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/*
* MIT No Attribution
*
* Copyright 2023 Joel Andersson, Joris Gillis, Moritz Diehl, KU Leuven.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy of this
* software and associated documentation files (the "Software"), to deal in the Software
* without restriction, including without limitation the rights to use, copy, modify,
* merge, publish, distribute, sublicense, and/or sell copies of the Software, and to
* permit persons to whom the Software is furnished to do so.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
* PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
* HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
* OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
* SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
*
*/
/**
* Example program demonstrating the usage of C-code generated from CasADi
* Generated code is encapsulated in self-contained code with the entry points
* defined below.
* Note that other usage, e.g. accessing the internal data structures in the
* generated files is not recommended and subject to change.
*
* We show how the generated code can be used from C (or C++), without requiring
* any CasADi classes as well as how to use it from C++ using CasADi's external.
*
* Joel Andersson, 2013-2015
*/
#include <stdio.h>
#include <dlfcn.h>
// Usage from C
int usage_c(){
printf("---\n");
printf("Standalone usage from C/C++:\n");
printf("\n");
/* Handle to the dll */
void* handle;
/* Load the dll */
handle = dlopen("./f.so", RTLD_LAZY);
if(handle==0){
printf("Cannot open f.so, error %s\n", dlerror());
return 1;
}
/* Reset error */
dlerror();
typedef long long int casadi_int;
/* Typedefs */
typedef void (*signal_t)(void);
typedef casadi_int (*getint_t)(void);
typedef int (*work_t)(casadi_int* sz_arg, casadi_int* sz_res, casadi_int* sz_iw, casadi_int* sz_w);
typedef const casadi_int* (*sparsity_t)(casadi_int ind);
typedef int (*eval_t)(const double** arg, double** res, casadi_int* iw, double* w, int mem);
typedef int (*casadi_checkout_t)(void);
typedef void (*casadi_release_t)(int);
/* Memory management -- increase reference counter */
signal_t incref = (signal_t)dlsym(handle, "f_incref");
if(dlerror()) dlerror(); // No such function, reset error flags
/* Memory management -- decrease reference counter */
signal_t decref = (signal_t)dlsym(handle, "f_decref");
if(dlerror()) dlerror(); // No such function, reset error flags
/* Thread-local memory management -- checkout memory */
casadi_checkout_t checkout = (casadi_checkout_t)dlsym(handle, "f_checkout");
if(dlerror()) dlerror(); // No such function, reset error flags
/* Thread-local memory management -- release memory */
casadi_release_t release = (casadi_release_t)dlsym(handle, "f_release");
if(dlerror()) dlerror(); // No such function, reset error flags
/* Number of inputs */
getint_t n_in_fcn = (getint_t)dlsym(handle, "f_n_in");
if (dlerror()) return 1;
casadi_int n_in = n_in_fcn();
/* Number of outputs */
getint_t n_out_fcn = (getint_t)dlsym(handle, "f_n_out");
if (dlerror()) return 1;
casadi_int n_out = n_out_fcn();
/* Get sizes of the required work vectors */
casadi_int sz_arg=n_in, sz_res=n_out, sz_iw=0, sz_w=0;
work_t work = (work_t)dlsym(handle, "f_work");
if(dlerror()) dlerror(); // No such function, reset error flags
if (work && work(&sz_arg, &sz_res, &sz_iw, &sz_w)) return 1;
printf("Work vector sizes:\n");
printf("sz_arg = %lld, sz_res = %lld, sz_iw = %lld, sz_w = %lld\n\n",
sz_arg, sz_res, sz_iw, sz_w);
/* Input sparsities */
sparsity_t sparsity_in = (sparsity_t)dlsym(handle, "f_sparsity_in");
if (dlerror()) return 1;
/* Output sparsities */
sparsity_t sparsity_out = (sparsity_t)dlsym(handle, "f_sparsity_out");
if (dlerror()) return 1;
/* Print the sparsities of the inputs and outputs */
casadi_int i;
for(i=0; i<n_in + n_out; ++i){
// Retrieve the sparsity pattern - CasADi uses column compressed storage (CCS)
const casadi_int *sp_i;
if (i<n_in) {
printf("Input %lld\n", i);
sp_i = sparsity_in(i);
} else {
printf("Output %lld\n", i-n_in);
sp_i = sparsity_out(i-n_in);
}
if (sp_i==0) return 1;
casadi_int nrow = *sp_i++; /* Number of rows */
casadi_int ncol = *sp_i++; /* Number of columns */
