ManhattanWordDistance.cpp

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/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2007-2009 Christian Gehl
 * Written (W) 1999-2009 Soeren Sonnenburg
 * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society
 */

#include <shogun/lib/common.h>
#include <shogun/distance/ManhattanWordDistance.h>
#include <shogun/features/Features.h>
#include <shogun/features/StringFeatures.h>
#include <shogun/io/SGIO.h>

using namespace shogun;

CManhattanWordDistance::CManhattanWordDistance()
: CStringDistance<uint16_t>()
{
    SG_DEBUG("CManhattanWordDistance created")
}

CManhattanWordDistance::CManhattanWordDistance(
    CStringFeatures<uint16_t>* l, CStringFeatures<uint16_t>* r)
: CStringDistance<uint16_t>()
{
    SG_DEBUG("CManhattanWordDistance created")

    init(l, r);
}

CManhattanWordDistance::~CManhattanWordDistance()
{
    cleanup();
}

bool CManhattanWordDistance::init(CFeatures* l, CFeatures* r)
{
    bool result=CStringDistance<uint16_t>::init(l,r);
    return result;
}

void CManhattanWordDistance::cleanup()
{
}

float64_t CManhattanWordDistance::compute(int32_t idx_a, int32_t idx_b)
{
    int32_t alen, blen;
    bool free_avec, free_bvec;

    uint16_t* avec=((CStringFeatures<uint16_t>*) lhs)->
        get_feature_vector(idx_a, alen, free_avec);
    uint16_t* bvec=((CStringFeatures<uint16_t>*) rhs)->
        get_feature_vector(idx_b, blen, free_bvec);

    int32_t result=0;

    int32_t left_idx=0;
    int32_t right_idx=0;

    while (left_idx < alen && right_idx < blen)
    {
        uint16_t sym=avec[left_idx];
        if (avec[left_idx]==bvec[right_idx])
        {
            int32_t old_left_idx=left_idx;
            int32_t old_right_idx=right_idx;

            while (left_idx< alen && avec[left_idx]==sym)
                left_idx++;

            while (right_idx< blen && bvec[right_idx]==sym)
                right_idx++;

            result += CMath::abs( (left_idx-old_left_idx) - (right_idx-old_right_idx) );
        }
        else if (avec[left_idx]<bvec[right_idx])
        {

            while (left_idx< alen && avec[left_idx]==sym)
            {
                result++;
                left_idx++;
            }
        }
        else
        {
            sym=bvec[right_idx];

            while (right_idx< blen && bvec[right_idx]==sym)
            {
                result++;
                right_idx++;
            }
        }
    }

    result+=blen-right_idx + alen-left_idx;

    ((CStringFeatures<uint16_t>*) lhs)->
        free_feature_vector(avec, idx_a, free_avec);
    ((CStringFeatures<uint16_t>*) rhs)->
        free_feature_vector(bvec, idx_b, free_bvec);

    return result;
}