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feat: add Python ML services (CPU mode) with model download
2b7aae2
import { Vector3 } from './Vector3.js';
const _vector = /*@__PURE__*/ new Vector3();
const _segCenter = /*@__PURE__*/ new Vector3();
const _segDir = /*@__PURE__*/ new Vector3();
const _diff = /*@__PURE__*/ new Vector3();
const _edge1 = /*@__PURE__*/ new Vector3();
const _edge2 = /*@__PURE__*/ new Vector3();
const _normal = /*@__PURE__*/ new Vector3();
class Ray {
constructor(origin = new Vector3(), direction = new Vector3(0, 0, -1)) {
this.origin = origin;
this.direction = direction;
}
set(origin, direction) {
this.origin.copy(origin);
this.direction.copy(direction);
return this;
}
copy(ray) {
this.origin.copy(ray.origin);
this.direction.copy(ray.direction);
return this;
}
at(t, target) {
return target.copy(this.direction).multiplyScalar(t).add(this.origin);
}
lookAt(v) {
this.direction.copy(v).sub(this.origin).normalize();
return this;
}
recast(t) {
this.origin.copy(this.at(t, _vector));
return this;
}
closestPointToPoint(point, target) {
target.subVectors(point, this.origin);
const directionDistance = target.dot(this.direction);
if (directionDistance < 0) {
return target.copy(this.origin);
}
return target.copy(this.direction).multiplyScalar(directionDistance).add(this.origin);
}
distanceToPoint(point) {
return Math.sqrt(this.distanceSqToPoint(point));
}
distanceSqToPoint(point) {
const directionDistance = _vector.subVectors(point, this.origin).dot(this.direction);
// point behind the ray
if (directionDistance < 0) {
return this.origin.distanceToSquared(point);
}
_vector.copy(this.direction).multiplyScalar(directionDistance).add(this.origin);
return _vector.distanceToSquared(point);
}
distanceSqToSegment(v0, v1, optionalPointOnRay, optionalPointOnSegment) {
// from https://github.com/pmjoniak/GeometricTools/blob/master/GTEngine/Include/Mathematics/GteDistRaySegment.h
// It returns the min distance between the ray and the segment
// defined by v0 and v1
// It can also set two optional targets :
// - The closest point on the ray
// - The closest point on the segment
_segCenter.copy(v0).add(v1).multiplyScalar(0.5);
_segDir.copy(v1).sub(v0).normalize();
_diff.copy(this.origin).sub(_segCenter);
const segExtent = v0.distanceTo(v1) * 0.5;
const a01 = -this.direction.dot(_segDir);
const b0 = _diff.dot(this.direction);
const b1 = -_diff.dot(_segDir);
const c = _diff.lengthSq();
const det = Math.abs(1 - a01 * a01);
let s0, s1, sqrDist, extDet;
if (det > 0) {
// The ray and segment are not parallel.
s0 = a01 * b1 - b0;
s1 = a01 * b0 - b1;
extDet = segExtent * det;
if (s0 >= 0) {
if (s1 >= -extDet) {
if (s1 <= extDet) {
// region 0
// Minimum at interior points of ray and segment.
const invDet = 1 / det;
s0 *= invDet;
s1 *= invDet;
sqrDist = s0 * (s0 + a01 * s1 + 2 * b0) + s1 * (a01 * s0 + s1 + 2 * b1) + c;
} else {
// region 1
s1 = segExtent;
s0 = Math.max(0, -(a01 * s1 + b0));
sqrDist = -s0 * s0 + s1 * (s1 + 2 * b1) + c;
}
} else {
// region 5
s1 = -segExtent;
s0 = Math.max(0, -(a01 * s1 + b0));
sqrDist = -s0 * s0 + s1 * (s1 + 2 * b1) + c;
}
} else {
if (s1 <= -extDet) {
// region 4
s0 = Math.max(0, -(-a01 * segExtent + b0));
s1 = s0 > 0 ? -segExtent : Math.min(Math.max(-segExtent, -b1), segExtent);
sqrDist = -s0 * s0 + s1 * (s1 + 2 * b1) + c;
} else if (s1 <= extDet) {
// region 3
s0 = 0;
s1 = Math.min(Math.max(-segExtent, -b1), segExtent);
sqrDist = s1 * (s1 + 2 * b1) + c;
} else {
// region 2
s0 = Math.max(0, -(a01 * segExtent + b0));
s1 = s0 > 0 ? segExtent : Math.min(Math.max(-segExtent, -b1), segExtent);
sqrDist = -s0 * s0 + s1 * (s1 + 2 * b1) + c;
}
}
} else {
// Ray and segment are parallel.
s1 = a01 > 0 ? -segExtent : segExtent;
s0 = Math.max(0, -(a01 * s1 + b0));
sqrDist = -s0 * s0 + s1 * (s1 + 2 * b1) + c;
}
if (optionalPointOnRay) {
optionalPointOnRay.copy(this.direction).multiplyScalar(s0).add(this.origin);
}
if (optionalPointOnSegment) {
optionalPointOnSegment.copy(_segDir).multiplyScalar(s1).add(_segCenter);
}
return sqrDist;
}
intersectSphere(sphere, target) {
_vector.subVectors(sphere.center, this.origin);
const tca = _vector.dot(this.direction);
const d2 = _vector.dot(_vector) - tca * tca;
const radius2 = sphere.radius * sphere.radius;
if (d2 > radius2) return null;
const thc = Math.sqrt(radius2 - d2);
// t0 = first intersect point - entrance on front of sphere
const t0 = tca - thc;
// t1 = second intersect point - exit point on back of sphere
const t1 = tca + thc;
// test to see if both t0 and t1 are behind the ray - if so, return null
if (t0 < 0 && t1 < 0) return null;
// test to see if t0 is behind the ray:
// if it is, the ray is inside the sphere, so return the second exit point scaled by t1,
// in order to always return an intersect point that is in front of the ray.
