Vector: Difference between revisions

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Adding two (or more) vectors '''combines''' them. You have already experienced vector addition if you've ever pushed an object with two hands!
Adding two (or more) vectors '''combines''' them. You have already experienced vector addition if you've ever pushed an object with two hands!


[[Image:Vector_add.png|center|Vector addition: (4,1) + (-3,1) = (1,2)]]
[[File:Vector_add.png|center|Vector addition: (4,1) + (-3,1) = (1,2)]]


=== Subtraction ===
=== Subtraction ===
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Subtracting one vector from another produces the '''difference''' between the two - in other words, how to get to the first location from the second. The result is local to the ''second'' vector.
Subtracting one vector from another produces the '''difference''' between the two - in other words, how to get to the first location from the second. The result is local to the ''second'' vector.


[[Image:Vector_subtraction.png|center|Vector subtraction: (2,3) - (-2,1) = (4,2)]]
[[File:Vector_subtraction.png|center|Vector subtraction: (2,3) - (-2,1) = (4,2)]]


{{tip|The order in which you subtract defines the direction of the vector.}}
{{tip|The order in which you subtract defines the direction of the vector.}}
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Multiplying or dividing a vector by a [[Wikipedia:Scalar|scalar]] (i.e. an [[int]] or [[float]]) will change its '''length''' (sometimes called "magnitude") without affecting its direction.
Multiplying or dividing a vector by a [[Wikipedia:Scalar|scalar]] (i.e. an [[int]] or [[float]]) will change its '''length''' (sometimes called "magnitude") without affecting its direction.


[[Image:Vector-scalar_multiply.png|center|Vector-scalar multiplication: (1,2) x 2 = (2,4)]]
[[File:Vector-scalar_multiply.png|center|Vector-scalar multiplication: (1,2) x 2 = (2,4)]]


{{tip|Dividing a vector by its length [[normal]]ises it. Use <code>VectorNormalize()</code> to do this quickly.}}
{{tip|Dividing a vector by its length [[normal]]ises it. Use <code>VectorNormalize()</code> to do this quickly.}}
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{{note|''True dot products are only produced when the length of both vectors is 1.'' The [[normal]]isation step has been skipped in the following demonstration to make its equations simpler (but the positive/zero/negative rule still applies).}}
{{note|''True dot products are only produced when the length of both vectors is 1.'' The [[normal]]isation step has been skipped in the following demonstration to make its equations simpler (but the positive/zero/negative rule still applies).}}


[[Image:Vector_dotproduct.png|center|Vector dot products: (2,2) x (-2,0) = (-4,0) = -4; (2,2) x (-2,2) = (-4,4) = 0; (2,2) x (2,2) = (4,4) = 8]]
[[File:Vector_dotproduct.png|center|Vector dot products: (2,2) x (-2,0) = (-4,0) = -4; (2,2) x (-2,2) = (-4,4) = 0; (2,2) x (2,2) = (4,4) = 8]]


This code calculates a dot product with the aid of Source's various helper functions:
This code calculates a dot product with the aid of Source's various helper functions:


Vector vecTarget = GetAbsOrigin() - pTarget->GetAbsOrigin(); ''// Get local vector to target''
<source lang=cpp>
'''VectorNormalize'''(vecTarget); ''// Normalisation needs to be done beforehand''
Vector vecTarget = GetAbsOrigin() - pTarget->GetAbsOrigin(); ''// Get local vector to target''
'''VectorNormalize'''(vecTarget); ''// Normalisation needs to be done beforehand''
Vector vecFacing;
 
'''[[AngleVectors()|AngleVectors]]'''(GetLocalAngles(),&vecFacing); ''// Convert facing angle to equivalent vector (arrives normalised)''
Vector vecFacing;
'''[[AngleVectors()|AngleVectors]]'''(GetLocalAngles(),&vecFacing); ''// Convert facing angle to equivalent vector (arrives normalised)''
float result = '''DotProduct'''(vecTarget,vecFacing); ''// Get the dot product''
 
float result = '''DotProduct'''(vecTarget,vecFacing); ''// Get the dot product''
if (result > 0)
 
Msg("pTarget is in front of me!\n");
if (result > 0)
Msg("pTarget is in front of me!\n");
</source>


{{tip|There is no need to normalise if you only care about whether one location is in front of another.}}
{{tip|There is no need to normalise if you only care about whether one location is in front of another.}}
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A cross product is a vector '''perpendicular''' to two input vectors. It's used to extrapolate a third dimension from just two: the cross product of a vector pointing down the X-axis and a vector pointing down the Y-axis is a vector pointing down the Z-axis.
A cross product is a vector '''perpendicular''' to two input vectors. It's used to extrapolate a third dimension from just two: the cross product of a vector pointing down the X-axis and a vector pointing down the Y-axis is a vector pointing down the Z-axis.


