subroutine ch_cap ( c )

!*****************************************************************************80
!
!! ch_cap() capitalizes a single character.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    19 July 1998
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input/output, character C, the character to capitalize.
!
  implicit none

  character c
  integer itemp

  itemp = ichar ( c )

  if ( 97 <= itemp .and. itemp <= 122 ) then
    c = char ( itemp - 32 )
  end if

  return
end
function ch_eqi ( c1, c2 )

!*****************************************************************************80
!
!! CH_EQI is a case insensitive comparison of two characters for equality.
!
!  Example:
!
!    CH_EQI ( 'A', 'a' ) is .TRUE.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    28 July 2000
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character C1, C2, the characters to compare.
!
!    Output, logical CH_EQI, the result of the comparison.
!
  implicit none

  logical ch_eqi
  character c1
  character c1_cap
  character c2
  character c2_cap

  c1_cap = c1
  c2_cap = c2

  call ch_cap ( c1_cap )
  call ch_cap ( c2_cap )

  if ( c1_cap == c2_cap ) then
    ch_eqi = .true.
  else
    ch_eqi = .false.
  end if

  return
end
subroutine ch_to_digit ( c, digit )

!*****************************************************************************80
!
!! CH_TO_DIGIT returns the integer value of a base 10 digit.
!
!  Example:
!
!     C   DIGIT
!    ---  -----
!    '0'    0
!    '1'    1
!    ...  ...
!    '9'    9
!    ' '    0
!    'X'   -1
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    04 August 1999
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character C, the decimal digit, '0' through '9' or blank
!    are legal.
!
!    Output, integer DIGIT, the corresponding value. 
!    If C was 'illegal', then DIGIT is -1.
!
  implicit none

  character c
  integer digit

  if ( lge ( c, '0' ) .and. lle ( c, '9' ) ) then

    digit = ichar ( c ) - 48

  else if ( c == ' ' ) then

    digit = 0

  else

    digit = -1

  end if

  return
end
subroutine file_column_count ( input_filename, column_num )

!*****************************************************************************80
!
!! FILE_COLUMN_COUNT counts the number of columns in the first line of a file.
!
!  Discussion:
!
!    The file is assumed to be a simple text file.
!
!    Most lines of the file is presumed to consist of COLUMN_NUM words,
!    separated by spaces.  There may also be some blank lines, and some
!    comment lines,
!    which have a "#" in column 1.
!
!    The routine tries to find the first non-comment non-blank line and
!    counts the number of words in that line.
!
!    If all lines are blanks or comments, it goes back and tries to analyze
!    a comment line.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    21 June 2001
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) INPUT_FILENAME, the name of the file.
!
!    Output, integer COLUMN_NUM, the number of columns in the file.
!
  implicit none

  integer column_num
  logical got_one
  character ( len = * ) input_filename
  integer input_unit
  integer ios
  character ( len = 255 ) line
!
!  Open the file.
!
  call get_unit ( input_unit )

  open ( unit = input_unit, file = input_filename, status = 'old', &
    form = 'formatted', access = 'sequential', iostat = ios )

  if ( ios /= 0 ) then
    column_num = -1
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'FILE_COLUMN_COUNT - Fatal error!'
    write ( *, '(a)' ) '  Could not open the file:'
    write ( *, '(a)' ) '    ' // trim ( input_filename )
    return
  end if
!
!  Read one line, but skip blank lines and comment lines.
!
  got_one = .false.

  do

    read ( input_unit, '(a)', iostat = ios ) line

    if ( ios /= 0 ) then
      exit
    end if

    if ( len_trim ( line ) == 0 ) then
      cycle
    end if

    if ( line(1:1) == '#' ) then
      cycle
    end if

    got_one = .true.
    exit

  end do

  if ( .not. got_one ) then

    rewind ( input_unit )

    do

      read ( input_unit, '(a)', iostat = ios ) line

      if ( ios /= 0 ) then
        exit
      end if

      if ( len_trim ( line ) == 0 ) then
        cycle
      end if

      got_one = .true.
      exit

    end do

  end if

  close ( unit = input_unit )

  if ( .not. got_one ) then
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'FILE_COLUMN_COUNT - Warning!'
    write ( *, '(a)' ) '  The file does not seem to contain any data.'
    column_num = -1
    return
  end if

  call s_word_count ( line, column_num )

  return
end
subroutine file_name_ext_get ( file_name, i, j )

