is it fast?
Yes.
The only reasonable way to make it faster is to take its code and inline lessFn()
. The other idea is
to inline binarySearch()
itself in your code. That's about all.
What if I want to take into account the index of the searched value?
That's why lessFn(value, index, array)
has extra arguments.
What if the array uses a custom comparator for sorting, while this binary search uses a less
function?
Simple:
let compareFn; // some complex function defined elsewhere
sortedArray.sort(compareFn);
let value; // some search value defined elsewhere
const lessFn = x => compareFn(x, value) < 0,
index = binarySearch(sortedArray, lessFn);
Why doesn't it use a comparator function for searching?
We don't need to compare values in the array for equality. A simple less
function is enough.
In many cases it is easier to implement just a less
function.
For example (two argument version for simplicity):
const stringLessFn = (a, b) => a < b;
// comparator #1 (two comparisons)
const stringCompareFn1 = (a, b) => a < b ? -1 : a > b ? 1 : 0;
// comparator #2: smarter (a method call)
const stringCompareFn2 = (a, b) => a.localeCompare(b);
I still have questions!
Look at the code of index.js
and tests/
for more details. Go to the GitHub repository and ask.
This project is licensed under the BSD-3-Clause license.
- 1.0.0 Initial release