ordering function in Fortran - list

Is there a Fortran library which has an implementation of an ordering function, i.e., a function ordering(list) (like Ordering[] in Mathematica) which gives the positions in list at which each successive element of the sorted list appears?
I can implement it but I don't want to reinvent the wheel (and my wheel could be far from perfect...). Since it is so basic I was searching for a lib containing such list operations but failed to find one.
Do you have any suggestions?

Since I had this already implemented a long time ago (which relies on and borrows heavily from the Numerical Recipes book of Bill Press et al), here is a self-contained implementation of it in Fortran:
module index_mod
use, intrinsic :: iso_fortran_env, only: IK=>int32, RK=>real64
implicit none
contains
subroutine indexArrayReal(n,Array,Index)
implicit none
integer(IK), intent(in) :: n
real(RK) , intent(in) :: Array(n)
integer(IK), intent(out) :: Index(n)
integer(IK), parameter :: nn=15, nstack=50
integer(IK) :: k,i,j,indext,jstack,l,r
integer(IK) :: istack(nstack)
real(RK) :: a
do j = 1,n
Index(j) = j
end do
jstack=0
l=1
r=n
do
if (r-l < nn) then
do j=l+1,r
indext=Index(j)
a=Array(indext)
do i=j-1,l,-1
if (Array(Index(i)) <= a) exit
Index(i+1)=Index(i)
end do
Index(i+1)=indext
end do
if (jstack == 0) return
r=istack(jstack)
l=istack(jstack-1)
jstack=jstack-2
else
k=(l+r)/2
call swap(Index(k),Index(l+1))
call exchangeIndex(Index(l),Index(r))
call exchangeIndex(Index(l+1),Index(r))
call exchangeIndex(Index(l),Index(l+1))
i=l+1
j=r
indext=Index(l+1)
a=Array(indext)
do
do
i=i+1
if (Array(Index(i)) >= a) exit
end do
do
j=j-1
if (Array(Index(j)) <= a) exit
end do
if (j < i) exit
call swap(Index(i),Index(j))
end do
Index(l+1)=Index(j)
Index(j)=indext
jstack=jstack+2
if (jstack > nstack) then
write(*,*) 'NSTACK too small in indexArrayReal()' ! xxx
error stop
end if
if (r-i+1 >= j-l) then
istack(jstack)=r
istack(jstack-1)=i
r=j-1
else
istack(jstack)=j-1
istack(jstack-1)=l
l=i
end if
end if
end do
contains
subroutine exchangeIndex(i,j)
integer(IK), intent(inout) :: i,j
integer(IK) :: swp
if (Array(j) < Array(i)) then
swp=i
i=j
j=swp
end if
end subroutine exchangeIndex
pure elemental subroutine swap(a,b)
implicit none
integer(IK), intent(inout) :: a,b
integer(IK) :: dum
dum=a
a=b
b=dum
end subroutine swap
end subroutine indexArrayReal
end module Index_mod
program Index_prog
use Index_mod, only: IK, RK, indexArrayReal
implicit none
integer(IK), parameter :: n = 5
integer(IK) :: Index(n)
real(RK) :: Array(n) = [ 1.,3.,4.,2.,-1. ]
call indexArrayReal(n,Array,Index)
write(*,*) "Index: ", Index
write(*,*) "Array(Index): ", Array(Index)
end program Index_prog
Compiled with GFortran 2008, here is the output:
$gfortran -std=f2008 *.f95 -o main
$main
Index: 5 1 4 2 3
Array(Index): -1.0000000000000000 1.0000000000000000 2.0000000000000000 3.0000000000000000 4.0000000000000000
The above routine was for sorting real-valued arrays. To sort integer arrays, simply change real(RK) :: Array(n) in the interface of subroutine indexArrayReal() to integer(IK) :: Array(n).

Related

Fortran operator overloading for complex number matrix type

How can overload operator(+) and assigment(-) for my class?
the compiler shows me the following message
Error: Component to the right of a part reference with nonzero rank must not have the ALLOCATABLE
attribute at (1).
For the assigment(=), I have no idea how to do it.
For c ++ it was easier. Return pointner this
function zmat_zmat_add(zmatrix1,zmatrix2) result(res_zmat_zmat)
type(zmatrix_type), dimension(:,:), intent(in) :: zmatrix1
type(zmatrix_type), dimension(:,:), intent(in) :: zmatrix2
type(zmatrix_type) :: res_zmat_zmat
integer :: rows
integer :: i,j ! liczniki pętli
rows=3
do i=1, rows
do j=1, rows
res_zmat_zmat%zmatrix_data(i,j)%realis= &
zmatrix1%zmatrix_data(i,j)%realis + zmatrix2%zmatrix_data(i,j)%realis
res_zmat_zmat%zmatrix_data(i,j)%imaginalis = &
zmatrix1%zmatrix_data(i,j)%imaginalis + &
zmatrix2%zmatrix_data(i,j)%imaginalis
enddo
enddo
end function zmat_zmat_add
rest code
module zmatrix_module
implicit none
type, public :: zcomplex_type
real :: realis
real :: imaginalis
end type zcomplex_type
type, extends(zcomplex_type), public :: zmatrix_type
type(zcomplex_type), dimension(:,:), allocatable, public :: zmatrix_data
end type zmatrix_type
public :: zmatrix_allocate
public :: zmatrix_free
public :: zmatrix_set
public :: zmatrix_print
interface operator(+)
procedure zzadd
procedure zmat_zmat_add
end interface
contains
function zzadd(z1,z2) result(res)
type(zcomplex_type), intent(in) :: z1
type(zcomplex_type), intent(in) :: z2
type(zcomplex_type) :: res
res%realis=z1%realis+z2%realis
res%imaginalis= z1%imaginalis +z2%imaginalis
end function zzadd
function zmat_zmat_add(zmatrix1,zmatrix2) result(res_zmat_zmat)
type(zmatrix_type), dimension(:,:), intent(in) :: zmatrix1
type(zmatrix_type), dimension(:,:), intent(in) :: zmatrix2
type(zmatrix_type) :: res_zmat_zmat
integer :: rows
integer :: i,j
rows=3
do i=1, rows
do j=1, rows
res_zmat_zmat%zmatrix_data(i,j)%realis= &
zmatrix1%zmatrix_data(i,j)%realis + zmatrix2%zmatrix_data(i,j)%realis
res_zmat_zmat%zmatrix_data(i,j)%imaginalis = &
zmatrix1%zmatrix_data(i,j)%imaginalis + &
zmatrix2%zmatrix_data(i,j)%imaginalis
enddo
enddo
end function zmat_zmat_add
subroutine zmatrix_allocate(zarray,rows)
type(zmatrix_type), intent(out) :: zarray
integer, intent(in) :: rows
