/* * * Copyright 2015, Google 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 Google Inc. 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 * OWNER OR CONTRIBUTORS 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. * */ /** * Histogram module. Exports the Histogram class * @module */ 'use strict'; /** * Histogram class. Collects data and exposes a histogram and other statistics. * This data structure is taken directly from src/core/support/histogram.c, but * pared down to the statistics needed for client stats in * test/proto/benchmarks/stats.proto. * @constructor * @param {number} resolution The histogram's bucket resolution. Must be positive * @param {number} max_possible The maximum allowed value. Must be greater than 1 */ function Histogram(resolution, max_possible) { this.resolution = resolution; this.max_possible = max_possible; this.sum = 0; this.sum_of_squares = 0; this.multiplier = 1 + resolution; this.count = 0; this.min_seen = max_possible; this.max_seen = 0; this.buckets = []; for (var i = 0; i < this.bucketFor(max_possible) + 1; i++) { this.buckets[i] = 0; } } /** * Get the bucket index for a given value. * @param {number} value The value to check * @return {number} The bucket index */ Histogram.prototype.bucketFor = function(value) { return Math.floor(Math.log(value) / Math.log(this.multiplier)); }; /** * Get the minimum value for a given bucket index * @param {number} The bucket index to check * @return {number} The minimum value for that bucket */ Histogram.prototype.bucketStart = function(index) { return Math.pow(this.multiplier, index); }; /** * Add a value to the histogram. This updates all statistics with the new * value. Those statistics should not be modified except with this function * @param {number} value The value to add */ Histogram.prototype.add = function(value) { // Ensure value is a number value = +value; this.sum += value; this.sum_of_squares += value * value; this.count++; if (value < this.min_seen) { this.min_seen = value; } if (value > this.max_seen) { this.max_seen = value; } this.buckets[this.bucketFor(value)]++; }; /** * Get the mean of all added values * @return {number} The mean */ Histogram.prototype.mean = function() { return this.sum / this.count; }; /** * Get the variance of all added values. Used to calulate the standard deviation * @return {number} The variance */ Histogram.prototype.variance = function() { if (this.count == 0) { return 0; } return (this.sum_of_squares * this.count - this.sum * this.sum) / (this.count * this.count); }; /** * Get the standard deviation of all added values * @return {number} The standard deviation */ Histogram.prototype.stddev = function() { return Math.sqrt(this.variance); }; /** * Get the maximum among all added values * @return {number} The maximum */ Histogram.prototype.maximum = function() { return this.max_seen; }; /** * Get the minimum among all added values * @return {number} The minimum */ Histogram.prototype.minimum = function() { return this.min_seen; }; /** * Get the number of all added values * @return {number} The count */ Histogram.prototype.getCount = function() { return this.count; }; /** * Get the sum of all added values * @return {number} The sum */ Histogram.prototype.getSum = function() { return this.sum; }; /** * Get the sum of squares of all added values * @return {number} The sum of squares */ Histogram.prototype.sumOfSquares = function() { return this.sum_of_squares; }; /** * Get the raw histogram as a list of bucket sizes * @return {Array.} The buckets */ Histogram.prototype.getContents = function() { return this.buckets; }; module.exports = Histogram;