!*****************************************************************************80
!
!! FILE_NAME_EXT_GET determines the "extension" of a file name.
!
!  Discussion:
!
!    The "extension" of a filename is the string of characters
!    that appears after the LAST period in the name.  A file
!    with no period, or with a period as the last character
!    in the name, has a "null" extension.
!
!    Blanks are unusual in filenames.  This routine ignores all
!    trailing blanks, but will treat initial or internal blanks
!    as regular characters acceptable in a file name.
!
!  Example:
!
!    FILE_NAME   I  J
!
!    bob.for     4  7
!    N.B.C.D     6  7
!    Naomi.      6  6
!    Arthur      0  0
!    .com        1  1
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    17 July 1998
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) FILE_NAME, a file name to be examined.
!
!    Output, integer I, J, the indices of the first and last
!    characters in the file extension.
!
!    If no period occurs in FILE_NAME, then
!      I = J = 0;
!    Otherwise,
!      I is the position of the LAST period in FILE_NAME, and J is the
!      position of the last nonblank character following the period.
!
  implicit none

  character ( len = * ) file_name
  integer i
  integer j
  integer s_index_last

  i = s_index_last ( file_name, '.' )

  if ( i /= 0 ) then

    j = len_trim ( file_name )

  else

    j = 0

  end if

  return
end
subroutine file_name_ext_swap ( file_name, ext )

!*****************************************************************************80
!
!! FILE_NAME_EXT_SWAP replaces the current "extension" of a file name.
!
!  Discussion:
!
!    The "extension" of a filename is the string of characters
!    that appears after the LAST period in the name.  A file
!    with no period, or with a period as the last character
!    in the name, has a "null" extension.
!
!  Example:
!
!          Input           Output
!    ================     =========
!    FILE_NAME    EXT     FILE_NAME
!
!    bob.for      obj     bob.obj
!    bob.bob.bob  txt     bob.bob.txt
!    bob          yak     bob.yak
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    09 August 1999
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input/output, character ( len = * ) FILE_NAME, a file name.
!    On output, the extension of the file has been changed.
!
!    Input, character ( len = * ) EXT, the extension to be used on the output
!    copy of FILE_NAME, replacing the current extension if any.
!
  implicit none

  character ( len = * ) ext
  character ( len = * ) file_name
  integer i
  integer j
  integer len_max
  integer len_name

  len_max = len ( file_name )
  len_name = len_trim ( file_name )

  call file_name_ext_get ( file_name, i, j )

  if ( i == 0 ) then

    if ( len_max < len_name + 1 ) then
      return
    end if

    len_name = len_name + 1
    file_name(len_name:len_name) = '.'
    i = len_name + 1

  else

    i = i + 1
    file_name(i:j) = ' '

  end if

  file_name(i:) = ext

  return
end
subroutine file_row_count ( input_filename, row_num )

!*****************************************************************************80
!
!! FILE_ROW_COUNT counts the number of row records in a file.
!
!  Discussion:
!
!    It does not count lines that are blank, or that begin with a
!    comment symbol '#'.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    06 March 2003
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) INPUT_FILENAME, the name of the input file.
!
!    Output, integer ROW_NUM, the number of rows found.
!
  implicit none

  integer bad_num
  integer comment_num
  integer ierror
  character ( len = * ) input_filename
  integer input_unit
  integer ios
  character ( len = 255 ) line
  integer record_num
  integer row_num

  call get_unit ( input_unit )

  open ( unit = input_unit, file = input_filename, status = 'old', &
    iostat = ios )

  if ( ios /= 0 ) then
    row_num = -1;
    ierror = 1
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'FILE_ROW_COUNT - Fatal error!'
    write ( *, '(a)' ) '  Could not open the input file: ' // &
      trim ( input_filename )
    stop 1
  end if

  comment_num = 0
  row_num = 0
  record_num = 0
  bad_num = 0

  do

    read ( input_unit, '(a)', iostat = ios ) line

    if ( ios /= 0 ) then
      ierror = record_num
      exit
    end if

    record_num = record_num + 1

    if ( line(1:1) == '#' ) then
      comment_num = comment_num + 1
      cycle
    end if

    if ( len_trim ( line ) == 0 ) then
      comment_num = comment_num + 1
      cycle
    end if

    row_num = row_num + 1

  end do

  close ( unit = input_unit )

  return
end
subroutine get_unit ( iunit )