allocate(zarray%zmatrix_data(1:rows, 1:rows))
end subroutine zmatrix_allocate
subroutine zmatrix_free(zarray)
type(zmatrix_type), intent(inout) :: zarray
deallocate(zarray%zmatrix_data)
end subroutine zmatrix_free
subroutine zmatrix_set(zarray, rows, re_values, im_values)
type(zmatrix_type), intent(inout) :: zarray
integer, intent(in) :: rows
real, intent(in) :: re_values, im_values
integer :: i,j
do i=1, rows
do j=1, rows
zarray%zmatrix_data(i,j)%realis = re_values
zarray%zmatrix_data(i,j)%imaginalis = im_values
enddo
enddo
end subroutine zmatrix_set
subroutine zmatrix_print(array,rows)
type(zmatrix_type), intent(in) :: array
integer, intent(in) :: rows
integer i,j
do i=1, rows
write(*,*) (array%zmatrix_data(i,j), j=1, rows)
enddo
write(*,*)
end subroutine zmatrix_print
end module zmatrix_module
Program main
use zmatrix_module
implicit none
type(zmatrix_type) :: mat1
type(zmatrix_type) :: mat2
type(zmatrix_type) :: mat3
type(zcomplex_type) :: z1
type(zcomplex_type) :: z2
type(zcomplex_type) :: z3
integer :: rows
rows=2
print *, " AAAAAAA"
call zmatrix_allocate(mat1,rows)
call zmatrix_set(mat1,rows,10.0,8.0)
call zmatrix_print(mat1,rows)
print *, "BBBBBBBB"
call zmatrix_allocate(mat2,rows)
call zmatrix_set(mat2,rows,1.0,2.0)
call zmatrix_print(mat2,rows)
print *, "CCCCCC"
call zmatrix_allocate(mat3,rows)
mat3=zmat_zmat_add(mat1,mat2)
mat3=mat1+mat2
call zmatrix_print(mat3,rows)
call zmatrix_free(mat1)
call zmatrix_free(mat2)
call zmatrix_free(mat3)
End Program main
The comments point out the immediate problem - you don't need the dimension attribute in the zmat_zmat_add routine - you are adding a single matrix to another matrix, not an array of matrix to another array of matrices. Thus you have a scalar of the appropriate type for each dummy argument.
However as the actual question indicates there is a second problem, how to allocate the result array for zmat_zmat_add. Well, you make the result allocatable and allocate it! I've shown in the first code below the most direct way to solve the problems you are showing. However the code you have written reads a bit like writing C++ as Fortran. This is not the best way to solve this problem, and so I have provided a second solution which is a much more Fortran way of doing things. This is below the first code. Anyway here the quick and dirty fix to your code:
ijb#ijb-Latitude-5410:~/work/stack$ cat zm1.f90
module zmatrix_module
implicit none
type, public :: zcomplex_type
real :: realis
real :: imaginalis
end type zcomplex_type
type, extends(zcomplex_type), public :: zmatrix_type
type(zcomplex_type), dimension(:,:), allocatable, public :: zmatrix_data
end type zmatrix_type
public :: zmatrix_allocate
public :: zmatrix_free
public :: zmatrix_set
public :: zmatrix_print
interface operator(+)
procedure zzadd
procedure zmat_zmat_add
end interface
contains
function zzadd(z1,z2) result(res)
type(zcomplex_type), intent(in) :: z1
type(zcomplex_type), intent(in) :: z2
type(zcomplex_type) :: res
res%realis=z1%realis+z2%realis
res%imaginalis= z1%imaginalis +z2%imaginalis
end function zzadd
function zmat_zmat_add(zmatrix1,zmatrix2) result(res_zmat_zmat)
type(zmatrix_type), intent(in) :: zmatrix1
type(zmatrix_type), intent(in) :: zmatrix2
type(zmatrix_type) :: res_zmat_zmat
integer :: cols, rows
integer :: i,j
rows = Size( zmatrix1%zmatrix_data, Dim = 1 )
cols = Size( zmatrix1%zmatrix_data, Dim = 2 )
Allocate( res_zmat_zmat%zmatrix_data( 1:rows, 1:cols ) )
do i=1, rows
do j=1, cols
res_zmat_zmat%zmatrix_data(i,j)%realis= &
zmatrix1%zmatrix_data(i,j)%realis + zmatrix2%zmatrix_data(i,j)%realis
res_zmat_zmat%zmatrix_data(i,j)%imaginalis = &
zmatrix1%zmatrix_data(i,j)%imaginalis + &
zmatrix2%zmatrix_data(i,j)%imaginalis
enddo
enddo
end function zmat_zmat_add
subroutine zmatrix_allocate(zarray,rows)
type(zmatrix_type), intent(out) :: zarray
integer, intent(in) :: rows
allocate(zarray%zmatrix_data(1:rows, 1:rows))
end subroutine zmatrix_allocate
subroutine zmatrix_free(zarray)
type(zmatrix_type), intent(inout) :: zarray
deallocate(zarray%zmatrix_data)
end subroutine zmatrix_free
subroutine zmatrix_set(zarray, rows, re_values, im_values)
type(zmatrix_type), intent(inout) :: zarray
integer, intent(in) :: rows
real, intent(in) :: re_values, im_values
integer :: i,j
do i=1, rows
do j=1, rows
zarray%zmatrix_data(i,j)%realis = re_values
zarray%zmatrix_data(i,j)%imaginalis = im_values
enddo
enddo
end subroutine zmatrix_set
subroutine zmatrix_print(array,rows)
type(zmatrix_type), intent(in) :: array
integer, intent(in) :: rows
integer i,j
do i=1, rows
write(*,*) (array%zmatrix_data(i,j), j=1, rows)
enddo
write(*,*)
end subroutine zmatrix_print
end module zmatrix_module
Program main
use zmatrix_module
implicit none
type(zmatrix_type) :: mat1
type(zmatrix_type) :: mat2
type(zmatrix_type) :: mat3
integer :: rows
rows=2
print *, " AAAAAAA"
call zmatrix_allocate(mat1,rows)
call zmatrix_set(mat1,rows,10.0,8.0)
call zmatrix_print(mat1,rows)
print *, "BBBBBBBB"
call zmatrix_allocate(mat2,rows)
call zmatrix_set(mat2,rows,1.0,2.0)
call zmatrix_print(mat2,rows)
print *, "CCCCCC"
call zmatrix_allocate(mat3,rows)
mat3=zmat_zmat_add(mat1,mat2)
mat3=mat1+mat2
call zmatrix_print(mat3,rows)
call zmatrix_free(mat1)
call zmatrix_free(mat2)
call zmatrix_free(mat3)
End Program main
ijb#ijb-Latitude-5410:~/work/stack$ gfortran --version
GNU Fortran (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0
Copyright (C) 2019 Free Software Foundation, Inc.
