matfile

Access and change variables in MAT-file without loading file into memory

Description

Use a MAT-file object to access and change variables in a MAT-file without loading the file into memory. You can load or save parts of variables. Partial loading and saving of variables using a MAT-file object requires less memory than the load and save commands.

Creation

Description

example

matObj = matfile(filename) creates a matlab.io.MatFile object connected to the MAT-file specified by filename.

The MAT-file object allows you to access and change variables directly in a MAT-file, without having to load the variables into memory.

example

matObj = matfile(filename,'Writable',isWritable) enables or disables write access to the file. Specify isWritable as true or false.

Input Arguments

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Name of the MAT-file, specified as a character vector or string scalar.

  • filename can include a full or partial path; Otherwise, matfile searches for the file along the MATLAB® search path.

  • If filename does not include an extension, matfile appends .mat.

  • If the file does not exist, matfile creates a Version 7.3 MAT-file on the first assignment to a variable.

Enable write access, specified as true or false. The default value is true for new files, false for existing files.

  • true — Enable write access to the MAT-file from the MAT-file object. If the file is read-only, change the system permissions by using the fileattrib function.

  • false — Disable write access to the MAT-file from the MAT-file object.

Properties

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Access MAT-File Object Properties

Access MAT-file object properties using the syntax ObjectName.Properties.PropertyName, where PropertyName is the name of a property. For example, you can access the source file path of the MAT-file connected to the MAT-file object mObj using the syntax mObj.Properties.Source.

File path, returned as character vector containing the fully qualified path to the MAT-file.

Write access status of the MAT-file object, returned as either true or false.

  • true — MAT-file object has write access to the MAT-file.

  • false — MAT-file object has read-only access to the MAT-file.

Object Functions

size

Get array dimensions of variable in MAT-file

allDims = size(matObj,variable) returns the size of each dimension of the specified variable in the file corresponding to matObj. The output allDims is a 1-by-m vector, where m = ndims(variable).

[dim1,...,dimN] = size(matObj,variable) returns the sizes of each dimension in separate output variables dim1,...,dimN.

selectedDim = size(matObj,variable,dim) returns the size of the specified dimension.

Note: Do not call size with the syntax size(matObj.variable). This syntax loads the entire contents of the variable into memory. For very large variables, this load operation results in Out of Memory errors.

who

Get list of variables in MAT-file

varlist = who(matObj) lists alphabetically all variables in the MAT-file associated with matObj. Optionally, returns the list in cell array varlist.

varlist = who(matObj,variables) lists the specified variables.

whos

Get list of variables in MAT-file, with sizes and types

details = whos(matObj) returns information about all variables in the MAT-file associated with matObj.

details = whos(matObj,VarName1,...,VarNameN) returns information about the specified variables.

Examples

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Create a MAT-file object for your file. The matfile function constructs a matlab.io.MatFile object that corresponds to a MAT-File.

matObj = matfile('myFile.mat')

Enable write access to the MAT-file, myFile.mat, when you create the object.

m = matfile('myFile.mat','Writable',true);

Alternatively, you can enable write access after you create the MAT-file object by setting the Writable property.

m.Properties.Writable = true;

Open the sample MAT-file topography.mat. Read the variable topo from the file using the MAT-fie object. MATLAB® loads the entire variable, topo, into the workspace.

m = matfile('topography.mat');
topo = m.topo;

Copyright 2012 The MathWorks, Inc.

Create a MAT-file containing an array and then add another array to the file using the MAT-file object.

Create a MAT file by generating a 20-by-20 array, x, and saving it to myFile.mat.

x = magic(20);
save('myFile.mat','x');

Create a MAT-file object connected to the existing MAT-file. Enable write access by setting Writable to true.

m = matfile('myFile.mat','Writable',true);

Generate another 15-by-15 array, y. Save y to the MAT-file using the MAT-file object. Specify the variable in the MAT-file using dot notation similar to accessing fields of structure arrays. MATLAB® adds a variable named y to the file.

y = magic(15);
m.y = y;

Display all variables stored in the MAT-file, myFile.mat.

whos('-file','myFile.mat')
  Name       Size            Bytes  Class     Attributes

  x         20x20             3200  double              
  y         15x15             1800  double              

Access specific parts of a variable in a MAT-file using the MAT-file object. For example, you can save data to a subset of a variable in a MAT-file or read a subset of a variable into the MATLAB® workspace.

Save data to a subset of a variable y in the file myFile2.mat using the MAT-file object. First, create the MAT-file object m.

m = matfile('myFile2.mat');

Next, create and save an array to part of the variable y. Specify the variable in the MAT-file using dot notation similar to accessing fields of structure arrays. MATLAB® inserts the 20-by-20 array into the elements of y specified by the indices (81:100,81:100).

m.y(81:100,81:100) = magic(20);

Read a subset of array y into a new workspace variable, z. MATLAB® reads the 10-by-10 subarray specified by the indices (85:94,85:94) from the MAT-file into workspace variable z.

z = m.y(85:94,85:94);

Determine the size of a variable, and then calculate the average of each column.

Open the example MAT-file, stocks.mat.

filename = 'stocks.mat';
m = matfile(filename);

Determine the size of the variable, stocks, in stocks.mat.

[nrows,ncols] = size(m,'stocks');

Compute the average of each column of the variable stocks.

avgs = zeros(1,ncols);
for i = 1:ncols
    avgs(i) = mean(m.stocks(:,i));
end

Limitations

  • When accessing parts of variables in MAT-files by indexing:

    • Linear indexing is not supported. You must specify indices for all dimensions.

    • Assigning complex values to indexed portions of a real array is not supported.

  • For sparse arrays in a MAT-file, the MAT-file object:

    • Supports reading a subset of a sparse array by indexing.

    • Does not support writing (assigning values) to a subset of a sparse array by indexing.

  • The MAT-file object does not support indexing into:

    • Variables of tables

    • Cells of cell arrays

    • String arrays

    • Fields of structure arrays

    • User-defined classes

  • The MAT-file object does not support evaluating function handles using the m output. For example, if your MAT-file contains function handle myfunc, the syntax m.myfunc() attempts to index into the function handle, and does not invoke the function.

Tips

  • Efficient partial loading and saving requires Version 7.3 MAT-files. To create a Version 7.3 MAT-file, call the save function with the '-v7.3' option. For example, to convert an existing MAT-file named durer.mat to Version 7.3, call:

    load('durer.mat');
    save('mycopy_durer.mat','-v7.3');

  • Using the end keyword as part of an index causes MATLAB to load the entire variable into memory. For very large variables, this load operation results in Out of Memory errors. Rather than using end, determine the extent of a variable with the size method:

    sizeMyVar = size(matObj,'myVar')

Introduced before R2006a