I am very new to MATLAB and i am currently trying to learn how to import files in matlab and work on it. I am importing a "*.dat" file which contains a single column of floating point numbers[they are just filter coefficients I got from a c++ code] into an array in MATLAB. When I am displaying the output in command window the first line is always " 1.0e-03 * " followed by the contents of my file. I want to know what it means? When I check my workspace the array connects the correct number of inputs. My sample code and first few lines of output are below:
Code:-
clear; clc;
coeff = fopen('filterCoeff.dat');
A = fscanf(coeff, '%f');
A
fclose(coeff);
Output:-
A =
**1.0e-03 *** <===== What does this mean?
-0.170194000000000
0
0.404879000000000
0
-0.410347000000000
P.S: I found many options to read file eg. textscan, fscanf etc. Which one is the best to use?
It is a multiplier that applies to all the numbers displayed after that. It means that, for example, the last entry of A is not -0.410347 but -0.410347e-3, that is, -0.000410347.
I think it is is just Matlab's display number type. It means each of your results are scaled by that amount.
format longg
A
And see what it displays. Look at the docs for format for other options.
Related
I have a fixed width file format (original was input for a Fortran routine). Several lines of the file look like the below:
1078.0711005.481 932.978 861.159 788.103 716.076
How this actually should read:
1078.071 1005.481 932.978 861.159 788.103 716.076
I have tried various methods, textscan, fgetl, fscanf etc, however the problem I have is, as seen above, sometimes because of the fixed width of the original files there is no whitespace between some of the numbers. I cant seem to find a way to read them directly and I cant change the original format.
The best I have come up with so far is to use fgetl which reads the whole line in, then I reshape the result into an 8,6 array
A=fgetl
A=reshape(A,8,6)
which generates the following result
11
009877
703681
852186
......
049110
787507
118936
So now I have the above and thought I might be able to concatenate the rows of that array together to form each number, although that is seeming difficult as well having tried strcat, vertcat etc.
All of that seems a long way round so was hoping for some better suggestions.
Thanks.
If you can rely on three decimal numbers you can use a simple regular expression to generate the missing blanks:
s = '1078.0711005.481 932.978 861.159 788.103 716.076';
s = regexprep(s, '(\.\d\d\d)', '$1 ');
c = textscan(s, '%f');
Now c{1} contains your numbers. This will also work if s is in fact the whole file instead of one line.
You haven't mentioned which class of output you needed, but I guess you need to read doubles from the file to do some calculations. I assume you are able to read your file since you have results of reshape() function already. However, using reshape() function will not be efficient for your case since your variables are not fixed sized (i.e 1078.071 and 932.978).
If I did't misunderstand your problem:
Your data is squashed in some parts (i.e 1078.0711005.481 instead
of 1078.071 1005.481).
Fractional part of variables have 3 digits.
First of all we need to get rid of spaces from the string array:
A = A(~ismember(A,' '));
Then using the information that fractional parts are 3 digits:
iter = length(strfind(A, '.'));
for k=1:iter
[stat,ind] = ismember('.', A);
B(k)=str2double(A(1:ind+3));
A = A(ind+4:end);
end
B will be an array of doubles as a result.
I have two Column txt file every Column contain the speed on dc motor. I want to plot every Column with the time and compaire the two curves.
I tried this code, but not working:
fid = fopen('C:\Users\Hussam Yonis\Desktop\recive.txt','r');
KK = fscanf(fid,'%f %f',[2,50]);
t=0:0.05:0.05*length(a(:,1))-0.05;
plot(t,fid(:,1),'b',t,fid(:,2),'r')
fid is just a pointer corresponding to the opened file and does not have several dimensions, so fid(:,2) will give a matrix dimensions exceeded error. You want to plot the data that came out of the file, KK in your case. Try this:
plot(t,KK(:,1),'b',t,KK(:,2),'r')
I also suspect you might have your indexing the wrong way round, although as your code is not minimal, complete and verifiable, it is difficult to say. You might find you need the following command:
plot(t,KK(1,:),'b',t,KK(2,:),'r')
I want to have a look at a large matrix in MATLAB such that all columns are printed in one single line rather than spread out over several lines.
Is such thing possible? That would be great to know.
Try disp(matrixName(:)). The matrixName(:) command turns your matrix into a long vector in column-major order, so it basically just shows you the first column, followed by the second, the third, etc.
If that does not do the trick, you could look into the doprint command.
EDIT: You could also save the matrix to a text file and view the file. You do this like so:
fileID = fopen('C:/path/to/file/myMatrix.txt');
fprintf(fileID, formatString, myMat);
fclose(fileID);
fopen documentation
fprintf documentation
Additional information can be found here
The formatString variable in the above tells fprintf how the data should be displayed. If you have a really big matrix with tons of columns, where all of the values are floats, the easiest way to create this string is to use something like:
formatString = strcat(repmat('%f ', 1, size(myMat, 2)), '\n');
This will create a long string specifying that each element in your matrix is a float, and where it goes, and then cap it off with a line feed so that the next row of your matrix starts on the next line.