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
ijb#ijb-Latitude-5410:~/work/stack$ gfortran -std=f2018 -Wall -Wextra -fcheck=all -O -Wuse-without-only zm1.f90 -o zm1
zm1.f90:99:4:
99 | use zmatrix_module
| 1
Warning: USE statement at (1) has no ONLY qualifier [-Wuse-without-only]
ijb#ijb-Latitude-5410:~/work/stack$ ./zm1
AAAAAAA
10.0000000 8.00000000 10.0000000 8.00000000
10.0000000 8.00000000 10.0000000 8.00000000
BBBBBBBB
1.00000000 2.00000000 1.00000000 2.00000000
1.00000000 2.00000000 1.00000000 2.00000000
CCCCCC
11.0000000 10.0000000 11.0000000 10.0000000
11.0000000 10.0000000 11.0000000 10.0000000
ijb#ijb-Latitude-5410:~/work/stack$
As I say this is not a very "Fortran" way of solving this. Here is what I would do. Note
The intrinsic Complex data type
Array syntax to simplify the code
Allocation of allocatable arrays when they are the result of a calculation, again simplifying the code
Use of intrinsics to find properties of arrays rather than carrying around extra variables which contain duplicate information
Type bound procedures
(Not really only Fortran but use of private for encapsulation and to minimise name space pollution)
Quite probably others
Anyway here goes
Module zmatrix_module
Implicit None
Type, Public :: zmatrix_type
Private
Complex, Dimension(:,:), Allocatable, Private :: zmatrix_data
Contains
Procedure, Public :: allocate => zmatrix_allocate
Procedure, Public :: free => zmatrix_free
Procedure, Public :: set => zmatrix_set
Procedure, Public :: print => zmatrix_print
Generic , Public :: Operator( + ) => add
Procedure, Private :: add => zmat_zmat_add
End Type zmatrix_type
Private
Contains
Function zmat_zmat_add(zmatrix1,zmatrix2) Result(res_zmat_zmat)
Class(zmatrix_type), Intent(in) :: zmatrix1
Type (zmatrix_type), Intent(in) :: zmatrix2
Type (zmatrix_type) :: res_zmat_zmat
! Uses allocation on assignment
! Also use array syntax to simplify code
res_zmat_zmat%zmatrix_data = zmatrix1%zmatrix_data + zmatrix2%zmatrix_data
End Function zmat_zmat_add
Subroutine zmatrix_allocate(zarray,rows)
! Note Intent(out) ensures the array is deallocate on entry to the routine
Class(zmatrix_type), Intent(out) :: zarray
Integer, Intent(in) :: rows
Allocate(zarray%zmatrix_data(1:rows, 1:rows))
End Subroutine zmatrix_allocate
Subroutine zmatrix_free(zarray)
Class(zmatrix_type), Intent(inout) :: zarray
Deallocate(zarray%zmatrix_data)
End Subroutine zmatrix_free
Subroutine zmatrix_set(zarray, values )
Class(zmatrix_type), Intent(inout) :: zarray
Complex, Intent(in) :: values
zarray%zmatrix_data = values
End Subroutine zmatrix_set
Subroutine zmatrix_print(array)
Class(zmatrix_type), Intent(in) :: array
Integer :: i
! Don't need to carry around extra data, just ask the array its size
Do i=1, Size( array%zmatrix_data, Dim = 1 )
Write(*,*) array%zmatrix_data(i,:)
Enddo
Write(*,*)
End Subroutine zmatrix_print
End Module zmatrix_module
Program main
Use zmatrix_module, Only : zmatrix_type
Implicit None
Type( zmatrix_type ) :: mat1
Type( zmatrix_type ) :: mat2
Type( zmatrix_type ) :: mat3
Integer :: rows
rows=2
Print *, " AAAAAAA"
Call mat1%allocate( rows )
Call mat1%set( ( 10.0, 8.0 ) )
Call mat1%print()
Print *, "BBBBBBBB"
Call mat2%allocate( rows )
Call mat2%set( ( 1.0, 2.0 ) )
Call mat2%print()
Print *, "CCCCCC"
! Note mat3 gets auto-allocated as a result of the operation
mat3 = mat1 + mat2
Call mat3%print()
Call mat3%free()
Call mat2%free()
Call mat1%free()
End Program main
ijb#ijb-Latitude-5410:~/work/stack$ gfortran --version
GNU Fortran (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0
Copyright (C) 2019 Free Software Foundation, Inc.
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
ijb#ijb-Latitude-5410:~/work/stack$ gfortran -std=f2018 -Wall -Wextra -fcheck=all -O -Wuse-without-only zm2.f90 -o zm2
ijb#ijb-Latitude-5410:~/work/stack$ ./zm2
AAAAAAA
(10.0000000,8.00000000) (10.0000000,8.00000000)
(10.0000000,8.00000000) (10.0000000,8.00000000)
BBBBBBBB
(1.00000000,2.00000000) (1.00000000,2.00000000)
(1.00000000,2.00000000) (1.00000000,2.00000000)
CCCCCC
(11.0000000,10.0000000) (11.0000000,10.0000000)
(11.0000000,10.0000000) (11.0000000,10.0000000)
ijb#ijb-Latitude-5410:~/work/stack$
There is another way which would fit this nicely, namely parametrised derived types. But I have no experience here so I won't go into something I don't know.
#Ian Bush mentioned in his answer that another option is to use the feature called parameterized derived types.
I will show a sample implementation here using those type parameters. Here are some callouts, first:
With this you might reduce the need for allocatable variables, because you can specify the shape of your type-members at compile-time or runtime.
