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Calculate Field Python examples

Entering values with the keyboard is not the only way you can edit values in a table. In some cases, you might want to perform a mathematical calculation to set a field value for a single record or even all records. You can perform simple as well as advanced calculations on all or selected records. In addition, you can calculate area, length, perimeter, and other geometric properties on fields in attribute tables. The sections below include examples of using the field calculator. Calculations are performed using Python, SQL and Arcade.

This topic focuses on Python-based Calculate Field examples. To learn more about Arcade expressions, see the ArcGIS Arcade guide. To learn more about SQL expressions, see Calculating a field.

Note:
  • Python enforces indentation as part of the syntax. Use two or four spaces to define each logical level. Align the beginning and end of statement blocks, and be consistent.
  • Python calculation expression fields are enclosed with exclamation points (!!).
  • When naming variables, note that Python is case sensitive, so value is not the same as Value.
  • After entering statements, you can click the Export button if you want to write them to a file. The Import button will prompt you to find and select an existing calculation file.

Simple calculations

Simple string examples

Strings are supported by a series of Python string functions, including capitalize, rstrip, and replace.

Capitalize the first character of the string in the field CITY_NAME.

!CITY_NAME!.capitalize()

Strip any white space from the end of the string in the field CITY_NAME.

!CITY_NAME!.rstrip()

Replace any occurrences of "california" with "California" found in the field STATE_NAME.

!STATE_NAME!.replace("california", "California")

Characters in a string field can be accessed by indexing and slicing in Python. Indexing fetches characters at an index position; slicing fetches a group of characters. In the following table, assume that !fieldname! is a string field with a value of "abcde".

ExampleExplanationResult

!fieldname![0]

The first character.

"a"

!fieldname![-2]

The second-to-last character.

"d"

!fieldname![1:4]

The second, third, and fourth characters.

"bcd"

Python also supports string formatting using the format() method.

Combine FieldA and FieldB, separated by a colon.

"{}:{}".format(!FieldA!, !FieldB!)

Simple math examples

Python provides tools for processing numbers. Python also supports a number of numeric and mathematical functions, including math, cmath, decimal, random, itertools, functools, and operator.

OperatorExplanationExampleResult

x + y

x plus y

1.5 + 2.5

4.0

x - y

x minus y

3.3 - 2.2

1.1

x * y

x times y

2.0 * 2.2

4.4

x / y

x divided by y

4.0 / 1.25

3.2

x // y

x divided by y (floor division)

4.0 // 1.25

3.0

x % y

x modulo y

8 % 3

2

-x

negative expression of x

x = 5

-x

-5

+x

x is unchanged

x = 5

+x

5

x ** y

x raised to the power of y

2 ** 3

8

Multipy

!Rank! * 2

Calculate volume of a sphere given a radius field.

4.0 / 3.0 * math.pi * !Radius! ** 3
Legacy:

In ArcGIS Pro, Python 3 is used, and in ArcGIS Desktop, Python 2 is used. Python 2 uses integer math, meaning that dividing two integer values will always produce an integer value (3 / 2 = 1). In Python 3, dividing two integer values will produce a float (3 / 2 = 1.5).

Python built-in functions

Python has a number of built-in functions that are available to use, including max, min, round, and sum.

Calculate the maximum value for each record from a list of fields.

max([!field1!, !field2!, !field3!])

Calculate the sum for each record from a list of fields.

sum([!field1!, !field2!, !field3!])

Using code blocks

With Python expressions and the Code Block parameter, you can do the following:

  • Use any Python function in the expression.
  • Access geoprocessing functions and objects.
  • Access properties of feature geometry.
  • Access the new random value operator.
  • Reclassify values using if-then-else logic.

Expression TypeCode Block

Python 3

Supports Python functionality. The code block is expressed using Python functions (def). Geometry properties are expressed using geoprocessing objects, such as Point objects, where appropriate.

Arcade

Supports Arcade functionality.

SQL

Supports SQL expressions.

