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152 changes: 152 additions & 0 deletions doc/specs/stdlib_linalg.md
Original file line number Diff line number Diff line change
Expand Up @@ -206,3 +206,155 @@ program demo_outer_product
!A = reshape([3., 6., 9., 4., 8., 12.], [3,2])
end program demo_outer_product
```

## `zeros/ones` - Create a `vector` or `matrix` of the given shape, filled completely with either `0` or `1` `integer [/real/complex]` type values

### Status

Experimental

### Class

Pure function.

### Description

`zeros` creates a `vector` or `matrix` of the given shape, filled completely with `0` `integer [/real/complex]` type values.
`ones` creates a `vector` or `matrix` of the given shape, filled completely with `1` `integer [/real/complex]` type values.

### Syntax

For vector:
`result = [[stdlib_linalg(module):zeros(interface)]](dim)`
`result = [[stdlib_linalg(module):ones(interface)]](dim)`

For matrix:
`result = [[stdlib_linalg(module):zeros(interface)]](dim1, dim2)`
`result = [[stdlib_linalg(module):ones(interface)]](dim1, dim2)`


### Arguments

`dim/dim1`: Shall be an `integer` type.
This is an `intent(in)` argument.

`dim2`: Shall be an `integer` type.
This is an `intent(in)` argument.

#### Note

Because of `huge(integer :: i) == 2147483647`, the dimensional maximum length of array created by the `zeros/ones` function is `2147483647`.

### Return value

Return a `vector` or `matrix` of the given shape, filled completely with either `0` or `1` `integer [/real/complex]` type values.

#### Warning

If the array that receives the return value of the `zeros/ones` function is of `real/complex` type, conversion from `integer` type to `real/complex` type will occur.

Just as `Fortran` is a strongly typed statically compiled language, be careful with the following statements:
```fortran
real :: A(:,:)

!> Be careful
A = ones(2,2)/2 !! A = 1/2 = 0.0

!> Recommend
A = ones(2,2)/2.0 !! A = 1/2.0 = 0.5
A = expand(0.5, 2,2)
```

### Example

```fortran
program demo
use stdlib_linalg, only: zeros, ones
implicit none
real, allocatable :: A(:,:)
integer :: iA(2)
compelx :: cA(2), cB(2,3)

A = zeros(2,2) !! [0.0,0.0; 0.0,0.0]
A = ones(4,4) !! [1.0,1.0,1.0,1.0; 1.0,1.0,1.0,1.0; 1.0,1.0,1.0,1.0; 1.0,1.0,1.0 1.0]
A = 2.0*ones(2,2) !! [2.0,2.0; 2.0,2.0]

iA = ones(2) !! [1,1]
cA = ones(2) !! [(1.0,0.0),(1.0,0.0)]
cA = (1.0,1.0)*ones(2) !! [(1.0,1.0),(1.0,1.0)]
cB = ones(2,3) !! [(1.0,0.0),(1.0,0.0),(1.0,0.0); (1.0,0.0),(1.0,0.0),(1.0,0.0)]

end program demo
```

## `expand` - Create a `vector` or `matrix` of the given shape, filled completely with `value` `integer/logical/real/complex/string_type` type values

### Status

Experimental

### Class

Pure function.

### Description

`expand` creates a `vector` or `matrix` of the given shape, filled completely with `value` `integer/logical/real/complex/string_type` type values.

### Syntax

For vector:
`result = [[stdlib_linalg(module):expand(interface)]](value, dim)`

For matrix:
`result = [[stdlib_linalg(module):expand(interface)]](value, dim1, dim2)`

### Arguments

`value`: Shall be an `integer/logical/real/complex/string_type` scalar.
This is an `intent(in)` argument.

`dim/dim1`: Shall be an `integer` scalar.
This is an `intent(in)` argument.

`dim2`: Shall be an `integer` scalar.
This is an `intent(in)` argument.

#### Note

Because of `huge(integer :: i) == 2147483647`, the dimensional maximum length of array created by the `expand` function is `2147483647`.

### Return value

Return a `vector` or `matrix` of the given shape, filled completely with `value` `integer/logical/real/complex/string_type` type values.

### Example

```fortran
program demo_linalg_expand_1
use stdlib_linalg, only: expand
implicit none
real, allocatable :: A(:,:)

