/usr/include/fflas-ffpack/fflas/fflas_sparse/csr_hyb/csr_hyb

/* -*- mode: C++; tab-width: 8; indent-tabs-mode: t; c-basic-offset: 8 -*- */
// vim:sts=8:sw=8:ts=8:noet:sr:cino=>s,f0,{0,g0,(0,\:0,t0,+0,=s
/*
 * Copyright (C) 2014 the FFLAS-FFPACK group
 *
 * Written by   Bastien Vialla <bastien.vialla@lirmm.fr>
 *
 *
 * ========LICENCE========
 * This file is part of the library FFLAS-FFPACK.
 *
 * FFLAS-FFPACK is free software: you can redistribute it and/or modify
 * it under the terms of the  GNU Lesser General Public
 * License as published by the Free Software Foundation; either
 * version 2.1 of the License, or (at your option) any later version.
 *
 * This library 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 GNU
 * Lesser General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with this library; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA
 * ========LICENCE========
 *.
 */

#ifndef __FFLASFFPACK_fflas_sparse_CSR_HYB_utils_INL
#define __FFLASFFPACK_fflas_sparse_CSR_HYB_utils_INL

// #define CSR_HYB_DEBUG 1

namespace FFLAS {

template <class Field> inline void sparse_delete(const Sparse<Field, SparseMatrix_t::CSR_HYB> &A) {
    fflas_delete(A.dat);
    fflas_delete(A.col);
    fflas_delete(A.st);
}

namespace csr_hyb_details {

struct Info {
    uint64_t size = 0;
    uint64_t perm = 0;
    uint64_t begin = 0;

    Info(uint64_t it, uint64_t s, uint64_t p) : size(s), perm(p), begin(it) {}
    Info() = default;
    Info(const Info &) = default;
    Info(Info &&) = default;

    Info &operator=(const Info &) = default;
    Info &operator=(Info &&) = default;
};

template <class ValT, class IdxT> struct Coo {
    using Self = Coo<ValT, IdxT>;

    ValT val = 0;
    IdxT row = 0;
    IdxT col = 0;

    Coo(ValT v, IdxT r, IdxT c) : val(v), row(r), col(c) {}
    Coo() = default;
    Coo(const Self &) = default;
    Coo(Self &&) = default;

    Self &operator=(const Self &) = default;
    Self &operator=(Self &&) = default;
};
}

template <class Field, class IndexT>
inline void sparse_init(const Field &F, Sparse<Field, SparseMatrix_t::CSR_HYB> &A, const IndexT *row, const IndexT *col,
                        typename Field::ConstElement_ptr dat, uint64_t rowdim, uint64_t coldim, uint64_t nnz) {
    using namespace csr_hyb_details;
    using coo = Coo<typename Field::Element, index_t>;

    A.kmax = Protected::DotProdBoundClassic(F, F.one);
    A.m = rowdim;
    A.n = coldim;
    A.nnz = nnz;
    A.nElements = nnz;
    std::vector<coo> data(nnz);
    for (uint64_t i = 0; i < nnz; ++i) {
        // data.emplace_back(dat[i], col[i], row[i]);
        data[i].val = dat[i];
        data[i].col = col[i];
        data[i].row = row[i];
    }

    std::vector<uint64_t> rows(rowdim, 0);

    for (uint64_t i = 0; i < A.nnz; ++i)
        rows[row[i]]++;

    A.maxrow = *(std::max_element(rows.begin(), rows.end()));

    if (A.kmax > A.maxrow)
        A.delayed = true;

    rows.resize(3 * (rowdim + 1));
    for (auto &x : rows)
        x = 0;

    for (uint64_t i = 0; i < data.size(); ++i) {
        auto x = data[i];
        if (F.isOne(x.val)) {
            rows[3 * x.row + 1]++;
            A.nOnes++;
        } else if (F.isMOne(x.val)) {
            rows[3 * x.row]++;
            A.nMOnes++;
        } else {
            rows[3 * x.row + 2]++;
            A.nOthers++;
        }
    }

