Setting expression and code block as a script tool parameter when calculating field

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10-04-2023 09:45 PM
JasmineSpring
New Contributor III

Hello

I am having trouble is my script tool to set the parameters for the expressions and the code block. Is this something that is possible? If it is, to check Im adding the paramters correctly what do I need to specify? (ie data type, direction)  Thank you so much for your help!

import arcpy
POAlayer = arcpy.GetParameterAsText(0)
POAexpression = arcpy.GetParameterAsText(1)
POAcode = arcpy.GetParameterAsText(2)

# Calculate field

arcpy.management.CalculateField(POAlayer, "POA", POAexpression, "PYTHON3", POAcode)

 

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14 Replies
JasmineSpring
New Contributor III

sorry. Is that ok now? thanks for your help

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BlakeTerhune
MVP Regular Contributor

For the calculate field to multiply all the fields together, try this. I'm assuming you're using ArcGIS Pro. This won't work in ArcMap.

# Use the Field Calculator to calculate the product
poa_fields_expr = ",".join([f"!{f.name}!" for f in poa_fields])
expr = f"my_calc_func({poa_fields_expr})"
# *args allows any number of arguments to be passed into the function.
code = '''def my_calc_func(*args):
    result = 1
    for poa_value in args:
        result = result * poa_value
    return 1 - result
'''
arcpy.management.CalculateField(
    in_table=layer,
    field="Product_poa",
    expression=expr,
    expression_type="PYTHON3",
    code_block=code
)

 

As for the other part of your code sample wehre you are setting the first field to 1, I recommend using calculate field because it will be consistent with using calculate field for multiplying the fields and you can explicitly name the field you're calculating rather than implicitly expecting the first field to be the one you want to calc.

# Set the default value for "the field name here"
arcpy.management.CalculateField(
    in_table=layer,
    field="the field name here",
    expression="1"
)

 

Which brings me to a final point: I see you are setting that field to a string "1" instead of an integer 1. If your other poa fields are strings, you will need to convert them to a number in your code. Here is a final code (untested) that also forces the field values to be a number.

import arcpy

# Get the selected layer
layer = arcpy.GetParameterAsText(0)

# Set the default value for "the field name here"
arcpy.management.CalculateField(
    in_table=layer,
    field="the field name here",
    expression="1"
)

# Format the list of fields for calculate field.
poa_fields_expr = [f"!{f.name}!" for f in arcpy.ListFields(layer, wild_card="poa*")]

# Build expression and code block to calculate the Product_poa field.
expr = f"my_calc_func({poa_fields_expr})"
# *args allows any number of arguments to be passed into the function.
code = '''def my_calc_func(*args):
    result = 1
    for poa_value in args:
        result = result * float(poa_value)
    return 1 - result
'''
arcpy.management.CalculateField(
    in_table=layer,
    field="Product_poa",
    expression=expr,
    expression_type="PYTHON3",
    code_block=code
)
JasmineSpring
New Contributor III

Thank you so much !  I am trying to test the calculation with the null values already = 1 as below. I get the error NameError: name 'poa_fields_expr ' is not defined

import arcpy

# Get the selected layer
layer = arcpy.GetParameterAsText(0)

# Create a list of field names starting with "poa"
poa_fields = [field.name for field in arcpy.ListFields(layer) if field.name.startswith("poa")]


 # Use the Field Calculator to calculate the product
expression =  " * ".join([f"!{field}!" for field in poa_fields])
expr = f"my_calc_func({poa_fields_expr})"

# *args allows any number of arguments to be passed into the function.
code = '''def my_calc_func(*args):
    result = 1
    for poa_value in args:
        result = result * poa_value
    return 1 - result
'''
arcpy.management.CalculateField(layer,"Product_poa",expr,"PYTHON3",code)
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BlakeTerhune
MVP Regular Contributor

@JasmineSpring wrote:

Thank you so much !  I am trying to test the calculation with the null values already = 1 as below. I get the error NameError: name 'poa_fields_expr ' is not defined


The variable on line 11 needs to be renamed.

 

import arcpy

# Get the selected layer
layer = arcpy.GetParameterAsText(0)

# Create a list of field names starting with "poa"
poa_fields = [field.name for field in arcpy.ListFields(layer) if field.name.startswith("poa")]


 # Use the Field Calculator to calculate the product
poa_fields_expr =  " * ".join([f"!{field}!" for field in poa_fields])
expr = f"my_calc_func({poa_fields_expr})"

# *args allows any number of arguments to be passed into the function.
code = '''def my_calc_func(*args):
    result = 1
    for poa_value in args:
        result = result * poa_value
    return 1 - result
'''
arcpy.management.CalculateField(layer,"Product_poa",expr,"PYTHON3",code)

 

JasmineSpring
New Contributor III

Thank you Blake ! Very much appreciated. That works perfectly. Below is the final solution

import arcpy

# Get the selected layer
layer = arcpy.GetParameterAsText(0)

# Create a list of field names starting with "poa"
poa_fields = [field.name for field in arcpy.ListFields(layer) if field.name.startswith("poa")]

for field in poa_fields:
    with arcpy.da.UpdateCursor(layer, poa_fields) as cursor:
        for row in cursor:
         row = tuple([1 if v is None else v for v in row])
         cursor.updateRow(row) 
   

 # Use the Field Calculator to calculate the product
poa_fields_expr =  " * ".join([f"!{field}!" for field in poa_fields])
expr = f"my_calc_func({poa_fields_expr})"

# *args allows any number of arguments to be passed into the function.
code = '''def my_calc_func(*args):
    result = 1
    for poa_value in args:
        result = result * poa_value
    return 1 - result
'''
arcpy.management.CalculateField(
    in_table=layer,
    field="Product_poa",
    expression=expr,
    expression_type="PYTHON3",
    code_block=code
)