#include #include #include #include #include #include #include #include #include "gsl/gsl_blas.h" #include "gsl/gsl_cdf.h" #include "gsl/gsl_eigen.h" #include "gsl/gsl_linalg.h" #include "gsl/gsl_matrix.h" #include "gsl/gsl_vector.h" #include "debug.h" #include "mathfunc.h" static bool debug_mode = false; static bool debug_no_check = false; static bool debug_strict = false; void debug_set_debug_mode(bool setting) { debug_mode = setting; } void debug_set_no_check_mode(bool setting) {debug_no_check = setting; } void debug_set_strict_mode(bool setting) { debug_strict = setting; } bool is_debug_mode() { return debug_mode; }; bool is_no_check_mode() { return debug_no_check; }; bool is_strict_mode() { return debug_strict; }; /* Helper function to make sure gsl allocations do their job because gsl_matrix_alloc does not initiatize values (behaviour that changed in GSL2) we introduced a 'strict mode' by initializing the buffer with NaNs. This happens in STRICT mode without NO-CHECKS (i.e. -strict option). */ gsl_matrix *gsl_matrix_safe_alloc(size_t rows,size_t cols) { gsl_matrix *m = gsl_matrix_alloc(rows,cols); enforce_msg(m,"Not enough memory"); // just to be sure when there is no error handler set if (debug_strict && !debug_no_check) { gsl_matrix_set_all(m, nan("")); } return m; } // Helper function called by macro validate_K(K, check) void do_validate_K(const gsl_matrix *K, bool do_check, bool strict, const char *__file, int __line) { if (do_check) { // debug_msg("Validating K"); auto eigenvalues = getEigenValues(K); const uint count_small = count_small_values(eigenvalues,EIGEN_MINVALUE); if (count_small>1) { std::string msg = "K has "; msg += std::to_string(count_small); msg += " eigenvalues close to zero"; warning_at_msg(__file,__line,msg); } if (!isMatrixIllConditioned(eigenvalues)) warning_at_msg(__file,__line,"K is ill conditioned!"); if (!isMatrixSymmetric(K)) fail_at_msg(strict,__file,__line,"K is not symmetric!" ); const bool negative_values = has_negative_values_but_one(eigenvalues); if (negative_values) { warning_at_msg(__file,__line,"K has more than one negative eigenvalues!"); } if (count_small>1 && negative_values && !isMatrixPositiveDefinite(K)) fail_at_msg(strict,__file,__line,"K is not positive definite!"); gsl_vector_free(eigenvalues); } }