714 lines
		
	
	
		
			18 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
			
		
		
	
	
			714 lines
		
	
	
		
			18 KiB
		
	
	
	
		
			C
		
	
	
	
	
	
/*
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 * ***** BEGIN GPL LICENSE BLOCK *****
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 *
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 * This program is free software; you can redistribute it and/or
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 * modify it under the terms of the GNU General Public License
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 * as published by the Free Software Foundation; either version 2
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 * of the License, or (at your option) any later version.
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 *
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 * This program is distributed in the hope that it will be useful,
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 * but WITHOUT ANY WARRANTY; without even the implied warranty of
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 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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 * GNU General Public License for more details.
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 *
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 * You should have received a copy of the GNU General Public License
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 * along with this program; if not, write to the Free Software Foundation,
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 * Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
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 *
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 * The Original Code is Copyright (C) 2001-2002 by NaN Holding BV.
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 * All rights reserved.
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 *
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 * The Original Code is: some of this file.
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 *
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 * ***** END GPL LICENSE BLOCK *****
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 * */
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/** \file blender/blenlib/intern/math_vector.c
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 *  \ingroup bli
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 */
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#include "BLI_math.h"
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//******************************* Interpolation *******************************/
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void interp_v2_v2v2(float target[2], const float a[2], const float b[2], const float t)
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{
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	float s = 1.0f - t;
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	target[0] = s * a[0] + t * b[0];
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	target[1] = s * a[1] + t * b[1];
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}
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/* weight 3 2D vectors,
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 * 'w' must be unit length but is not a vector, just 3 weights */
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void interp_v2_v2v2v2(float p[2], const float v1[2], const float v2[2], const float v3[2], const float w[3])
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{
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	p[0] = v1[0] * w[0] + v2[0] * w[1] + v3[0] * w[2];
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	p[1] = v1[1] * w[0] + v2[1] * w[1] + v3[1] * w[2];
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}
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void interp_v3_v3v3(float target[3], const float a[3], const float b[3], const float t)
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{
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	float s = 1.0f - t;
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	target[0] = s * a[0] + t * b[0];
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	target[1] = s * a[1] + t * b[1];
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	target[2] = s * a[2] + t * b[2];
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}
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void interp_v4_v4v4(float target[4], const float a[4], const float b[4], const float t)
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{
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	float s = 1.0f - t;
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	target[0] = s * a[0] + t * b[0];
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	target[1] = s * a[1] + t * b[1];
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	target[2] = s * a[2] + t * b[2];
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	target[3] = s * a[3] + t * b[3];
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}
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/* weight 3 vectors,