!*****************************************************************************80
!
!! GET_UNIT returns a free FORTRAN unit number.
!
!  Discussion:
!
!    A "free" FORTRAN unit number is a value between 1 and 99 which
!    is not currently associated with an I/O device.  A free FORTRAN unit
!    number is needed in order to open a file with the OPEN command.
!
!    If IUNIT = 0, then no free FORTRAN unit could be found, although
!    all 99 units were checked (except for units 5, 6 and 9, which
!    are commonly reserved for console I/O).
!
!    Otherwise, IUNIT is a value between 1 and 99, representing a
!    free FORTRAN unit.  Note that GET_UNIT assumes that units 5 and 6
!    are special, and will never return those values.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    18 September 2005
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Output, integer IUNIT, the free unit number.
!
  implicit none

  integer i
  integer ios
  integer iunit
  logical lopen

  iunit = 0

  do i = 1, 99

    if ( i /= 5 .and. i /= 6 .and. i /= 9 ) then

      inquire ( unit = i, opened = lopen, iostat = ios )

      if ( ios == 0 ) then
        if ( .not. lopen ) then
          iunit = i
          return
        end if
      end if

    end if

  end do

  return
end
subroutine r8mat_data_read ( input_filename, m, n, table )

!*****************************************************************************80
!
!! R8MAT_DATA_READ reads data from an R8MAT file.
!
!  Discussion:
!
!    An R8MAT is an array of R8 values.
!
!  Discussion:
!
!    The file may contain more than N points, but this routine will
!    return after reading N of them.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    18 October 2008
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) INPUT_FILENAME, the name of the input file.
!
!    Input, integer M, the spatial dimension.
!
!    Input, integer N, the number of points.
!
!    Output, real ( kind = rk ) TABLE(M,N), the data.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer m
  integer n

  integer ierror
  character ( len = * ) input_filename
  integer input_status
  integer input_unit
  integer j
  character ( len = 255 ) line
  real ( kind = rk ) table(m,n)
  real ( kind = rk ) x(m)

  ierror = 0

  call get_unit ( input_unit )

  open ( unit = input_unit, file = input_filename, status = 'old', &
    iostat = input_status )

  if ( input_status /= 0 ) then
    ierror = 1
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'R8MAT_DATA_READ - Fatal error!'
    write ( *, '(a,i8)' ) '  Could not open the input file "' // &
      trim ( input_filename ) // '" on unit ', input_unit
    stop 1
  end if

  j = 0

  do while ( j < n )

    read ( input_unit, '(a)', iostat = input_status ) line

    if ( input_status /= 0 ) then
      write ( *, '(a)' ) ' '
      write ( *, '(a)' ) 'R8MAT_DATA_READ - Fatal error!'
      write ( *, '(a)' ) '  Error while reading lines of data.'
      write ( *, '(a,i8)' ) '  Number of values expected per line M = ', m
      write ( *, '(a,i8)' ) '  Number of data lines read, J =         ', j
      write ( *, '(a,i8)' ) '  Number of data lines needed, N =       ', n
      stop 1
    end if

    if ( line(1:1) == '#' .or. len_trim ( line ) == 0 ) then
      cycle
    end if

    call s_to_r8vec ( line, m, x, ierror )

    if ( ierror /= 0 ) then
      cycle
    end if

    j = j + 1

    table(1:m,j) = x(1:m)

  end do

  close ( unit = input_unit )

  return
end
subroutine r8mat_header_read ( input_filename, m, n )

!*****************************************************************************80
!
!! R8MAT_HEADER_READ reads the header from an R8MAT file.
!
!  Discussion:
!
!    An R8MAT is an array of R8 values.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    07 September 2004
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) INPUT_FILENAME, the name of the input file.
!
!    Output, integer M, spatial dimension.
!
!    Output, integer N, the number of points.
!
  implicit none

  character ( len = * ) input_filename
  integer m
  integer n

  call file_column_count ( input_filename, m )

  if ( m <= 0 ) then
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'R8MAT_HEADER_READ - Fatal error!'
    write ( *, '(a)' ) '  There was some kind of I/O problem while trying'
    write ( *, '(a)' ) '  to count the number of data columns in'
    write ( *, '(a)' ) '  the file "' // trim ( input_filename ) // '".'
    stop 1
  end if

  call file_row_count ( input_filename, n )

  if ( n <= 0 ) then
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'R8MAT_HEADER_READ - Fatal error!'
    write ( *, '(a)' ) '  There was some kind of I/O problem while trying'
    write ( *, '(a)' ) '  to count the number of data rows in'
    write ( *, '(a)' ) '  the file "' // trim ( input_filename ) // '".'
    stop 1
  end if

  return
end
subroutine r8mat_latinize ( m, n, table )

