杰瑞科技汇

Python argumentError如何解决?

Of course! The ArgumentError in Python is a built-in exception that signals a problem with the number of arguments passed to a function or method. It's a specific type of TypeError.

Python argumentError如何解决?-图1
(图片来源网络,侵删)

Let's break it down in detail.


What is an ArgumentError?

First, a crucial point: Python does not have an exception class named ArgumentError. You will never see except ArgumentError: in your code.

Instead, when you pass the wrong number of arguments to a function, Python raises a TypeError with a message that is essentially an "argument error". The message usually contains one of these phrases:

  • missing ... required positional argument
  • takes ... positional arguments but ... were given
  • takes no arguments

So, when people talk about an "ArgumentError" in Python, they are almost always referring to this specific TypeError.

Python argumentError如何解决?-图2
(图片来源网络,侵删)

Common Causes and Examples

Here are the most common scenarios that cause this error.

a) Missing Required Arguments

This happens when you don't provide enough arguments for a function that requires them.

Example:

def create_user(name, email, age):
    """Creates a user profile with the given details."""
    print(f"User '{name}' created with email '{email}' and age '{age}'.")
# We are missing the 'age' argument
create_user("Alice", "alice@example.com")

Error Message:

Python argumentError如何解决?-图3
(图片来源网络,侵删)
TypeError: create_user() missing 1 required positional argument: 'age'

Solution: Provide all the required arguments.

# Correct
create_user("Alice", "alice@example.com", 30)

b) Too Many Arguments

This happens when you provide more arguments than the function is defined to accept.

Example:

def get_square(number):
    """Returns the square of a number."""
    return number ** 2
# We are providing an extra argument
result = get_square(5, "This is extra")

Error Message:

TypeError: get_square() takes 1 positional argument but 2 were given

Solution: Remove the extra arguments.

# Correct
result = get_square(5)

Handling Different Types of Arguments

The error messages change depending on whether your function uses positional, keyword, or default arguments.

a) Positional-Only Arguments

This is the most straightforward case, as shown in the examples above.

def add(a, b):
    return a + b
# Missing an argument
add(10)
# TypeError: add() missing 1 required positional argument: 'b'
# Too many arguments
add(10, 20, 30)
# TypeError: add() takes 2 positional arguments but 3 were given

b) Default Arguments (Optional Arguments)

Arguments with default values are optional. You only need to provide them if you want to use a value other than the default.

Example:

def greet(name, greeting="Hello"):
    """Greets a person with a custom or default greeting."""
    print(f"{greeting}, {name}!")
# We can call it with just the required 'name' argument.
greet("Bob")
# Output: Hello, Bob!
# Or we can provide the optional 'greeting' argument as well.
greet("Charlie", "Good morning")
# Output: Good morning, Charlie!

Error: You can't provide a keyword argument that the function doesn't expect.

# 'age' is not a parameter of the greet function
greet("David", age=25)

Error Message:

TypeError: greet() got an unexpected keyword argument 'age'

(Note: This is technically a TypeError for an unexpected keyword argument, but it's part of the broader "argument error" family.)

c) *args and **kwargs

These are special parameters that allow a function to accept a variable number of arguments.

  • *args: Collects extra positional arguments into a tuple.
  • **kwargs: Collects extra keyword arguments into a dictionary.

*Example with `args`:**

def sum_all_numbers(*args):
    """Sums all the numbers provided."""
    print(f"Received arguments: {args}") # args is a tuple
    return sum(args)
# This works perfectly fine with any number of arguments
print(sum_all_numbers(1, 2, 3))          # Output: 6
print(sum_all_numbers(10, 20, 30, 40))   # Output: 100
print(sum_all_numbers(5))                # Output: 5

A function with *args will never raise a "missing positional argument" error for the arguments it collects.

Example with `kwargs`:**

def create_profile(**kwargs):
    """Creates a user profile from keyword arguments."""
    print(f"Received keyword arguments: {kwargs}") # kwargs is a dictionary
    for key, value in kwargs.items():
        print(f"{key}: {value}")
# This works with any keyword arguments
create_profile(name="Eve", city="New York", job="Engineer")

A function with **kwargs will never raise a "missing positional argument" error.


How to Debug and Fix ArgumentError (i.e., TypeError)

When you see this error, follow these steps:

  1. Read the Error Message Carefully: It's your best friend. It tells you exactly:

    • The name of the function (create_user).
    • The number of arguments it expected (takes 3 positional arguments).
    • The number of arguments it received (but 2 were given).
    • The name of the missing argument (missing 1 required positional argument: 'age').
  2. Check Your Function Call: Look at the line of code where the error occurred. Count the arguments you are passing. Does it match what the function expects?

  3. Check the Function Definition: Look at the function definition itself. Are the arguments positional, keyword, or do they have defaults? This tells you which arguments are required and which are optional.

  4. Use *args or **kwargs (if appropriate):* If your function is meant to be flexible and handle a variable number of inputs, consider refactoring it to use `argsorkwargs`.


Related TypeError Scenarios

Sometimes, the number of arguments is correct, but their type is wrong, which also raises a TypeError.

a) Passing the Wrong Type of Argument

Example:

def repeat_string(text, times):
    return text * times
# The 'times' argument should be an integer, not a string
repeat_string("hi", "three")

Error Message:

TypeError: can't multiply sequence by non-int of type 'str'

b) Calling a Method on an Object with Incorrect Arguments

This is a very common scenario, especially with built-in types.

Example:

The list.append() method takes exactly one argument (the item to append).

my_list = [1, 2, 3]
# Trying to pass two arguments to append()
my_list.append(4, 5)

Error Message:

TypeError: append() takes exactly one argument (2 given)

Solution:

# Correct way to append multiple items
my_list.extend([4, 5])
# or append them one by one in a loop

Summary Table

Scenario Example Code Error Message (paraphrased)
Missing Required Argument func(a, b) when def func(a, b, c): missing 1 required positional argument: 'c'
Too Many Positional Arguments func(a, b, c) when def func(a, b): takes 2 positional arguments but 3 were given
Unexpected Keyword Argument func(a, b=1) when def func(a): got an unexpected keyword argument 'b'
Calling Built-in Method with Wrong Args my_list.append(1, 2) append() takes exactly one argument (2 given)
Wrong Argument Type "hello" * "world" can't multiply sequence by non-int of type 'str'
分享:
扫描分享到社交APP
上一篇
下一篇