#include #include "vtr_assert.h" #include "vtr_error.h" #include "vtr_math.h" namespace vtr { int ipow(int base, int exp) { int result = 1; VTR_ASSERT(exp >= 0); while (exp) { if (exp & 1) result *= base; exp >>= 1; base *= base; } return result; } /* Performs linear interpolation or extrapolation on the set of (x,y) values specified by the xy_map. A requested x value is passed in, and we return the interpolated/extrapolated y value at this requested value of x. Meant for maps where both key and element are numbers. This is specifically enforced by the explicit instantiations below this function. i.e. only templates using those types listed in the explicit instantiations below are allowed */ template Y linear_interpolate_or_extrapolate(const std::map *xy_map, X requested_x){ Y result; /* the intention of this function is to interpolate/extrapolate. we can't do so with less than 2 values in the xy_map */ if (xy_map->size() < 2){ throw VtrError("linear_interpolate_or_extrapolate: cannot interpolate/extrapolate based on less than 2 (x,y) pairs", __FILE__, __LINE__); } auto itr = xy_map->find(requested_x); if (itr != xy_map->end()){ /* requested x already exists in the x,y map */ result = itr->second; } else { /* requested x does not exist in the x,y map. need to interpolate/extrapolate */ typename std::map::const_iterator it; double x_low, x_high, y_low, y_high; double slope, reference_y, delta_x; /* get first x greater than the one requested */ it = xy_map->upper_bound(requested_x); if(it == xy_map->end()){ /* need to extrapolate to higher x. based on the y values at the two largest x values */ it--; x_high = (double)it->first; y_high = (double)it->second; it--; x_low = (double)it->first; y_low = (double)it->second; } else if (it == xy_map->begin()){ /* need to extrapolate to lower x. based on the y values at the two smallest x */ x_low = (double)it->first; y_low = (double)it->second; it++; x_high = (double)it->first; y_high = (double)it->second; } else { /* need to interpolate. based on y values at x just above/below the one we want */ x_high = (double)it->first; y_high = (double)it->second; it--; x_low = (double)it->first; y_low = (double)it->second; } slope = (y_high - y_low) / (x_high - x_low); reference_y = y_low; delta_x = (double)requested_x - x_low; result = (Y)(reference_y + (slope * delta_x)); } return result; } template double linear_interpolate_or_extrapolate(const std::map *xy_map, int requested_x); /* (int,double) */ template double linear_interpolate_or_extrapolate(const std::map *xy_map, double requested_x); /* (double,double) */ }