#include "edge-impulse-sdk/dsp/config.hpp"
#if EIDSP_LOAD_CMSIS_DSP_SOURCES

/* ----------------------------------------------------------------------
 * Project:      CMSIS DSP Library
 * Title:        arm_sokalmichener_distance.c
 * Description:  Sokal-Michener distance between two vectors
 *
 * $Date:        23 April 2021
 * $Revision:    V1.9.0
 *
 * Target Processor: Cortex-M and Cortex-A cores
 * -------------------------------------------------------------------- */
/*
 * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
 *
 * SPDX-License-Identifier: Apache-2.0
 *
 * 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
 *
 * 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.
 */

#include "edge-impulse-sdk/CMSIS/DSP/Include/dsp/distance_functions.h"
#include <limits.h>
#include <math.h>


extern void arm_boolean_distance_TT_FF_TF_FT(const uint32_t *pA
       , const uint32_t *pB
       , uint32_t numberOfBools
       , uint32_t *cTT
       , uint32_t *cFF
       , uint32_t *cTF
       , uint32_t *cFT
       );


/**
  @addtogroup BoolDist
  @{
 */

/**
 * @brief        Sokal-Michener distance between two vectors
 *
 * @param[in]    pA              First vector of packed booleans
 * @param[in]    pB              Second vector of packed booleans
 * @param[in]    numberOfBools   Number of booleans
 * @return distance
 *
 */

float32_t arm_sokalmichener_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools)
{
    uint32_t ctt=0,cff=0,cft=0,ctf=0;
    float32_t r,s;

    arm_boolean_distance_TT_FF_TF_FT(pA, pB, numberOfBools, &ctt, &cff, &ctf, &cft);

   r = 2.0*(ctf + cft);
   s = 1.0*(cff + ctt);

    return(r / (s+r));
}


/**
 * @} end of BoolDist group
 */

#endif // EIDSP_LOAD_CMSIS_DSP_SOURCES
