Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Read and write from/to a binary file in Matlab

My knowledge of matlab is merely on a need to know basis, so this is probably an elementary question. Nevertheless here it comes:

I have got a file containing data (16-bit integers) stored in binary format. How do I read it into a vector /an array in matlab? How do I write this data to a file in matlab? Is there any smart tweak to increase the performance speed when reading/writing a huge amount of data (gigabytes)?

like image 664
AnnaR Avatar asked Oct 15 '08 17:10

AnnaR


People also ask

How do I write data into a binary file in Matlab?

fwrite( fileID , A ) writes the elements of array A as 8-bit unsigned integers to a binary file in column order. The binary file is indicated by the file identifier, fileID . Use fopen to open the file and obtain the fileID value. When you finish writing, close the file by calling fclose(fileID) .

How do I extract binary data from a file?

The binary data of a local file selected by the user can be retrieved using the readAsBinaryString() method of a FileReader object.


1 Answers

As Bill the Lizard wrote you can use fread to load the data into a vector. I just want to expand a little on his answer.

Reading Data

>> fid=fopen('data.bin','rb') % opens the file for reading
>> A = fread(fid, count, 'int16') % reads _count_ elements and stores them in A.

The commands fopen and fread default to Little-endian[1] encoding for the integers. If your file is Big-endian encoded you will need to change the fread to

>> A = fread(fid, count, 'int16', 'ieee-be');

Also, if you want to read the whole file set

>> count=inf;

and if you want to read the data into matrix with n columns use

>> count=[n inf];

Writing Data

As for witting the data to a file. The command, fwrite, in Bill's answer will write to a binary file. If you want to write the data to a text file you can use dlmwrite

>> dlmwrite('data.csv',A,',');

References

[1] http://en.wikipedia.org/wiki/Endianness

Update

  1. The machine format (IE, ieee-be, ieee-le, vaxd etc.) of the binary data can be specified in either the fopen or the fread commands in Matlab. Details of the supported machine format can be found in Matlab's documentation of fopen.

  2. Scott French's comment to Bill's answer suggests reading the data into an int16 variable. To do this use

    >> A = int16(fread(fid,count,precision,machineFormat));
    

    where count is the size/shape of the data to be read, precision is the data format, and machineformat is the encoding of each byte.

  3. See commands fseek to move around the file. For example,

    >> fseek(fid,0,'bof');
    

    will rewind the file to the beginning where bof stands for beginning of file.

like image 194
Azim J Avatar answered Oct 27 '22 01:10

Azim J