If you want to learn more about parameterized types, this article is a good starting point.
This was introduced in Fortran 2003. The availability of this feature depends on the compiler. Even some compilers that claim to be fully compliant with Fortran 2003 might fail to compile (for example, gfortran fails in several points of the following code).
Sample implementation:
module zmatrix_module
implicit none
private
! A parameterized-type is declared like this.
type, public :: zmatrix(rows)
! Delcare each parameter inside the type. In this case it is a len-type.
integer, len :: rows
private
! You can use a len-type parameter in initialization expressions.
complex :: data(rows, rows)
contains
! No need for `allocate` and `free` procedures anymore.
procedure, public :: set => zmat_set
procedure, public :: print => zmat_print
procedure :: add => zmat_add_zmat
generic, public :: operator(+) => add
end type
contains
function zmat_add_zmat(z1, z2) result(out)
class(zmatrix(*)), intent(in) :: z1
type(zmatrix(*)), intent(in) :: z2
! Match the len parameter of the output with the input.
type(zmatrix(z1%rows)) :: out
out%data = z1%data + z2%data
end
subroutine zmat_set(z, values)
class(zmatrix(*)), intent(inout) :: z
complex, intent(in) :: values
z%data = values
end
subroutine zmat_print(z)
class(zmatrix(*)), intent(in) :: z
integer :: i
! You can inquiry the type parameter with a syntax similar to structure field.
do i=1, z%rows
write(*,*) z%data(i,:)
end do
write(*,*)
end
end
Sample program using:
program main
use zmatrix_module, only : zmatrix
implicit None
integer, parameter :: rows = 2
! A constant or initialization expression are allowed as the len parameter.
type(zmatrix(rows)) :: mat1
type(zmatrix(rows)) :: mat2
! If you declare an allocatable, you might declare the len parameter as deferred.
type(zmatrix(:)), allocatable :: mat3(:)
call mat1%set((10.0, 8.0))
call mat2%set((1.0, 2.0))
! Note mat3 gets auto-allocated as a result of the operation.
mat3 = mat1 + mat2
! You can also allocate the object explicitly, or using a source/mold.
! allocate(zmatrix(2) :: mat3)
! allocate(mat3, source=mat1)
call mat3%print()
end

Calling a function or subroutine

I'm quite new to fortran, i'm trying to execute a function/subroutine but i'm getting an error Explicit interface required
This is my code:
function printmat(m)
integer, dimension(:,:) :: m
integer :: row,col
row = size(m,1)
col = size(m,2)
do k=1,row
print *, m(k,1:col)
enddo
end function printmat
program test
integer, dimension(5, 5) :: mat
integer :: i,j
do i=1,5
do j=1,5
mat(j,i) = real(i)/real(j)
enddo
enddo
call printmat(mat)
end program test
But when i execute it i get:
Error: Explicit interface required for 'printmat' at (1): assumed-shape argument
Any idea of what could it be? I tried wrapping it into a module, but when i use "use modulename" in the program it gives me an error (tries to read it from a file with the same name)
Wrap it into a module and make it a subroutine if you want to use it with CALL.
module printmat_module
contains
subroutine printmat(m)
integer, dimension(:,:) :: m
integer :: row,col
row = size(m,1)
col = size(m,2)
do k=1,row
print *, m(k,1:col)
enddo
end subroutine printmat
end module printmat_module
program test
use printmat_module
integer, dimension(5, 5) :: mat
integer :: i,j
do i=1,5
do j=1,5
mat(j,i) = real(i)/real(j)
enddo
enddo
call printmat(mat)
end program test
Alternatively you can just do what the compiler tells you and add an explicit interface to the program.
subroutine printmat(m)
integer, dimension(:,:) :: m
integer :: row,col
row = size(m,1)
col = size(m,2)
do k=1,row
print *, m(k,1:col)
enddo
end subroutine printmat
program test
interface
subroutine printmat(m)
integer, dimension(:,:) :: m
end subroutine printmat
end interface
integer, dimension(5, 5) :: mat
integer :: i,j
do i=1,5
do j=1,5
mat(j,i) = real(i)/real(j)
enddo
enddo
call printmat(mat)
end program test

How to call Numerical Recipes svdcmp from Julia

First of all, I know Julia does have an svd intrinsic function, but it does not exactly do what I need. Instead, svdcmp from Numerical Recipes does.
So, the subroutine is this:
MODULE nrtype
INTEGER, PARAMETER :: I4B = SELECTED_INT_KIND(9)
INTEGER, PARAMETER :: I2B = SELECTED_INT_KIND(4)
INTEGER, PARAMETER :: I1B = SELECTED_INT_KIND(2)
INTEGER, PARAMETER :: SP = KIND(1.0)
INTEGER, PARAMETER :: DP = KIND(1.0D0)
INTEGER, PARAMETER :: SPC = KIND((1.0,1.0))
INTEGER, PARAMETER :: DPC = KIND((1.0D0,1.0D0))
INTEGER, PARAMETER :: LGT = KIND(.true.)
