After using the datastore function, how to change the value in the 'csv' ?

2 次查看(过去 30 天)
I find it is useful to read the 'csv' file with the datastore function. Especially for the big data.
After analysis the data, I want to change some value in the 'TabularTextDatastore' data. What function could I use?
For example:
code:
ds = datastore('airlinesmall.csv','TreatAsMissing','NA',... 'SelectedVariableNames','ArrDelay','ReadSize',1000);
sums = [];
counts = [];
while hasdata(ds)
T = read(ds);
% change the year value less than 1997 to 0 %
end

采纳的回答

Aaditya Kalsi
Aaditya Kalsi 2015-11-3
The datastore cannot reflect the changed values because it simply reads the data from the file into a table.
If you want to store the changed values, you want to write the modified table back out.
Example:
while hasdata(ds)
[T, info] = read(ds);
T.DateValue(T.DateValue < 1997) = 0;
filename = ['newfolder/newfile_', num2str(info.Offset), '.txt'];
writetable(T, filename);
end
newds = datastore('newfolder/*.txt');
While this may not be the most efficient, it certainly will work.
Hope that helps.
  1 个评论
Jingyu Ru
Jingyu Ru 2015-11-4
Thank you for your helping. Do you mean in this 'datastore' framework or even in this release of Matlab, I have to save every partition csv/txt files respectively and assemble them together using other software after analyzing all the data?

请先登录,再进行评论。

更多回答(0 个)

类别

Help CenterFile Exchange 中查找有关 Datastore 的更多信息

产品

Community Treasure Hunt

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

Start Hunting!

Translated by