The equation is fiddly and doesn't have to be learnt; just use <code>CrossProduct(vecA,vecB,&vecResult)</code>. There generally isn't any need to normalise the input vectors. Most modders will likely only use cross products rarely, if ever - but if required, be aware that a [http://mathworld.wolfram.com/CrossProduct.html moderate amount of math] is required to [http://en.wikipedia.org/wiki/Cross_product properly understand] this operation.
The equation is fiddly and doesn't have to be learnt; just use <code>CrossProduct(vecA,vecB,&vecResult)</code>. There generally isn't any need to normalise the input vectors. Most modders will likely only use cross products rarely, if ever - but if required, be aware that a [http://mathworld.wolfram.com/CrossProduct.html moderate amount of math] is required to [[Wikipedia:Cross product|properly understand]] this operation.
 
== Rotation ==
 
Rotating a Vector requires a [[matrix3x4_t|matrix]], so can't be done with an operation like those above. Thankfully you don't need to get involved in the gritty details: just call <code>VectorRotate(Vector in, QAngle in, Vector& out)</code>.


== Special Vectors ==
== Special Vectors ==


The code defines two 'special' Vectors in mathlib.h, available through the precompiled header.
Source defines two special Vectors:
; <code>const Vector vec3_origin</code>
 
: This is the Vector ( 0, 0, 0 ).
; <code>vec3_origin</code>
; <code>const Vector vec3_invalid</code>
: Vector(0,0,0).
; <code>vec3_invalid</code>
: This is used for invalid Vectors, e.g. if you need to return a Vector in a function, but something is not possible (such as the intersection-point of two parallel straight lines).
: This is used for invalid Vectors, e.g. if you need to return a Vector in a function, but something is not possible (such as the intersection-point of two parallel straight lines).


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: Returns the [[#Cross product|cross product]] of the current vector and <code>vOther</code>.
: Returns the [[#Cross product|cross product]] of the current vector and <code>vOther</code>.
; <code>bool WithinAABox(vecBoxmin,vecBoxmax)</code>
; <code>bool WithinAABox(vecBoxmin,vecBoxmax)</code>
: Does the vector end within this box? Argument vectors are local.
: Tests whether the Vector ends within the given box. Box min/max values are local to the Vector.


=== Casts ===
=== Casts ===
Line 156: Line 163:


; <code>[[float]] VectorNormalize(vec)</code>
; <code>[[float]] VectorNormalize(vec)</code>
: Divides the vector by its length, [[normal]]ising it (see [[Wikipedia:Unitvector]]. Returns the old length.
: Divides the vector by its length, [[normal]]ising it. Modifies the Vector and returns the old length.
; <code>[[vec_t]] DotProduct(vecA,vecB)</code>
; <code>[[vec_t]] DotProduct(vecA,vecB)</code>
: See [[#Dot product]].
: See [[#Dot product]].
; <code>void CrossProduct(vecA,vecB,vecResult)</code>
; <code>void CrossProduct(vecA,vecB,vecResult)</code>
: See [[#Cross product]].
: See [[#Cross product]].
; <code>void VectorRotate(in1,in2,out)</code>
; <code>void VectorTransform(Vector in1, matrix3x4_t in2, Vector out)</code>
; <code>void VectorIRotate(in1,in2,out)</code>
: See [[matrix3x4_t]].
: It rotates a Vector around the center (Vector( 0, 0, 0 )). Various overloads accept a Vector or a [[float]]-pointer as <code>in1</code> and <code>out</code> (which should be pointing at the first element of a Vector; see [[#Casts|<code>Base()</code>]]) and a <code>[[matrix3x4_t]]</code>, <code>[[QAngle]]</code> or <code>[[Quaternion]]</code> as <code>in2</code>.
: <code>in1</code> represents the Vector that should be rotated, <code>in2</code> is the angle and <code>out</code> the result.
: <code>VectorIRotate</code> does an 'inverse' rotate.
; <code>void VectorTransform(in1,in2,out)</code>
; <code>void VectorITransform(in1,in2,out)</code>
: It transforms the Vector into another [[matrix]]. <code>in1</code> and out is a [[float]]-pointer, which should point at the first element of the Vector (see [[#Casts|<code>Base()</code>]]).
: <code>in1</code> represents the Vector that should be transformed, <code>in2</code> is the matrix it should be transformed into and <code>out</code> the result.
: <code>VectorITransform</code> does an 'inverse' transform.
 