A = expand(0,2,2) !! Same as zeros(2,2)
A = expand(1,2,1) !! Same as ones(4,4)
A = 2.0*expand(1, 2,2) !! [2.0,2.0; 2.0,2.0]
A = expand(1.0, 2) !! [1.0,1.0]

end program demo_linalg_expand_1
```

```fortran
program demo_linalg_expand_2
use stdlib_linalg, only: expand
use stdlib_string_type
implicit none

print *, expand(1, 2) !! [1,1]
print *, expand(1.0, 2) !! [1.0,1.0]
print *, expand((1.0,1.0), 2) !! [(1.0,1.0),(1.0,1.0)]
print *, expand(.false., 2) !! [F,F]
print *, expand(string_type("A"), 2) !! ["A","A"]

end program demo_linalg_expand_2
```
1 change: 1 addition & 0 deletions src/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@ set(fppFiles
stdlib_io.fypp
stdlib_linalg.fypp
stdlib_linalg_diag.fypp
stdlib_linalg_expand.fypp
stdlib_linalg_outer_product.fypp
stdlib_optval.fypp
stdlib_sorting.fypp
Expand Down
8 changes: 7 additions & 1 deletion src/Makefile.manual
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@ SRCFYPP =\
stdlib_io.fypp \
stdlib_linalg.fypp \
stdlib_linalg_diag.fypp \
stdlib_linalg_expand.fypp \
stdlib_linalg_outer_product.fypp \
stdlib_optval.fypp \
stdlib_quadrature.fypp \
Expand Down Expand Up @@ -81,10 +82,15 @@ stdlib_io.o: \
stdlib_optval.o \
stdlib_kinds.o
stdlib_linalg.o: \
stdlib_kinds.o
stdlib_kinds.o \
stdlib_string_type.o
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@zoziha zoziha Aug 11, 2021

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Sorry, later I will remove this dependency stdlib_string_type.o (There is no need here, it is a wrong).

stdlib_linalg_diag.o: \
stdlib_linalg.o \
stdlib_kinds.o
stdlib_linalg_expand.o: \
stdlib_linalg.o \
stdlib_kinds.o \
stdlib_string_type.o
stdlib_logger.o: stdlib_ascii.o stdlib_optval.o
stdlib_optval.o: stdlib_kinds.o
stdlib_quadrature.o: stdlib_kinds.o
Expand Down
67 changes: 65 additions & 2 deletions src/stdlib_linalg.fypp
Original file line number Diff line number Diff line change
Expand Up @@ -4,14 +4,16 @@ module stdlib_linalg
!!Provides a support for various linear algebra procedures
!! ([Specification](../page/specs/stdlib_linalg.html))
use stdlib_kinds, only: sp, dp, qp, &
int8, int16, int32, int64
int8, int16, int32, int64, lk, c_bool
use stdlib_string_type, only: string_type
Comment on lines +7 to +8
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@zoziha zoziha Aug 11, 2021

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Ditto (lk, c_bool, string_type)

implicit none
private

public :: diag
public :: eye
public :: trace
public :: outer_product
public :: zeros, ones, expand

interface diag
!! version: experimental
Expand Down Expand Up @@ -80,6 +82,66 @@ module stdlib_linalg
#:endfor
end interface outer_product

!> Version: experimental
!>
!> `ones` creates a vector or matrix of the given shape,
!> filled completely with `1` `integer` type values.
!> ([Specification](../page/specs/stdlib_linalg.html#
!>zerosones-create-a-vector-or-matrix-of-the-given-shape
!>-filled-completely-with-either-0-or-1-integer-realcomplex-type-values))
interface ones
pure module function ones_1_default(dim) result(result)
integer, intent(in) :: dim
integer, allocatable :: result(:)
end function ones_1_default
pure module function ones_2_default(dim1, dim2) result(result)
integer, intent(in) :: dim1, dim2
integer, allocatable :: result(:, :)
end function ones_2_default
end interface ones

!> Version: experimental
!>
!> `zeros` creates a vector or matrix of the given shape,
!> filled completely with `0` `integer` type values.
!> ([Specification](../page/specs/stdlib_linalg.html#
!>zerosones-create-a-vector-or-matrix-of-the-given-shape
!>-filled-completely-with-either-0-or-1-integer-realcomplex-type-values))
interface zeros
pure module function zeros_1_default(dim) result(result)
integer, intent(in) :: dim
integer, allocatable :: result(:)
end function zeros_1_default
pure module function zeros_2_default(dim1, dim2) result(result)
integer, intent(in) :: dim1, dim2
integer, allocatable :: result(:, :)
end function zeros_2_default
end interface zeros

!> Version: experimental
!>