!*****************************************************************************80
!
!! R8MAT_LATINIZE "Latinizes" an R8MAT.
!
!  Discussion:
!
!    On output, each row of the table will have the properties that:
!    1) the minimum and maximum row values are the same as on input;
!    2) the row contains N evenly spaced values between the
!       minimum and maximum;
!    3) in each row, the elements retain their ordering.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    04 February 2012
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, integer M, the spatial dimension.
!
!    Input, integer N, the number of columns.
!
!    Input/output, real ( kind = rk ) TABLE(M,N).  On input, the dataset to
!    be "Latinized".  On output, the Latinized dataset.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer m
  integer n

  integer i
  integer indx(n)
  integer j
  real ( kind = rk ) table(m,n)
  real ( kind = rk ) v_max
  real ( kind = rk ) v_min

  if ( n <= 2 ) then
    return
  end if

  do i = 1, m

    v_min = minval ( table(i,1:n) )
    v_max = maxval ( table(i,1:n) )

    call r8vec_sort_heap_index_a ( n, table(i,1:n), indx )

    do j = 1, n
      table(i,indx(j)) =  ( real ( n - j,     kind = rk ) * v_min   &
                          + real (     j - 1, kind = rk ) * v_max ) &
                          / real ( n     - 1, kind = rk )
    end do

  end do

  return
end
subroutine r8mat_print_some ( m, n, a, ilo, jlo, ihi, jhi, title )

!*****************************************************************************80
!
!! R8MAT_PRINT_SOME prints some of an R8MAT.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    26 March 2005
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, integer M, N, the number of rows and columns.
!
!    Input, real ( kind = rk ) A(M,N), an M by N matrix to be printed.
!
!    Input, integer ILO, JLO, the first row and column to print.
!
!    Input, integer IHI, JHI, the last row and column to print.
!
!    Input, character ( len = * ) TITLE, a title.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer, parameter :: incx = 5
  integer m
  integer n

  real ( kind = rk ) a(m,n)
  character ( len = 14 ) ctemp(incx)
  integer i
  integer i2hi
  integer i2lo
  integer ihi
  integer ilo
  integer inc
  integer j
  integer j2
  integer j2hi
  integer j2lo
  integer jhi
  integer jlo
  character ( len = * ) title

  write ( *, '(a)' ) ' '
  write ( *, '(a)' ) trim ( title )

  do j2lo = max ( jlo, 1 ), min ( jhi, n ), incx

    j2hi = j2lo + incx - 1
    j2hi = min ( j2hi, n )
    j2hi = min ( j2hi, jhi )

    inc = j2hi + 1 - j2lo

    write ( *, '(a)' ) ' '

    do j = j2lo, j2hi
      j2 = j + 1 - j2lo
      write ( ctemp(j2), '(i8,6x)' ) j
    end do

    write ( *, '(''  Col   '',5a14)' ) ctemp(1:inc)
    write ( *, '(a)' ) '  Row'
    write ( *, '(a)' ) ' '

    i2lo = max ( ilo, 1 )
    i2hi = min ( ihi, m )

    do i = i2lo, i2hi

      do j2 = 1, inc

        j = j2lo - 1 + j2

        if ( a(i,j) == real ( int ( a(i,j) ), kind = rk ) ) then
          write ( ctemp(j2), '(f8.0,6x)' ) a(i,j)
        else
          write ( ctemp(j2), '(g14.6)' ) a(i,j)
        end if

      end do

      write ( *, '(i5,1x,5a14)' ) i, ( ctemp(j), j = 1, inc )

    end do

  end do

  return
end
subroutine r8mat_transpose_print ( m, n, a, title )

!*****************************************************************************80
!
!! R8MAT_TRANSPOSE_PRINT prints a real matrix, transposed.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    14 June 2004
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, integer M, N, the number of rows and columns.
!
!    Input, real ( kind = rk ) A(M,N), an M by N matrix to be printed.
!
!    Input, character ( len = * ) TITLE, a title.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer m
  integer n

  real ( kind = rk ) a(m,n)
  character ( len = * ) title

  call r8mat_transpose_print_some ( m, n, a, 1, 1, m, n, title )

  return
end
subroutine r8mat_transpose_print_some ( m, n, a, ilo, jlo, ihi, jhi, title )