const casadi_int *colind = sp_i; /* Column offsets */
const casadi_int *row = sp_i + ncol+1; /* Row nonzero */
casadi_int nnz = sp_i[ncol]; /* Number of nonzeros */
/* Print the pattern */
printf(" Dimension: %lld-by-%lld (%lld nonzeros)\n", nrow, ncol, nnz);
printf(" Nonzeros: {");
casadi_int rr,cc,el;
for(cc=0; cc<ncol; ++cc){ /* loop over columns */
for(el=colind[cc]; el<colind[cc+1]; ++el){ /* loop over the nonzeros entries of the column */
if(el!=0) printf(", "); /* Separate the entries */
rr = row[el]; /* Get the row */
printf("{%lld,%lld}",rr,cc); /* Print the nonzero */
}
}
printf("}\n\n");
}
/* Function for numerical evaluation */
eval_t eval = (eval_t)dlsym(handle, "f");
if(dlerror()){
printf("Failed to retrieve \"f\" function.\n");
return 1;
}
/* Allocate input/output buffers and work vectors*/
const double *arg[sz_arg];
double *res[sz_res];
casadi_int iw[sz_iw];
double w[sz_w];
/* Function input and output */
const double x_val[] = {1,2,3,4};
const double y_val = 5;
double res0;
double res1[4];
// Allocate memory (thread-safe)
incref();
/* Evaluate the function */
arg[0] = x_val;
arg[1] = &y_val;
res[0] = &res0;
res[1] = res1;
// Checkout thread-local memory (not thread-safe)
// Note MAX_NUM_THREADS
int mem = checkout();
// Evaluation is thread-safe
if (eval(arg, res, iw, w, mem)) return 1;
// Release thread-local (not thread-safe)
release(mem);
/* Print result of evaluation */
printf("result (0): %g\n",res0);
printf("result (1): [%g,%g;%g,%g]\n",res1[0],res1[1],res1[2],res1[3]);
/* Free memory (thread-safe) */
decref();
/* Free the handle */
dlclose(handle);
return 0;
}
// C++ (and CasADi) from here on
#include <casadi/casadi.hpp>
using namespace casadi;
void usage_cplusplus(){
std::cout << "---" << std::endl;
std::cout << "Usage from CasADi C++:" << std::endl;
std::cout << std::endl;
// Use CasADi's "external" to load the compiled function
Function f = external("f");
// Use like any other CasADi function
std::vector<double> x = {1, 2, 3, 4};
std::vector<DM> arg = {reshape(DM(x), 2, 2), 5};
std::vector<DM> res = f(arg);
std::cout << "result (0): " << res.at(0) << std::endl;
std::cout << "result (1): " << res.at(1) << std::endl;
}
// Usage from C using mem.h
#include <casadi/mem.h>
int usage_c_with_mem(){
printf("---\n");
printf("Usage from C/C++ with casadi/mem.h:\n");
printf("\n");
/* Handle to the dll */
void* handle;
/* Load the dll */
handle = dlopen("./f_with_mem.so", RTLD_LAZY);
if(handle==0){
printf("Cannot open f_with_mem.so, error %s\n", dlerror());
return 1;
}
/* Reset error */
dlerror();
/* Typedefs */
typedef casadi_functions* (*functions_t)(void);
/* mem.h interface */
functions_t functions = (functions_t)dlsym(handle, "f_functions");
if(dlerror()) dlerror(); // No such function, reset error flags
casadi_functions* f = functions();
casadi_mem* mem = casadi_alloc(f);
/* Function input and output */
const double x_val[] = {1,2,3,4};
const double y_val = 5;
double res0;
double res1[4];
/* Evaluate the function */
mem->arg[0] = x_val;
mem->arg[1] = &y_val;
mem->res[0] = &res0;
mem->res[1] = res1;
casadi_eval(mem);
/* Print result of evaluation */
printf("result (0): %g\n",res0);
printf("result (1): [%g,%g;%g,%g]\n",res1[0],res1[1],res1[2],res1[3]);
casadi_free(mem);
/* Success */
return 0;
}
int main(){
// Variables
SX x = SX::sym("x", 2, 2);
SX y = SX::sym("y");
// Simple function
Function f("f", {x, y}, {sqrt(y)-1, sin(x)-y});
// Generate C-code
f.generate("f");
// Compile the C-code to a shared library
std::string compile_command = "gcc -fPIC -shared -O3 f.c -o f.so";
int flag = system(compile_command.c_str());
casadi_assert(flag==0, "Compilation failed");
// Usage from C
flag = usage_c();
casadi_assert(flag==0, "Example failed");
// Usage from C++
usage_cplusplus();
// Generate C-code
f.generate("f_with_mem", {{"with_mem", true}});
// Compile the C-code to a shared library
compile_command = "gcc -fPIC -I"+ std::string(INCLUDE_DIR) + " -shared -g f_with_mem.c -o f_with_mem.so";
flag = system(compile_command.c_str());
casadi_assert(flag==0, "Compilation failed");
// Usage from c with mem.h
usage_c_with_mem();
return 0;
}
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