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 * 'w' must be unit length but is not a vector, just 3 weights */
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void interp_v3_v3v3v3(float p[3], const float v1[3], const float v2[3], const float v3[3], const float w[3])
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{
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	p[0] = v1[0] * w[0] + v2[0] * w[1] + v3[0] * w[2];
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	p[1] = v1[1] * w[0] + v2[1] * w[1] + v3[1] * w[2];
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	p[2] = v1[2] * w[0] + v2[2] * w[1] + v3[2] * w[2];
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}
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/* weight 3 vectors,
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 * 'w' must be unit length but is not a vector, just 4 weights */
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void interp_v3_v3v3v3v3(float p[3], const float v1[3], const float v2[3], const float v3[3], const float v4[3], const float w[4])
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{
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	p[0] = v1[0] * w[0] + v2[0] * w[1] + v3[0] * w[2] + v4[0] * w[3];
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	p[1] = v1[1] * w[0] + v2[1] * w[1] + v3[1] * w[2] + v4[1] * w[3];
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	p[2] = v1[2] * w[0] + v2[2] * w[1] + v3[2] * w[2] + v4[2] * w[3];
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}
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void interp_v4_v4v4v4(float p[4], const float v1[4], const float v2[4], const float v3[4], const float w[3])
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{
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	p[0] = v1[0] * w[0] + v2[0] * w[1] + v3[0] * w[2];
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	p[1] = v1[1] * w[0] + v2[1] * w[1] + v3[1] * w[2];
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	p[2] = v1[2] * w[0] + v2[2] * w[1] + v3[2] * w[2];
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	p[3] = v1[3] * w[0] + v2[3] * w[1] + v3[3] * w[2];
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}
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void interp_v4_v4v4v4v4(float p[4], const float v1[4], const float v2[4], const float v3[4], const float v4[4], const float w[4])
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{
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	p[0] = v1[0] * w[0] + v2[0] * w[1] + v3[0] * w[2] + v4[0] * w[3];
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	p[1] = v1[1] * w[0] + v2[1] * w[1] + v3[1] * w[2] + v4[1] * w[3];
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	p[2] = v1[2] * w[0] + v2[2] * w[1] + v3[2] * w[2] + v4[2] * w[3];
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	p[3] = v1[3] * w[0] + v2[3] * w[1] + v3[3] * w[2] + v4[3] * w[3];
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}
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void mid_v3_v3v3(float v[3], const float v1[3], const float v2[3])
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{
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	v[0] = 0.5f * (v1[0] + v2[0]);
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	v[1] = 0.5f * (v1[1] + v2[1]);
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	v[2] = 0.5f * (v1[2] + v2[2]);
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}
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void mid_v2_v2v2(float v[2], const float v1[2], const float v2[2])
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{
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	v[0] = 0.5f * (v1[0] + v2[0]);
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	v[1] = 0.5f * (v1[1] + v2[1]);
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}
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void mid_v3_v3v3v3(float v[3], const float v1[3], const float v2[3], const float v3[3])
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{
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	v[0] = (v1[0] + v2[0] + v3[0]) / 3.0f;
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	v[1] = (v1[1] + v2[1] + v3[1]) / 3.0f;
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	v[2] = (v1[2] + v2[2] + v3[2]) / 3.0f;
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}
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/********************************** Angles ***********************************/
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/* Return the angle in radians between vecs 1-2 and 2-3 in radians
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 * If v1 is a shoulder, v2 is the elbow and v3 is the hand,
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 * this would return the angle at the elbow.
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 *
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 * note that when v1/v2/v3 represent 3 points along a straight line
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 * that the angle returned will be pi (180deg), rather then 0.0
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 */
