#define m_zero INT2FIX(0) #define m_one INT2FIX(1) #define m_num_to_data(x) (x) #define m_data_to_num(x) (x) #define m_from_double(x) rb_float_new(x) #define m_from_real(x) rb_float_new(x) #define m_add(x,y) rb_funcall(x,'+',1,y) #define m_sub(x,y) rb_funcall(x,'-',1,y) #define m_mul(x,y) rb_funcall(x,'*',1,y) #define m_div(x,y) rb_funcall(x,'/',1,y) #define m_mod(x,y) rb_funcall(x,'%',1,y) #define m_divmod(x,y,a,b) \ {x = rb_funcall(x,id_divmod,1,y); \ a = RARRAY_PTR(x)[0]; b = RARRAY_PTR(x)[0];} #define m_pow(x,y) rb_funcall(x,id_pow,1,y) #define m_pow_int(x,y) rb_funcall(x,id_pow,1,y) #define m_abs(x) rb_funcall(x,id_abs,0) #define m_minus(x) rb_funcall(x,id_minus,0) #define m_reciprocal(x) rb_funcall(x,id_reciprocal,0) #define m_square(x) rb_funcall(x,'*',1,x) #define m_floor(x) rb_funcall(x,id_floor,0) #define m_round(x) rb_funcall(x,id_round,0) #define m_ceil(x) rb_funcall(x,id_ceil,0) #define m_trunc(x) rb_funcall(x,id_truncate,0) #define m_sign(x) rb_funcall(x,id_op_ufo,1,INT2FIX(0)) #define m_eq(x,y) RTEST(rb_funcall(x,id_eq,1,y)) #define m_ne(x,y) RTEST(rb_funcall(x,id_ne,1,y)) #define m_gt(x,y) RTEST(rb_funcall(x,id_op_gt,1,y)) #define m_ge(x,y) RTEST(rb_funcall(x,id_op_ge,1,y)) #define m_lt(x,y) RTEST(rb_funcall(x,id_op_lt,1,y)) #define m_le(x,y) RTEST(rb_funcall(x,id_op_le,1,y)) #define m_bit_and(x,y) rb_funcall(x,id_bit_and,1,y) #define m_bit_or(x,y) rb_funcall(x,id_bit_or, 1,y) #define m_bit_xor(x,y) rb_funcall(x,id_bit_xor,1,y) #define m_bit_not(x) rb_funcall(x,id_bit_not,0) #define m_isnan(x) ((rb_respond_to(x,id_nan_p)) ? RTEST(rb_funcall(x,id_nan_p,0)) : 0) #define m_isinf(x) ((rb_respond_to(x,id_infinite_p)) ? RTEST(rb_funcall(x,id_infinite_p,0)) : 0) #define m_isfinite(x) ((rb_respond_to(x,id_finite_p)) ? RTEST(rb_funcall(x,id_finite_p,0)) : 0) #define m_mulsum(x,y,z) {z = m_add(m_mul(x,y),z);} #define m_mulsum_init INT2FIX(0) #define m_rand_norm(a) rand_norm(a) #define m_sprintf(s,x) robj_sprintf(s,x) static inline int robj_sprintf(char *s, VALUE x) { VALUE v = rb_funcall(x,rb_intern("to_s"),0); return sprintf(s,"%s",StringValuePtr(v)); } static inline dtype f_sum(size_t n, char *p, ssize_t stride) { size_t i=n; dtype x,y=INT2FIX(0); for (; i--;) { x = *(dtype*)p; if (!m_isnan(x)) { y = m_add(x,y); } p += stride; } return y; } static inline dtype f_prod(size_t n, char *p, ssize_t stride) { size_t i=n; dtype x,y=INT2FIX(1); for (; i--;) { x = *(dtype*)p; if (!m_isnan(x)) { y = m_mul(x,y); } p += stride; } return y; } static inline dtype f_mean(size_t n, char *p, ssize_t stride) { size_t i=n; size_t count=0; dtype x,y=INT2FIX(0); for (; i--;) { x = *(dtype*)p; if (!m_isnan(x)) { y = m_add(x,y); count++; } p += stride; } return m_div(y,DBL2NUM(count)); } static inline dtype f_var(size_t n, char *p, ssize_t stride) { size_t i=n; size_t count=0; dtype x,m; dtype y=INT2FIX(0); m = f_mean(n,p,stride); for (; i--;) { x = *(dtype*)p; if (!m_isnan(x)) { y = m_add(y,m_square(m_abs(m_sub(x,m)))); count++; } p += stride; } return m_div(y,DBL2NUM(count-1)); } static inline dtype f_stddev(size_t n, char *p, ssize_t stride) { VALUE m = rb_const_get(rb_mKernel,rb_intern("Math")); return rb_funcall(m,rb_intern("sqrt"),1,f_var(n,p,stride)); } static inline dtype f_rms(size_t n, char *p, ssize_t stride) { size_t i=n; size_t count=0; dtype x; dtype y=INT2FIX(0); VALUE m; for (; i--;) { x = *(dtype*)p; if (!m_isnan(x)) { y = m_add(y,m_square(m_abs(x))); count++; } p += stride; } y = m_div(y,DBL2NUM(count)); m = rb_const_get(rb_mKernel,rb_intern("Math")); return rb_funcall(m,rb_intern("sqrt"),1,y); } static inline dtype f_min(size_t n, char *p, ssize_t stride) { dtype x,y; size_t i=n; y = *(dtype*)p; p += stride; i--; for (; i--;) { x = *(dtype*)p; if (!m_isnan(x) && (m_isnan(y) || m_lt(x,y))) { y = x; } p += stride; } return y; } static inline dtype f_max(size_t n, char *p, ssize_t stride) { dtype x,y; size_t i=n; y = *(dtype*)p; p += stride; i--; for (; i--;) { x = *(dtype*)p; if (!m_isnan(x) && (m_isnan(y) || m_gt(x,y))) { y = x; } p += stride; } return y; } static inline size_t f_min_index(size_t n, char *p, ssize_t stride) { dtype x, y; size_t i, j=0; y = *(dtype*)p; for (i=1; i