var assert = require('assert'), approx = require('../../../tools/approx'), math = require('../../../index'), bignumber = math.bignumber, quantileSeq = math.quantileSeq; describe('quantileSeq', function() { it('should return the quantileSeq from an array with number probability', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; assert.equal(quantileSeq(lst, 0), 1.3); assert.equal(quantileSeq(lst, 0.1), 1.75); assert.equal(quantileSeq(lst, 0.2), 2.2); assert.equal(quantileSeq(lst, 0.25), 2.325); assert.equal(quantileSeq(lst, 0.25, false), 2.325); assert.equal(quantileSeq(lst, 0.3), 2.45); assert.equal(quantileSeq(lst, 0.4), 2.7); approx.equal(quantileSeq(lst, 0.5), 2.9); assert.equal(quantileSeq(lst, 0.6), 3.1); assert.equal(quantileSeq(lst, 0.7), 3.2); approx.equal(quantileSeq(lst, 0.75), 3.25); assert.equal(quantileSeq(lst, 0.8), 3.3); assert.equal(quantileSeq(lst, 0.9), 3.5); assert.equal(quantileSeq(lst, 1), 3.7); }); it('should return the quantileSeq from an ascending array with number probability', function() { var lst = [1.3, 2.2, 2.7, 3.1, 3.3, 3.7]; assert.equal(quantileSeq(lst, 0, true), 1.3); assert.equal(quantileSeq(lst, 0.1, true), 1.75); assert.equal(quantileSeq(lst, 0.2, true), 2.2); assert.equal(quantileSeq(lst, 0.25, true), 2.325); assert.equal(quantileSeq(lst, 0.3, true), 2.45); assert.equal(quantileSeq(lst, 0.4, true), 2.7); approx.equal(quantileSeq(lst, 0.5, true), 2.9); assert.equal(quantileSeq(lst, 0.6, true), 3.1); assert.equal(quantileSeq(lst, 0.7, true), 3.2); approx.equal(quantileSeq(lst, 0.75, true), 3.25); assert.equal(quantileSeq(lst, 0.8, true), 3.3); assert.equal(quantileSeq(lst, 0.9, true), 3.5); assert.equal(quantileSeq(lst, 1, true), 3.7); }); it('should return the quantileSeq from an array with BigNumber probability', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; assert.equal(quantileSeq(lst, bignumber(0)), 1.3); assert.equal(quantileSeq(lst, bignumber(0.1)), 1.75); assert.equal(quantileSeq(lst, bignumber(0.2)), 2.2); assert.equal(quantileSeq(lst, bignumber(0.25)), 2.325); assert.equal(quantileSeq(lst, bignumber(0.3)), 2.45); assert.equal(quantileSeq(lst, bignumber(0.4)), 2.7); assert.equal(quantileSeq(lst, bignumber(0.5)), 2.9); assert.equal(quantileSeq(lst, bignumber(0.6)), 3.1); assert.equal(quantileSeq(lst, bignumber(0.7)), 3.2); assert.equal(quantileSeq(lst, bignumber(0.75)), 3.25); assert.equal(quantileSeq(lst, bignumber(0.8)), 3.3); assert.equal(quantileSeq(lst, bignumber(0.9)), 3.5); assert.equal(quantileSeq(lst, bignumber(1)), 3.7); }); // FIXME: should return the quantileSeq of an array of bignumbers with number probability it.skip('should return the quantileSeq of an array of bignumbers with number probability', function() { approx.equal(quantileSeq([bignumber(0.5377),bignumber(1.8339),bignumber(-2.2588),bignumber(0.8622), bignumber(0.3188),bignumber(-1.3077),bignumber(-0.4336),bignumber(0.3426), bignumber(3.5784),bignumber(2.7694)],0.3), 0.09308); }); it('should return the quantileSeq of an array of bignumbers with BigNumber probability', function() { assert.deepEqual(quantileSeq([bignumber(0.5377),bignumber(1.8339),bignumber(-2.2588),bignumber(0.8622), bignumber(0.3188),bignumber(-1.3077),bignumber(-0.4336),bignumber(0.3426), bignumber(3.5784),bignumber(2.7694)],bignumber(0.3)), bignumber(0.09308)); }); it('should return the quantileSeq of units', function() { assert.deepEqual(quantileSeq([math.unit('5mm'), math.unit('15mm'), math.unit('10mm')], 0.5), math.unit('10mm')); }); it('should return the quantileSeq from an 1d matrix', function() { assert.equal(quantileSeq(math.matrix([2,4,6,8,10,12,14]), 0.25), 5); }); it('should return the quantileSeq from a 2d array', function() { approx.equal(quantileSeq([ [3.7, 2.7, 3.3], [1.3, 2.2, 3.1] ], 0.75), 3.25); }); it('should return the quantileSeq from an ascending 2d array', function() { approx.equal(quantileSeq([ [1.3, 2.2, 2.7], [3.1, 3.3, 3.7] ], 0.75, true), 3.25); }); it('should return