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Home/ Questions/Q 8124801
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Editorial Team
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Editorial Team
Asked: June 6, 20262026-06-06T06:35:03+00:00 2026-06-06T06:35:03+00:00

I’m trying to use libsvm for a certain complex application and, because libsvm is,

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I’m trying to use libsvm for a certain complex application and, because libsvm is, mostly, a C library, one has to use a custom API function to release memory, after loading certain data. Here is what I mean:

struct svm_model *model;
model = svm_load_model("path to model file");

//do some processing

svm_free_and_destroy_model(&this->model);

And these are the definitions of the libsvm API functions that I used:

struct svm_model *svm_load_model(const char *model_file_name);
void svm_free_and_destroy_model(struct svm_model **model_ptr_ptr);

Although this works just fine, if an exception occurs while I process the model data, then I’ll end up with memory leaks. To prevent this, I wrapped the above code in a class, where I call svm_load_model in the constructor and svm_free_and_destroy_model in the destructor.

Now, since we are in the era of smart pointers, I was thinking to get a bit more creative, and, somehow, declare the model variable as an std::unique_ptr, setting a pointer to svm_free_and_destroy_model as the custom deallocator, but, unfortunately, I’m not able to figure out if such a thing is doable. At the moment, I’m not even able to make it compile and I’m just shooting in the dark. Here is how I think it should work:

std::unique_ptr<struct svm_model *, /* what should I add here? */ > model (svm_load_model("path to model file"), svm_free_and_destroy_model);
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1 Answer

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  1. Editorial Team
    Editorial Team
    2026-06-06T06:35:04+00:00Added an answer on June 6, 2026 at 6:35 am

    The type argument to std::unique_ptr needs to be T, not T *. Use a lambda to call the deleter function.

    std::unique_ptr<svm_model, void(*)(svm_model *)> 
      p( svm_load_model( "path_to_model" ), 
         []( svm_model *mdl ) { 
           svm_free_and_detroy_model( &mdl ); 
         } 
       );
    

    Since VS2010 does not implement conversion of stateless lambdas to function pointers, you’ll have to use std::function to get this to work.

    std::unique_ptr<svm_model, std::function<void(svm_model*)>>
      p( svm_load_model("path_to_model"), 
         []( svm_model *mdl ) {
           svm_free_and_destroy_model( &mdl );
         }
       );
    
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