// Copyright (c) 2001-2010, Purdue University. All rights reserved. // Copyright (C) 2015 Apple Inc. All rights reserved. // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // * Redistributions of source code must retain the above copyright // notice, this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above copyright // notice, this list of conditions and the following disclaimer in the // documentation and/or other materials provided with the distribution. // * Neither the name of the Purdue University nor the // names of its contributors may be used to endorse or promote products // derived from this software without specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND // ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED // WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE // DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE FOR ANY // DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES // (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; // LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND // ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. function compareNumbers(a, b) { if (a == b) return 0; if (a < b) return -1; if (a > b) return 1; // We say that NaN is smaller than non-NaN. if (a == a) return 1; return -1; } function averageAbovePercentile(numbers, percentile) { // Don't change the original array. numbers = numbers.slice(); // Sort in ascending order. numbers.sort(function(a, b) { return a - b; }); // Now the elements we want are at the end. Keep removing them until the array size shrinks too much. // Examples assuming percentile = 99: // // - numbers.length starts at 100: we will remove just the worst entry and then not remove anymore, // since then numbers.length / originalLength = 0.99. // // - numbers.length starts at 1000: we will remove the ten worst. // // - numbers.length starts at 10: we will remove just the worst. var numbersWeWant = []; var originalLength = numbers.length; while (numbers.length / originalLength > percentile / 100) numbersWeWant.push(numbers.pop()); var sum = 0; for (var i = 0; i < numbersWeWant.length; ++i) sum += numbersWeWant[i]; var result = sum / numbersWeWant.length; // Do a sanity check. if (numbers.length && result < numbers[numbers.length - 1]) { throw "Sanity check fail: the worst case result is " + result + " but we didn't take into account " + numbers; } return result; }