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!!$
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!!$ Parallel Sparse BLAS version 3.0
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!!$ (C) Copyright 2006, 2007, 2008, 2009, 2010
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!!$ Salvatore Filippone University of Rome Tor Vergata
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!!$ Alfredo Buttari CNRS-IRIT, Toulouse
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!!$
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!!$ Redistribution and use in source and binary forms, with or without
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!!$ modification, are permitted provided that the following conditions
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!!$ are met:
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!!$ 1. Redistributions of source code must retain the above copyright
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!!$ notice, this list of conditions and the following disclaimer.
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!!$ 2. Redistributions in binary form must reproduce the above copyright
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!!$ notice, this list of conditions, and the following disclaimer in the
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!!$ documentation and/or other materials provided with the distribution.
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!!$ 3. The name of the PSBLAS group or the names of its contributors may
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!!$ not be used to endorse or promote products derived from this
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!!$ software without specific written permission.
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!!$
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!!$ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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!!$ ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
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!!$ TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
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!!$ PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE PSBLAS GROUP OR ITS CONTRIBUTORS
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!!$ BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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!!$ CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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!!$ SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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!!$ INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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!!$ CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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!!$ ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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!!$ POSSIBILITY OF SUCH DAMAGE.
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!!$
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!!$
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!
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! package: psb_base_mat_mod
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!
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! This module contains the definition of the very basic object
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! psb_base_sparse_mat holding some information common to all matrix
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! type variants, such as number of rows and columns, whether the
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! matrix is supposed to be triangular (upper or lower) and with a unit
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! (i.e. assumed) diagonal, together with some state variables. This
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! base class is in common among all variants of real/complex,
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! short/long precision; as such, it only contains information that is
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! inherently integer in nature.
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!
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! The methods associated to this class can be grouped into three sets:
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! 1) Fully implemented methods: some methods such as get_nrows or
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! set_nrows can be fully implemented at this level.
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! 2) Partially implemented methods: Some methods have an
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! implementation that is split between this level and the leaf
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! level. For example, the matrix transposition can be partially
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! done at this level (swapping of the rows and columns dimensions)
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! but it has to be completed by a method defined at the leaf level
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! (for actually transposing the row and column indices).
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! 3) Other methods: There are a number of methods that are defined
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! (i.e their interface is defined) but not implemented at this
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! level. This methods will be overwritten at the leaf level with
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! an actual implementation. If it is not the case, the method
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! defined at this level will raise an error. These methods are
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! defined in the serial/f03/psb_base_mat_impl.f03 file
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module psb_base_mat_mod
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use psb_const_mod
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use psi_serial_mod
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!
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! type psb_base_sparse_mat: the basic data about your matrix
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! This class is extended twice, to provide the various
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! data variations S/D/C/Z and to implement the actual
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! storage formats. The grandchild classes are then
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! encapsulated to implement the STATE design pattern.
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! We have an ambiguity in that the inner class has a
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! "state" variable; we hope the context will make it clear.
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!
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! M: number of rows
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! N: number of columns
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! STATE: null: pristine
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! build: it's being filled with entries
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! assembled: ready to use in computations
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! update: accepts coefficients but only
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! in already existing entries
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! The transitions among the states are detailed in
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! psb_T_mat_mod
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!
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! TRIANGLE: is it triangular?
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! UPPER: If it is triangular, is it upper (otherwise lower)?
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! UNITD: If it is triangular, is the diagonal assumed to
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! be unitary and not stored explicitly?
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! SORTED: are the entries guaranteed to be sorted?
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!
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! DUPLICATE: How duplicate entries are to be handled when
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! transitioning from the BUILD to the ASSEMBLED state.
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! While many formats would allow for duplicate
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! entries, it is much better to constrain the matrices
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! NOT to have duplicate entries, except while in the
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! BUILD state; in our overall design, only COO matrices
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! can ever be in the BUILD state, hence all other formats
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! cannot have duplicate entries.
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!
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type :: psb_base_sparse_mat
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integer, private :: m, n
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integer, private :: state, duplicate
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logical, private :: triangle, upper, unitd, sorted
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contains
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! == = =================================
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!