if (t0 < 0) return this.at(t1, target);
// else t0 is in front of the ray, so return the first collision point scaled by t0
return this.at(t0, target);
}
intersectsSphere(sphere) {
return this.distanceSqToPoint(sphere.center) <= sphere.radius * sphere.radius;
}
distanceToPlane(plane) {
const denominator = plane.normal.dot(this.direction);
if (denominator === 0) {
// line is coplanar, return origin
if (plane.distanceToPoint(this.origin) === 0) {
return 0;
}
// Null is preferable to undefined since undefined means.... it is undefined
return null;
}
const t = -(this.origin.dot(plane.normal) + plane.constant) / denominator;
// Return if the ray never intersects the plane
return t >= 0 ? t : null;
}
intersectPlane(plane, target) {
const t = this.distanceToPlane(plane);
if (t === null) {
return null;
}
return this.at(t, target);
}
intersectsPlane(plane) {
// check if the ray lies on the plane first
const distToPoint = plane.distanceToPoint(this.origin);
if (distToPoint === 0) {
return true;
}
const denominator = plane.normal.dot(this.direction);
if (denominator * distToPoint < 0) {
return true;
}
// ray origin is behind the plane (and is pointing behind it)
return false;
}
intersectBox(box, target) {
let tmin, tmax, tymin, tymax, tzmin, tzmax;
const invdirx = 1 / this.direction.x,
invdiry = 1 / this.direction.y,
invdirz = 1 / this.direction.z;
const origin = this.origin;
if (invdirx >= 0) {
tmin = (box.min.x - origin.x) * invdirx;
tmax = (box.max.x - origin.x) * invdirx;
} else {
tmin = (box.max.x - origin.x) * invdirx;
tmax = (box.min.x - origin.x) * invdirx;
}
if (invdiry >= 0) {
tymin = (box.min.y - origin.y) * invdiry;
tymax = (box.max.y - origin.y) * invdiry;
} else {
tymin = (box.max.y - origin.y) * invdiry;
tymax = (box.min.y - origin.y) * invdiry;
}
if (tmin > tymax || tymin > tmax) return null;
// These lines also handle the case where tmin or tmax is NaN
// (result of 0 * Infinity). x !== x returns true if x is NaN
if (tymin > tmin || tmin !== tmin) tmin = tymin;
if (tymax < tmax || tmax !== tmax) tmax = tymax;
if (invdirz >= 0) {
tzmin = (box.min.z - origin.z) * invdirz;
tzmax = (box.max.z - origin.z) * invdirz;
} else {
tzmin = (box.max.z - origin.z) * invdirz;
tzmax = (box.min.z - origin.z) * invdirz;
}
if (tmin > tzmax || tzmin > tmax) return null;
if (tzmin > tmin || tmin !== tmin) tmin = tzmin;
if (tzmax < tmax || tmax !== tmax) tmax = tzmax;
//return point closest to the ray (positive side)
if (tmax < 0) return null;
return this.at(tmin >= 0 ? tmin : tmax, target);
}
intersectsBox(box) {
return this.intersectBox(box, _vector) !== null;
}
intersectTriangle(a, b, c, backfaceCulling, target) {
// Compute the offset origin, edges, and normal.
// from https://github.com/pmjoniak/GeometricTools/blob/master/GTEngine/Include/Mathematics/GteIntrRay3Triangle3.h
_edge1.subVectors(b, a);
_edge2.subVectors(c, a);
_normal.crossVectors(_edge1, _edge2);
// Solve Q + t*D = b1*E1 + b2*E2 (Q = kDiff, D = ray direction,
// E1 = kEdge1, E2 = kEdge2, N = Cross(E1,E2)) by
// |Dot(D,N)|*b1 = sign(Dot(D,N))*Dot(D,Cross(Q,E2))
// |Dot(D,N)|*b2 = sign(Dot(D,N))*Dot(D,Cross(E1,Q))
// |Dot(D,N)|*t = -sign(Dot(D,N))*Dot(Q,N)
let DdN = this.direction.dot(_normal);
let sign;
if (DdN > 0) {
if (backfaceCulling) return null;
sign = 1;
} else if (DdN < 0) {
sign = -1;
DdN = -DdN;
} else {
return null;
}
_diff.subVectors(this.origin, a);
const DdQxE2 = sign * this.direction.dot(_edge2.crossVectors(_diff, _edge2));
// b1 < 0, no intersection
if (DdQxE2 < 0) {
return null;
}
const DdE1xQ = sign * this.direction.dot(_edge1.cross(_diff));
// b2 < 0, no intersection
if (DdE1xQ < 0) {
return null;
}
// b1+b2 > 1, no intersection
if (DdQxE2 + DdE1xQ > DdN) {
return null;
}
// Line intersects triangle, check if ray does.
const QdN = -sign * _diff.dot(_normal);
// t < 0, no intersection
if (QdN < 0) {
return null;
}
// Ray intersects triangle.
return this.at(QdN / DdN, target);
}
applyMatrix4(matrix4) {
this.origin.applyMatrix4(matrix4);
this.direction.transformDirection(matrix4);
return this;
}
equals(ray) {
return ray.origin.equals(this.origin) && ray.direction.equals(this.direction);
}
clone() {
return new this.constructor().copy(this);
}
}
export { Ray };