!*****************************************************************************80
!
!! R8MAT_TRANSPOSE_PRINT_SOME prints some of a real matrix, transposed.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    14 June 2004
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, integer M, N, the number of rows and columns.
!
!    Input, real ( kind = rk ) A(M,N), an M by N matrix to be printed.
!
!    Input, integer ILO, JLO, the first row and column to print.
!
!    Input, integer IHI, JHI, the last row and column to print.
!
!    Input, character ( len = * ) TITLE, a title.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer, parameter :: incx = 5
  integer m
  integer n

  real ( kind = rk ) a(m,n)
  character ( len = 14 ) ctemp(incx)
  integer i
  integer i2
  integer i2hi
  integer i2lo
  integer ihi
  integer ilo
  integer inc
  integer j
  integer j2hi
  integer j2lo
  integer jhi
  integer jlo
  character ( len = * ) title

  write ( *, '(a)' ) ' '
  write ( *, '(a)' ) trim ( title )

  do i2lo = max ( ilo, 1 ), min ( ihi, m ), incx

    i2hi = i2lo + incx - 1
    i2hi = min ( i2hi, m )
    i2hi = min ( i2hi, ihi )

    inc = i2hi + 1 - i2lo

    write ( *, '(a)' ) ' '

    do i = i2lo, i2hi
      i2 = i + 1 - i2lo
      write ( ctemp(i2), '(i7,7x)') i
    end do

    write ( *, '(''  Row   '',5a14)' ) ctemp(1:inc)
    write ( *, '(a)' ) '  Col'

    j2lo = max ( jlo, 1 )
    j2hi = min ( jhi, n )

    do j = j2lo, j2hi

      do i2 = 1, inc
        i = i2lo - 1 + i2
        write ( ctemp(i2), '(g14.6)' ) a(i,j)
      end do

      write ( *, '(i5,1x,5a14)' ) j, ( ctemp(i), i = 1, inc )

    end do

  end do

  return
end
subroutine r8mat_write ( output_filename, m, n, table )

!*****************************************************************************80
!
!! R8MAT_WRITE writes an R8MAT file.
!
!  Discussion:
!
!    An R8MAT is an array of R8 values.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    31 May 2009
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) OUTPUT_FILENAME, the output file name.
!
!    Input, integer M, the spatial dimension.
!
!    Input, integer N, the number of points.
!
!    Input, real ( kind = rk ) TABLE(M,N), the data.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer m
  integer n

  integer j
  character ( len = * ) output_filename
  integer output_status
  integer output_unit
  character ( len = 30 ) string
  real ( kind = rk ) table(m,n)
!
!  Open the file.
!
  call get_unit ( output_unit )

  open ( unit = output_unit, file = output_filename, &
    status = 'replace', iostat = output_status )

  if ( output_status /= 0 ) then
    write ( *, '(a)' ) ' '
    write ( *, '(a)' ) 'R8MAT_WRITE - Fatal error!'
    write ( *, '(a,i8)' ) '  Could not open the output file "' // &
      trim ( output_filename ) // '" on unit ', output_unit
    output_unit = -1
    stop 1
  end if
!
!  Create a format string.
!
!  For less precision in the output file, try:
!
!                                            '(', m, 'g', 14, '.', 6, ')'
!
  if ( 0 < m .and. 0 < n ) then

    write ( string, '(a1,i8,a1,i8,a1,i8,a1)' ) '(', m, 'g', 24, '.', 16, ')'
!
!  Write the data.
!
    do j = 1, n
      write ( output_unit, string ) table(1:m,j)
    end do

  end if
!
!  Close the file.
!
  close ( unit = output_unit )

  return
end
subroutine r8vec_sort_heap_index_a ( n, a, indx )

!*****************************************************************************80
!
!! R8VEC_SORT_HEAP_INDEX_A does an indexed heap ascending sort of a real vector.
!
!  Discussion:
!
!    The sorting is not actually carried out.  Rather an index array is
!    created which defines the sorting.  This array may be used to sort
!    or index the array, or to sort or index related arrays keyed on the
!    original array.
!
!    Once the index array is computed, the sorting can be carried out
!    "implicitly:
!
!      A(INDX(I)), I = 1 to N is sorted,
!
!    or explicitly, by the call
!
!      call R8VEC_PERMUTE ( N, A, INDX )
!
!    after which A(I), I = 1 to N is sorted.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    25 September 2001
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, integer N, the number of entries in the array.
!
!    Input, real ( kind = rk ) A(N), an array to be index-sorted.
!
!    Output, integer INDX(N), the sort index.  The
!    I-th element of the sorted array is A(INDX(I)).
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer n