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! Getters
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!
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!
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! == = =================================
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procedure, pass(a) :: get_nrows => psb_base_get_nrows
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procedure, pass(a) :: get_ncols => psb_base_get_ncols
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procedure, pass(a) :: get_nzeros => psb_base_get_nzeros
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procedure, pass(a) :: get_nz_row => psb_base_get_nz_row
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procedure, pass(a) :: get_size => psb_base_get_size
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procedure, pass(a) :: get_state => psb_base_get_state
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procedure, pass(a) :: get_dupl => psb_base_get_dupl
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procedure, nopass :: get_fmt => psb_base_get_fmt
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procedure, pass(a) :: is_null => psb_base_is_null
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procedure, pass(a) :: is_bld => psb_base_is_bld
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procedure, pass(a) :: is_upd => psb_base_is_upd
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procedure, pass(a) :: is_asb => psb_base_is_asb
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procedure, pass(a) :: is_sorted => psb_base_is_sorted
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procedure, pass(a) :: is_upper => psb_base_is_upper
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procedure, pass(a) :: is_lower => psb_base_is_lower
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procedure, pass(a) :: is_triangle => psb_base_is_triangle
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procedure, pass(a) :: is_unit => psb_base_is_unit
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! == = =================================
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!
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! Setters
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!
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! == = =================================
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procedure, pass(a) :: set_nrows => psb_base_set_nrows
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procedure, pass(a) :: set_ncols => psb_base_set_ncols
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procedure, pass(a) :: set_dupl => psb_base_set_dupl
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procedure, pass(a) :: set_state => psb_base_set_state
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procedure, pass(a) :: set_null => psb_base_set_null
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procedure, pass(a) :: set_bld => psb_base_set_bld
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procedure, pass(a) :: set_upd => psb_base_set_upd
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procedure, pass(a) :: set_asb => psb_base_set_asb
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procedure, pass(a) :: set_sorted => psb_base_set_sorted
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procedure, pass(a) :: set_upper => psb_base_set_upper
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procedure, pass(a) :: set_lower => psb_base_set_lower
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procedure, pass(a) :: set_triangle => psb_base_set_triangle
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procedure, pass(a) :: set_unit => psb_base_set_unit
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! == = =================================
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!
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! Data management
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!
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! == = =================================
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procedure, pass(a) :: get_neigh => psb_base_get_neigh
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procedure, pass(a) :: free => psb_base_free
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procedure, pass(a) :: trim => psb_base_trim
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procedure, pass(a) :: reinit => psb_base_reinit
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procedure, pass(a) :: allocate_mnnz => psb_base_allocate_mnnz
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procedure, pass(a) :: reallocate_nz => psb_base_reallocate_nz
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generic, public :: allocate => allocate_mnnz
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generic, public :: reallocate => reallocate_nz
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procedure, pass(a) :: csgetptn => psb_base_csgetptn
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generic, public :: csget => csgetptn
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procedure, pass(a) :: print => psb_base_sparse_print
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procedure, pass(a) :: sizeof => psb_base_sizeof
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procedure, pass(a) :: psb_base_cp_from
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generic, public :: cp_from => psb_base_cp_from
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procedure, pass(a) :: psb_base_mv_from
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generic, public :: mv_from => psb_base_mv_from
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procedure, pass(a) :: transp_1mat => psb_base_transp_1mat
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procedure, pass(a) :: transp_2mat => psb_base_transp_2mat
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generic, public :: transp => transp_1mat, transp_2mat
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procedure, pass(a) :: transc_1mat => psb_base_transc_1mat
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procedure, pass(a) :: transc_2mat => psb_base_transc_2mat