REAL(SP), PARAMETER :: PI=3.141592653589793238462643383279502884197_sp
REAL(SP), PARAMETER :: PIO2=1.57079632679489661923132169163975144209858_sp
REAL(SP), PARAMETER :: TWOPI=6.283185307179586476925286766559005768394_sp
REAL(SP), PARAMETER :: SQRT2=1.41421356237309504880168872420969807856967_sp
REAL(SP), PARAMETER :: EULER=0.5772156649015328606065120900824024310422_sp
REAL(DP), PARAMETER :: PI_D=3.141592653589793238462643383279502884197_dp
REAL(DP), PARAMETER :: PIO2_D=1.57079632679489661923132169163975144209858_dp
REAL(DP), PARAMETER :: TWOPI_D=6.283185307179586476925286766559005768394_dp
TYPE sprs2_sp
INTEGER(I4B) :: n,len
REAL(SP), DIMENSION(:), POINTER :: val
INTEGER(I4B), DIMENSION(:), POINTER :: irow
INTEGER(I4B), DIMENSION(:), POINTER :: jcol
END TYPE sprs2_sp
TYPE sprs2_dp
INTEGER(I4B) :: n,len
REAL(DP), DIMENSION(:), POINTER :: val
INTEGER(I4B), DIMENSION(:), POINTER :: irow
INTEGER(I4B), DIMENSION(:), POINTER :: jcol
END TYPE sprs2_dp
END MODULE nrtype
MODULE nrutil
USE nrtype
IMPLICIT NONE
INTEGER(I4B), PARAMETER :: NPAR_ARTH=16,NPAR2_ARTH=8
INTEGER(I4B), PARAMETER :: NPAR_GEOP=4,NPAR2_GEOP=2
INTEGER(I4B), PARAMETER :: NPAR_CUMSUM=16
INTEGER(I4B), PARAMETER :: NPAR_CUMPROD=8
INTEGER(I4B), PARAMETER :: NPAR_POLY=8
INTEGER(I4B), PARAMETER :: NPAR_POLYTERM=8
INTERFACE assert_eq
MODULE PROCEDURE assert_eq2,assert_eq3,assert_eq4,assert_eqn
END INTERFACE
INTERFACE outerprod
MODULE PROCEDURE outerprod_r,outerprod_d
END INTERFACE
CONTAINS
FUNCTION assert_eq2(n1,n2,string)
CHARACTER(LEN=*), INTENT(IN) :: string
INTEGER, INTENT(IN) :: n1,n2
INTEGER :: assert_eq2
if (n1 == n2) then
assert_eq2=n1
else
write (*,*) 'nrerror: an assert_eq failed with this tag:', &
string
STOP 'program terminated by assert_eq2'
end if
END FUNCTION assert_eq2
!BL
FUNCTION assert_eq3(n1,n2,n3,string)
CHARACTER(LEN=*), INTENT(IN) :: string
INTEGER, INTENT(IN) :: n1,n2,n3
INTEGER :: assert_eq3
if (n1 == n2 .and. n2 == n3) then
assert_eq3=n1
else
write (*,*) 'nrerror: an assert_eq failed with this tag:', &
string
STOP 'program terminated by assert_eq3'
end if
END FUNCTION assert_eq3
!BL
FUNCTION assert_eq4(n1,n2,n3,n4,string)
CHARACTER(LEN=*), INTENT(IN) :: string
INTEGER, INTENT(IN) :: n1,n2,n3,n4
INTEGER :: assert_eq4
if (n1 == n2 .and. n2 == n3 .and. n3 == n4) then
assert_eq4=n1
else
write (*,*) 'nrerror: an assert_eq failed with this tag:', &
string
STOP 'program terminated by assert_eq4'
end if
END FUNCTION assert_eq4
!BL
FUNCTION assert_eqn(nn,string)
CHARACTER(LEN=*), INTENT(IN) :: string
INTEGER, DIMENSION(:), INTENT(IN) :: nn
INTEGER :: assert_eqn
if (all(nn(2:) == nn(1))) then
assert_eqn=nn(1)
else
write (*,*) 'nrerror: an assert_eq failed with this tag:', &
string
STOP 'program terminated by assert_eqn'
end if
END FUNCTION assert_eqn
!BL
SUBROUTINE nrerror(string)
CHARACTER(LEN=*), INTENT(IN) :: string
write (*,*) 'nrerror: ',string
STOP 'program terminated by nrerror'
END SUBROUTINE nrerror
!BL
FUNCTION outerprod_r(a,b)
REAL(SP), DIMENSION(:), INTENT(IN) :: a,b
REAL(SP), DIMENSION(size(a),size(b)) :: outerprod_r
outerprod_r = spread(a,dim=2,ncopies=size(b)) * &
spread(b,dim=1,ncopies=size(a))
END FUNCTION outerprod_r
!BL
FUNCTION outerprod_d(a,b)
REAL(DP), DIMENSION(:), INTENT(IN) :: a,b
REAL(DP), DIMENSION(size(a),size(b)) :: outerprod_d
outerprod_d = spread(a,dim=2,ncopies=size(b)) * &
spread(b,dim=1,ncopies=size(a))
END FUNCTION outerprod_d
!BL
END MODULE nrutil
MODULE nr
INTERFACE pythag
FUNCTION pythag_dp(a,b)
USE nrtype
REAL(DP), INTENT(IN) :: a,b
REAL(DP) :: pythag_dp
END FUNCTION pythag_dp
!BL
FUNCTION pythag_sp(a,b)
USE nrtype
REAL(SP), INTENT(IN) :: a,b
REAL(SP) :: pythag_sp
END FUNCTION pythag_sp
END INTERFACE
END MODULE nr
SUBROUTINE svdcmp_dp(a,w,v)
USE nrtype; USE nrutil, ONLY : assert_eq,nrerror,outerprod
USE nr, ONLY : pythag
IMPLICIT NONE
REAL(DP), DIMENSION(:,:), INTENT(INOUT) :: a
REAL(DP), DIMENSION(:), INTENT(OUT) :: w
REAL(DP), DIMENSION(:,:), INTENT(OUT) :: v
INTEGER(I4B) :: i,its,j,k,l,m,n,nm
REAL(DP) :: anorm,c,f,g,h,s,scale,x,y,z
REAL(DP), DIMENSION(size(a,1)) :: tempm
REAL(DP), DIMENSION(size(a,2)) :: rv1,tempn
m=size(a,1)
write(*,*)"size(a,1)= ",size(a,1)
write(*,*)"size(a,2)= ",size(a,2)
write(*,*)"size(v,1)= ",size(v,1)
write(*,*)"size(v,2)= ",size(v,2)
write(*,*)"size(w) = ",size(w)
n=assert_eq(size(a,2),size(v,1),size(v,2),size(w),'svdcmp_dp')
g=0.0
