2D Transformations

This tutorial is for Processing's Python Mode. If you see any errors or have comments, please let us know. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Processing has built-in functions that make it easy for you to have objects in a sketch move, spin, and grow or shrink. This tutorial will introduce you to the translate, rotate, and scale functions so that you can use them in your sketches.

Translation: Moving the Grid

As you know, your Processing window works like a piece of graph paper. When you want to draw something, you specify its coordinates on the graph. Here is a simple rectangle drawn with the code rect(20, 20, 40, 40). The coordinate system (a fancy word for “graph paper”) is shown in gray.

If you want to move the rectangle 60 units right and 80 units down, you can just change the coordinates by adding to the x and y starting point: rect(20 + 60, 20 + 80, 40, 40) and the rectangle will appear in a different place. (We put the arrow in there for dramatic effect.)

But there is a more interesting way to do it: move the graph paper instead. If you move the graph paper 60 units right and 80 units down, you will get exactly the same visual result. Moving the coordinate system is called translation.

The important thing to notice in the preceding diagram is that, as far as the rectangle is concerned, it hasn’t moved at all. Its upper left corner is still at (20,20). When you use transformations, the things you draw never change position; the coordinate system does.

Here is code that draws the rectangle in red by changing its coordinates, then draws it in blue by moving the grid. The rectangles are translucent so that you can see that they are (visually) at the same place. Only the method used to move them has changed. Copy and paste this code into Processing and give it a try.

def setup():
    size(200, 200)
    background(255)
    noStroke()

    # draw the original position in gray
    fill(192)
    rect(20, 20, 40, 40)
    
    # draw a translucent red rectangle by changing the coordinates
    fill(255, 0, 0, 128)
    rect(20 + 60, 20 + 80, 40, 40)
    
    # draw a translucent blue rectangle by translating the grid
    fill(0, 0, 255, 128)
    pushMatrix()
    translate(60, 80)
    rect(20, 20, 40, 40)
    popMatrix()

Let’s look at the translation code in more detail. pushMatrix() is a built-in function that saves the current position of the coordinate system. The translate(60, 80) moves the coordinate system 60 units right and 80 units down. The rect(20, 20, 40, 40) draws the rectangle at the same place it was originally. Remember, the things you draw don’t move—the grid moves instead. Finally, popMatrix() restores the coordinate system to the way it was before you did the translate.

Yes, you could have done a translate(-60, -80) to move the grid back to its original position. However, when you start doing more sophisticated operations with the coordinate system, it’s easier to use pushMatrix() and popMatrix() to save and restore the status rather than having to undo all your operations. Later on in this tutorial, you will find out why those functions seem to have such strange names.

What’s the Advantage?

You may be thinking that picking up the coordinate system and moving it is a lot more trouble than just adding to coordinates. For a simple example like the rectangle, you are correct. But let’s take an example of where translate() can make life easier. Here is some code that draws a row of houses. It uses a loop that calls function named house(), which takes the x and y location of the house’s upper-left corner as its parameters.

def setup():
  size(400, 100)
  background(255)
  for i in xrange(10,350,50):
    house(i, 20)

This is the code for drawing the house by changing its position. Look at all the additions that you have to keep track of.

def house(x, y):
  triangle(x + 15, y, x, y + 15, x + 30, y + 15)
  rect(x, y + 15, 30, 30)
  rect(x + 12, y + 30, 10, 15)

Compare that to the version of the function that uses translate(). In this case, the code draws the house in the same place every time, with its upper left corner at (0, 0), and lets translation do all the work instead.

def house(x, y):
  pushMatrix()
  translate(x, y)
  triangle(15, 0, 0, 15, 30, 15)
  rect(0, 15, 30, 30)
  rect(12, 30, 10, 15)
  popMatrix()

Rotation

In addition to moving the grid, you can also rotate it with the rotate() function. This function takes one argument, which is the number of radians that you want to rotate. In Processing, all the functions that have to do with rotation measure angles in radians rather than degrees. When you talk about angles in degrees, you say that a full circle has 360°. When you talk about angles in radians, you say that a full circle has 2π radians. Here is a diagram of how Processing measures angles in degrees (black) and radians (red).

Since most people think in degrees, Processing has a built-in radians() function which takes a number of degrees as its argument and converts it for you. It also has a degrees() function that converts radians to degrees. Given that background, let’s try rotating a square clockwise 45 degrees.

def setup():
  size(200, 200)
  background(255)
  smooth()
  fill(192)
  noStroke()
  rect(40, 40, 40, 40)
  
  pushMatrix()
  rotate(radians(45))
  fill(0)
  rect(40, 40, 40, 40)
  popMatrix()

Hey, what happened? How come the square got moved and cut off? The answer is: the square did not move. The grid was rotated. Here is what really happened. As you can see, on the rotated coordinate system, the square still has its upper left corner at (40, 40).