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float angle_v3v3v3(const float v1[3], const float v2[3], const float v3[3])
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{
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	float vec1[3], vec2[3];
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	sub_v3_v3v3(vec1, v2, v1);
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	sub_v3_v3v3(vec2, v2, v3);
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	normalize_v3(vec1);
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	normalize_v3(vec2);
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	return angle_normalized_v3v3(vec1, vec2);
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}
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/* Quicker than full angle computation */
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float cos_v3v3v3(const float p1[3], const float p2[3], const float p3[3])
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{
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	float vec1[3], vec2[3];
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	sub_v3_v3v3(vec1, p2, p1);
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	sub_v3_v3v3(vec2, p2, p3);
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	normalize_v3(vec1);
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	normalize_v3(vec2);
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	return dot_v3v3(vec1, vec2);
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}
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/* Return the shortest angle in radians between the 2 vectors */
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float angle_v3v3(const float v1[3], const float v2[3])
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{
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	float vec1[3], vec2[3];
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	normalize_v3_v3(vec1, v1);
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	normalize_v3_v3(vec2, v2);
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	return angle_normalized_v3v3(vec1, vec2);
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}
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float angle_v2v2v2(const float v1[2], const float v2[2], const float v3[2])
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{
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	float vec1[2], vec2[2];
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	vec1[0] = v2[0] - v1[0];
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	vec1[1] = v2[1] - v1[1];
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	vec2[0] = v2[0] - v3[0];
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	vec2[1] = v2[1] - v3[1];
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	normalize_v2(vec1);
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	normalize_v2(vec2);
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	return angle_normalized_v2v2(vec1, vec2);
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}
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/* Return the shortest angle in radians between the 2 vectors */
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float angle_v2v2(const float v1[2], const float v2[2])
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{
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	float vec1[2], vec2[2];
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	vec1[0] = v1[0];
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	vec1[1] = v1[1];
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	vec2[0] = v2[0];
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	vec2[1] = v2[1];
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	normalize_v2(vec1);
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	normalize_v2(vec2);
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	return angle_normalized_v2v2(vec1, vec2);
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}
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float angle_signed_v2v2(const float v1[2], const float v2[2])
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{
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	const float perp_dot = (v1[1] * v2[0]) - (v1[0] * v2[1]);
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	return atan2f(perp_dot, dot_v2v2(v1, v2));
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}
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float angle_normalized_v3v3(const float v1[3], const float v2[3])
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{
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	/* double check they are normalized */
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#ifdef DEBUG
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	float test;
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	BLI_assert(fabsf((test = len_squared_v3(v1)) - 1.0f) < 0.0001f || fabsf(test) < 0.0001f);
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	BLI_assert(fabsf((test = len_squared_v3(v2)) - 1.0f) < 0.0001f || fabsf(test) < 0.0001f);
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#endif
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	/* this is the same as acos(dot_v3v3(v1, v2)), but more accurate */
