Difference between revisions of "IC Python API:Linear Interpolation"

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(Created page with "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 simp...")
 
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{{TOC}}
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{{Parent|IC_Python_API#Python_of_the_Month|Python of the Month}}
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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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import os
 
import os
 
import winreg
 
import winreg
−
</syntaxhighllight>
+
</syntaxhighlight>
  
 
== Linear Interpoloation (Lerp) Formula ==
 
== Linear Interpoloation (Lerp) Formula ==
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The '''interpolation''' value is always normalized for the size of the line i.e. it is always a value clamped between 0 and 1.
 
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 ==
 +
 +
[[File:Ic_python_api_linear_interpolation_01.png|frame|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.
 +
 +
<syntaxhighlight lang="Python">
 +
# 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()
 +
</syntaxhighlight>
 +
 +
== 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.
 +
 +
<syntaxhighlight lang="Python">
 +
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
 +
</syntaxhighlight>
 +
 +
== Construction ==
 +
 +
[[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.
 +
 +
<syntaxhighlight lang="Python">
 +
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)
 +
</syntaxhighlight>
 +
 +
== Variations ==
 +
 +
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
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| caption2 = height: 1, width: 2, depth: 4, steps: 12, rail: 1, thickness: 0.05
 +
 +
| image3 = Ic_python_api_linear_interpolation_05.png
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| caption3 = 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'''.
 +
 +
<syntaxhighlight lang="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)
 +
</syntaxhighlight>
 +
 +
=== APIs Used ===
 +
You can research the following references for the APIs deployed in this code.
 +
<div style="column-count:4; -moz-column-count:4; -webkit-column-count:4">
 +
* [[ IC_Python_API:RLPy_RFileIO#LoadFile | RLPy.RFileIO.LoadFile() ]]
 +
* [[ IC_Python_API:RLPy_RScene#FindObject | RLPy.RScene.FindObject() ]]
 +
* [[ IC_Python_API:RLPy_RTime | RLPy.RTime() ]]
 +
* [[ IC_Python_API:RLPy_RVariant | RLPy.RVariant() ]]
 +
* [[ IC_Python_API:RLPy_RScene#RemoveObject | RLPy.RScene.RemoveObject() ]]
 +
</div>

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.

Retrieved from "https://wiki.reallusion.com/index.php?title=IC_Python_API:Linear_Interpolation&oldid=4791"