What Are They?
Magic numbers are numbers in code that appear to be arbitrary, but actually serve a purpose. They are commonly described as an anti-pattern as they diminish code quality, and are “referred to as breaking one of the oldest rules of programming, dating back to the COBOL, FORTRAN and PL/1 manuals of the 1960s”. [1]
However, this does not mean that all constants should be blindly replaced with pre-defined constants. A good rule of thumb to follow when deciding if a number should be changed to a constant is if the number is a well known value (number of hours in a day, etc…),compared to a lesser known value (the average air velocity of a laiden swallow). If the number is not well known, then it should be changed to a constant with a comment explaining it.
Example
Imagine you’re designing a user system for a web site. To help enforce better security practices, you’ve decided there will be a minimum password length of at least 7 characters. To achieve this we could define a User
class like so:
public class User {
private string password;
public string Password {
get { return password; }
set {
if(value.length < 7) {
throw new InvalidArgumentException("Password is too short");
}
password = value;
}
}
}
This satisfies our security requirement, but what if instead of catching exceptions when attempting to set a password we want to take advantage of the
validator pattern? An improper solution to would be to define a PasswordValidator
as:
public class PasswordValidator {
public bool Validate(string password) {
return password.length >= 7;
}
}
Why is this bad? Because it violates the DRY (don’t repeat yourself) principle. We now have two locations that maintain a minimum password length. In larger projects when a single magic number is used in more than 1 places it can turn into a nightmare hunting down all the instances if the magic number ever needs to be changed.
We could refactor the example above to be more maintainable by introducing a MinPasswordLength
constant for the User
class.
public class User {
public const int MinPasswordLength = 7;
private string password;
public string Password {
get { return password; }
set {
if(value.length < User.MinPasswordLength) {
throw new InvalidArgumentException("Password is too short");
}
password = value;
}
}
}
public class PasswordValidator {
public bool Validate(string password) {
return password.length >= User.MinPasswordLength;
}
}
Constants are your friend and should be used whenever (reasonably) possible.
Sources
- Martin, Robert C. (2009). “Chapter 17: Smells and Heuristics - G25 Replace Magic Numbers with Named Constants”. Clean Code - A handbook of agile software craftsmanship. Boston: Prentice Hall. p. 300. ISBN 0-13-235088-2.