  real ( kind = rk ) a(n)
  real ( kind = rk ) aval
  integer i
  integer indx(n)
  integer indxt
  integer ir
  integer j
  integer l

  if ( n < 1 ) then
    return
  end if

  if ( n == 1 ) then
    indx(1) = 1
    return
  end if

  do i = 1, n
    indx(i) = i
  end do

  l = n / 2 + 1
  ir = n

  do

    if ( 1 < l ) then

      l = l - 1
      indxt = indx(l)
      aval = a(indxt)

    else

      indxt = indx(ir)
      aval = a(indxt)
      indx(ir) = indx(1)
      ir = ir - 1

      if ( ir == 1 ) then
        indx(1) = indxt
        exit
      end if

    end if

    i = l
    j = l + l

    do while ( j <= ir )

      if ( j < ir ) then
        if ( a(indx(j)) < a(indx(j+1)) ) then
          j = j + 1
        end if
      end if

      if ( aval < a(indx(j)) ) then
        indx(i) = indx(j)
        i = j
        j = j + j
      else
        j = ir + 1
      end if

    end do

    indx(i) = indxt

  end do

  return
end
function s_index_last ( s, sub )

!*****************************************************************************80
!
!! S_INDEX_LAST finds the LAST occurrence of a given substring.
!
!  Discussion:
!
!    It returns the location in the string at which the substring SUB is
!    first found, or 0 if the substring does not occur at all.
!
!    The routine is also trailing blank insensitive.  This is very
!    important for those cases where you have stored information in
!    larger variables.  If S is of length 80, and SUB is of
!    length 80, then if S = 'FRED' and SUB = 'RED', a match would
!    not be reported by the standard FORTRAN INDEX, because it treats
!    both variables as being 80 characters long!  This routine assumes that
!    trailing blanks represent garbage!
!
!    This means that this routine cannot be used to find, say, the last
!    occurrence of a substring 'A ', since it assumes the blank space
!    was not specified by the user, but is, rather, padding by the
!    system.  However, as a special case, this routine can properly handle
!    the case where either S or SUB is all blanks.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    14 April 1999
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) S, the string to be searched.
!
!    Input, character ( len = * ) SUB, the substring to search for.
!
!    Output, integer S_INDEX_LAST.  0 if SUB does not occur in
!    the string.  Otherwise S_INDEX_LAST = I, where S(I:I+LENS-1) = SUB,
!    where LENS is the length of SUB, and is the last place
!    this happens.
!
  implicit none

  integer i
  integer j
  integer llen1
  integer llen2
  character ( len = * ) s
  integer s_index_last
  character ( len = * ) sub

  s_index_last = 0

  llen1 = len_trim ( s )
  llen2 = len_trim ( sub )
!
!  In case S or SUB is blanks, use LEN
!
  if ( llen1 == 0 ) then
    llen1 = len ( s )
  end if

  if ( llen2 == 0 ) then
    llen2 = len ( sub )
  end if

  if ( llen1 < llen2 ) then
    return
  end if

  do j = 1, llen1+1-llen2

    i = llen1 + 2 - llen2 - j

    if ( s(i:i+llen2-1) == sub ) then
      s_index_last = i
      return
    end if

  end do

  return
end
subroutine s_to_r8 ( s, r, ierror, lchar )

