Find elements in table without looping (Matlab)
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NC on 5 Jun 2015
As this seems to be a quite common problem, I have spent a while trying to find a suitable answer for my case in other posts. However, most of them are full of maths and I cannot see the solution very clear.
This is my case:
I generated a function that imports data into Matlab in form of a table. The table looks like:
This table has around one million of rows. Basically, I need to extract from this table just the rows where the table1.ID matches 'DHK' and leave the result in another table.
This is the code I have just now:
This code works but it takes extremely long time as I am dealing with a million of rows and many import files. There migth be a better way or command that automatically finds the information that I need instead of looking for it line by line?. I found this MATLAB link on the documentation but I am not sure how to apply it for what I need: http://uk.mathworks.com/help/matlab/matlab_prog/find-array-elements-that-meet-a-condition.html
I would be very grateful if somebody could help me.
More Answers (2)
Peter Perkins on 5 Jun 2015
First convert those highly repetitive strings to a categorical variable:
table1.Var1 = categorical(table1.Var1);
Type whos before and after doing that and watch your memory use decrease. Then do more or less what Azzi suggests, leveraging the categorical equality operator:
table2 = table1(table1.ID == 'DHK',:);