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The := operator, formally known as an assignment expression and colloquially as the “walrus operator,” evaluates an expression, binds the result to an identifier, and returns that value simultaneously. Introduced in Python 3.8 (PEP 572), it allows variable assignment to occur within contexts that strictly require expressions, distinguishing it from the standard = assignment operator, which is a statement.

​
Syntax

NAME := expression

​
Mechanics and Behavior

Expression vs. Statement The fundamental difference between = and := lies in their return behavior. The standard assignment (=) is a statement; it performs the binding operation but evaluates to nothing. The assignment expression (:=) performs the binding operation and evaluates to the result of the right-hand expression. 

# Statement: Binds 5 to x, but the operation itself has no return value.
x = 5 


# Expression: Binds 5 to y, and the expression itself evaluates to 5.

# (Parentheses are required here due to top-level assignment rules).
(y := 5)
Operator Precedence The := operator has the lowest precedence of all Python operators. Because of this, it frequently requires parentheses to ensure the expression is evaluated and bound correctly before surrounding operations take place. 

# Binds 5 to x, then evaluates x > 0
(x := 5) > 0  


# SyntaxError: Python attempts to bind the result of (5 > 0) to x, 

# but unparenthesized assignment expressions are restricted here.
x := 5 > 0
Scope Rules Variables bound via the assignment expression are generally bound in the current local scope. However, when utilized inside comprehensions (list, set, or dict), the variable bound by := leaks into the enclosing scope. This contrasts with the standard iteration variables in comprehensions, which remain strictly isolated. 
[ (squared := i * i) for i in range(3) ]


# 'i' is isolated to the comprehension and is not accessible here.

# 'squared' leaks into the enclosing scope and is now bound to 4.
print(squared)

​
Syntactic Restrictions

Python enforces strict limitations on the := operator to prevent ambiguity in the parser:
  1. No Unparenthesized Top-Level Assignment: It cannot be used as a direct, unparenthesized replacement for = at the top level of a block.
x := 10 # SyntaxError (x := 10) # Valid 
2. **Target Identifier Limitations:** The target on the left-hand side must be a simple, single identifier. It cannot be an object attribute, a subscript, or an unpacked iterable.
   ```python
obj.attr := 5      # SyntaxError
my_list[0] := 5    # SyntaxError
x, y := 1, 2       # SyntaxError
  1. No Inline Type Hinting: Type annotations cannot be combined directly with an assignment expression.
(x: int := 5) # SyntaxError 

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