scale=0.0
do i=1,n
l=i+1
rv1(i)=scale*g
g=0.0
scale=0.0
if (i <= m) then
scale=sum(abs(a(i:m,i)))
if (scale /= 0.0) then
a(i:m,i)=a(i:m,i)/scale
s=dot_product(a(i:m,i),a(i:m,i))
f=a(i,i)
g=-sign(sqrt(s),f)
h=f*g-s
a(i,i)=f-g
tempn(l:n)=matmul(a(i:m,i),a(i:m,l:n))/h
a(i:m,l:n)=a(i:m,l:n)+outerprod(a(i:m,i),tempn(l:n))
a(i:m,i)=scale*a(i:m,i)
end if
end if
w(i)=scale*g
g=0.0
scale=0.0
if ((i <= m) .and. (i /= n)) then
scale=sum(abs(a(i,l:n)))
if (scale /= 0.0) then
a(i,l:n)=a(i,l:n)/scale
s=dot_product(a(i,l:n),a(i,l:n))
f=a(i,l)
g=-sign(sqrt(s),f)
h=f*g-s
a(i,l)=f-g
rv1(l:n)=a(i,l:n)/h
tempm(l:m)=matmul(a(l:m,l:n),a(i,l:n))
a(l:m,l:n)=a(l:m,l:n)+outerprod(tempm(l:m),rv1(l:n))
a(i,l:n)=scale*a(i,l:n)
end if
end if
end do
anorm=maxval(abs(w)+abs(rv1))
do i=n,1,-1
if (i < n) then
if (g /= 0.0) then
v(l:n,i)=(a(i,l:n)/a(i,l))/g
tempn(l:n)=matmul(a(i,l:n),v(l:n,l:n))
v(l:n,l:n)=v(l:n,l:n)+outerprod(v(l:n,i),tempn(l:n))
end if
v(i,l:n)=0.0
v(l:n,i)=0.0
end if
v(i,i)=1.0
g=rv1(i)
l=i
end do
do i=min(m,n),1,-1
l=i+1
g=w(i)
a(i,l:n)=0.0
if (g /= 0.0) then
g=1.0_dp/g
tempn(l:n)=(matmul(a(l:m,i),a(l:m,l:n))/a(i,i))*g
a(i:m,l:n)=a(i:m,l:n)+outerprod(a(i:m,i),tempn(l:n))
a(i:m,i)=a(i:m,i)*g
else
a(i:m,i)=0.0
end if
a(i,i)=a(i,i)+1.0_dp
end do
do k=n,1,-1
do its=1,30
do l=k,1,-1
nm=l-1
if ((abs(rv1(l))+anorm) == anorm) exit
if ((abs(w(nm))+anorm) == anorm) then
c=0.0
s=1.0
do i=l,k
f=s*rv1(i)
rv1(i)=c*rv1(i)
if ((abs(f)+anorm) == anorm) exit
g=w(i)
h=pythag(f,g)
w(i)=h
h=1.0_dp/h
c= (g*h)
s=-(f*h)
tempm(1:m)=a(1:m,nm)
a(1:m,nm)=a(1:m,nm)*c+a(1:m,i)*s
a(1:m,i)=-tempm(1:m)*s+a(1:m,i)*c
end do
exit
end if
end do
z=w(k)
if (l == k) then
if (z < 0.0) then
w(k)=-z
v(1:n,k)=-v(1:n,k)
end if
exit
end if
if (its == 30) call nrerror('svdcmp_dp: no convergence in svdcmp')
x=w(l)
nm=k-1
y=w(nm)
g=rv1(nm)
h=rv1(k)
f=((y-z)*(y+z)+(g-h)*(g+h))/(2.0_dp*h*y)
g=pythag(f,1.0_dp)
f=((x-z)*(x+z)+h*((y/(f+sign(g,f)))-h))/x
c=1.0
s=1.0
do j=l,nm
i=j+1
g=rv1(i)
y=w(i)
h=s*g
g=c*g
z=pythag(f,h)
rv1(j)=z
c=f/z
s=h/z
f= (x*c)+(g*s)
g=-(x*s)+(g*c)
h=y*s
y=y*c
tempn(1:n)=v(1:n,j)
v(1:n,j)=v(1:n,j)*c+v(1:n,i)*s
v(1:n,i)=-tempn(1:n)*s+v(1:n,i)*c
z=pythag(f,h)
w(j)=z
if (z /= 0.0) then
z=1.0_dp/z
c=f*z
s=h*z
end if
f= (c*g)+(s*y)
x=-(s*g)+(c*y)
tempm(1:m)=a(1:m,j)
a(1:m,j)=a(1:m,j)*c+a(1:m,i)*s
a(1:m,i)=-tempm(1:m)*s+a(1:m,i)*c
end do
rv1(l)=0.0
rv1(k)=f
w(k)=x
end do
end do
END SUBROUTINE svdcmp_dp
Note that I include only the portions of the modules that I need (just for this case). then, I compile this into a shared library like:
gfortran -shared -fPIC svdcmp_dp.f90 -o svdcmp_dp.so
so far, so good.
The next thing I do is in Julia:
julia> M=5
julia> a=rand(M,M) #just to see if it works
julia> v=zeros(M,M)
julia> w=zeros(M)
julia> t=ccall((:svdcmp_dp_, "./svdcmp_dp.so")
, Void
, ( Ref{Float64} # array a(mp,np)
, Ref{Float64} # array w
, Ref{Float64} # array v
)
,a,w,v)
and I get:
julia> t=ccall((:svdcmp_dp_, "./svdcmp_dp.so")
, Void
, ( Ref{Float64} # array a(mp,np)
, Ref{Float64} # array w
, Ref{Float64} # array v
)
,a,w,v)
size(a,1)= 0
size(a,2)= 0
size(v,1)= 1
size(v,2)= 1
size(w) = 1
nrerror: an assert_eq failed with this tag:svdcmp_dp
STOP program terminated by assert_eq4
So, actually, my calling is OK, but apparently, the size intrinsic from Fortran 90 is NOT returning what I would expect. I say this because the first line in svdcmp_dp.f90 is calling the function assert_eq4 and determine that the dimensions are not compatible. This is not supposed to happen as I chose a[5 X 5], w[5], v[5,5], right?
I search about size in F90, and find out this:
Description:
Determine the extent of ARRAY along a specified dimension DIM, or the total number of elements in ARRAY if DIM is absent.
Standard:
Fortran 95 and later, with KIND argument Fortran 2003 and later
Class:
Inquiry function
Syntax:
RESULT = SIZE(ARRAY[, DIM [, KIND]])
Arguments:
ARRAY Shall be an array of any type. If ARRAY is a pointer
it must be associated and allocatable arrays must be allocated.
DIM (Optional) shall be a scalar of type INTEGER and its value shall
be in the range from 1 to n, where n equals the rank of ARRAY.
KIND (Optional) An INTEGER initialization expression indicating the
kind parameter of the result.
So, my guess is that the problem is related with the allocable property of a,v & w. Or the pointer issue (zero experience with pointers!)