* [[UTIL_VecToYaw()|<code>UTIL_VecToYaw()</code> / <code>UTIL_VecToPitch()</code>]]
* [[UTIL_VecToYaw()|<code>UTIL_VecToYaw()</code> / <code>UTIL_VecToPitch()</code>]]
* [[AngleVectors()|<code>AngleVectors()</code> / <code>VectorAngles()</code>]]
* [[AngleVectors()|<code>AngleVectors()</code> / <code>VectorAngles()</code>]]
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* [[Wikipedia:Euclidean vector]]
* [[Wikipedia:Euclidean vector]]
* <code>[[vec_t]]</code>
* <code>[[vec_t]]</code>
* <code>[[VectorVectors]]</code>
* <code>[[Vector2D]]</code>
* <code>[[Vector2D]]</code>
* <code>[[QAngle]]</code>
* <code>[[QAngle]]</code>
* <code>[[matrix3x4_t]]</code>
* <code>[[CUtlVector]]</code>
* <code>[[CUtlVector]]</code>



Revision as of 13:26, 25 January 2010

Template:Otherlang2

Vector is a C++ class that represents a line with direction and length, starting at the current origin. Each vector contains three vec_t ordinates:

  • X +right/-left
  • Y +forward/-backward
  • Z +up/-down

(1,20,5) means 1 unit right, 20 units in front and 5 units above the current origin.

Note.pngNote:Source's vector class is geometric and very different from the Standard Template Library's, which is a type of array. The STL-style vector has been renamed CUtlVector in Source.

Declaration

Vector vecMyVector = Vector(1,20,5);
  • The classname Vector is case-sensitive.
  • You can construct it by defining the X, Y and Z member variables separately, pass a single value for all three or copying the data of another Vector.
  • The prefix vec (or sometimes just v) identifies the variable as a vector.

Orientation

A vector does not have an orientation; that is determined by the code that uses it.

In the vast majority of cases a vector will be interpreted as world axis aligned regardless of an entity's rotation, but there are few cases (e.g. applying physics forces), where they are considered object axis aligned.

There is no way of telling which interpretation will be used from the variable, so check for function comments when in doubt. Use VectorRotate() and VectorIRotate() to translate between alignments.

Uses

Positioning
Every entity's position ('origin') is stored as a vector relative to its parent: you are likely to be familiar with this idea already as Cartesian grid coordinates. See GetAbsOrigin() for more details.
Movement
An entity attempts to move the length of its velocity vector once per second.
Tracelines
A TraceLine is fired from one point to another (or to near-infinity), detecting what it "hits" along its path.

Operations

All vectors in an operation must have the same origin for the result to make sense. Whether a local or absolute origin is used depends on what you're trying to achieve.

Addition

Adding two (or more) vectors combines them. You have already experienced vector addition if you've ever pushed an object with two hands!

Vector addition: (4,1) + (-3,1) = (1,2)

Subtraction

Subtracting one vector from another produces the difference between the two - in other words, how to get to the first location from the second. The result is local to the second vector.

Vector subtraction: (2,3) - (-2,1) = (4,2)
Tip.pngTip:The order in which you subtract defines the direction of the vector.

Multiplication

Scalar

Multiplying or dividing a vector by a scalar (i.e. an int or float) will change its length (sometimes called "magnitude") without affecting its direction.

Vector-scalar multiplication: (1,2) x 2 = (2,4)
Tip.pngTip:Dividing a vector by its length normalises it. Use VectorNormalize() to do this quickly.

