Featured Post

Top Questions People Ask About Pandas, NumPy, Matplotlib & Scikit-learn — Answered!

Image
 Whether you're a beginner or brushing up on your skills, these are the real-world questions Python learners ask most about key libraries in data science. Let’s dive in! 🐍 🐼 Pandas: Data Manipulation Made Easy 1. How do I handle missing data in a DataFrame? df.fillna( 0 ) # Replace NaNs with 0 df.dropna() # Remove rows with NaNs df.isna(). sum () # Count missing values per column 2. How can I merge or join two DataFrames? pd.merge(df1, df2, on= 'id' , how= 'inner' ) # inner, left, right, outer 3. What is the difference between loc[] and iloc[] ? loc[] uses labels (e.g., column names) iloc[] uses integer positions df.loc[ 0 , 'name' ] # label-based df.iloc[ 0 , 1 ] # index-based 4. How do I group data and perform aggregation? df.groupby( 'category' )[ 'sales' ]. sum () 5. How can I convert a column to datetime format? df[ 'date' ] = pd.to_datetime(df[ 'date' ]) ...

The Quick and Easy Way to Fix Python UnboundLocalError

Here is the easy way to fix the issue of the Python UnboundLocalError, allowing users to resolve any problems quickly.


UnboundLocalError



Python UnboundLocalError

While the variable in the function has already been defined, during execution, the result prints with an error of UnboundLocalError. Below, you will find an example that explains the issue and resolution.

Error: file 'example.txt' not found
Traceback (most recent call last):
File "main.py", line 16, in <module>
open_file("example.txt")
File "main.py", line 11, in open_file
if f:
UnboundLocalError: local variable 'f' referenced before assignment


** Process exited - Return Code: 1 **

Press Enter to exit terminal


Python program using try, except and finally

Below program explains how to use try, except and finally blocks in python. But during the execution, it prints UnboundLocalError.


Program using try, except and finally

# Define a function that may raise an exception
def open_file(filename):
    try:
        f = open(filename, "r")
        contents = f.read()
    except FileNotFoundError:
        print(f"Error: file '{filename}' not found")
    else:
        print(f"Contents of file '{filename}':\n{contents}")
    finally:
        if f:
            f.close()
            print(f"File '{filename}' has been closed.")

# Call the function with a valid filename
open_file("example.txt")

# Call the function with an invalid filename
open_file("invalid.txt")


The output:

Error: file 'example.txt' not found
Traceback (most recent call last):
  File "main.py", line 16, in <module>
    open_file("example.txt")
  File "main.py", line 11, in open_file
    if f:
UnboundLocalError: local variable 'f' referenced before assignment


** Process exited - Return Code: 1 **
Press Enter to exit terminal

Resolution for UnboundLocalError

In the function, before the try block, add f = None. That resolves the issue. Here is the corrected program.

Corrected program

# Define a function that may raise an exception
def open_file(filename):
    try:
        f = None
        f = open(filename, "r")
            contents = f.read()
    except FileNotFoundError:
        print(f"Error: file '{filename}' not found")
    else:
        print(f"Contents of file '{filename}':\n{contents}")
    finally:
        if f:
            f.close()
            print(f"File '{filename}' has been closed.")

# Call the function with a valid filename
open_file("example.txt")

# Call the function with an invalid filename
open_file("invalid.txt")


The output is:

Error: file 'example.txt' not found
Error: file 'invalid.txt' not found


** Process exited - Return Code: 0 **
Press Enter to exit terminal


Summary

  • Return statement not coded in the function. As a result, it gave UnboundLocalError.
  • A function returns the None object by default if the control flow falls off the end of the function body without running into a return statement.

Comments

Popular posts from this blog

SQL Query: 3 Methods for Calculating Cumulative SUM

5 SQL Queries That Popularly Used in Data Analysis

Big Data: Top Cloud Computing Interview Questions (1 of 4)