I have actually solve this issue by replacing the declarations from:
SUBROUTINE svdcmp_dp(a,w,v)
USE nrtype; USE nrutil, ONLY : assert_eq,nrerror,outerprod
USE nr, ONLY : pythag
IMPLICIT NONE
REAL(DP), DIMENSION(:,:), INTENT(INOUT) :: a
REAL(DP), DIMENSION(:), INTENT(OUT) :: w
REAL(DP), DIMENSION(:,:), INTENT(OUT) :: v
INTEGER(I4B) :: i,its,j,k,l,m,n,nm
REAL(DP) :: anorm,c,f,g,h,s,scale,x,y,z
REAL(DP), DIMENSION(size(a,1)) :: tempm
REAL(DP), DIMENSION(size(a,2)) :: rv1,tempn
m=size(a,1)
to :
SUBROUTINE svdcmp_dp(Ma,Na,a,w,v)
USE nrtype; USE nrutil, ONLY : assert_eq,nrerror,outerprod
USE nr, ONLY : pythag
IMPLICIT NONE
INTEGER(I4B) :: i,its,j,k,l,Ma,Na,m,n,nm
REAL(DP), DIMENSION(Ma,Na), INTENT(INOUT) :: a
REAL(DP), DIMENSION(Na), INTENT(INOUT) :: w
REAL(DP), DIMENSION(Na,Na), INTENT(INOUT) :: v
REAL(DP) :: anorm,c,f,g,h,s,scale,x,y,z
REAL(DP), DIMENSION(size(a,1)) :: tempm
REAL(DP), DIMENSION(size(a,2)) :: rv1,tempn
Note that the last one also incudes the dimentions of the input arrays!
PD:
Also, the code need the module(it was incomplete):
MODULE nr
INTERFACE pythag
MODULE PROCEDURE pythag_dp, pythag_sp
END INTERFACE
CONTAINS
FUNCTION pythag_dp(a,b)
USE nrtype
IMPLICIT NONE
REAL(DP), INTENT(IN) :: a,b
REAL(DP) :: pythag_dp
REAL(DP) :: absa,absb
absa=abs(a)
absb=abs(b)
if (absa > absb) then
pythag_dp=absa*sqrt(1.0_dp+(absb/absa)**2)
else
if (absb == 0.0) then
pythag_dp=0.0
else
pythag_dp=absb*sqrt(1.0_dp+(absa/absb)**2)
end if
end if
END FUNCTION pythag_dp
!BL
FUNCTION pythag_sp(a,b)
USE nrtype
IMPLICIT NONE
REAL(SP), INTENT(IN) :: a,b
REAL(SP) :: pythag_sp
REAL(SP) :: absa,absb
absa=abs(a)
absb=abs(b)
if (absa > absb) then
pythag_sp=absa*sqrt(1.0_sp+(absb/absa)**2)
else
if (absb == 0.0) then
pythag_sp=0.0
else
pythag_sp=absb*sqrt(1.0_sp+(absa/absb)**2)
end if
end if
END FUNCTION pythag_sp
END MODULE nr
to run it(first, compile as a library):
julia> Na = 10;
julia> Ma = 10;
julia> w = zeros(Na);
julia> v = zeros(Na,Na);
julia> a = rand(Ma,Na);
julia> t = ccall((:svdcmp_dp_, "./svdcmp_dp.so")
, Void
, ( Ref{Int64} # dim Ma
, Ref{Int64} # dim Na
, Ref{Float64} # array a(Ma,Na)
, Ref{Float64} # array w(Na)
, Ref{Float64} # array v(Na,Na)
)
,Ma,Na,a,w,v)
size(a,1)= 10
size(a,2)= 10
size(v,1)= 10
size(v,2)= 10
size(w) = 10
julia> a
10×10 Array{Float64,2}:
-0.345725 -0.152634 -0.308378 0.16358 -0.0320809 … -0.47387 0.429124 -0.45121
-0.262689 0.337605 -0.0870571 0.409442 -0.160302 -0.0551756 0.16718 0.612903
-0.269915 0.410518 -0.0546271 -0.251295 -0.465747 0.328763 -0.109375 -0.476041
-0.33862 -0.238028 0.3538 -0.110374 0.294611 0.052966 0.44796 -0.0296113
-0.327258 -0.432601 -0.250865 0.478916 -0.0284979 0.0839667 -0.557761 -0.0956028
-0.265429 -0.199584 -0.178273 -0.300575 -0.578186 … -0.0561654 0.164844 0.35431
-0.333577 0.588873 -0.0587738 0.213815 0.349599 0.0573156 0.00210332 -0.0764212
-0.358586 -0.246824 0.211746 0.0193308 0.0844788 0.64333 0.105043 0.0645999
-0.340235 0.0145761 -0.344321 -0.602982 0.422866 -0.15449 -0.309766 0.220315
-0.301303 0.051581 0.712463 -0.0297202 -0.162096 -0.458565 -0.360566 -0.00623828
julia> w
10-element Array{Float64,1}:
4.71084
1.47765
1.06096
0.911895
0.123196
0.235218
0.418629
0.611456
0.722386
0.688394
julia> v
10×10 Array{Float64,2}:
-0.252394 0.128972 -0.0839656 0.6905 … 0.357651 0.0759095 -0.0858018 -0.111576
-0.222082 -0.202181 -0.0485353 -0.217066 0.11651 -0.223779 0.780065 -0.288588
-0.237793 0.109989 0.473947 0.155364 0.0821913 -0.61879 0.119753 0.33927
-0.343341 -0.439985 -0.459649 -0.233768 0.0948844 -0.155143 -0.233945 0.53929
-0.24665 0.0670331 -0.108927 0.119793 -0.520865 0.454486 0.375191 0.226854
-0.194316 0.301428 0.236947 -0.118114 … -0.579563 -0.183961 -0.19942 0.0545692
-0.349481 -0.61546 0.475366 0.227209 -0.0975147 0.274104 -0.0994582 -0.0834197
-0.457956 0.349558 0.263727 -0.506634 0.418154 0.378996 -0.113577 -0.0262257
-0.451763 0.0283005 -0.328583 -0.0121005 -0.219985 -0.276867 -0.269783 -0.604697
-0.27929 0.373724 -0.288427 0.246083 0.0529508 0.0369404 0.197368 0.265678
cheers!

