MatMarket/mmread.m

181 lines
6.1 KiB
Matlab

function [A,rows,cols,entries,rep,field,symm] = mmread(filename)
%
% function [A] = mmread(filename)
%
% function [A,rows,cols,entries,rep,field,symm] = mmread(filename)
%
% Reads the contents of the Matrix Market file 'filename'
% into the matrix 'A'. 'A' will be either sparse or full,
% depending on the Matrix Market format indicated by
% 'coordinate' (coordinate sparse storage), or
% 'array' (dense array storage). The data will be duplicated
% as appropriate if symmetry is indicated in the header.
%
% Optionally, size information about the matrix can be
% obtained by using the return values rows, cols, and
% entries, where entries is the number of nonzero entries
% in the final matrix. Type information can also be retrieved
% using the optional return values rep (representation), field,
% and symm (symmetry).
%
mmfile = fopen(filename,'r');
if ( mmfile == -1 )
disp(filename);
error('File not found');
end;
header = fgets(mmfile);
if (header == -1 )
error('Empty file.')
end
% NOTE: If using a version of Matlab for which strtok is not
% defined, substitute 'gettok' for 'strtok' in the
% following lines, and download gettok.m from the
% Matrix Market site.
[head0, header] = strtok(header); % see note above
[head1, header] = strtok(header);
[rep, header] = strtok(header);
[field, header] = strtok(header);
[symm, header] = strtok(header);
head1 = lower(head1);
rep = lower(rep);
field = lower(field);
symm = lower(symm);
if isempty(symm)
disp(['Not enough words in header line of file ',filename])
disp('Recognized format: ')
disp('%%MatrixMarket matrix representation field symmetry')
error('Check header line.')
end
if ~strcmp(head0,'%%MatrixMarket')
error('Not a valid MatrixMarket header.')
end
if ~strcmp(head1,'matrix')
disp(['This seems to be a MatrixMarket ',head1,' file.']);
disp('This function only knows how to read MatrixMarket matrix files.');
disp(' ');
error(' ');
end
% Read through comments, ignoring them
commentline = fgets(mmfile);
while ~isempty(commentline) && commentline(1) == '%',
commentline = fgets(mmfile);
end
% Read size information, then branch according to
% sparse or dense format
switch rep,
case 'coordinate', % read matrix given in sparse coordinate format
[sizeinfo,count] = sscanf(commentline, '%d%d%d');
while count == 0,
commentline = fgets(mmfile);
if commentline == -1,
error('End-of-file reached before size information was found.')
end
[sizeinfo,count] = sscanf(commentline, '%d%d%d');
if count > 0 && count ~= 3,
error('Invalid size specification line.')
end
end
rows = sizeinfo(1);
cols = sizeinfo(2);
entries = sizeinfo(3);
T = fscanf(mmfile, '%f');
switch field,
case 'real', % real valued entries:
check_size(T, 3 * entries);
T = reshape(T(:), 3, entries)';
A = sparse(T(:,1), T(:,2), T(:,3), rows , cols);
case 'complex', % complex valued entries:
check_size(T, 4 * entries);
T = reshape(T(:), 4, entries)';
A = sparse(T(:,1), T(:,2), T(:,3) + T(:,4)*1i, rows , cols);
case 'pattern', % pattern matrix (no values given):
check_size(T, 2 * entries);
T = reshape(T(:), 2, entries)';
A = sparse(T(:,1), T(:,2), ones(entries, 1), rows , cols);
end
case 'array', % read matrix given in dense array (column major) format
[sizeinfo, count] = sscanf(commentline, '%d%d');
while count == 0
commentline = fgets(mmfile);
if commentline == -1
error('End-of-file reached before size information was found.')
end
[sizeinfo, count] = sscanf(commentline, '%d%d');
if count > 0 && count ~= 2
error('Invalid size specification line.')
end
end
rows = sizeinfo(1);
cols = sizeinfo(2);
entries = rows*cols;
A = fscanf(mmfile, '%f');
switch field,
case 'real', % real valued entries:
% do nothing
case 'complex', % complex valued entries:
A = A(1:2:end-1) + 1i * A(2:2:end);
case 'pattern', % pattern (makes no sense for dense)
disp('Matrix type:',field)
error('Pattern matrix type invalid for array storage format.');
otherwise,
disp('Matrix type:',field)
error('Invalid matrix type specification. Check header against MM documentation.');
end
if any(strcmp(symm,{'symmetric','hermitian','skew-symmetric'}))
for j=1:cols-1,
currenti = j*rows;
A = [A(1:currenti);
zeros(j,1);
A(currenti+1:length(A))];
end
elseif ~strcmp(symm,'general'),
disp('Unrecognized symmetry')
disp(symm)
disp('Recognized choices:')
disp(' symmetric')
disp(' hermitian')
disp(' skew-symmetric')
disp(' general')
error('Check symmetry specification in header.');
end
A = reshape(A,rows,cols);
end
fclose(mmfile);
%
% If symmetric, skew-symmetric or Hermitian, duplicate lower
% triangular part and modify entries as appropriate:
%
switch symm,
case 'symmetric',
A = A + A.' - diag(diag(A));
entries = nnz(A);
case 'hermitian',
A = A + A' - diag(diag(A));
entries = nnz(A);
case 'skew-symmetric',
A = A - A.';
entries = nnz(A);
end
% Done.
end
function check_size(T, n)
if size(T) ~= n
disp('Data file does not contain expected amount of data.');
disp('Check that number of data lines matches nonzero count.');
error('Invalid data.');
end
end