How to Resolve Python "TypeError with List/Tuple/Slice Indices Must be Integers
Python sequences like lists, tuples, and strings allow you to access individual elements or sub-sequences (slices) using square bracket notation ([]
). However, this indexing and slicing mechanism strictly requires integer values (or slice objects). If you attempt to use a different data type, such as a string or a float, as an index or within a slice, Python will raise a TypeError
, commonly:
TypeError: list indices must be integers or slices, not str
TypeError: tuple indices must be integers or slices, not str
TypeError: slice indices must be integers or None or have an __index__ method
This guide explains why these errors occur and provides the standard solutions, primarily involving ensuring your indices are integers.
Understanding the Error: Indexing/Slicing Requires Integers
Python's sequences (list
, tuple
, str
) are ordered collections where elements are accessed based on their numerical position (index).
- Indexing:
my_sequence[i]
retrieves the single element at positioni
. - Slicing:
my_sequence[start:stop:step]
extracts a sub-sequence.
Both i
in indexing and the start
, stop
, and step
values in slicing must be integers (or None
for start/stop in slices, or objects implementing the special __index__
method). Providing a value of a different type, like a string '1'
or a float 1.0
, violates this requirement. Dictionaries are different; they use keys (which can be various hashable types, often strings) for access, not numerical indices.
Error 1: list/tuple indices must be integers or slices, not str
This error occurs when you try to access an element of a list or tuple using my_sequence[some_string]
instead of my_sequence[some_integer]
.
Cause: Using a String as an Index
You provided a string value inside the square brackets where an integer representing the position was expected.
my_list = ['apple', 'banana', 'cherry']
index_as_string = '1' # String containing a digit
# Error Scenario
try:
# ⛔️ TypeError: list indices must be integers or slices, not str
# Trying to use the string '1' as an index
value = my_list[index_as_string]
print(value)
except TypeError as e:
print(e)
Even though the string '1'
looks like a number, Python treats it as a distinct string type, which is invalid for list/tuple indexing.
Solution: Convert String Index to int()
If the string variable contains a valid representation of an integer, use the int()
constructor to convert it before using it as an index.
my_list = ['apple', 'banana', 'cherry']
index_as_string = '1'
# Convert the string index to an integer
index_as_int = int(index_as_string)
print(f"Index as integer: {index_as_int} (Type: {type(index_as_int)})")
# Use the integer index for access
value = my_list[index_as_int]
print(f"Element at index {index_as_int}: '{value}'")
# Direct conversion in the index access:
value_direct = my_list[int(index_as_string)]
print(f"Element at index {index_as_int} (direct): '{value_direct}'")
Output:
Index as integer: 1 (Type: <class 'int'>)
Element at index 1: 'banana'
Element at index 1 (direct): 'banana'
int()
will raise a ValueError
if the string cannot be converted to an integer (e.g., int('hello')
or int('1.5')
).
Special Case: User Input
Remember that Python's input()
function always returns a string, even if the user types numbers. You must convert user input intended as an index to an integer.
my_list = ['first', 'second', 'third']
index_input = input("Enter index (0-2): ")
print(f"Input type: {type(index_input)}")
# Error without conversion
try:
value = my_list[index_input] # ⛔️ TypeError: list indices must be integers...
except TypeError as e:
print(f"Error without conversion: {e}")
# ✅ Corrected: Convert input to int
try:
index_num = int(index_input)
value = my_list[index_num]
print(f"Value at index {index_num}: '{value}'")
except ValueError:
print("Invalid input: Please enter a number.")
except IndexError:
print(f"Invalid index: Index {index_num} is out of range.")
Output:
Enter index (0-2): 2
Input type: <class 'str'>
Error without conversion: list indices must be integers or slices, not str
Value at index 2: 'third'
Reminder: Accessing Dictionaries (Uses Keys)
If you intended to access data by a name (like 'name'
or 'age'
), you likely meant to use a dictionary ({}
), which uses keys (often strings) within the square brackets, not a list or tuple.
# This is a LIST, accessed by integer index
my_list = ['Anna', 23]
print(my_list[0]) # Output: Anna
# This is a DICTIONARY, accessed by string key
my_dict = {'name': 'Anna', 'age': 23}
print(my_dict['name']) # Output: Anna
Ensure you are using the correct data structure for your access method.