SQL expressions were implemented to better support calculations against feature services and enterprise geodatabases, particularly with performance. Instead of performing calculations one feature or row at a time, a single request is set to the feature service or database.

Legacy:

In ArcGIS Desktop, the Calculate Field tool supports VB, PYTHON, and PYTHON_9.3 expression types. The VB expression type, which is supported in some products, is not supported on 64-bit products, including ArcGIS Pro.

PYTHON and PYTHON_9.3 keywords are still supported in ArcGIS Pro for backwards compatibility, but are not listed as choices. Python scripts that use these keywords will continue to work.

The only difference between Python 3 and the legacy PYTHON_9.3 keyword is that Python 3 returns the values in date fields as Python datetime objects.

Note:

The Python 3 expression type is not related to the version of Python installed with ArcGIS Pro. It is just the third Python-related keyword historically (after PYTHON and PYTHON_9.3.

Python functions are defined using the def keyword followed by the name of the function and the function’s input arguments. A Python function can be written to accept any number of input arguments (including none at all). A value is returned from the function using a return statement. The function name is your choice (don't use spaces or leading numbers).

Note:

If a value is not explicitly returned from a function with a return statement, the function will return None.

Note:

Remember, Python enforces indentation as part of the syntax. Use four spaces to define each logical level. Align the beginning and end of statement blocks, and be consistent.

Code samples—math

Note:

For use of all samples below, assume an expression type of Python 3.

Round a field's value to two decimal places.

Expression:
round(!area!, 2)

Use the math module to help convert meters to feet. The conversion is raised to the power of 2 and multiplied by the area.

Expression:
MetersToFeet((float(!shape.area!)))

Code Block:
import math
def MetersToFeet(area):
    return math.pow(3.2808, 2) * area

Calculate fields using logic with Python

Classify based on field values.

Expression:
Reclass(!WELL_YIELD!)

Code Block:
def Reclass(WellYield):
    if (WellYield >= 0 and WellYield <= 10):
        return 1
    elif (WellYield > 10 and WellYield <= 20):
        return 2
    elif (WellYield > 20 and WellYield <= 30):
        return 3
    elif (WellYield > 30):
        return 4

Code samples—geometry

Note:

For more on converting geometry units, see Geometry unit conversions below.

Calculate the area of a feature.

Expression:
!shape.area!

Calculate the maximum x-coordinate of a feature.

Expression:
!shape.extent.XMax!

Calculate the vertex count of a feature.

Expression:
MySub(!shape!)

Code Block:
def MySub(feat):    
    partnum = 0

    # Count the number of points in the current multipart feature
    partcount = feat.partCount
    pntcount = 0

    # Enter while loop for each part in the feature (if a singlepart 
    # feature this will occur only once)
    #
    while partnum < partcount:
        part = feat.getPart(partnum)
        pnt = part.next()

        # Enter while loop for each vertex
        #
        while pnt:
            pntcount += 1   
            pnt = part.next()
   
            # If pnt is null, either the part is finished or there 
            # is an interior ring
            #
            if not pnt: 
                pnt = part.next()
        partnum += 1
    return pntcount

For a point feature class, shift the x-coordinate of each point by 100.

Expression:
shiftXCoordinate(!SHAPE!)

Code Block:
def shiftXCoordinate(shape):
    shiftValue = 100
    point = shape.getPart(0)
    point.X += shiftValue
    return point

Geometry unit conversions

Area and length properties of the geometry field can be modified with unit types expressed with an @ sign.

  • Areal unit of measure keywords:
    • ACRES | ARES | HECTARES | SQUARECENTIMETERS | SQUAREDECIMETERS | SQUAREINCHES | SQUAREFEET | SQUAREKILOMETERS | SQUAREMETERS | SQUAREMILES | SQUAREMILLIMETERS | SQUAREYARDS | SQUAREMAPUNITS | UNKNOWN
  • Linear unit of measure keywords:
    • CENTIMETERS | DECIMALDEGREES | DECIMETERS | FEET | INCHES | KILOMETERS | METERS | MILES | MILLIMETERS | NAUTICALMILES | POINTS | UNKNOWN | YARDS
Note:

If the data is stored in a geographic coordinate system and a linear unit (for example, feet) is supplied, the length calculation will be converted using a geodesic algorithm.