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	if (dot_v3v3(v1, v2) < 0.0f) {
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		float vec[3];
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		vec[0] = -v2[0];
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		vec[1] = -v2[1];
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		vec[2] = -v2[2];
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		return (float)M_PI - 2.0f * (float)saasin(len_v3v3(vec, v1) / 2.0f);
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	}
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	else
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		return 2.0f * (float)saasin(len_v3v3(v2, v1) / 2.0f);
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}
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float angle_normalized_v2v2(const float v1[2], const float v2[2])
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{
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	/* double check they are normalized */
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#ifdef DEBUG
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	float test;
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	BLI_assert(fabsf((test = len_squared_v2(v1)) - 1.0f) < 0.0001f || fabsf(test) < 0.0001f);
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	BLI_assert(fabsf((test = len_squared_v2(v2)) - 1.0f) < 0.0001f || fabsf(test) < 0.0001f);
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#endif
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	/* this is the same as acos(dot_v3v3(v1, v2)), but more accurate */
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	if (dot_v2v2(v1, v2) < 0.0f) {
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		float vec[2];
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		vec[0] = -v2[0];
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		vec[1] = -v2[1];
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		return (float)M_PI - 2.0f * saasin(len_v2v2(vec, v1) / 2.0f);
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	}
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	else
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		return 2.0f * (float)saasin(len_v2v2(v2, v1) / 2.0f);
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}
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/**
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 * angle between 2 vectors defined by 3 coords, about an axis. */
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float angle_on_axis_v3v3v3_v3(const float v1[3], const float v2[3], const float v3[3], const float axis[3])
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{
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	float v1_proj[3], v2_proj[3], tproj[3];
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	sub_v3_v3v3(v1_proj, v1, v2);
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	sub_v3_v3v3(v2_proj, v3, v2);
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	/* project the vectors onto the axis */
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	project_v3_v3v3(tproj, v1_proj, axis);
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	sub_v3_v3(v1_proj, tproj);
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	project_v3_v3v3(tproj, v2_proj, axis);
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	sub_v3_v3(v2_proj, tproj);
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	return angle_v3v3(v1_proj, v2_proj);
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}
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void angle_tri_v3(float angles[3], const float v1[3], const float v2[3], const float v3[3])
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{
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	float ed1[3], ed2[3], ed3[3];
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	sub_v3_v3v3(ed1, v3, v1);
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	sub_v3_v3v3(ed2, v1, v2);
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	sub_v3_v3v3(ed3, v2, v3);
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	normalize_v3(ed1);
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	normalize_v3(ed2);
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	normalize_v3(ed3);
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	angles[0] = (float)M_PI - angle_normalized_v3v3(ed1, ed2);
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	angles[1] = (float)M_PI - angle_normalized_v3v3(ed2, ed3);
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	// face_angles[2] = M_PI - angle_normalized_v3v3(ed3, ed1);
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	angles[2] = (float)M_PI - (angles[0] + angles[1]);
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}
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void angle_quad_v3(float angles[4], const float v1[3], const float v2[3], const float v3[3], const float v4[3])
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{
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	float ed1[3], ed2[3], ed3[3], ed4[3];
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	sub_v3_v3v3(ed1, v4, v1);
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	sub_v3_v3v3(ed2, v1, v2);
