freeCodeCamp/curriculum/challenges/english/08-coding-interview-prep/rosetta-code/vector-dot-product.english.md

108 lines
2.4 KiB
Markdown
Raw Normal View History

---
title: Vector dot product
id: 594810f028c0303b75339ad3
challengeType: 5
---
## Description
<section id='description'>
<p>
A vector is defined as having three dimensions as being represented by an ordered collection of three numbers: &nbsp; (X, Y, Z).
</p>
<p>
Task:
Write a function that takes any numbers of vectors (arrays) as input and computes their dot product.
Your function should return <code>null</code> on
invalid inputs (ie vectors of different lengths).
</p>
</section>
## Instructions
<section id='instructions'>
</section>
## Tests
<section id='tests'>
```yml
tests:
- text: dotProduct must be a function
testString: assert.equal(typeof dotProduct, 'function', 'dotProduct must be a function');
- text: dotProduct() must return null
testString: assert.equal(dotProduct(), null, 'dotProduct() must return null');
- text: dotProduct([[1], [1]]) must return 1.
testString: assert.equal(dotProduct([1], [1]), 1, 'dotProduct([[1], [1]]) must return 1.');
- text: dotProduct([[1], [1, 2]]) must return null.
testString: assert.equal(dotProduct([1], [1, 2]), null, 'dotProduct([[1], [1, 2]]) must return null.');
- text: dotProduct([1, 3, -5], [4, -2, -1]) must return 3.
testString: assert.equal(dotProduct([1, 3, -5], [4, -2, -1]), 3, 'dotProduct([1, 3, -5], [4, -2, -1]) must return 3.');
- text: <code>dotProduct(...nVectors)</code> should return 156000
testString: assert.equal(dotProduct([ 0, 1, 2, 3, 4 ], [ 0, 2, 4, 6, 8 ], [ 0, 3, 6, 9, 12 ], [ 0, 4, 8, 12, 16 ], [ 0, 5, 10, 15, 20 ]), 156000, '<code>dotProduct(...nVectors)</code> should return 156000');
```
</section>
## Challenge Seed
<section id='challengeSeed'>
<div id='js-seed'>
```js
function dotProduct() {
// Good luck!
}
```
</div>
</section>
## Solution
<section id='solution'>
```js
function dotProduct(...vectors) {
if (!vectors || !vectors.length) {
return null;
}
if (!vectors[0] || !vectors[0].length) {
return null;
}
const vectorLen = vectors[0].length;
const numVectors = vectors.length;
// If all vectors not same length, return null
for (let i = 0; i < numVectors; i++) {
if (vectors[i].length !== vectorLen) {
return null; // return undefined
}
}
let prod = 0;
let sum = 0;
let j = vectorLen;
let i = numVectors;
// Sum terms
while (j--) {
i = numVectors;
prod = 1;
while (i--) {
prod *= vectors[i][j];
}
sum += prod;
}
return sum;
}
```
</section>