octave: Inheritance and Aggregation
34.5 Inheritance and Aggregation
================================
Using classes to build new classes is supported by Octave through the
use of both inheritance and aggregation.
Class inheritance is provided by Octave using the ‘class’ function in
the class constructor. As in the case of the polynomial class, the
Octave programmer will create a structure that contains the data fields
required by the class, and then call the ‘class’ function to indicate
that an object is to be created from the structure. Creating a child of
an existing object is done by creating an object of the parent class and
providing that object as the third argument of the class function.
This is most easily demonstrated by example. Suppose the programmer
needs a FIR filter, i.e., a filter with a numerator polynomial but a
denominator of 1. In traditional Octave programming this would be
performed as follows.
octave:1> x = [some data vector];
octave:2> n = [some coefficient vector];
octave:3> y = filter (n, 1, x);
The equivalent behavior can be implemented as a class @FIRfilter.
The constructor for this class is the file ‘FIRfilter.m’ in the class
directory ‘@FIRfilter’.
## -*- texinfo -*-
## @deftypefn {} {} FIRfilter ()
## @deftypefnx {} {} FIRfilter (@var{p})
## Create a FIR filter with polynomial @var{p} as coefficient vector.
## @end deftypefn
function f = FIRfilter (p)
if (nargin > 1)
print_usage ();
endif
if (nargin == 0)
p = @polynomial ([1]);
elseif (! isa (p, "polynomial"))
error ("@FIRfilter: P must be a polynomial object");
endif
f.polynomial = [];
f = class (f, "FIRfilter", p);
endfunction
As before, the leading comments provide documentation for the class
constructor. This constructor is very similar to the polynomial class
constructor, except that a polynomial object is passed as the third
argument to the ‘class’ function, telling Octave that the FIRfilter
class will be derived from the polynomial class. The FIR filter class
itself does not have any data fields, but it must provide a struct to
the ‘class’ function. Given that the @polynomial constructor will add
an element named POLYNOMIAL to the object struct, the @FIRfilter just
initializes a struct with a dummy field POLYNOMIAL which will later be
overwritten.
Note that the sample code always provides for the case in which no
arguments are supplied. This is important because Octave will call a
constructor with no arguments when loading objects from saved files in
order to determine the inheritance structure.
A class may be a child of more than one class (
class
XREFclass.), and inheritance may be nested. There is no limitation to
the number of parents or the level of nesting other than memory or other
physical issues.
As before, a class requires a ‘display’ method. A simple example
might be
function display (f)
printf ("%s.polynomial", inputname (1));
display (f.polynomial);
endfunction
Note that the FIRfilter’s display method relies on the display method
from the polynomial class to actually display the filter coefficients.
Once a constructor and display method exist, it is possible to create
an instance of the class. It is also possible to check the class type
and examine the underlying structure.
octave:1> f = FIRfilter (polynomial ([1 1 1]/3))
f.polynomial = 0.33333 + 0.33333 * X + 0.33333 * X ^ 2
octave:2> class (f)
ans = FIRfilter
octave:3> isa (f, "FIRfilter")
ans = 1
octave:4> isa (f, "polynomial")
ans = 1
octave:5> struct (f)
ans =
scalar structure containing the fields:
polynomial = 0.33333 + 0.33333 * X + 0.33333 * X ^ 2
The only thing remaining to make this class usable is a method for
processing data. But before that, it is usually desirable to also have
a way of changing the data stored in a class. Since the fields in the
underlying struct are private by default, it is necessary to provide a
mechanism to access the fields. The ‘subsref’ method may be used for
both tasks.
function r = subsref (f, x)
switch (x.type)
case "()"
n = f.polynomial;
r = filter (n.poly, 1, x.subs{1});
case "."
fld = x.subs;
if (! strcmp (fld, "polynomial"))
error ('@FIRfilter/subsref: invalid property "%s"', fld);
endif
r = f.polynomial;
otherwise
error ("@FIRfilter/subsref: invalid subscript type for FIR filter");
endswitch
endfunction
The "()" case allows us to filter data using the polynomial provided
to the constructor.
octave:2> f = FIRfilter (polynomial ([1 1 1]/3));
octave:3> x = ones (5,1);
octave:4> y = f(x)
y =
0.33333
0.66667
1.00000
1.00000
1.00000
The "." case allows us to view the contents of the polynomial field.
octave:1> f = FIRfilter (polynomial ([1 1 1]/3));
octave:2> f.polynomial
ans = 0.33333 + 0.33333 * X + 0.33333 * X ^ 2
In order to change the contents of the object a ‘subsasgn’ method is
needed. For example, the following code makes the polynomial field
publicly writable
function fout = subsasgn (f, index, val)
switch (index.type)
case "."
fld = index.subs;
if (! strcmp (fld, "polynomial"))
error ('@FIRfilter/subsasgn: invalid property "%s"', fld);
endif
fout = f;
fout.polynomial = val;
otherwise
error ("@FIRfilter/subsasgn: Invalid index type")
endswitch
endfunction
so that
octave:1> f = FIRfilter ();
octave:2> f.polynomial = polynomial ([1 2 3])
f.polynomial = 1 + 2 * X + 3 * X ^ 2
Defining the FIRfilter class as a child of the polynomial class
implies that a FIRfilter object may be used any place that a polynomial
object may be used. This is not a normal use of a filter. It may be a
more sensible design approach to use aggregation rather than
inheritance. In this case, the polynomial is simply a field in the
class structure. A class constructor for the aggregation case might be
## -*- texinfo -*-
## @deftypefn {} {} FIRfilter ()
## @deftypefnx {} {} FIRfilter (@var{p})
## Create a FIR filter with polynomial @var{p} as coefficient vector.
## @end deftypefn
function f = FIRfilter (p)
if (nargin > 1)
print_usage ();
endif
if (nargin == 0)
f.polynomial = @polynomial ([1]);
else
if (! isa (p, "polynomial"))
error ("@FIRfilter: P must be a polynomial object");
endif
f.polynomial = p;
endif
f = class (f, "FIRfilter");
endfunction
For this example only the constructor needs changing, and all other
class methods stay the same.
Info Catalog
octave: Overloading Objects
octave: Object Oriented Programming
octave: classdef Classes