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generic, public :: transc => transc_1mat, transc_2mat
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end type psb_base_sparse_mat
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interface
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function psb_base_get_nz_row(idx,a) result(res)
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import :: psb_base_sparse_mat, psb_long_int_k_
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integer, intent(in) :: idx
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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end function psb_base_get_nz_row
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end interface
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interface
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function psb_base_get_nzeros(a) result(res)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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end function psb_base_get_nzeros
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end interface
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interface
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function psb_base_get_size(a) result(res)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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end function psb_base_get_size
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end interface
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interface
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subroutine psb_base_reinit(a,clear)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(inout) :: a
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logical, intent(in), optional :: clear
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end subroutine psb_base_reinit
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end interface
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interface
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subroutine psb_base_sparse_print(iout,a,iv,eirs,eics,head,ivr,ivc)
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import :: psb_base_sparse_mat, psb_long_int_k_
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integer, intent(in) :: iout
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class(psb_base_sparse_mat), intent(in) :: a
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integer, intent(in), optional :: iv(:)
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integer, intent(in), optional :: eirs,eics
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character(len=*), optional :: head
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integer, intent(in), optional :: ivr(:), ivc(:)
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end subroutine psb_base_sparse_print
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end interface
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interface
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subroutine psb_base_csgetptn(imin,imax,a,nz,ia,ja,info,&
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& jmin,jmax,iren,append,nzin,rscale,cscale)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(in) :: a
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integer, intent(in) :: imin,imax
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integer, intent(out) :: nz
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integer, allocatable, intent(inout) :: ia(:), ja(:)
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integer,intent(out) :: info
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logical, intent(in), optional :: append
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integer, intent(in), optional :: iren(:)
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integer, intent(in), optional :: jmin,jmax, nzin
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logical, intent(in), optional :: rscale,cscale
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end subroutine psb_base_csgetptn
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end interface
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interface
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subroutine psb_base_get_neigh(a,idx,neigh,n,info,lev)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(in) :: a
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integer, intent(in) :: idx
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integer, intent(out) :: n
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integer, allocatable, intent(out) :: neigh(:)
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integer, intent(out) :: info
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integer, optional, intent(in) :: lev
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end subroutine psb_base_get_neigh
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end interface
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interface
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subroutine psb_base_allocate_mnnz(m,n,a,nz)
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import :: psb_base_sparse_mat, psb_long_int_k_
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integer, intent(in) :: m,n
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class(psb_base_sparse_mat), intent(inout) :: a
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integer, intent(in), optional :: nz
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end subroutine psb_base_allocate_mnnz
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end interface
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interface
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subroutine psb_base_reallocate_nz(nz,a)
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import :: psb_base_sparse_mat, psb_long_int_k_
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integer, intent(in) :: nz
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class(psb_base_sparse_mat), intent(inout) :: a
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end subroutine psb_base_reallocate_nz
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end interface
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interface