Dot product

Multiplying two vectors then adding the result's ordinates produces a dot product, which when both vectors have been normalised (see above) is equal to the cosine of the angle between the two vectors.

One use of a dot product is to tell how closely the two vectors align. +1 means a match, 0 means they are perpendicular to each other, and -1 means they are opposed.

Note.pngNote:True dot products are only produced when the length of both vectors is 1. The normalisation step has been skipped in the following demonstration to make its equations simpler (but the positive/zero/negative rule still applies).
Vector dot products: (2,2) x (-2,0) = (-4,0) = -4; (2,2) x (-2,2) = (-4,4) = 0; (2,2) x (2,2) = (4,4) = 8

This code calculates a dot product with the aid of Source's various helper functions:

Vector vecTarget = GetAbsOrigin() - pTarget->GetAbsOrigin();	''// Get local vector to target''
'''VectorNormalize'''(vecTarget);	''// Normalisation needs to be done beforehand''

Vector vecFacing;
'''[[AngleVectors()|AngleVectors]]'''(GetLocalAngles(),&vecFacing);	''// Convert facing angle to equivalent vector (arrives normalised)''

float result = '''DotProduct'''(vecTarget,vecFacing);	''// Get the dot product''

if (result > 0)
	Msg("pTarget is in front of me!\n");
Tip.pngTip:There is no need to normalise if you only care about whether one location is in front of another.

Cross product

A cross product is a vector perpendicular to two input vectors. It's used to extrapolate a third dimension from just two: the cross product of a vector pointing down the X-axis and a vector pointing down the Y-axis is a vector pointing down the Z-axis.

The equation is fiddly and doesn't have to be learnt; just use CrossProduct(vecA,vecB,&vecResult). There generally isn't any need to normalise the input vectors. Most modders will likely only use cross products rarely, if ever - but if required, be aware that a moderate amount of math is required to properly understand this operation.

Rotation

Rotating a Vector requires a matrix, so can't be done with an operation like those above. Thankfully you don't need to get involved in the gritty details: just call VectorRotate(Vector in, QAngle in, Vector& out).

Special Vectors

Source defines two special Vectors:

vec3_origin
Vector(0,0,0).
vec3_invalid
This is used for invalid Vectors, e.g. if you need to return a Vector in a function, but something is not possible (such as the intersection-point of two parallel straight lines).

Member functions

Length

vec_t Length()
vec_t LengthSqr()
Length() returns the vector's length in units. It's faster to use LengthSqr() and square the value for comparison, however.
bool IsLengthGreaterThan(flValue)
bool IsLengthLessThan(flValue)
Helpers that perform fast length checks using LengthSqr().
void Zero()
Sets all elements to 0.

Direction

void Init(vec_t X, Y, Z)
Quickly set an existing vector's ordinates.
void Random(vec_t minVal,vec_t maxVal)
Randomises all three ordinates within the given range.
void Negate()
Reverses the vector's direction without affecting its length.
Vector Max(vOther)
Vector Min(vOther)
Clamps the vector's ordinates either above or below the given values. The ordinates won't stay in proportion (i.e. direction might change).

Comparison

vec_t DistTo(vOther)
vec_t DistToSqr(vOther)
Returns the distance between the current vector and vOther as a scalar. As ever, the squared flavour is faster.
vec_t Dot(vOther)
Returns the dot product of the current vector and vOther.
Vector Cross(vOther)
Returns the cross product of the current vector and vOther.
bool WithinAABox(vecBoxmin,vecBoxmax)
Tests whether the Vector ends within the given box. Box min/max values are local to the Vector.

Casts

Vector2D AsVector2D()
Casts to Vector2D.
vec_t Length2D()
vec_t Length2DSqr()
As their standard equivalents, but ignoring the Z-axis.
Base()
Casts to vec_t*, basically the same as &vec.x or (float*)&vec.

Helper functions

These globals are all available through cbase.h.

float VectorNormalize(vec)
Divides the vector by its length, normalising it. Modifies the Vector and returns the old length.
vec_t DotProduct(vecA,vecB)
See #Dot product.
void CrossProduct(vecA,vecB,vecResult)
See #Cross product.
void VectorTransform(Vector in1, matrix3x4_t in2, Vector out)
See matrix3x4_t.

See also