!> `expand` creates a vector or matrix of the given shape,
!> filled with `value` `integer/logical/real/complex/string_type` type values.
!> ([Specification](../page/specs/stdlib_linalg.html#
!>expand-create-a-vector-or-matrix-of-the-given-shape-
!>filled-completely-with-value-integerlogicalrealcomplexstring_type-type-values))
interface expand
#:set ALL_KINDS_TYPES = REAL_KINDS_TYPES + INT_KINDS_TYPES + CMPLX_KINDS_TYPES &
& + LOG_KINDS_TYPES + STRING_KINDS_TYPES
#:for k1, t1 in ALL_KINDS_TYPES
pure module function expand_1_${t1[0]}$_${k1}$(value, dim) result(result)
${t1}$, intent(in) :: value
integer, intent(in) :: dim
${t1}$, allocatable :: result(:)
end function expand_1_${t1[0]}$_${k1}$
pure module function expand_2_${t1[0]}$_${k1}$(value, dim1, dim2) result(result)
${t1}$, intent(in) :: value
integer, intent(in) :: dim1, dim2
${t1}$, allocatable :: result(:, :)
end function expand_2_${t1[0]}$_${k1}$
#:endfor
end interface expand

contains

function eye(n) result(res)
Expand Down Expand Up @@ -108,4 +170,5 @@ contains
end do
end function trace_${t1[0]}$${k1}$
#:endfor
end module

end module stdlib_linalg
74 changes: 74 additions & 0 deletions src/stdlib_linalg_expand.fypp
Original file line number Diff line number Diff line change
@@ -0,0 +1,74 @@
#:include "common.fypp"
#:set ALL_KINDS_TYPES = REAL_KINDS_TYPES + INT_KINDS_TYPES + CMPLX_KINDS_TYPES &
& + LOG_KINDS_TYPES + STRING_KINDS_TYPES
submodule(stdlib_linalg) stdlib_linalg_expand

contains

!> `ones` creates a vector, filled completely with `1` `integer` type values.
pure module function ones_1_default(dim) result(result)
integer, intent(in) :: dim
integer, allocatable :: result(:)

allocate(result(dim))
result = 1

end function ones_1_default

!> `ones` creates a matrix, filled completely with `1` `integer` type values.
pure module function ones_2_default(dim1, dim2) result(result)
integer, intent(in) :: dim1, dim2
integer, allocatable :: result(:, :)

allocate(result(dim1, dim2))
result = 1

end function ones_2_default

!> `zeros` creates a vector, filled completely with `0` `integer` type values.
pure module function zeros_1_default(dim) result(result)
integer, intent(in) :: dim
integer, allocatable :: result(:)

allocate(result(dim))
result = 0

end function zeros_1_default

!> `zeros` creates a matrix, filled completely with `0` `integer` type values.
pure module function zeros_2_default(dim1, dim2) result(result)
integer, intent(in) :: dim1, dim2
integer, allocatable :: result(:, :)

allocate(result(dim1, dim2))
result = 0

end function zeros_2_default

#:for k1, t1 in ALL_KINDS_TYPES
!> `expand` creates a vector, filled completely with `value` `${t1}$` type values.
pure module function expand_1_${t1[0]}$_${k1}$(value, dim) result(result)

${t1}$, intent(in) :: value
integer, intent(in) :: dim
${t1}$, allocatable :: result(:)

allocate(result(dim))
result = value

end function expand_1_${t1[0]}$_${k1}$

!> `expand` creates a matrix, filled completely with `value` `${t1}$` type values.
pure module function expand_2_${t1[0]}$_${k1}$(value, dim1, dim2) result(result)

${t1}$, intent(in) :: value
integer, intent(in) :: dim1, dim2
${t1}$, allocatable :: result(:, :)

allocate(result(dim1, dim2))
result = value

end function expand_2_${t1[0]}$_${k1}$
#:endfor

end submodule stdlib_linalg_expand
1 change: 1 addition & 0 deletions src/tests/Makefile.manual
Original file line number Diff line number Diff line change
Expand Up @@ -11,3 +11,4 @@ all test clean:
$(MAKE) -f Makefile.manual --directory=stats $@
$(MAKE) -f Makefile.manual --directory=string $@
$(MAKE) -f Makefile.manual --directory=math $@
$(MAKE) -f Makefile.manual --directory=linalg $@
1 change: 1 addition & 0 deletions src/tests/linalg/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -1,2 +1,3 @@
ADDTEST(linalg)
ADDTEST(linalg_expand)

4 changes: 4 additions & 0 deletions src/tests/linalg/Makefile.manual
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
PROGS_SRC = test_linalg_expand.f90


include ../Makefile.manual.test.mk
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