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subroutine psb_base_free(a)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(inout) :: a
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end subroutine psb_base_free
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end interface
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interface
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subroutine psb_base_trim(a)
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import :: psb_base_sparse_mat, psb_long_int_k_
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class(psb_base_sparse_mat), intent(inout) :: a
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end subroutine psb_base_trim
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end interface
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contains
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function psb_base_sizeof(a) result(res)
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implicit none
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class(psb_base_sparse_mat), intent(in) :: a
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integer(psb_long_int_k_) :: res
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res = 8
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end function psb_base_sizeof
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function psb_base_get_fmt() result(res)
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implicit none
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character(len=5) :: res
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res = 'NULL'
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end function psb_base_get_fmt
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function psb_base_get_dupl(a) result(res)
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implicit none
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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res = a%duplicate
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end function psb_base_get_dupl
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function psb_base_get_state(a) result(res)
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implicit none
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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res = a%state
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end function psb_base_get_state
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function psb_base_get_nrows(a) result(res)
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implicit none
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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res = a%m
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end function psb_base_get_nrows
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function psb_base_get_ncols(a) result(res)
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implicit none
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class(psb_base_sparse_mat), intent(in) :: a
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integer :: res
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res = a%n
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end function psb_base_get_ncols
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subroutine psb_base_set_nrows(m,a)
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implicit none
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class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
integer, intent(in) :: m
|
|
|
|
a%m = m
|
|
|
|
end subroutine psb_base_set_nrows
|
|
|
|
|
|
|
|
subroutine psb_base_set_ncols(n,a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
integer, intent(in) :: n
|
|
|
|
a%n = n
|
|
|
|
end subroutine psb_base_set_ncols
|
|
|
|
|
|
|
|
|
|
|
|
subroutine psb_base_set_state(n,a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
integer, intent(in) :: n
|
|
|
|
a%state = n
|
|
|
|
end subroutine psb_base_set_state
|
|
|
|
|
|
|
|
|
|
|
|
subroutine psb_base_set_dupl(n,a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
integer, intent(in) :: n
|
|
|
|
a%duplicate = n
|
|
|
|
end subroutine psb_base_set_dupl
|
|
|
|
|
|
|
|
subroutine psb_base_set_null(a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
|
|
|
|
a%state = psb_spmat_null_
|
|
|
|
end subroutine psb_base_set_null
|
|
|
|
|
|
|
|
subroutine psb_base_set_bld(a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
|
|
|
|
a%state = psb_spmat_bld_
|
|
|
|
end subroutine psb_base_set_bld
|
|
|
|
|
|
|
|
subroutine psb_base_set_upd(a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
|
|
|
|
a%state = psb_spmat_upd_
|
|
|
|
end subroutine psb_base_set_upd
|
|
|
|
|
|
|
|
subroutine psb_base_set_asb(a)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
|
|
|
|
a%state = psb_spmat_asb_
|
|
|
|
end subroutine psb_base_set_asb
|
|
|
|
|
|
|
|
subroutine psb_base_set_sorted(a,val)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
logical, intent(in), optional :: val
|
|
|
|
|
|
|
|
if (present(val)) then
|
|
|
|
a%sorted = val
|
|
|
|
else
|
|
|
|
a%sorted = .true.
|
|
|
|
end if
|
|
|
|
end subroutine psb_base_set_sorted
|
|
|
|
|
|
|
|
subroutine psb_base_set_triangle(a,val)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
logical, intent(in), optional :: val
|
|
|
|
|
|
|
|
if (present(val)) then
|
|
|
|
a%triangle = val
|
|
|
|
else
|
|
|
|
a%triangle = .true.
|
|
|
|
end if
|
|
|
|
end subroutine psb_base_set_triangle
|
|
|
|
|
|
|
|
subroutine psb_base_set_unit(a,val)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
logical, intent(in), optional :: val
|
|
|
|
|
|
|
|
if (present(val)) then
|
|
|
|
a%unitd = val
|
|
|
|
else
|
|
|
|
a%unitd = .true.
|
|
|
|
end if
|
|
|
|
end subroutine psb_base_set_unit
|
|
|
|
|
|
|
|
subroutine psb_base_set_lower(a,val)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
logical, intent(in), optional :: val
|
|
|
|
|
|
|
|
if (present(val)) then
|
|
|
|
a%upper = .not.val
|
|
|
|
else
|
|
|
|
a%upper = .false.
|
|
|
|
end if
|
|
|
|
end subroutine psb_base_set_lower
|
|
|
|
|
|
|
|
subroutine psb_base_set_upper(a,val)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
logical, intent(in), optional :: val
|
|
|
|
|
|
|
|
if (present(val)) then
|
|
|
|
a%upper = val
|
|
|
|
else
|
|
|
|
a%upper = .true.