Is it possible to eliminate do loop

As we know, more recent versions of Fortran support array operations, which can eliminate many loops. So I was wondering if it would be possible to eliminate even the last remaining loop in following code snippet (as to make it a one-liner):
subroutine test(n,x,lambda)
integer, intent(in) :: n
real, dimension(:), intent(in) :: x
real, dimension(:), intent(out) :: lambda
real :: eps
integer :: i
do i=1,n
lambda(i) = product(x(i)-x, mask=(abs(x(i)-x) > epsilon(eps)))
enddo
end subroutine
Its intention is to calculate n lambda(i) values in which
lambda(i) = (x(i)-x(1))*(x(i)-x(2))*...*(x(i)-x(i-1)*(x(i)-x(i+1))*...*(x(i)-x(n))
OK, try this
lambda = product(max(spread(x, dim=1, ncopies=size(x)) - &
spread(x, dim=2, ncopies=size(x)), eps), dim=2)
That's a one-liner. It's also rather wasteful of memory and much less comprehensible than the original.
Have you tried it with an implied do-loop in the array creation? something like real, dimension(:), intent(out):: lambda =(/product(x(i)-x, mask=(abs(x(i)-x)>epsilon(eps))), i=1, n/) ... I am not sure about the syntax here, but something like that might work.
You might even be able to create the array without calling the subroutine and do it in your main program, if your x-array is available.
Hope it helps.
Yes, you can shorten this, product can use 2D arrays:
You would first need to set up a matrix of the differences:
do i=1,n
mat(:,i) = x(i) - x
enddo
or, as a one-liner:
forall ( i=1:n ) mat(:,i) = x(i) - x
Now you can do the product along the second dimension:
lambda = product(mat, dim=2, mask=(abs(mat) > epsilon(eps)))
Whole program:
program test
integer, parameter :: n = 3
real, dimension(n) :: x
real, dimension(n) :: lambda
real, dimension(n,n) :: mat
real :: eps = 1.
integer :: i
call random_number( x )
do i=1,n
lambda(i) = product(x(i)-x, mask=(abs(x(i)-x) > epsilon(eps)))
enddo
print *,lambda
forall ( i=1:n ) mat(:,i) = x(i) - x
lambda = product(mat, dim=2, mask=(abs(mat) > epsilon(eps)))
print *,lambda
end program

Passing different set of variables in a FORTRAN subroutine

I want to apply three different methods, selected with the value of an integer switch. The first method uses two integers, the second a real array and an integer and the third a real 2D array. In my current implementation, I allocate and pass as parameters all the above data (2 int + real_array + int + real_2array). I could also use a module, but it would be similar. I'm searching for a method to define only the data that my method will use (i.e. only the matrix for method 3) and nothing else. Any suggestions?
Edit:
I have made a simplified version of what I described above.
A part of the main program:
INTEGER :: m, imeth
REAL*8 :: x, y
REAL*8, DIMENSION(:), ALLOCATABLE :: uu, wc
REAL*8, DIMENSION(:,:), ALLOCATABLE :: BCH
imeth = 0
m = 64
ALLOCATE(uu(m), uu_(m), wc(m))
ALLOCATE(BCH(m,m))
if (imeth .EQ. 0) then
x = 1.0d0
y = 2.0d0
elseif (imeth .EQ. 1) then
!Assign values to wc
else
!Assign values to BCH
endif
call subr(m,x,y,uu,uu_,imeth,BCH,wc)
STOP
END
and a subroutine
SUBROUTINE subr(n,a,b,u,u_,imeth,DCH,ws)
IMPLICIT NONE
INTEGER, INTENT(IN) :: n, imeth
REAL*8, INTENT(IN) :: u(n), DCH(n,n), ws(n)
REAL*8, INTENT(OUT) :: u_(n)
INTEGER :: i
if (imeth .EQ. 0) then
u_ = -u_ * 0.5d0 / (a+b)
elseif (imeth .EQ. 1) then
u_ = -u / ws
else
u_ = matmul(DCH,u)
endif
RETURN
END SUBROUTINE subr
I want the main program to have a form like
imeth = 0
m = 64
ALLOCATE(uu(m), uu_(m))
if (imeth .EQ. 0) then
a = 1.0d0
b = 2.0d0
elseif (imeth .EQ. 1) then
ALLOCATE(wc(m))
!Assign values to wc
else
ALLOCATE(BCH(m,m))
!Assign values to BCH
endif
if (imeth .EQ. 0) then
call subrA(m,x,y,uu,uu_)
elseif (imeth .EQ. 1) then
call subrB(m,wc,uu,uu_)
else
call subrC(m,BCH,uu,uu_)
endif
EDIT: After OP added the code I think that using optional arguments in conjunction with the present intrinsic might be better suited for this task. The subroutine could then read
SUBROUTINE subr(n,u_,a,b,u,DCH,ws)
IMPLICIT NONE
INTEGER, INTENT(IN) :: n
REAL*8, INTENT(OUT) :: u_(n)
REAL*8, INTENT(IN),OPTIONAL :: a(n)
REAL*8, INTENT(IN),OPTIONAL :: b(n)
REAL*8, INTENT(IN),OPTIONAL :: u(n)
REAL*8, INTENT(IN),OPTIONAL :: DCH(n,n)
REAL*8, INTENT(IN),OPTIONAL :: ws(n)
INTEGER :: i
if ( present(a) .and. present(b) ) then
u_ = -u_ * 0.5d0 / (a+b)
elseif ( present(u) .and. present(ws) ) then
u_ = -u / ws
elseif ( present(wch) .and. present(u) ) then
u_ = matmul(DCH,u)
else
stop 'invalid combination'
endif
END SUBROUTINE subr
Here is the old answer as it still might be helpful:
Maybe you could try interfaces:
module interface_test
implicit none
interface method
module procedure method1
module procedure method2
module procedure method3
end interface
contains
subroutine method1(int1, int2)
implicit none
integer,intent(in) :: int1
integer,intent(out) :: int2
int2 = 2*int1
end subroutine
subroutine method2(int, realArray)
implicit none
integer,intent(in) :: int
real,intent(out) :: realArray(:)
realArray = real(2*int)
end subroutine
subroutine method3(realArray)
implicit none
real,intent(inout) :: realArray(:,:)
realArray = 2*realArray
end subroutine
end module
program test
use interface_test, only: method
implicit none
integer :: int1, int2
real :: arr1D(10)
real :: arr2D(10,10)
int1 = 1
call method(int1, int2)
print *, int2
call method(int1,arr1D)
print *, arr1D(1)
arr2D = 1.
call method(arr2D)
print *, arr2D(1,1)
end program