Difference between revisions of "IC Python API:Linear Interpolation"
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| − | {{Parent|IC_Python_API | + | {{Parent|IC_Python_API#Python_of_the_Month|Python of the Month}} |
This article will introduce the concept of linear interpolation and it's usefulness. This lesson will use linear interpolation to build a staircase and customize it with simple to understand attributes. | This article will introduce the concept of linear interpolation and it's usefulness. This lesson will use linear interpolation to build a staircase and customize it with simple to understand attributes. | ||
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== Construction == | == Construction == | ||
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| + | [[File:Ic_python_api_linear_interpolation_02.png|frame|Voila! A staircase out of thin air!]] | ||
Finally, we'll use a loop to create the steps the side skirts for each segment of the staircase. | Finally, we'll use a loop to create the steps the side skirts for each segment of the staircase. | ||
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RLPy.RScene.RemoveObject(box) | RLPy.RScene.RemoveObject(box) | ||
</syntaxhighlight> | </syntaxhighlight> | ||
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== Variations == | == Variations == | ||
We can create a diverse set of staircases by adjusting the parameters for construction. | We can create a diverse set of staircases by adjusting the parameters for construction. | ||
| + | {{Images3 | ||
| + | | image1 = Ic_python_api_linear_interpolation_03.png | ||
| + | | caption1 = height: 2.2, width: 2, depth: 3, steps: 12, rail: 0, thickness: 0.05 | ||
| + | |||
| + | | image2 = Ic_python_api_linear_interpolation_04.png | ||
| + | | caption2 = height: 1, width: 2, depth: 4, steps: 12, rail: 1, thickness: 0.05 | ||
| + | |||
| + | | image3 = Ic_python_api_linear_interpolation_05.png | ||
| + | | caption3 = height: 1.5, width: 2, depth: 4, steps: 8, rail: 0.2, thickness: 0.2 | ||
| + | }} | ||
== Everything Put Together == | == Everything Put Together == | ||
Latest revision as of 19:37, 18 October 2020
- Main article: Python of the Month.
This article will introduce the concept of linear interpolation and it's usefulness. This lesson will use linear interpolation to build a staircase and customize it with simple to understand attributes.
Required Modules
Besides the rudimentary iClone Python module, we'll also be using os and winreg as a means to import a box prop to build the staircase.
import RLPy
import os
import winreg
Linear Interpoloation (Lerp) Formula
In mathematics, linear interpolation is a method of curve fitting using linear polynomials to construct new data points within the range of a discrete set of known data points. Simply put, linear interpolation can be used to retrieve the location of point along a line. Programmatically, we can reduce the complexity of this formula to simply give us a value between two given values based on far along the line we proceed.
def lerp(value_a, value_b, interpolation):
# Precise method, which guarantees v = v1 when t = 1
return (1 - interpolation) * value_a + value_b * interpolation
The interpolation value is always normalized for the size of the line i.e. it is always a value clamped between 0 and 1.
Creating a Box Prop
This code will yield a building block for the staircase.
We'll need to create a box prop for constructing the staircase. This box prop will be used to construct the steps and the skirts (side panels) of the staircase.
# Get the iClone 7 default template path
registry = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
rawKey = winreg.OpenKey(registry, r"SOFTWARE\Reallusion\iClone\7.0")
ic_template_path = os.path.abspath(winreg.QueryValueEx(rawKey, "Template Data")[0])
# Load beveled Box.iProp and retrieve its control data block
RLPy.RFileIO.LoadFile(ic_template_path + "//iClone Template//Props//3D Blocks//Beveled//Box.iProp")
box = RLPy.RScene.FindObject(RLPy.EObjectType_Prop, "Box")
box_control = box.GetControl("Transform")
box_db = box_control.GetDataBlock()
Parameters
We can drive the construction of the staircase with a few attributes. These attributes can then be used to create a variety of staircases.
height = 2 # Total height of the entire staircase
width = 2 # Total width of the entire staircase
depth = 3 # Total depth of the entire staircase
steps = 10 # the number of steps for the staircase
rail = 0.5 # Height of the rail beside the staircase
thickness = 0.05 # Thickness of each step
Construction
Voila! A staircase out of thin air!