    A.col = fflas_new<index_t>(nnz, Alignment::CACHE_LINE);
    A.st = fflas_new<index_t>(4 * (rowdim + 1), Alignment::CACHE_LINE);
    A.dat = fflas_new(F, A.nOthers, 1, Alignment::CACHE_LINE);

    for (uint64_t i = 0; i < 4 * (rowdim + 1); ++i)
        A.st[i] = 0;

    for (size_t i = 0; i < nnz; ++i) {
        A.col[i] = static_cast<index_t>(data[i].col);
    }

    data.shrink_to_fit();

    // sort nnz by row with order -1 1 L

    std::sort(data.begin(), data.end(), [&F](const coo &a, const coo &b) {
        return (a.row < b.row) || ((a.row == b.row) && (F.isMOne(a.val) && !F.isMOne(b.val))) ||
               ((a.row == b.row) && (F.isMOne(a.val) && F.isMOne(b.val) && (a.col < b.col))) ||
               ((a.row == b.row) && (F.isOne(a.val) && !F.isOne(b.val) && !F.isMOne(b.val))) ||
               ((a.row == b.row) && (F.isOne(a.val) && F.isOne(b.val) && (a.col < b.col))) ||
               ((a.row == b.row) && (!F.isOne(a.val) && !F.isMOne(a.val) && !F.isOne(b.val) && !F.isMOne(b.val)) &&
                (a.col < b.col));
    });

#ifdef CSR_HYB_DEBUG
    for (auto &x : data) {
        cout << "(" << x.row << "," << x.col << "," << x.val << ") ";
    }
    cout << endl;
#endif

    uint64_t it = 0;
    for (size_t i = 0; i < data.size(); ++i) {
        if (!F.isOne(data[i].val) && !F.isMOne(data[i].val)) {
            A.dat[it] = data[i].val;
            ++it;
        }
    }

    A.st[1] = rows[0];
    A.st[2] = rows[1] + A.st[1];
    A.st[3] = 0;
    A.st[4] = rows[2] + A.st[2];

    for (uint64_t i = 1; i < rowdim; ++i) {
        A.st[4 * i + 1] = rows[3 * i] + A.st[4 * i];
        A.st[4 * i + 2] = rows[3 * i + 1] + A.st[4 * i + 1];
        A.st[4 * i + 3] = rows[3 * (i - 1) + 2] + A.st[4 * (i - 1) + 3];
        A.st[4 * (i + 1)] = rows[3 * i + 2] + A.st[4 * i + 2];
    }

#ifdef CSR_HYB_DEBUG
    for (uint64_t i = 0; i < it; ++i)
        cout << A.dat[i] << " ";
    cout << endl;
    for (uint64_t i = 0; i < nnz; ++i)
        cout << A.col[i] << " ";
    cout << endl;

    for (uint64_t i = 0; i < rowdim; ++i)
        cout << "(" << A.st[4 * i] << " , " << A.st[4 * i + 1] << " , " << A.st[4 * i + 2] << " , " << A.st[4 * i + 3]
             << ") " << endl;
    cout << endl;
    cout << endl;
    for (uint64_t i = 0; i < rowdim; ++i) {
        index_t start = A.st[4 * i], stop = A.st[4 * i + 1];
        index_t diff = stop - start;
        cout << i << endl;
        cout << "  -1 : ";
        for (uint64_t j = 0; j < diff; ++j) {
            cout << A.col[start + j] << " ";
        }
        cout << endl;
        start = A.st[4 * i + 1], stop = A.st[4 * i + 2];
        diff = stop - start;
        cout << "  1 : ";
        for (uint64_t j = 0; j < diff; ++j) {
            cout << A.col[start + j] << " ";
        }
        cout << endl;
        start = A.st[4 * i + 2], stop = A.st[4 * (i + 1)];
        diff = stop - start;
        index_t startDat = A.st[4 * i + 3];
        cout << "  l : ";
        for (uint64_t j = 0; j < diff; ++j) {
            cout << "(" << A.col[start + j] << " , " << A.dat[startDat + j] << ") ";
        }
        cout << endl;
    }
#endif
}
} // FFLAS
#endif
fflas-ffpack-common 2.2.2-5 / usr / include / fflas-ffpack / fflas / fflas_sparse / csr_hyb / csr_hyb_utils.inl
