[파이썬] Peewee에서의 Exception handling

Peewee is a lightweight Object Relational Mapping (ORM) library for Python. It provides a simple and intuitive way to interact with databases using Python code. As with any software, handling exceptions is an important aspect of writing error-free and robust code.

In this blog post, we will explore the various exception handling techniques available in Peewee.

Handling Database Exceptions

When working with databases, there are various types of exceptions that can occur, such as database connection errors, query errors, or constraint violations. Peewee provides a DatabaseError class that is the base class for all database-related exceptions.

To catch and handle database exceptions, you can use the try-except block. Here’s an example:

from peewee import DatabaseError

try:
    # Perform database operations here
except DatabaseError as e:
    # Handle the exception
    print(f"An error occurred: {e}")

In the except block, you can handle the exception by performing appropriate actions like logging the error, displaying a user-friendly message, or rolling back the transaction.

Handling IntegrityError

IntegrityError is a subclass of DatabaseError and is raised when a database constraint is violated, such as a unique key constraint or a foreign key constraint. This exception is commonly encountered when inserting or updating data in the database.

To handle IntegrityError in Peewee, you can use the IntegrityError class from the peewee module. Here’s an example:

from peewee import IntegrityError

try:
    # Perform database operations here
except IntegrityError as e:
    # Handle the integrity error
    print(f"Integrity error occurred: {e}")

In the except block, you can handle the integrity error by performing actions like rolling back the transaction, notifying the user, or choosing an alternative course of action.

Handling OperationalError

OperationalError is another subclass of DatabaseError that is raised when there is an operational issue with the database or the database connection. This can include errors like the database server being unreachable or an invalid SQL query.

To handle OperationalError in Peewee, you can use the OperationalError class from the peewee module. Here’s an example:

from peewee import OperationalError

try:
    # Perform database operations here
except OperationalError as e:
    # Handle the operational error
    print(f"Operational error occurred: {e}")

In the except block, you can handle the operational error by performing actions like retrying the operation, logging the error for debugging, or providing a helpful message to the user.

Custom Exception Handling

In addition to the built-in exception classes provided by Peewee, you can also create custom exception classes to handle specific scenarios in your application. This allows you to have more granular control over the exception handling process.

To create a custom exception class, you can subclass any of the existing exception classes in Peewee or create your own class that inherits from Exception. Here’s an example:

from peewee import DatabaseError

class CustomDatabaseException(DatabaseError):
    pass

try:
    # Perform database operations here
except CustomDatabaseException as e:
    # Handle the custom exception
    print(f"Custom database exception occurred: {e}")

By creating custom exception classes, you can define your own exception hierarchy and handle specific exceptions in different ways.

Conclusion

Exception handling is an essential part of writing reliable and robust code when working with databases. Peewee provides various exception classes to handle different types of database errors, such as DatabaseError, IntegrityError, and OperationalError. Additionally, you can create your own custom exception classes to handle specific scenarios in your application.

By effectively handling exceptions, you can gracefully handle errors, provide useful feedback to the user, and ensure the stability and integrity of your database operations.