Rotating the Correct Way

The correct way to rotate the square is to:

1. Translate the coordinate system’s origin (0, 0) to where you want the upper left of the square to be.
2. Rotate the grid π/4 radians (45°)
3. Draw the square at the origin.

And here is the code and its result, without the grid marks.

def setup():
    size(200, 200)
    background(255)
    smooth()
    fill(192)
    noStroke()
    rect(40, 40, 40, 40)
    
    pushMatrix()
    # move the origin to the pivot point
    translate(40, 40)
    
    # then pivot the grid
    rotate(radians(45))
    
    # and draw the square at the origin
    fill(0)
    rect(0, 0, 40, 40)
    popMatrix()

And here is a program that generates a wheel of colors by using rotation. The screenshot is reduced to save space.

def setup():
    size(200, 200)
    background(255)
    smooth()
    noStroke()

def draw():
    if (frameCount % 10 == 0):
        fill(frameCount * 3 % 255, frameCount * 5 % 255,
          frameCount * 7 % 255)
        pushMatrix()
        translate(100, 100)
        rotate(radians(frameCount * 2  % 360))
        rect(0, 0, 80, 20)
        popMatrix()

Scaling

The final coordinate system transformation is scaling, which changes the size of the grid. Take a look at this example, which draws a square, then scales the grid to twice its normal size, and draws it again.

def setup():
    size(200,200)
    background(255)
    
    stroke(128)
    rect(20, 20, 40, 40)
    
    stroke(0)
    pushMatrix()
    scale(2.0)
    rect(20, 20, 40, 40)
    popMatrix()

First, you can see that the square appears to have moved. It hasn’t, of course. Its upper left corner is still at (20, 20) on the scaled-up grid, but that point is now twice as far away from the origin as it was in the original coordinate system. You can also see that the lines are thicker. That’s no optical illusion—the lines really are twice as thick, because the coordinate system has been scaled to double its size.

Programming Challenge: Scale up the black square, but keep its upper left corner in the same place as the gray square. Hint: use translate() to move the origin, then use scale().

There is no law saying that you have to scale the x and y dimensions equally. Try using scale(3.0, 0.5) to make the x dimension three times its normal size and the y dimension only half its normal size.

Order Matters

When you do multiple transformations, the order makes a difference. A rotation followed by a translate followed by a scale will not give the same results as a translate followed by a rotate by a scale. Here is some sample code and the results.

def setup():
    size(200, 200)
    background(255)
    smooth()
    line(0, 0, 200, 0)  # draw axes
    line(0, 0, 0, 200)
    
    pushMatrix()
    fill(255, 0, 0)     # red square
    rotate(radians(30))
    translate(70, 70)
    scale(2.0)
    rect(0, 0, 20, 20)
    popMatrix()

    pushMatrix()
    fill(255)           # white square
    translate(70, 70)
    rotate(radians(30))
    scale(2.0)
    rect(0, 0, 20, 20)
    popMatrix()

The Transformation Matrix

Every time you do a rotation, translation, or scaling, the information required to do the transformation is accumulated into a table of numbers. This table, or matrix has only a few rows and columns, yet, through the miracle of mathematics, it contains all the information needed to do any series of transformations. And that’s why the pushMatrix() and popMatrix() have that word in their name.

Push and Pop

What, about the push and pop part of the names? These come from a computer concept known as a stack, which works like a spring-loaded tray dispenser in a cafeteria. When someone returns a tray to the stack, its weight pushes the platform down. When someone needs a tray, he takes it from the top of the stack, and the remaining trays pop up a little bit.

In a similar manner, pushMatrix() puts the current status of the coordinate system at the top of a memory area, and popMatrix() pulls that status back out. The preceding example used pushMatrix() and popMatrix() to make sure that the coordinate system was “clean” before each part of the drawing. In all of the other examples, the calls to those two functions weren’t really necessary, but it doesn’t hurt anything to save and restore the grid status.

Note: in Processing, the coordinate system is restored to its original state (origin at the upper left of the window, no rotation, and no scaling) every time that the draw() function is executed.

Three-dimensional Transforms

If you are working in three dimensions, you can call the translate() function with three arguments for the x, y, and z distances. Similarly, you can call scale() with three arguments that tell how much you want the grid scaled in each of those dimensions.

For rotation, call the rotateX(), rotateY(), or rotateZ() function to rotate around each of the axes. All three of these functions expect one argument: the number of radians to rotate.