!*****************************************************************************80
!
!! S_TO_R8 reads an R8 from a string.
!
!  Discussion:
!
!    This routine will read as many characters as possible until it reaches
!    the end of the string, or encounters a character which cannot be
!    part of the real number.
!
!    Legal input is:
!
!       1 blanks,
!       2 '+' or '-' sign,
!       2.5 spaces
!       3 integer part,
!       4 decimal point,
!       5 fraction part,
!       6 'E' or 'e' or 'D' or 'd', exponent marker,
!       7 exponent sign,
!       8 exponent integer part,
!       9 exponent decimal point,
!      10 exponent fraction part,
!      11 blanks,
!      12 final comma or semicolon.
!
!    with most quantities optional.
!
!  Example:
!
!    S                 R
!
!    '1'               1.0
!    '     1   '       1.0
!    '1A'              1.0
!    '12,34,56'        12.0
!    '  34 7'          34.0
!    '-1E2ABCD'        -100.0
!    '-1X2ABCD'        -1.0
!    ' 2E-1'           0.2
!    '23.45'           23.45
!    '-4.2E+2'         -420.0
!    '17d2'            1700.0
!    '-14e-2'         -0.14
!    'e2'              100.0
!    '-12.73e-9.23'   -12.73 * 10.0^(-9.23)
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    12 February 2001
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) S, the string containing the
!    data to be read.  Reading will begin at position 1 and
!    terminate at the end of the string, or when no more
!    characters can be read to form a legal real.  Blanks,
!    commas, or other nonnumeric data will, in particular,
!    cause the conversion to halt.
!
!    Output, real ( kind = rk ) R, the real value that was read from the string.
!
!    Output, integer IERROR, error flag.
!
!    0, no errors occurred.
!
!    1, 2, 6 or 7, the input number was garbled.  The
!    value of IERROR is the last type of input successfully
!    read.  For instance, 1 means initial blanks, 2 means
!    a plus or minus sign, and so on.
!
!    Output, integer LCHAR, the number of characters read from
!    the string to form the number, including any terminating
!    characters such as a trailing comma or blanks.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  logical ch_eqi
  character c
  integer ierror
  integer ihave
  integer isgn
  integer iterm
  integer jbot
  integer jsgn
  integer jtop
  integer lchar
  integer nchar
  integer ndig
  real ( kind = rk ) r
  real ( kind = rk ) rbot
  real ( kind = rk ) rexp
  real ( kind = rk ) rtop
  character ( len = * ) s
  character, parameter :: TAB = char ( 9 )

  nchar = len_trim ( s )
  ierror = 0
  r = 0.0
  lchar = - 1
  isgn = 1
  rtop = 0.0
  rbot = 1.0
  jsgn = 1
  jtop = 0
  jbot = 1
  ihave = 1
  iterm = 0

  do

    lchar = lchar + 1
    c = s(lchar+1:lchar+1)
!
!  Blank or TAB character.
!
    if ( c == ' ' .or. c == TAB ) then

      if ( ihave == 2 ) then

      else if ( ihave == 6 .or. ihave == 7 ) then
        iterm = 1
      else if ( 1 < ihave ) then
        ihave = 11
      end if
!
!  Comma.
!
    else if ( c == ',' .or. c == ';' ) then

      if ( ihave /= 1 ) then
        iterm = 1
        ihave = 12
        lchar = lchar + 1
      end if
!
!  Minus sign.
!
    else if ( c == '-' ) then

      if ( ihave == 1 ) then
        ihave = 2
        isgn = - 1
      else if ( ihave == 6 ) then
        ihave = 7
        jsgn = - 1
      else
        iterm = 1
      end if
!
!  Plus sign.
!
    else if ( c == '+' ) then

      if ( ihave == 1 ) then
        ihave = 2
      else if ( ihave == 6 ) then
        ihave = 7
      else
        iterm = 1
      end if
!
!  Decimal point.
!
    else if ( c == '.' ) then

      if ( ihave < 4 ) then
        ihave = 4
      else if ( 6 <= ihave .and. ihave <= 8 ) then
        ihave = 9
      else
        iterm = 1
      end if
!
!  Exponent marker.
!
    else if ( ch_eqi ( c, 'E' ) .or. ch_eqi ( c, 'D' ) ) then

      if ( ihave < 6 ) then
        ihave = 6
      else
        iterm = 1
      end if
!
!  Digit.
!
    else if ( ihave < 11 .and. lge ( c, '0' ) .and. lle ( c, '9' ) ) then

      if ( ihave <= 2 ) then
        ihave = 3
      else if ( ihave == 4 ) then
        ihave = 5
      else if ( ihave == 6 .or. ihave == 7 ) then
        ihave = 8
      else if ( ihave == 9 ) then
        ihave = 10
      end if

      call ch_to_digit ( c, ndig )

      if ( ihave == 3 ) then
        rtop = real ( 10.0, kind = rk ) * rtop + real ( ndig, kind = rk )
      else if ( ihave == 5 ) then
        rtop = real ( 10.0, kind = rk ) * rtop + real ( ndig, kind = rk )
        rbot = real ( 10.0, kind = rk ) * rbot
      else if ( ihave == 8 ) then
        jtop = 10 * jtop + ndig
      else if ( ihave == 10 ) then
        jtop = 10 * jtop + ndig
        jbot = 10 * jbot
      end if
!
!  Anything else is regarded as a terminator.
!
    else
      iterm = 1
    end if
!
!  If we haven't seen a terminator, and we haven't examined the
!  entire string, go get the next character.
!
    if ( iterm == 1 .or. nchar <= lchar+1 ) then
      exit
    end if

