Short-circuiting is not unique to Python; it's a feature found in many programming languages, including but not limited to JavaScript, Java, C++, and C#
The core principle remains consistent: evaluation stops as soon as the final outcome is determined.
In Python, Short-circuiting behavior is evident in the use of logical operators like or
and and
. The key principle is that these operators will stop evaluating as soon as the outcome is determined. This feature has several implications, both for performance and functionality.
or
Operator
As you've seen in the previous example, the or
operator will evaluate operands from left to right and return the first "truthy" value it encounters. If no "truthy" value is found, it returns the last "falsy" value.
result = None or '' or 0 or 'first_truthy' or 'second_truthy'
# result will be 'first_truthy'
and
Operator
The and
operator also evaluates operands from left to right but stops as soon as it encounters a "falsy" value and returns it. If all operands are "truthy," it returns the last "truthy" value.
result = 1 and 2 and 'third_truthy' and None and 'not_evaluated'
# result will be None
if
and elif
Statements
Short-circuiting can also occur in if
and elif
statements, where later conditions aren't evaluated if an earlier condition has already been met:
if cheaper_function() or expensive_function():
# expensive_function will not be called if cheaper_function returns True
Nested Logical Operations
You can combine or
and and
in nested conditions. Be cautious here, as readability can become an issue.
result = func1() or (func2() and func3())
# If func1() is truthy, neither func2() nor func3() will be evaluated.
Implications
Performance Optimization: Short-circuiting can be leveraged to improve performance by placing less expensive or faster-to-evaluate conditions earlier in the logic chain.
Conditional Side Effects: If a function or operation inside a logical expression has side-effects (like database operations), those side-effects may not occur if short-circuiting prevents their evaluation.
Readability and Maintenance: While short-circuiting can make code more efficient, it can also make it less readable if overused or implemented without clarity.
Top comments (1)
Quite an impressive read. Thank you for sharing.