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	sub_v3_v3v3(ed3, v2, v3);
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	sub_v3_v3v3(ed4, v3, v4);
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	normalize_v3(ed1);
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	normalize_v3(ed2);
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	normalize_v3(ed3);
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	normalize_v3(ed4);
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	angles[0] = (float)M_PI - angle_normalized_v3v3(ed1, ed2);
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	angles[1] = (float)M_PI - angle_normalized_v3v3(ed2, ed3);
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	angles[2] = (float)M_PI - angle_normalized_v3v3(ed3, ed4);
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	angles[3] = (float)M_PI - angle_normalized_v3v3(ed4, ed1);
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}
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void angle_poly_v3(float *angles, const float *verts[3], int len)
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{
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	int i;
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	float vec[3][3];
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	sub_v3_v3v3(vec[2], verts[len - 1], verts[0]);
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	normalize_v3(vec[2]);
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	for (i = 0; i < len; i++) {
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		sub_v3_v3v3(vec[i % 3], verts[i % len], verts[(i + 1) % len]);
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		normalize_v3(vec[i % 3]);
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		angles[i] = (float)M_PI - angle_normalized_v3v3(vec[(i + 2) % 3], vec[i % 3]);
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	}
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}
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/********************************* Geometry **********************************/
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/* Project v1 on v2 */
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void project_v2_v2v2(float c[2], const float v1[2], const float v2[2])
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{
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	float mul;
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	mul = dot_v2v2(v1, v2) / dot_v2v2(v2, v2);
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	c[0] = mul * v2[0];
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	c[1] = mul * v2[1];
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}
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/* Project v1 on v2 */
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void project_v3_v3v3(float c[3], const float v1[3], const float v2[3])
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{
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	float mul;
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	mul = dot_v3v3(v1, v2) / dot_v3v3(v2, v2);
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	c[0] = mul * v2[0];
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	c[1] = mul * v2[1];
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	c[2] = mul * v2[2];
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}
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/* project a vector on a plane defined by normal and a plane point p */
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void project_v3_plane(float v[3], const float n[3], const float p[3])
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{
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	float vector[3];
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	float mul;
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	sub_v3_v3v3(vector, v, p);
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	mul = dot_v3v3(vector, n) / len_squared_v3(n);
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	mul_v3_v3fl(vector, n, mul);
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	sub_v3_v3(v, vector);
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}
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/* Returns a vector bisecting the angle at v2 formed by v1, v2 and v3 */
 | 
						|
void bisect_v3_v3v3v3(float out[3], const float v1[3], const float v2[3], const float v3[3])
 | 
						|
{
 | 
						|
	float d_12[3], d_23[3];
 | 
						|
	sub_v3_v3v3(d_12, v2, v1);
 | 
						|
	sub_v3_v3v3(d_23, v3, v2);
 | 
						|
	normalize_v3(d_12);
 | 
						|
	normalize_v3(d_23);
 | 
						|
	add_v3_v3v3(out, d_12, d_23);
 | 
						|
	normalize_v3(out);
 | 
						|
}
 | 
						|
 | 
						|
/* Returns a reflection vector from a vector and a normal vector
 | 
						|
 * reflect = vec - ((2 * DotVecs(vec, mirror)) * mirror)
 | 
						|
 */
 | 
						|
void reflect_v3_v3v3(float out[3], const float v1[3], const float v2[3])
 | 
						|
{
 | 
						|
	float vec[3], normal[3];
 | 
						|
	float reflect[3] = {0.0f, 0.0f, 0.0f};
 | 
						|
	float dot2;
 | 
						|
 | 
						|
	copy_v3_v3(vec, v1);
 | 
						|
	copy_v3_v3(normal, v2);
 | 
						|