|
|
|
|
end if
|
|
|
|
end subroutine psb_base_set_upper
|
|
|
|
|
|
|
|
function psb_base_is_triangle(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = a%triangle
|
|
|
|
end function psb_base_is_triangle
|
|
|
|
|
|
|
|
function psb_base_is_unit(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = a%unitd
|
|
|
|
end function psb_base_is_unit
|
|
|
|
|
|
|
|
function psb_base_is_upper(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = a%upper
|
|
|
|
end function psb_base_is_upper
|
|
|
|
|
|
|
|
function psb_base_is_lower(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = .not.a%upper
|
|
|
|
end function psb_base_is_lower
|
|
|
|
|
|
|
|
function psb_base_is_null(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = (a%state == psb_spmat_null_)
|
|
|
|
end function psb_base_is_null
|
|
|
|
|
|
|
|
function psb_base_is_bld(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = (a%state == psb_spmat_bld_)
|
|
|
|
end function psb_base_is_bld
|
|
|
|
|
|
|
|
function psb_base_is_upd(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = (a%state == psb_spmat_upd_)
|
|
|
|
end function psb_base_is_upd
|
|
|
|
|
|
|
|
function psb_base_is_asb(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = (a%state == psb_spmat_asb_)
|
|
|
|
end function psb_base_is_asb
|
|
|
|
|
|
|
|
function psb_base_is_sorted(a) result(res)
|
|
|
|
implicit none
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
logical :: res
|
|
|
|
res = a%sorted
|
|
|
|
end function psb_base_is_sorted
|
|
|
|
|
|
|
|
subroutine psb_base_mv_from(a,b)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(out) :: a
|
|
|
|
type(psb_base_sparse_mat), intent(inout) :: b
|
|
|
|
|
|
|
|
a%m = b%m
|
|
|
|
a%n = b%n
|
|
|
|
a%state = b%state
|
|
|
|
a%duplicate = b%duplicate
|
|
|
|
a%triangle = b%triangle
|
|
|
|
a%unitd = b%unitd
|
|
|
|
a%upper = b%upper
|
|
|
|
a%sorted = b%sorted
|
|
|
|
|
|
|
|
end subroutine psb_base_mv_from
|
|
|
|
|
|
|
|
subroutine psb_base_cp_from(a,b)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(out) :: a
|
|
|
|
type(psb_base_sparse_mat), intent(in) :: b
|
|
|
|
|
|
|
|
a%m = b%m
|
|
|
|
a%n = b%n
|
|
|
|
a%state = b%state
|
|
|
|
a%duplicate = b%duplicate
|
|
|
|
a%triangle = b%triangle
|
|
|
|
a%unitd = b%unitd
|
|
|
|
a%upper = b%upper
|
|
|
|
a%sorted = b%sorted
|
|
|
|
|
|
|
|
end subroutine psb_base_cp_from
|
|
|
|
|
|
|
|
subroutine psb_base_transp_2mat(a,b)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
class(psb_base_sparse_mat), intent(out) :: b
|
|
|
|
|
|
|
|
b%m = a%n
|
|
|
|
b%n = a%m
|
|
|
|
b%state = a%state
|
|
|
|
b%duplicate = a%duplicate
|
|
|
|
b%triangle = a%triangle
|
|
|
|
b%unitd = a%unitd
|
|
|
|
b%upper = .not.a%upper
|
|
|
|
b%sorted = .false.
|
|
|
|
|
|
|
|
end subroutine psb_base_transp_2mat
|
|
|
|
|
|
|
|
subroutine psb_base_transc_2mat(a,b)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(in) :: a
|
|
|
|
class(psb_base_sparse_mat), intent(out) :: b
|
|
|
|
|
|
|
|
|
|
|
|
b%m = a%n
|
|
|
|
b%n = a%m
|
|
|
|
b%state = a%state
|
|
|
|
b%duplicate = a%duplicate
|
|
|
|
b%triangle = a%triangle
|
|
|
|
b%unitd = a%unitd
|
|
|
|
b%upper = .not.a%upper
|
|
|
|
b%sorted = .false.
|
|
|
|
|
|
|
|
end subroutine psb_base_transc_2mat
|
|
|
|
|
|
|
|
subroutine psb_base_transp_1mat(a)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
integer :: itmp
|
|
|
|
|
|
|
|
itmp = a%m
|
|
|
|
a%m = a%n
|
|
|
|
a%n = itmp
|
|
|
|
a%state = a%state
|
|
|
|
a%duplicate = a%duplicate
|
|
|
|
a%triangle = a%triangle
|
|
|
|
a%unitd = a%unitd
|
|
|
|
a%upper = .not.a%upper
|
|
|
|
a%sorted = .false.
|
|
|
|
|
|
|
|
end subroutine psb_base_transp_1mat
|
|
|
|
|
|
|
|
subroutine psb_base_transc_1mat(a)
|
|
|
|
implicit none
|
|
|
|
|
|
|
|
class(psb_base_sparse_mat), intent(inout) :: a
|
|
|
|
|
|
|
|
call a%transp()
|
|
|
|
end subroutine psb_base_transc_1mat
|
|
|
|
|
|
|
|
|
|
|
|
end module psb_base_mat_mod
|
|
|
|
|