Convert matrix into CSV, with each matrix element as a separate line including indices of matrix element
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Struggling with writematrix and having to resort to odd things like appending repeating vectors to achieve this... I am sure there must be an easier way. The size of the matrix is such that for loops etc are terribly slow.
I have a matrix like this:
0.5 0.1 0.6
0.9 0.8 0.3
I'd like to output this as a CSV in the format x, y, e - where x and y are the column and row numbers and e is the element, to give something like this:
1, 1, 0.5
2, 1, 0.1
3, 1, 0.6
1, 2, 0.9
2, 2, 0.8
3, 2, 0.3
Suggestions/advice/solutions greatly appreciated :)
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Star Strider
2022년 9월 17일
Try something like this —
M = [0.5 0.1 0.6
0.9 0.8 0.3];
[r,c] = ndgrid(1:size(M,1), 1:size(M,2));
rv = reshape(r.',[],1);
cv = reshape(c.',[],1);
Mv = reshape(M.',[],1);
A = [cv rv, Mv]
.
추가 답변 (3개)
Stephen23
2022년 9월 17일
편집: Stephen23
2022년 9월 17일
M = [0.5,0.1,0.6;0.9,0.8,0.3]
N = M.';
S = size(N);
[X,Y] = ndgrid(1:S(1),1:S(2));
writematrix([X(:),Y(:),N(:)],'test.txt')
Checking:
type test.txt
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Dyuman Joshi
2022년 9월 17일
@Stephen23 the order of the output of main array is not correct. You need to transpose M before using the command M(:)
Stephen23
2022년 9월 17일
편집: Stephen23
2022년 9월 17일
@Dyuman Joshi: thanks, fixed now. That neatens things up too.
Walter Roberson
2022년 9월 17일
There are two possibilities here.
If you need every location output because in practice the data will be read as a vector of numbers and reshaped under the assumption that it is complete and in standard order, then use techniques like what Star Strider showed.
But if the individual coordinates are actively used then
[r, c, s] = find(YourMatrix);
writematrix([r, c, s], filename);
this will not write any zeros.
You would recover the matrix by reading as the columns as variables and passing them to sparse()
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Dyuman Joshi
2022년 9월 17일
You can try this -
y=[0.5 0.1 0.6;0.9 0.8 0.3];
z=y';
mat=[repmat(1:size(y,2),1,size(y,1))' repelem(1:size(y,1),1,size(y,2))' z(:)]
And use writematrix() as Star Strider mentioned.
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