Error 2: slice indices must be integers or None or have an __index__ method
This specific TypeError
occurs when you use slicing notation (start:stop:step
) but provide a non-integer (most commonly a float
) for any of the start
, stop
, or step
values.
Cause: Using Floats (or other non-ints) in Slices
The indices defining the start, end, and step of a slice must be integers or None
. Floats are not allowed.
my_string = "abcdefgh"
start_float = 1.0
end_float = 5.5
# Error Scenario
try:
# ⛔️ TypeError: slice indices must be integers or None or have an __index__ method
# Using floats 1.0 and 5.5 for start/stop indices
substring = my_string[start_float:end_float]
print(substring)
except TypeError as e:
print(e)
Solution: Convert Slice Values to int()
Convert any float values used for slicing to integers using int()
. Remember that int()
truncates (rounds down towards zero).
my_string = "abcdefgh"
start_float = 1.0
end_float = 5.5
# Convert float indices to integers before slicing
start_int = int(start_float) # Becomes 1
end_int = int(end_float) # Becomes 5
print(f"Converting slice indices: int({start_float}) -> {start_int}, int({end_float}) -> {end_int}")
# Slice using the integer indices
substring = my_string[start_int:end_int] # Equivalent to my_string[1:5]
print(f"Original string: '{my_string}'")
print(f"Substring sliced with ints [{start_int}:{end_int}]: '{substring}'")
Output:
Converting slice indices: int(1.0) -> 1, int(5.5) -> 5
Original string: 'abcdefgh'
Substring sliced with ints [1:5]: 'bcde'
Note on Division Results (/
vs. //
)
This error often occurs when calculating slice indices using standard division (/
), which always returns a float in Python 3, even if the result is mathematically a whole number (e.g., 10 / 2
is 5.0
).
my_list = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
midpoint_float = len(my_list) / 2 # Result is 5.0 (a float)
try:
# ⛔️ TypeError: slice indices must be integers...
first_half = my_list[:midpoint_float]
print(first_half)
except TypeError as e:
print(f"Error with float index from division: {e}")
# Solution 1: Use integer division //
midpoint_int = len(my_list) // 2 # Result is 5 (an int)
first_half_fixed1 = my_list[:midpoint_int]
print(f"\nFirst half (using //): {first_half_fixed1}") # Output: [0, 1, 2, 3, 4]
# Solution 2: Convert result of / to int()
first_half_fixed2 = my_list[:int(midpoint_float)]
print(f"First half (using int()): {first_half_fixed2}") # Output: [0, 1, 2, 3, 4]
Output:
Error with float index from division: slice indices must be integers or None or have an __index__ method
First half (using //): [0, 1, 2, 3, 4]
First half (using int()): [0, 1, 2, 3, 4]
Use integer division (//
) or explicitly convert results to int()
when calculating slice indices.
Debugging: Checking Variable Types
If you are unsure what type your index or slice variable holds, use type()
:
index_variable = '2' # Example string index
print(f"Variable: {index_variable}, Type: {type(index_variable)}")
# Output: Variable: 2, Type: <class 'str'> -> Needs conversion!
slice_variable = 10 / 2 # Example float slice index
print(f"Variable: {slice_variable}, Type: {type(slice_variable)}")
# Output: Variable: 5.0, Type: <class 'float'> -> Needs conversion!
Output:
Variable: 2, Type: <class 'str'>
Variable: 5.0, Type: <class 'float'>
Conclusion
The TypeError
indicating that list, tuple, or slice indices must be integers (or None
for slices) arises when you attempt to use a non-integer type like str
or float
within the square brackets []
for indexing or slicing.
To fix these errors:
- For indexing (
my_list[index]
): Ensure theindex
is an integer. If it's a numeric string (e.g., frominput()
), convert it usingint(index)
. If you intended key-based access, use a dictionary instead of a list/tuple. - For slicing (
my_list[start:stop:step]
): Ensurestart
,stop
, andstep
are integers orNone
. Convert any float values (often resulting from/
division) usingint()
, or use integer division (//
) when calculating indices.
Always use integers for positional access within sequences.