Create Linear transformation tool for raster using ArcPy

Question

I am trying to convert a raster file with values ranging from 3.2 to 8.8 into a linear scale from 0 to 1. The conditions that i want to apply in the transformation are as follows: 3 to 5 gets 0, 5 to 7 Linear variation from o to 1 and gets values based on straight line equation y = (slope)x + c, And greater than 7 gets 1. This is an example and this may vary with others preferences.

So i want to create  a tool using Python code values in zero range(Ex:My case 3 to 5),  Linearly varying values from o to 1 range(Ex:My case 5 to 7),values in 1 range(Ex:My case greater than 7).How is it possible to create linear transformation as a tool in ArcGIS using python code where i can input those conditions mentioned above as parameters in the tool? I would like to send this tool to other users and so their conditions may vary based on it. What changes to be made in this code to make it work with the conditions.  I am a beginner and am relatively new to Python, so please excuse me if I sound a bit dumb 🙂

import arcpy
import os
import sys
from arcpy import env
from arcpy.sa import *
arcpy.CheckOutExtension("Spatial")
env.workspace = r"H:\Test\Test1"
arcpy.env.cellSize = 100
Input = arcpy.GetParameterAsText(0)
folder = arcpy.GetParameterAsText(1)
raster = arcpy.GetParameterAsText(2)
arcpy.AddMessage("Folder: {}".format(folder))
arcpy.AddMessage("Raster: {}".format(raster))
save_raster = os.path.join(folder, raster)
arcpy.AddMessage("Save Location: {}".format(save_raster))
output = RescaleByFunction("Elevation", TfLinear(Minimum, Maximum, "#", "#", "#", "#"), 0, 1)
output.save(save_raster)

Thank you:)

Deepa · Answer

Yes the tool has worked. Thank you so much 🙂

DavidPike · Answer

without delving into the rescale function I'd say it looks ok. Maybe pass the controlpoints as floats:

e.g.

ControlPoint1 = float(arcpy.GetParameterAsText(3))

or just arcpy.GetParameter()

I'm no expert programmer, but I'd stop renaming variables for no reason, e.g. just call

minimum = arcpy.GetParameterAsText(4)

and so on.  It seems needlessly confusing otherwise.

Is there a specific part it's falling over on?  Do you know how to assign the parameters in the script tool itself?

Deepa · Answer

Hi David,

Thanks a lot  for the reply. The aim is to make the same tool a bit modified and in line with the terminologies that we use in the assignment. Example, i would like to write it as controlpoint1 = 3, controlpoint2 = 5, controlpoint3 = 7 and controlpoint4 = 8.8 for the example and would like to have just the linear trasformation. How could i add the control points in the code to create a simpler version of the same tool in ArcMap?

import os
import sys
from arcpy import env
from arcpy.sa import *
arcpy.CheckOutExtension("Spatial")
env.workspace = r"H:\Test"
arcpy.env.cellSize = 100
inRaster = "elevation"
Input = arcpy.GetParameterAsText(0)
folder = arcpy.GetParameterAsText(1)
raster = arcpy.GetParameterAsText(2)
ControlPoint1 = arcpy.GetParameterAsText(3)
ControlPoint2 = arcpy.GetParameterAsText(4)
ControlPoint3 = arcpy.GetParameterAsText(5)
ControlPoint4 = arcpy.GetParameterAsText(6)
arcpy.AddMessage("Folder: {}".format(folder))
arcpy.AddMessage("Raster: {}".format(raster))
save_raster = os.path.join(folder, raster)
arcpy.AddMessage("Save Location: {}".format(save_raster))
minimum = ControlPoint2
maximum = ControlPoint3
lowerthresh = ControlPoint1
valbelowthresh = 0
upperthresh = ControlPoint4
valabovethresh = 1
myTfFunction = TfLinear(minimum, maximum, lowerthresh, valbelowthresh, upperthresh, valabovethresh)
fromscale = 0
toscale = 1
outRescale = RescaleByFunction(inRaster, myTfFunction, fromscale, toscale)
output.save(save_raster)