Case Study: An Arm-Waving Robot

Let’s use these transformations to animate a blue robot waving its arms. Rather than try to write it all at once, we will do the work in stages. The first step is to draw the robot without any animation.

The robot is modeled on this drawing, although it will not look as charming. First, we draw the robot so that its left and top side touch the x and y axes. That will allow us to use translate() to easily place the robot anywhere we want or to make multiple copies of the robot, as we did in the example of the houses.

When we refer to left and right in this drawing, we mean your left and right (the left and right side of your monitor), not the robot’s left and right.

def setup():
    size(200, 200)
    background(255)
    smooth()
    drawRobot()

def drawRobot():
    noStroke()
    fill(38, 38, 200)
    rect(20, 0, 38, 30)      # head
    rect(14, 32, 50, 50)     # body
    
    rect(0, 32, 12, 37)      # left arm
    rect(66, 32, 12, 37)     # right arm
    
    rect(22, 84, 16, 50)     # left leg
    rect(40, 84, 16, 50)     # right leg
    
    fill(222, 222, 249)
    ellipse(30, 12, 12, 12)  # left eye
    ellipse(47, 12, 12, 12)  # right eye

The next step is to identify the points where the arms pivot. That is shown in this drawing. The pivot points are (12, 32) and (66, 32). Note: the term “center of rotation” is a more formal term for the pivot point.

Now, separate the code for drawing the left and right arms, and move the center of rotation for each arm to the origin, because you always rotate around the (0, 0) point. To save space, we are not repeating the code for setup().

def drawRobot():
    noStroke()
    fill(38, 38, 200)
    rect(20, 0, 38, 30)      # head
    rect(14, 32, 50, 50)     # body
    drawLeftArm()
    drawRightArm()
    rect(22, 84, 16, 50)     # left leg
    rect(40, 84, 16, 50)     # right leg
    
    fill(222, 222, 249)
    ellipse(30, 12, 12, 12)  # left eye
    ellipse(47, 12, 12, 12)  # right eye

def drawLeftArm():
    pushMatrix()
    translate(12, 32)
    rect(-12, 0, 12, 37)
    popMatrix()

def drawRightArm():
    pushMatrix()
    translate(66, 32)
    rect(0, 0, 12, 37)
    popMatrix()

Now test to see if the arms rotate properly. Rather than attempt a full animation, we will just rotate the left side arm 135 degrees and the right side arm -45 degrees as a test. Here is the code that needs to be added, and the result. The left side arm is cut off because of the window boundaries, but we’ll fix that in the final animation.

def drawLeftArm():
    pushMatrix()
    translate(12, 32)

    rotate(radians(135))

    rect(-12, 0, 12, 37)    # left arm
    popMatrix()

def drawRightArm():
    pushMatrix()
    translate(66, 32)

    rotate(radians(-45))

    rect(0, 0, 12, 37)     # right arm
    popMatrix()

Now we complete the program by putting in the animation. The left arm has to rotate from 0° to 135° and back. Since the arm-waving is symmetric, the right-arm angle will always be the negative value of the left-arm angle. To make things simple, we will go in increments of 5 degrees.

armAngle = 0
angleChange = 5
ANGLE_LIMIT = 135

def setup():
  size(200, 200)
  smooth()
  frameRate(30)

def draw():
    global armAngle, angleChange, ANGLE_LIMIT
    print armAngle
    background(255)
    pushMatrix()
    translate(50, 50)       # place robot so arms are always on screen
    drawRobot()
    armAngle += angleChange
  
    # if the arm has moved past its limit,
    # reverse direction and set within limits.
    if (armAngle > ANGLE_LIMIT or armAngle < 0):
        angleChange = -angleChange
        armAngle += angleChange
    popMatrix()


def drawRobot():
    noStroke()
    fill(38, 38, 200)
    rect(20, 0, 38, 30)     # head
    rect(14, 32, 50, 50)    # body
    drawLeftArm()
    drawRightArm()
    rect(22, 84, 16, 50)    # left leg
    rect(40, 84, 16, 50)    # right leg
    
    fill(222, 222, 249)
    ellipse(30, 12, 12, 12) # left eye
    ellipse(47, 12, 12, 12) # right eye

def drawLeftArm():
    global armAngle
    pushMatrix()
    translate(12, 32)

    rotate(radians(armAngle))

    rect(-12, 0, 12, 37)    # left arm
    popMatrix()

def drawRightArm():
    global armAngle
    pushMatrix()
    translate(66, 32)

    rotate(radians(-armAngle))

    rect(0, 0, 12, 37)     # right arm
    popMatrix()

Case Study: Interactive Rotation

Instead of having the arms move on their own, we will modify the program so that the arms follow the mouse while the mouse button is pressed. Instead of just writing the program at the keyboard, we first think about the problem and figure out what the program needs to do.

