/** * Copyright (C) 2023-present MongoDB, Inc. * * This program is free software: you can redistribute it and/or modify * it under the terms of the Server Side Public License, version 1, * as published by MongoDB, Inc. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * Server Side Public License for more details. * * You should have received a copy of the Server Side Public License * along with this program. If not, see * . * * As a special exception, the copyright holders give permission to link the * code of portions of this program with the OpenSSL library under certain * conditions as described in each individual source file and distribute * linked combinations including the program with the OpenSSL library. You * must comply with the Server Side Public License in all respects for * all of the code used other than as permitted herein. If you modify file(s) * with this exception, you may extend this exception to your version of the * file(s), but you are not obligated to do so. If you do not wish to do so, * delete this exception statement from your version. If you delete this * exception statement from all source files in the program, then also delete * it in the license file. */ #include #include "mongo/db/pipeline/percentile_algo.h" namespace mongo { /** * 'DiscretePercentile' algorithm for computing percentiles is accurate and doesn't require * specifying a percentile in advance but is only suitable for small datasets. It accumulats all * data sent to it and sorts it all when a percentile is requested. Requesting more percentiles * after the first one without incorporating more data is fast as it doesn't need to sort again. */ class DiscretePercentile : public PercentileAlgorithm { public: DiscretePercentile() = default; // no config required for this algorithm void incorporate(double input) final; void incorporate(const std::vector& inputs) final; boost::optional computePercentile(double p) final; std::vector computePercentiles(const std::vector& ps) final; long memUsageBytes() const final { return _accumulatedValues.capacity() * sizeof(double); } protected: std::vector _accumulatedValues; // While infinities do compare and sort correctly, no arithmetics can be done on them so, to // allow for implementing quick select in the future and to align with our implementation of // t-digest, we are tracking them separately. int _negInfCount = 0; int _posInfCount = 0; bool _shouldSort = true; }; } // namespace mongo