Caution:

Converting the areal units on data in a geographic coordinate system will yield questionable results since decimal degrees are not consistent across the globe.

Calculate a feature's length in yards.

Expression:
!shape.length@yards!

Calculate a feature's area in acres.

Expression:
!shape.area@acres!

Geodesic area and length can also be calculated using geodesicArea and geodesicLength properties with @ followed by a unit of measure keyword.

Calculate a feature's geodesic length in yards.

Expression:
!shape.geodesicLength@yards!

Calculate a feature's geodesic area in acres.

Expression:
!shape.geodesicArea@acres!

Code samples—dates

Calculate the current date.

Expression:
time.strftime("%d/%m/%Y")

Calculate the current date and time.

Expression:
datetime.datetime.now()

Calculate the date to be December 31, 2000.

Expression:
datetime.datetime(2000, 12, 31)

Calculate the number of days between the current date and the value in a field.

Expression:
(datetime.datetime.now() - !field1!).days

Calculate a date by adding 100 days to the date value in a field.

Expression:
!field1! + datetime.timedelta(days=100)

Calculate the day of the week (for example, Sunday) for a date value in a field.

Expression:
!field1!.strftime('%A')

Code samples—strings

Return the three rightmost characters.

Expression:
!SUB_REGION![-3:]

Replace any cases of an uppercase P with a lowercase p.

Expression:
!STATE_NAME!.replace("P","p")

Concatenate two fields with a space separator.

Expression:
!SUB_REGION! + " " + !STATE_ABBR!

Convert to proper case

The following examples show different ways to convert words so that each word has the first character capitalized and the rest of the letters in lowercase.

Expression:
' '.join([i.capitalize() for i in !STATE_NAME!.split(' ')])
Expression:
!STATE_NAME!.title()

Regular expressions

The Python re module provides regular expression matching operations that can be used to perform complex pattern matching and replacement rules for strings.

Replace St or St. starting a new word at the end of the string with the word Street.

Expression:
update_street(!ADDRESS!)

Code Block:
import re
def update_street(street_name):
    return re.sub(r"""\b(St|St.)\Z""",  
                  'Street',
                  street_name)

Accumulative and sequential calculations

Calculate a sequential ID or number based on an interval.

Expression:
autoIncrement()

Code Block:
rec=0
def autoIncrement():
    global rec
    pStart = 1 #adjust start value, if req'd 
    pInterval = 1 #adjust interval value, if req'd
    if (rec == 0): 
        rec = pStart 
    else: 
        rec = rec + pInterval 
    return rec

Calculate the accumulative value of a numeric field.

Expression:
accumulate(!FieldA!)

Code Block:
total = 0
def accumulate(increment):
    global total
    if total:
        total += increment
    else:
        total = increment
    return total

Calculate the percentage increase of a numeric field.

Expression:
percentIncrease(float(!FieldA!))

Code Block:
lastValue = 0
def percentIncrease(newValue):
    global lastValue
    if lastValue:
        percentage = ((newValue - lastValue) / lastValue)  * 100
    else: 
        percentage = 0
    lastValue = newValue
    return percentage

Random values

Use the numpy site package to calculate random float values between 0.0 and 1.0.

Expression:
getRandomValue()

Code Block:
import numpy

def getRandomValue():
    return numpy.random.random()

Use the random module to calculate random integers between 0 and 10.

Expression:
random.randint(0, 10)

Code Block:
import random

Calculating null values

In a Python expression, null values can be calculated using a Python None.

Note:

The following calculation will only work if the field is nullable.

Use a Python None to calculate null values.

Expression:
None

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