Python Unpacking Tuple
Summary: in this tutorial, you’ll learn how to unpack tuples in Python.
Reviewing Python tuples
Python defines a tuple using commas (,), not parentheses (). For example, the following defines a tuple with two elements:
1,2 Code language: Python (python)
Python uses the parentheses to make the tuple clearer:
(1, 2)Code language: Python (python)
Python also uses the parentheses to create an empty tuple:
()Code language: Python (python)
In addition, you can use the tuple() constructor like this:
tuple()Code language: Python (python)
To define a tuple with only one element, you still need to use a comma. The following example illustrates how to define a tuple with one element:
1,Code language: Python (python)
It’s equivalent to the following:
(1, )Code language: Python (python)
Note that the following is an integer, not a tuple:
(1)Code language: Python (python)
Unpacking a tuple
Unpacking a tuple means splitting the tuple’s elements into individual variables. For example:
x, y = (1, 2)Code language: Python (python)
The left side:
x, yCode language: Python (python)
is a tuple of two variables x and y.
The right side is also a tuple of two integers 1 and 2.
The expression assigns the tuple elements on the right side (1, 2) to each variable on the left side (x, y) based on the relative position of each element.
In the above example, x will take 1 and y will take 2.
See another example:
x, y ,z = 10, 20, 30Code language: Python (python)
The right side is a tuple of three integers 10, 20, and 30. You can quickly check its type as follows:
numbers = 10, 20, 30
print(type(numbers))Code language: Python (python)
Output:
<class 'tuple'>Code language: Python (python)
In the above example, the x, y, and z variables will take the values 10, 20, and 30 respectively.
Using unpacking tuple to swap values of two variables
Traditionally, to swap the values of two variables, you would use a temporary variable like this:
x = 10
y = 20print(f'x={x}, y={y}')
tmp = x
x = y
y = tmp
print(f'x={x}, y={y}')
Code language: Python (python)
Output:
x=10, y=20
x=20, y=10 Code language: Python (python)
In Python, you can use the unpacking tuple syntax to achieve the same result:
x = 10
y = 20print(f'x={x}, y={y}')
x, y = y, x
print(f'x={x}, y={y}')
Code language: Python (python)
Output:
x=10, y=20
x=20, y=10 Code language: Python (python)
The following expression swaps the values of two variables, x and y.
x, y = y, xCode language: Python (python)
In this expression, Python evaluates the right-hand side first and then assigns the variable from the left-hand side to the values from the right-hand side.
ValueError: too many values to unpack
The following example unpacks the elements of a tuple into variables. However, it’ll result in an error:
x, y = 10, 20, 30Code language: Python (python)
Error:
ValueError: too many values to unpack (expected 2)Code language: Python (python)
This error is because the right-hand side returns three values while the left-hand side only has two variables.
To fix this, you can add a _ variable:
x, y, _ = 10, 20, 30Code language: Python (python)
The _ variable is a regular variable in Python. By convention, it’s called a dummy variable.
Typically, you use the dummy variable to unpack when you don’t care and use its value afterward.
Extended unpacking using the * operator
Sometimes, you don’t want to unpack every single item in a tuple. For example, you may want to unpack the first and second elements. In this case, you can use the * operator. For example:
r, g, *other = (192, 210, 100, 0.5)Code language: Python (python)
Output:
192
210
[100, 0.5]Code language: Python (python)
In this example, Python assigns 192 to r, 210 to g. Also, Python packs the remaining elements 100 and 0.5 into a list and assigns it to the other variable.
Notice that you can only use the * operator once on the left-hand side of an unpacking assignment.
The following example results in error:
x, y, *z, *t = (10, 20, 30, '10:30')Code language: Python (python)
Error:
SyntaxError: two starred expressions in assignmentCode language: Python (python)
Using the * operator on the right hand side
Python allows you to use the * operator on the right-hand side. Suppose that you have two tuples:
odd_numbers = (1, 3, 5)
even_numbers = (2, 4, 6)Code language: Python (python)
The following example uses the * operator to unpack those tuples and merge them into a single tuple:
numbers = (*odd_numbers, *even_numbers)
print(numbers)Code language: Python (python)
Output:
(1, 3, 5, 2, 4, 6)Code language: Python (python)
Summary
- Python uses the commas (
,) to define a tuple, not parentheses. - Unpacking tuples means assigning individual elements of a tuple to multiple variables.
- Use the
*operator to assign remaining elements of an unpacking assignment into a list and assign it to a variable.