Generate C++ Classes for MATLAB Classes - MATLAB & Simulink (original) (raw)
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When you generate C++ code, the default behavior of the code generator produces C++ classes for the classes in your MATLAB® code. These include all MATLAB classes such as value classes, handle classes, and system objects.
You can change the default behavior of the code generator to produce structures for MATLAB classes. To change the default behavior, use one of these approaches:
- In a code configuration object, set
TargetLang
to'C++'
andCppPreserveClasses
tofalse
. - In the Code Generation Settings dialog box, set the Language parameter to
C++
and clear the Generate C++ classes from MATLAB classes check box.
Mapping MATLAB Classes to C++ Classes
The code generator follows certain rules when mapping MATLAB classes to C++ classes:
- The class constructor in MATLAB is mapped onto an
init
method. When an instance of the class is created, the generated code explicitly calls theinit
method. - In most cases, if a class member is set as private in MATLAB, it is also set as private in the generated C++ code.
- Static methods in MATLAB are mapped onto static C++ methods.
- Methods that do not mutate the object are marked with the
const
qualifier in the generated code.
Example: Generate Code for a Handle Class That Has Private and Public Members
This example illustrates how the code generator applies these rules to map MATLAB classes to C++ classes.
Consider the handle classMyClass
:
classdef MyClass < handle properties publicProp = 1; end properties(Access = private) privateProp end methods function obj = MyClass(value) obj.privateProp = value; end function publicMethod(obj,value) obj.privateMethod(value); end function res = calculateSomeValue(obj) res = obj.publicProp*obj.privateProp; end end methods (Access = private) function privateMethod(obj,value) obj.publicProp = obj.publicProp + value; obj.privateProp = obj.privateProp + obj.doubleThisValue(value); end end methods(Static) function res = doubleThisValue(val) res = 2 * val; end end end
Define a MATLAB function useMyClass
that usesMyClass
:
function out = useMyClass(x,y) obj = MyClass(x); obj.publicMethod(y); out = obj.calculateSomeValue; end
Generate a static C++ library for useMyClass
. Specify the input argument to be a scalar double. Set the code generation configuration propertyInlineBetweenUserFunctions
to'Readability'
.
cfg = coder.config('lib'); cfg.TargetLang = 'C++'; cfg.InlineBetweenUserFunctions = 'Readability'; codegen -config cfg useMyClass -args {0,0} -report
Code generation successful: View report
Open the code generation report and inspect the generated code. The fileuseMyClass.cpp
contains the generated C++ function.
double useMyClass(double x, double y)
{
MyClass obj;
obj.init(x);
obj.publicMethod(y);
return obj.calculateSomeValue();
}
The file MyClass.h
contains the definition of the generated C++ class MyClass
:
class MyClass {
public:
MyClass *init(double b_value);
void publicMethod(double b_value);
static double doubleThisValue(double val);
double calculateSomeValue() const;
double publicProp;
private:
double privateProp;
};
This table shows how the code generator applies its mapping rules to generate C++ code for useMyClass
.
Rule | Code Snippet |
---|---|
The class constructor in MATLAB is mapped onto an init method. When an instance of the class is created, the generated code explicitly calls theinit method. | The file MyClass.cpp contains the definition ofinit.MyClass *MyClass::init(double b_value) { MyClass *obj; obj = this; obj->publicProp = 1.0; obj->privateProp = b_value; return obj; } |
In most cases, if a class member is set as private in MATLAB, it is also set as private in the generated C++ code.In certain situations, inlining a public method in the generated C++ code changes a private property in the your MATLAB code to a public property in the generated code and breaks data encapsulation. For example, suppose that a public methodmyMethod that uses a private propertyprop of the object is called by an entry-point function. If myMethod is inlined in the generated code, the propertyprop must be visible from outside the object and changed to a public property.To limit this occurrence, the code generator uses a special inlining rule for public methods in this situation:If the code configuration propertyInlineBetweenUserFunctions or the equivalent code generation setting Inline between user functions in the MATLAB Coderâ„¢ app is set to 'Readability', the code generator does not inline the public method calls that appear outside the class definition.In the following situations, the same inlining rules apply to both ordinary functions and public methods:The function or method is called using coder.inlineCall or coder.nonInlineCall. This call overridescoder.inline directives in the body of the function, as well as global inlining settings.The body of the function or the method contains an explicitcoder.inline('always') orcoder.inline('never') directive. This directive overrides global inlining settings.You set the code configuration propertyInlineBetweenUserFunctions or the equivalent code generation setting Inline between user functions in the MATLAB Coder app to 'Never','Speed', or 'Always'. A call to a method appears inside another method of the same class.See Control Inlining to Fine-Tune Performance and Readability of Generated Code. | The definition of the generated C++ class MyClass is:class MyClass { public: MyClass *init(double b_value); void publicMethod(double b_value); static double doubleThisValue(double val); double calculateSomeValue() const; double publicProp; private: double privateProp; };The visibility of all data and member functions is preserved between MATLAB and the generated code.The private methodprivateMethod does not appear in this definition.privateMethod is inlined in the definition ofpublicMethod, which is found in the fileMyClass.cpp.void MyClass::publicMethod(double b_value) { publicProp += b_value; privateProp += MyClass::doubleThisValue(b_value); } |
Static methods in MATLAB are mapped onto static C++ methods. | The generated code for the static methoddoubleThisValue has this signature:double MyClass::doubleThisValue(double val) { return 2.0 * val; } |
Methods that do not mutate the object are marked with theconst qualifier in the generated code. | The public method calculateSomeValue does not mutate the object. The generated method has this signature:double MyClass::calculateSomeValue() const { return publicProp * privateProp; } |
Additional Usage Notes and Limitations
These additional usage notes and limitations apply when generating C++ classes from MATLAB classes:
- The class prototype for
_`MyClassName`_
is contained in the header file_`MyClassName`_.h
. The implementations of the methods of the class are contained in the file_`MyClassName`_.cpp
. - In the generated code, class hierarchies are flattened. For example, suppose that in your MATLAB code, class
MySubClass
inherits from classMySuperClass
. In the generated C++ code, classesMySubClass
andMySuperClass
do not have an inheritance relationship. In the generated code, the properties and methods ofMySuperClass
are reproduced in the definition ofMySubClass
. - When a MATLAB class uses different types for its properties, the code generator produces a separate C++ class for each type usage.
- If a MATLAB class member has different
GetAccess
andSetAccess
attributes, the corresponding member of the generated class has the more permissive of the two attributes. For example, if a propertyprop
has the attributes(GetAccess = public, SetAccess = private)
,prop
is defined to be a public property in the generated code. - While attempting to generate standalone code that contains C++ classes for MATLAB classes, you might get a warning message if both of these conditions are true:
- You choose to generate reentrant code by setting the
MultiInstanceCode
property in a code configuration object totrue
or by selecting the Generate re-entrant code parameter. - The destructor of a class in your MATLAB code has a persistent variable or calls another function that declares and uses a persistent variable.
In such situations, to generate code that contains C++ classes for MATLAB classes, set theMultiInstanceCode
property toFalse
or clear the parameter check box.
- You choose to generate reentrant code by setting the
See Also
coder.CodeConfig | coder.EmbeddedCodeConfig | coder.MexCodeConfig | coder.inlineCall | coder.nonInlineCall | coder.inline