 | 
						|
	dot2 = 2 * dot_v3v3(vec, normal);
 | 
						|
 | 
						|
	reflect[0] = vec[0] - (dot2 * normal[0]);
 | 
						|
	reflect[1] = vec[1] - (dot2 * normal[1]);
 | 
						|
	reflect[2] = vec[2] - (dot2 * normal[2]);
 | 
						|
 | 
						|
	copy_v3_v3(out, reflect);
 | 
						|
}
 | 
						|
 | 
						|
void ortho_basis_v3v3_v3(float v1[3], float v2[3], const float v[3])
 | 
						|
{
 | 
						|
	const float f = (float)sqrt(v[0] * v[0] + v[1] * v[1]);
 | 
						|
 | 
						|
	if (f < 1e-35f) {
 | 
						|
		// degenerate case
 | 
						|
		v1[0] = (v[2] < 0.0f) ? -1.0f : 1.0f;
 | 
						|
		v1[1] = v1[2] = v2[0] = v2[2] = 0.0f;
 | 
						|
		v2[1] = 1.0f;
 | 
						|
	}
 | 
						|
	else {
 | 
						|
		const float d = 1.0f / f;
 | 
						|
 | 
						|
		v1[0] = v[1] * d;
 | 
						|
		v1[1] = -v[0] * d;
 | 
						|
		v1[2] = 0.0f;
 | 
						|
		v2[0] = -v[2] * v1[1];
 | 
						|
		v2[1] = v[2] * v1[0];
 | 
						|
		v2[2] = v[0] * v1[1] - v[1] * v1[0];
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
/* Rotate a point p by angle theta around an arbitrary axis r
 | 
						|
 * http://local.wasp.uwa.edu.au/~pbourke/geometry/
 | 
						|
 */
 | 
						|
void rotate_normalized_v3_v3v3fl(float r[3], const float p[3], const float axis[3], const float angle)
 | 
						|
{
 | 
						|
	const float costheta = cos(angle);
 | 
						|
	const float sintheta = sin(angle);
 | 
						|
 | 
						|
	/* double check they are normalized */
 | 
						|
#ifdef DEBUG
 | 
						|
	float test;
 | 
						|
	BLI_assert(fabsf((test = len_squared_v3(axis)) - 1.0f) < 0.0001f || fabsf(test) < 0.0001f);
 | 
						|
#endif
 | 
						|
 | 
						|
	r[0] = ((costheta + (1 - costheta) * axis[0] * axis[0]) * p[0]) +
 | 
						|
	       (((1 - costheta) * axis[0] * axis[1] - axis[2] * sintheta) * p[1]) +
 | 
						|
	       (((1 - costheta) * axis[0] * axis[2] + axis[1] * sintheta) * p[2]);
 | 
						|
 | 
						|
	r[1] = (((1 - costheta) * axis[0] * axis[1] + axis[2] * sintheta) * p[0]) +
 | 
						|
	       ((costheta + (1 - costheta) * axis[1] * axis[1]) * p[1]) +
 | 
						|
	       (((1 - costheta) * axis[1] * axis[2] - axis[0] * sintheta) * p[2]);
 | 
						|
 | 
						|
	r[2] = (((1 - costheta) * axis[0] * axis[2] - axis[1] * sintheta) * p[0]) +
 | 
						|
	       (((1 - costheta) * axis[1] * axis[2] + axis[0] * sintheta) * p[1]) +
 | 
						|
	       ((costheta + (1 - costheta) * axis[2] * axis[2]) * p[2]);
 | 
						|
}
 | 
						|
 | 
						|
void rotate_v3_v3v3fl(float r[3], const float p[3], const float axis[3], const float angle)
 | 
						|
{
 | 
						|
	float axis_n[3];
 | 
						|
 | 
						|
	normalize_v3_v3(axis_n, axis);
 | 
						|
 | 
						|
	rotate_normalized_v3_v3v3fl(r, p, axis_n, angle);
 | 
						|
}
 | 
						|
 | 
						|
/*********************************** Other ***********************************/
 | 
						|
 | 
						|
void print_v2(const char *str, const float v[2])
 | 
						|
{
 | 
						|
	printf("%s: %.3f %.3f\n", str, v[0], v[1]);
 | 
						|
}
 | 
						|
 | 
						|
void print_v3(const char *str, const float v[3])
 | 
						|
{
 | 
						|
	printf("%s: %.3f %.3f %.3f\n", str, v[0], v[1], v[2]);
 | 
						|
}
 | 
						|
 | 
						|
void print_v4(const char *str, const float v[4])
 | 
						|
{
 | 
						|
	printf("%s: %.3f %.3f %.3f %.3f\n", str, v[0], v[1], v[2], v[3]);
 | 
						|
}
 | 
						|
 | 
						|
void minmax_v3v3_v3(float min[3], float max[3], const float vec[3])
 | 
						|
{
 | 
						|
	if (min[0] > vec[0]) min[0] = vec[0];
 | 
						|
	if (min[1] > vec[1]) min[1] = vec[1];
 | 
						|
	if (min[2] > vec[2]) min[2] = vec[2];
 | 
						|
 | 
						|
	if (max[0] < vec[0]) max[0] = vec[0];
 | 
						|
	if (max[1] < vec[1]) max[1] = vec[1];
 | 
						|
	if (max[2] < vec[2]) max[2] = vec[2];
 | 
						|
}
 | 
						|
 | 
						|
void minmax_v2v2_v2(float min[2], float max[2], const float vec[2])
 | 
						|
{
 | 
						|
	if (min[0] > vec[0]) min[0] = vec[0];
 | 
						|
	if (min[1] > vec[1]) min[1] = vec[1];
 | 
						|
 | 
						|
	if (max[0] < vec[0]) max[0] = vec[0];
 | 
						|
	if (max[1] < vec[1]) max[1] = vec[1];
 | 
						|
}
 | 
						|
 | 
						|
/** ensure \a v1 is \a dist from \a v2 */
 | 
						|
void dist_ensure_v3_v3fl(float v1[3], const float v2[3], const float dist)
 | 
						|
{
 | 
						|
	if (!equals_v3v3(v2, v1)) {
 | 
						|
		float nor[3];
 | 
						|
 | 
						|
		sub_v3_v3v3(nor, v1, v2);
 | 
						|
		normalize_v3(nor);
 | 
						|
		madd_v3_v3v3fl(v1, v2, nor, dist);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void dist_ensure_v2_v2fl(float v1[2], const float v2[2], const float dist)
 | 
						|
{
 | 
						|
	if (!equals_v2v2(v2, v1)) {
 | 
						|
		float nor[2];
 | 
						|
 | 
						|
		sub_v2_v2v2(nor, v1, v2);
 | 
						|
		normalize_v2(nor);
 | 
						|
		madd_v2_v2v2fl(v1, v2, nor, dist);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
/***************************** Array Functions *******************************/
 | 
						|
 | 
						|
double dot_vn_vn(const float *array_src_a, const float *array_src_b, const int size)
 | 
						|
{
 | 
						|
	double d = 0.0f;
 | 
						|
	const float *array_pt_a = array_src_a + (size - 1);
 | 
						|