  end do
!
!  If we haven't seen a terminator, and we have examined the
!  entire string, then we're done, and LCHAR is equal to NCHAR.
!
  if ( iterm /= 1 .and. lchar+1 == nchar ) then
    lchar = nchar
  end if
!
!  Number seems to have terminated.  Have we got a legal number?
!  Not if we terminated in states 1, 2, 6 or 7!
!
  if ( ihave == 1 .or. ihave == 2 .or. ihave == 6 .or. ihave == 7 ) then

    ierror = ihave

    return
  end if
!
!  Number seems OK.  Form it.
!
  if ( jtop == 0 ) then
    rexp = 1.0
  else

    if ( jbot == 1 ) then
      rexp = real ( 10.0, kind = rk )**( jsgn * jtop )
    else
      rexp = jsgn * jtop
      rexp = rexp / jbot
      rexp = real ( 10.0, kind = rk )**rexp
    end if

  end if

  r = isgn * rexp * rtop / rbot

  return
end
subroutine s_to_r8vec ( s, n, dvec, ierror )

!*****************************************************************************80
!
!! S_TO_R8VEC reads an R8VEC from a string.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    19 February 2001
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) S, the string to be read.
!
!    Input, integer N, the number of values expected.
!
!    Output, real ( kind = rk ) DVEC(N), the values read from the string.
!
!    Output, integer IERROR, error flag.
!    0, no errors occurred.
!    -K, could not read data for entries -K through N.
!
  implicit none

  integer, parameter :: rk = kind ( 1.0D+00 )

  integer n

  integer i
  integer ierror
  integer ilo
  integer lchar
  real ( kind = rk ) dvec(n)
  character ( len = * ) s

  i = 0
  ierror = 0
  ilo = 1

  do while ( i < n )

    i = i + 1

    call s_to_r8 ( s(ilo:), dvec(i), ierror, lchar )

    if ( ierror /= 0 ) then
      ierror = -i
      exit
    end if

    ilo = ilo + lchar

  end do

  return
end
subroutine s_word_count ( s, nword )

!*****************************************************************************80
!
!! S_WORD_COUNT counts the number of "words" in a string.
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    14 April 1999
!
!  Author:
!
!    John Burkardt
!
!  Parameters:
!
!    Input, character ( len = * ) S, the string to be examined.
!
!    Output, integer NWORD, the number of "words" in the string.
!    Words are presumed to be separated by one or more blanks.
!
  implicit none

  logical blank
  integer i
  integer lens
  integer nword
  character ( len = * ) s

  nword = 0
  lens = len ( s )

  if ( lens <= 0 ) then
    return
  end if

  blank = .true.

  do i = 1, lens

    if ( s(i:i) == ' ' ) then
      blank = .true.
    else if ( blank ) then
      nword = nword + 1
      blank = .false.
    end if

  end do

  return
end
subroutine timestamp ( )

!*****************************************************************************80
!
!! TIMESTAMP prints the current YMDHMS date as a time stamp.
!
!  Example:
!
!    31 May 2001   9:45:54.872 AM
!
!  Licensing:
!
!    This code is distributed under the MIT license.
!
!  Modified:
!
!    18 May 2013
!
!  Author:
!
!    John Burkardt
!
  implicit none

  character ( len = 8 ) ampm
  integer d
  integer h
  integer m
  integer mm
  character ( len = 9 ), parameter, dimension(12) :: month = (/ &
    'January  ', 'February ', 'March    ', 'April    ', &
    'May      ', 'June     ', 'July     ', 'August   ', &
    'September', 'October  ', 'November ', 'December ' /)
  integer n
  integer s
  integer values(8)
  integer y

  call date_and_time ( values = values )

  y = values(1)
  m = values(2)
  d = values(3)
  h = values(5)
  n = values(6)
  s = values(7)
  mm = values(8)

  if ( h < 12 ) then
    ampm = 'AM'
  else if ( h == 12 ) then
    if ( n == 0 .and. s == 0 ) then
      ampm = 'Noon'
    else
      ampm = 'PM'
    end if
  else
    h = h - 12
    if ( h < 12 ) then
      ampm = 'PM'
    else if ( h == 12 ) then
      if ( n == 0 .and. s == 0 ) then
        ampm = 'Midnight'
      else
        ampm = 'AM'
      end if
    end if
  end if

  write ( *, '(i2.2,1x,a,1x,i4,2x,i2,a1,i2.2,a1,i2.2,a1,i3.3,1x,a)' ) &
    d, trim ( month(m) ), y, h, ':', n, ':', s, '.', mm, trim ( ampm )

  return
end