Azzera filtri
Azzera filtri

How can I speed up a function operating on a table?

3 visualizzazioni (ultimi 30 giorni)
Alexander
Alexander il 12 Giu 2014
Commentato: Geoff Hayes il 12 Giu 2014
I have a table that is roughly 100x20. I have a function that takes a set of rows from this table and returns the same set of rows with some of the variables (columns) modified. For the sake of clarity, I use dot indexing within the function to access the variables I'm modifying. I call this function many times, and the majority of the time spent on the function is spent in table.subsref and table.subasgn. How can I speed up my function?
Below is a generic function with similar behavior.
load patients
patients = table(Age,Gender,Height,Weight,Smoker,...
'RowNames',LastName);
patients.Factor = zeros(size(patients,1),1);
rows = strcmp(patients.Gender,'Male');
patients(rows,:) = TableFcn(patients(rows,:),10);
rows = strcmp(patients.Gender,'Female');
patients(rows,:) = TableFcn(patients(rows,:),7);
function T = TableFcn(T,modulus)
if nnz(double(T.Smoker)) >= 5
TotalHeight = sum(T.Height);
Factor = mod(100*T.Height/TotalHeight,modulus);
else
TotalWeight = sum(T.Weight);
Factor = mod(100*T.Weight/TotalWeight,modulus);
end
Numbers = repmat((1:2:9).',20,1)/10;
for ii = 1:size(T,1)
if T.Age(ii) < 30
T.Factor(ii) = 18*Factor(ii);
elseif T.Age(ii) < 40
sum(Numbers(1:T.Age(ii)))
T.Factor(ii) = Factor(ii)*sum(Numbers(1:T.Age));
else
T.Factor(ii) = NaN;
end
end
end
  1 Commento
Geoff Hayes
Geoff Hayes il 12 Giu 2014
Are you using profile to determine that the majority of time spent is in the table.subsref and table.subasgn methods?

Accedi per commentare.

Risposte (0)

Prodotti

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by