the quantileSeq from a 2d matrix', function() { approx.equal(quantileSeq(math.matrix([ [3.7, 2.7, 3.3], [1.3, 2.2, 3.1] ]), 0.75), 3.25); }); it('should return the quantileSeq from an ascending 2d matrix', function() { approx.equal(quantileSeq(math.matrix([ [1.3, 2.2, 2.7], [3.1, 3.3, 3.7] ]), 0.75, true), 3.25); }); it('should return list quantiles for list of number probabilities', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; approx.deepEqual(quantileSeq(lst, [0.25, 0.5, 0.75]), [2.325, 2.9, 3.25]); approx.deepEqual(quantileSeq(lst, [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]), [1.75, 2.2, 2.45, 2.7, 2.9, 3.1, 3.2, 3.3, 3.5]); }); it('should return list quantiles for list of BigNumber probabilities', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; assert.deepEqual(quantileSeq(lst, [bignumber(0.25), bignumber(0.5), bignumber(0.75)]), [bignumber(2.325), bignumber(2.9), bignumber(3.25)]); assert.equal(quantileSeq(lst, [bignumber(0.1), bignumber(0.2), bignumber(0.3), bignumber(0.4), bignumber(0.5), bignumber(0.6), bignumber(0.7), bignumber(0.8), bignumber(0.9)]).toString(), '1.75,2.2,2.45,2.7,2.9,3.1,3.2,3.3,3.5'); }); it('should return list quantiles for list of number and BigNumber probabilities', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; approx.deepEqual(quantileSeq(lst, [0.25, bignumber(0.5), 0.75]), [2.325, 2.9, 3.25]); approx.deepEqual(quantileSeq(lst, [0.1, 0.2, bignumber(0.3), 0.4, 0.5, 0.6, 0.7, bignumber(0.8), 0.9]), [1.75, 2.2, 2.45, 2.7, 2.9, 3.1, 3.2, 3.3, 3.5]); }); it('should return the evenly number spaced quantiles of an array', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; approx.deepEqual(quantileSeq(lst, 3), [2.325, 2.9, 3.25]); approx.deepEqual(quantileSeq(lst, 9), [1.75, 2.2, 2.45, 2.7, 2.9, 3.1, 3.2, 3.3, 3.5]); }); it('should return the evenly BigNumber spaced quantiles of an array', function() { var lst = [3.7, 2.7, 3.3, 1.3, 2.2, 3.1]; assert.deepEqual(quantileSeq(lst, bignumber(3)), [bignumber(2.325), bignumber(2.9), bignumber(3.25)]); assert.equal(quantileSeq(lst, bignumber(9)).toString(), "1.75,2.2,2.45,2.7,2.9,3.1,3.2,3.3,3.5"); }); it('should throw an error if called with invalid number of arguments', function() { assert.throws(function() {quantileSeq()}, SyntaxError); assert.throws(function() {quantileSeq(2)}, SyntaxError); assert.throws(function() {quantileSeq([], 2, 3, 1)}, SyntaxError); }); it('should throw an error if called with unsupported type of arguments', function() { assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], 0.25, 10)}, math.error.UnsupportedTypeError); assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], [0.25, 2])}, math.error.UnsuppoError); assert.throws(function () {quantileSeq('A', 'C', 'B')}, math.error.UnsupportedTypeError); assert.throws(function () {quantileSeq(true, false, true)}, math.error.UnsupportedTypeError); assert.throws(function () {quantileSeq(0, 'B')}, math.error.UnsupportedTypeError); assert.throws(function () {quantileSeq(math.complex(2,3), math.complex(-1,2))}, TypeError); }); it('should throw error for bad probabilities and splits', function() { assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], [0.23, 2, 0.2])}, Error); assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], [0.23, bignumber(2), 0.2])}, Error); assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], -2)}, Error); assert.throws(function () {quantileSeq([2,4,6,8,10,12,14], bignumber(-2))}, Error); }); it('should throw an error if called with an empty array', function() { assert.throws(function() {quantileSeq([])}); }); it('should not mutate the input', function () { var a = [3,2,1]; quantileSeq(a, 0.2); quantileSeq(a, 2); quantileSeq(a, [0.1, 0.3]); assert.deepEqual(a,[3,2,1]); }); /* it('should LaTeX quantileSeq', function () { var expression = math.parse('quantileSeq(1,2,3,4,0.3)'); assert.equal(expression.toTex(), '\\mathrm{quantile}\\left(1,2,3,4,0.3\\right)'); }); */ });