Since the two arms move independently of one another, we need to have one variable for each arm’s angle. It’s easy to figure out which arm to track. If the mouse is at the left side of the robot’s center, track the left arm; otherwise, track the right arm.

The remaining problem is to figure out the angle of rotation. Given the pivot point position and the mouse position, how do you determine the angle of a line connecting those two points? The answer comes from the atan2() function, which gives (in radians) the angle of a line from the origin to a given y and x coordinate. In constrast to most other functions, the y coordinate comes first. atan2() returns a value from -π to π radians, which is the equivalent of -180° to 180°.

But what about finding the angle of a line that doesn’t start from the origin, such as the line from (10, 37) to (48, 59)? No problem; it’s the same as the angle of a line from (0, 0) to (48-10, 59-37). In general, to find the angle of the line from (x₀, y₀) to (x₁, y₁), calculate

   atan2(y1 - y0, x1 - x0)

Because this is a new concept, rather than integrate it into the robot program, you should write a simple test program to see that you understand how atan2() works. This program draws a rectangle whose center of rotation is its upper left corner at (100, 100) and tracks the mouse.

def setup():
    size(200, 200)

def draw():
    angle = atan2(mouseY - 100, mouseX - 100)
    
    background(255)
    pushMatrix()
    translate(100, 100)
    rotate(angle)
    rect(0, 0, 50, 10)
    popMatrix()

That works great. What happens if we draw the rectangle so it is taller than it is wide? Change the preceding code to read rect(0, 0, 10, 50). How come it doesn’t seem to follow the mouse any more? The answer is that the rectangle really is still following the mouse, but it’s the short side of the rectangle that does the following. Our eyes are trained to want the long side to be tracked. Because the long side is at a 90 degree angle to the short side, you have to subtract 90° (or π/2 radians) to get the desired effect. Change the preceding code to read rotate(angle - HALF_PI) and try it again. Since Processing deals almost exclusively in radians, the language has defined the constants PI (180°), HALF_PI (90°), QUARTER_PI (45°) and TWO_PI (360°) for your convenience.

At this point, we can write the final version of the arm-tracking program. We start off with definitions of constants and variables. The number 39 in the definition of MIDPOINT_X comes from the fact that the body of the robot starts at x-coordinate 14 and is 50 pixels wide, so 39 (14 + 25) is the horizontal midpoint of the robot’s body.

# Where upper left of robot appears on screen 
ROBOT_X = 50
ROBOT_Y = 50

# The robot's midpoint and arm pivot points 
MIDPOINT_X = 39
LEFT_PIVOT_X = 12
RIGHT_PIVOT_X = 66
PIVOT_Y = 32

leftArmAngle = 0.0
rightArmAngle = 0.0

def setup():
    size(200, 200)
    smooth()
    frameRate(30)

The draw() function is next. It determines if the mouse is pressed and the angle between the mouse location and the pivot point, setting leftArmAngle and rightArmAngle accordingly.

def draw():
   """
   These variables are for mouseX and mouseY,
   adjusted to be relative to the robot's coordinate system
   instead of the window's coordinate system.
   """
  
  background(255)
  pushMatrix()
  translate(ROBOT_X, ROBOT_Y)   # place robot so arms are always on screen
  if (mousePressed):
      mX = mouseX - ROBOT_X
      mY = mouseY - ROBOT_Y
      if (mX < MIDPOINT_X):    # left side of robot
        leftArmAngle = atan2(mY - PIVOT_Y, mX - LEFT_PIVOT_X) - HALF_PI
  else:
        rightArmAngle = atan2(mY - PIVOT_Y, mX - RIGHT_PIVOT_X) - HALF_PI;
  drawRobot()
  
  popMatrix()

The drawRobot() function remains unchanged, but a minor change to drawLeftArm() and drawRightArm() is now necessary. Because leftArmAngle and rightArmAngle are now computed in radians, the functions don’t have to do any conversion. The changes to the two functions are in bold.

def drawLeftArm():
    pushMatrix()
    translate(12, 32)
    rotate(leftArmAngle)
    rect(-12, 0, 12, 37)   # left arm
    popMatrix()

def drawRightArm():
    pushMatrix()
    translate(66, 32)
    rotate(rightArmAngle)
    rect(0, 0, 12, 37)    # right arm
    popMatrix()

You can download the files from this tutorial, including the program that made the grid diagrams.

This tutorial is for Processing's Python Mode. If you see any errors or have comments, please let us know. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.