Finally, we'll use a loop to create the steps the side skirts for each segment of the staircase.
for x in range(0, steps):
t = x/steps
box_db.SetData("Position/PositionX", time, RLPy.RVariant(0))
box_db.SetData("Position/PositionY", time, RLPy.RVariant(lerp(0, depth * 100, t)))
box_db.SetData("Position/PositionZ", time, RLPy.RVariant(lerp(0, height * 100, t))) # Vertical
box_db.SetData("Scale/ScaleX", time, RLPy.RVariant(width)) # Width
box_db.SetData("Scale/ScaleY", time, RLPy.RVariant(depth / steps)) # Depth
box_db.SetData("Scale/ScaleZ", time, RLPy.RVariant(thickness)) # Height
step = box.Clone()
step.SetName("Step "+str(x+1))
box_db.SetData("Position/PositionX", time, RLPy.RVariant(width * 50))
box_db.SetData("Position/PositionZ", time, RLPy.RVariant(0)) # Vertical
box_db.SetData("Scale/ScaleX", time, RLPy.RVariant(thickness)) # Width
box_db.SetData("Scale/ScaleZ", time, RLPy.RVariant(lerp(thickness + rail, height + thickness + rail, t))) # Height
skirt = box.Clone()
skirt.SetName("Skirt_R "+str(x+1))
box_db.SetData("Position/PositionX", time, RLPy.RVariant(width * -50))
skirt = box.Clone()
skirt.SetName("Skirt_L "+str(x+1))
# Remove the initial prop, we don't need it anymore
RLPy.RScene.RemoveObject(box)
Variations
We can create a diverse set of staircases by adjusting the parameters for construction.
-
height: 2.2, width: 2, depth: 3, steps: 12, rail: 0, thickness: 0.05 -
height: 1, width: 2, depth: 4, steps: 12, rail: 1, thickness: 0.05 -
height: 1.5, width: 2, depth: 4, steps: 8, rail: 0.2, thickness: 0.2
Everything Put Together
You can copy and paste the following code into a PY file and load it into iClone via Script > Load Python.
import RLPy
import os
import winreg
def lerp(value_a, value_b, interpolation):
# Precise method, which guarantees v = v1 when t = 1
return (1 - interpolation) * value_a + value_b * interpolation
# Get the iClone 7 default template path
registry = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
rawKey = winreg.OpenKey(registry, r"SOFTWARE\Reallusion\iClone\7.0")
ic_template_path = os.path.abspath(winreg.QueryValueEx(rawKey, "Template Data")[0])
# Load beveled Box.iProp and retrieve its control data block
RLPy.RFileIO.LoadFile(ic_template_path + "//iClone Template//Props//3D Blocks//Beveled//Box.iProp")
box = RLPy.RScene.FindObject(RLPy.EObjectType_Prop, "Box")
box_control = box.GetControl("Transform")
box_db = box_control.GetDataBlock()
height = 2 # Total height of the entire staircase
width = 2 # Total width of the entire staircase
depth = 3 # Total depth of the entire staircase
steps = 10 # the number of steps for the staircase
rail = 0.5 # Height of the rail beside the staircase
thickness = 0.05 # Thickness of each step
time = RLPy.RTime(0)
for x in range(0, steps):
t = x/steps
box_db.SetData("Position/PositionX", time, RLPy.RVariant(0))
box_db.SetData("Position/PositionY", time, RLPy.RVariant(lerp(0, depth * 100, t)))
box_db.SetData("Position/PositionZ", time, RLPy.RVariant(lerp(0, height * 100, t))) # Vertical
box_db.SetData("Scale/ScaleX", time, RLPy.RVariant(width)) # Width
box_db.SetData("Scale/ScaleY", time, RLPy.RVariant(depth / steps)) # Depth
box_db.SetData("Scale/ScaleZ", time, RLPy.RVariant(thickness)) # Height
step = box.Clone()
step.SetName("Step "+str(x+1))
box_db.SetData("Position/PositionX", time, RLPy.RVariant(width * 50))
box_db.SetData("Position/PositionZ", time, RLPy.RVariant(0)) # Vertical
box_db.SetData("Scale/ScaleX", time, RLPy.RVariant(thickness)) # Width
box_db.SetData("Scale/ScaleZ", time, RLPy.RVariant(lerp(thickness + rail, height + thickness + rail, t))) # Height
skirt = box.Clone()
skirt.SetName("Skirt_R "+str(x+1))
box_db.SetData("Position/PositionX", time, RLPy.RVariant(width * -50))
skirt = box.Clone()
skirt.SetName("Skirt_L "+str(x+1))
# Remove the initial prop, we don't need it anymore
RLPy.RScene.RemoveObject(box)
APIs Used
You can research the following references for the APIs deployed in this code.
