mathjs/test/unit-tests/expression/transform/variance.transform.test.js
Jos de Jong 6f00715754
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2020-09-20 18:01:29 +02:00

72 lines
3.1 KiB
JavaScript

import assert from 'assert'
import approx from '../../../../tools/approx.js'
import math from '../../../../src/defaultInstance.js'
const variance = math.expression.transform.variance
describe('variance', function () {
const inputMatrix = [ // this is a 4x3x2 matrix, full test coverage
[[10, 200], [30, 40], [50, 60]],
[[70, 80], [90, 100], [180, 120]],
[[130, 140], [160, 150], [170, 110]],
[[190, 20], [210, 220], [230, 240]]
]
it('should return the variance value along a dimension on a matrix with one based indicies', function () {
assert.deepStrictEqual(variance([
[2, 6],
[4, 10]], 2), [8, 18])
assert.deepStrictEqual(variance([
[2, 6],
[4, 10]], 1), [2, 8])
assert.deepStrictEqual(variance(inputMatrix, 1),
[[6000, 6000], [6225, 5825], [5825, 5825]])
assert.deepStrictEqual(variance(inputMatrix, 2),
[[400, 7600], [3433.3333333333335, 400], [433.33333333333337, 433.33333333333337], [400, 14800]])
assert.deepStrictEqual(variance(inputMatrix, 3),
[[18050, 50, 50], [50, 50, 1800], [50, 50, 1800], [14450, 50, 50]])
})
it('should throw an error if called with an invalid one based index', function () {
assert.throws(function () { variance(inputMatrix, 0) }, /Index out of range/)
assert.throws(function () { variance(inputMatrix, 4) }, /Index out of range/)
})
it('should throw an error if called with invalid type of arguments', function () {
assert.throws(function () { variance(new Date(), 2) }, /Cannot calculate variance, unexpected type of argument/)
assert.throws(function () { variance(2, 3, null) }, /Cannot calculate variance, unexpected type of argument/)
assert.throws(function () { variance([2, 3, null]) }, /Cannot calculate variance, unexpected type of argument/)
assert.throws(function () { variance([[2, 4, 6], [1, 3, 5]], 'biased', 0) }, /Cannot convert "biased" to a number/)
assert.throws(function () { variance([[2, 4, 6], [1, 3, 5]], 0, new Date()) }, /Cannot calculate variance, unexpected type of argument/)
})
it('should throw an error if called with an empty array', function () {
assert.throws(function () { variance([]) })
})
it('should LaTeX var', function () {
const expression = math.parse('variance(1,2,3)')
assert.strictEqual(expression.toTex(), '\\mathrm{Var}\\left(1,2,3\\right)')
})
it('should compute the variance of quantities with units', function () {
const a = math.unit(10, 'cm')
const b = math.unit(20, 'cm')
const c = math.unit(50, 'cm^2')
approx.equal(variance([a, b]).toNumber('cm^2'), c.toNumber('cm^2'))
})
it('should compute the variance of quantities with compatible units', function () {
const a = math.unit(1, 'm')
const b = math.unit(50, 'cm')
const c = math.unit(1250, 'cm^2')
approx.equal(variance([a, b]).toNumber('cm^2'), c.toNumber('cm^2'))
})
it('should not compute the variance of quantities with incompatible units', function () {
const a = math.unit(1, 'm')
const b = math.unit(50, 'kg')
assert.throws(function () { variance([a, b]) }, /Units do not match/)
})
})