Suppress your original matrix with a semicolon and then use the "disp" command to show your matrix however you want.
for i = 1 : length(matrix(1,:))
disp(matrix(:,i))
end
Some "obvious" answers:
You can choose a smaller font - then more values will fit in a line
You can play with the format command to have less digits displayed
(my favourite) Use the variable viewer - via "open selection" or Ctrl-D when the name of a variable is highlighted. This will show your matrix in an excel-like table.
I have a txt file in which each row has the x, y ,z coordinates of the point. seperated by space.I want to read points from this txt file and store it as a matrix in matlab of the form [Pm_1 Pm_2 ... Pm_nmod] where each Pm_n is a point .Could someone help me with this?
I have to actually enter it into a code which accepts the model as :
"model - matrix with model points, [Pm_1 Pm_2 ... Pm_nmod]"
I use importdata heavily for this. It reads all kinds of formats ; I normally use other methods like dlmread only if importdata doesn't work.
Usage is as simple as M = importdata('data.txt');
Just use
load -ascii data.txt
That creates a matrix called `data' in your workspace whose rows contain the coordinates.
You can find all the details of the conversion in the documentation for the load command.
I've written a script that saves its output to a CSV file for later reference, but the second script for importing the data takes an ungainly amount of time to read it back in.
The data is in the following format:
Item1,val1,val2,val3
Item2,val4,val5,val6,val7
Item3,val8,val9
where the headers are on the left-most column, and the data values take up the remainder of the row. One major difficulty is that the arrays of data values can be different lengths for each test item. I'd save it as a structure, but I need to be able to edit it outside the MATLAB environment, since sometimes I have to delete rows of bad data on a computer that doesn't have MATLAB installed. So really, part one of my question is: Should I save the data in a different format?
Second part of the question:
I've tried importdata, csvread, and dlmread, but I'm not sure which is best, or if there's a better solution. Right now I'm using my own script using a loop and fgetl, which is horribly slow for large files. Any suggestions?
function [data,headers]=csvreader(filename); %V1_1
fid=fopen(filename,'r');
data={};
headers={};
count=1;
while 1
textline=fgetl(fid);
if ~ischar(textline), break, end
nextchar=textline(1);
idx=1;
while nextchar~=','
headers{count}(idx)=textline(1);
idx=idx+1;
textline(1)=[];
nextchar=textline(1);
end
textline(1)=[];
data{count}=str2num(textline);
count=count+1;
end
fclose(fid);
(I know this is probably terribly written code - I'm an engineer, not a programmer, please don't yell at me - any suggestions for improvement would be welcome, though.)
It would probably make the data easier to read if you could pad the file with NaN values when your first script creates it:
Item1,1,2,3,NaN
Item2,4,5,6,7
Item3,8,9,NaN,NaN
or you could even just print empty fields:
Item1,1,2,3,
Item2,4,5,6,7
Item3,8,9,,
Of course, in order to pad properly you would need to know what the maximum number of values across all the items is before hand. With either format above, you could then use one of the standard file reading functions, like TEXTSCAN for example:
>> fid = fopen('uneven_data.txt','rt');
>> C = textscan(fid,'%s %f %f %f %f','Delimiter',',','CollectOutput',1);
>> fclose(fid);
>> C{1}
ans =
'Item1'
'Item2'
'Item3'
>> C{2}
ans =
1 2 3 NaN %# TEXTSCAN sets empty fields to NaN anyway
4 5 6 7
8 9 NaN NaN
Instead of parsing the string textline one character at a time. You could use strtok to break the string up for example
stringParts = {};
tline = fgetl(fid);
if ~ischar(tline), break, end
i=1;
while 1
[stringParts{i},r]=strtok(tline,',');
tline=r;
i=i+1;
if isempty(r), break; end
end
% store the header
headers{count} = stringParts{1};
% convert the data into numbers
for j=2:length(stringParts)
data{count}(j-1) = str2double(stringParts{j});
end
count=count+1;
I've had the same problem with reading csv data in Matlab, and I was surprised by how little support there is for this, but then I just found the import data tool. I'm in r2015b.
On the top bar in the "Home" tab, click on "Import Data" and choose the file you'd like to read. An app window will come up like this:
Import Data tool screenshot
Under "Import Selection" you have the option to "generate function", which gives you quite a bit of customization options, including how to fill empty cells, and what you'd like the output data structure to be. Plus it's written by MathWorks, so it's probably utilizing the fastest available method to read csv files. It was almost instantaneous on my file.
Q1) If you know the max number of columns you can fill empty entries with NaN
Also, if all values are numerical, do you really need "Item#" column? If yes, you can use only "#", so all data is numerical.
Q2) The fastest way to read num. data from a file without mex-files is csvread.
I try to avoid using strings in csv files, but if I have to, I use my csv2cell function:
http://www.mathworks.com/matlabcentral/fileexchange/20135-csv2cell