/* * Copyright 2024 Google LLC * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #pragma once #include #include #include //! Filter the basic statistical calculation. //! @param index Index of the value in the data array being calculated //! @param value Value of the current candidate data point being considered //! @param context User data which can be used for additional context //! @return true if the value should be included in the statistics, false otherwise typedef bool (*StatsBasicFilter)(int index, int32_t value, void *context); //! StatsBasicOp is a bitfield that specifies which operations \ref stats_calculate_basic should //! perform. The ops will operate only on the filtered values when a filter is present. typedef enum { StatsBasicOp_Sum = (1 << 0), //!< Calculate the sum StatsBasicOp_Average = (1 << 1), //!< Calculate the average //! Find the minimum value. If there is no data, or if no values match the filter, the minimum //! will default to INT32_MAX. StatsBasicOp_Min = (1 << 2), //! Find the maximum value. If there is no data, or if no values match the filter, the maximum //! will default to INT32_MIN. StatsBasicOp_Max = (1 << 3), //! Count the number of filtered values included in calculation. //! Equivalent to the number of data points when no filter is applied. StatsBasicOp_Count = (1 << 4), //! Find the maximum streak of consecutive filtered values included in calculation. //! Equivalent to the number of data points when no filter is applied. StatsBasicOp_Consecutive = (1 << 5), //! Find the first streak of consecutive filtered values included in calculation. //! Equivalent to the number of data points when no filter is applied. StatsBasicOp_ConsecutiveFirst = (1 << 6), //! Find the median of filtered values included in calculation. StatsBasicOp_Median = (1 << 7), } StatsBasicOp; //! Calculate basic statistical information on a given array of int32_t values. //! When returning the results, the values will be written sequentially as defined in the enum to //! basic_out without gaps. For example, if given the op `(StatsBasicOp_Max | StatsBasicOp_Sum)`, //! basic_out[0] will contain the sum and basic_out[1] will contain the max since Sum is specified //! before Max in the StatsBasicOp enum. No gaps are present for Average or Min since those ops were //! not specified for calculation. //! @param op StatsBasicOp describing the operations to calculate //! @param data int32_t pointer to an array of data. If data is NULL, there will be no output //! @param num_data size_t number of data points in the data array //! @param filter Optional StatsBasicFilter to filter data against, NULL if none specified //! @param context Optional StatsBasicFilter context, NULL if non specified //! @param[out] basic_out address to an int32_t or int32_t array to write results to void stats_calculate_basic(StatsBasicOp op, const int32_t *data, size_t num_data, StatsBasicFilter filter, void *context, int32_t *basic_out); int32_t stats_calculate_weighted_median(const int32_t *vals, const int32_t *weights_x100, size_t num_data);