	const float *array_pt_b = array_src_b + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		d += (double)(*(array_pt_a--) * *(array_pt_b--));
 | 
						|
	}
 | 
						|
	return d;
 | 
						|
}
 | 
						|
 | 
						|
float normalize_vn_vn(float *array_tar, const float *array_src, const int size)
 | 
						|
{
 | 
						|
	double d = dot_vn_vn(array_tar, array_src, size);
 | 
						|
	float d_sqrt;
 | 
						|
	if (d > 1.0e-35) {
 | 
						|
		d_sqrt = (float)sqrt(d);
 | 
						|
		mul_vn_vn_fl(array_tar, array_src, size, 1.0f / d_sqrt);
 | 
						|
	}
 | 
						|
	else {
 | 
						|
		fill_vn_fl(array_tar, size, 0.0f);
 | 
						|
		d_sqrt = 0.0f;
 | 
						|
	}
 | 
						|
	return d_sqrt;
 | 
						|
}
 | 
						|
 | 
						|
float normalize_vn(float *array_tar, const int size)
 | 
						|
{
 | 
						|
	return normalize_vn_vn(array_tar, array_tar, size);
 | 
						|
}
 | 
						|
 | 
						|
void range_vn_i(int *array_tar, const int size, const int start)
 | 
						|
{
 | 
						|
	int *array_pt = array_tar + (size - 1);
 | 
						|
	int j = start + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(array_pt--) = j--;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void range_vn_fl(float *array_tar, const int size, const float start, const float step)
 | 
						|
{
 | 
						|
	float *array_pt = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(array_pt--) = start + step * (float)(i);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void negate_vn(float *array_tar, const int size)
 | 
						|
{
 | 
						|
	float *array_pt = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(array_pt--) *= -1.0f;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void negate_vn_vn(float *array_tar, const float *array_src, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = -*(src--);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void mul_vn_fl(float *array_tar, const int size, const float f)
 | 
						|
{
 | 
						|
	float *array_pt = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(array_pt--) *= f;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void mul_vn_vn_fl(float *array_tar, const float *array_src, const int size, const float f)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = *(src--) * f;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void add_vn_vn(float *array_tar, const float *array_src, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) += *(src--);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void add_vn_vnvn(float *array_tar, const float *array_src_a, const float *array_src_b, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src_a = array_src_a + (size - 1);
 | 
						|
	const float *src_b = array_src_b + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = *(src_a--) + *(src_b--);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void madd_vn_vn(float *array_tar, const float *array_src, const float f, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) += *(src--) * f;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void madd_vn_vnvn(float *array_tar, const float *array_src_a, const float *array_src_b, const float f, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src_a = array_src_a + (size - 1);
 | 
						|
	const float *src_b = array_src_b + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = *(src_a--) + (*(src_b--) * f);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void sub_vn_vn(float *array_tar, const float *array_src, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) -= *(src--);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void sub_vn_vnvn(float *array_tar, const float *array_src_a, const float *array_src_b, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src_a = array_src_a + (size - 1);
 | 
						|
	const float *src_b = array_src_b + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = *(src_a--) - *(src_b--);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void msub_vn_vn(float *array_tar, const float *array_src, const float f, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src = array_src + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) -= *(src--) * f;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void msub_vn_vnvn(float *array_tar, const float *array_src_a, const float *array_src_b, const float f, const int size)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	const float *src_a = array_src_a + (size - 1);
 | 
						|
	const float *src_b = array_src_b + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = *(src_a--) - (*(src_b--) * f);
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void fill_vn_i(int *array_tar, const int size, const int val)
 | 
						|
{
 | 
						|
	int *tar = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = val;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void fill_vn_ushort(unsigned short *array_tar, const int size, const unsigned short val)
 | 
						|
{
 | 
						|
	unsigned short *tar = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = val;
 | 
						|
	}
 | 
						|
}
 | 
						|
 | 
						|
void fill_vn_fl(float *array_tar, const int size, const float val)
 | 
						|
{
 | 
						|
	float *tar = array_tar + (size - 1);
 | 
						|
	int i = size;
 | 
						|
	while (i--) {
 | 
						|
		*(tar--) = val;
 | 
						|
	}
 | 
						|
}
 |