[파이썬] mongoengine 이벤트 기반 프로그래밍과 `mongoengine`

Mongoengine is a document-object mapper (DOM) for working with MongoDB in Python. It provides a high-level, object-oriented interface to interact with MongoDB documents, making it easier to work with NoSQL databases.

One interesting feature of mongoengine is its support for event-driven programming. With event-driven programming, you can define functions that will be executed when specific events occur. This allows you to perform additional actions or modify data during the document lifecycle.

Working with Events in mongoengine

To work with events in mongoengine, you need to import the signals module from the mongoengine package. This module provides a set of pre-defined signals that you can use to register event handlers.

Here’s an example of how you can define an event handler for the pre_save signal:

from mongoengine import Document, signals

class Person(Document):
    name = StringField()

# Define an event handler
def pre_save_handler(sender, document, **kwargs):
    # Perform some additional actions before saving the document
    document.name = document.name.upper()

# Register the event handler
signals.pre_save.connect(pre_save_handler, sender=Person)

In the above example, we define a Person document class with a name field. We also define a pre_save_handler function that will be executed before saving any Person document.

Inside the event handler, we capitalize the name field by converting it to uppercase. This modification will be applied before the document is saved to the database.

Available Signals in mongoengine

mongoengine provides several signals that you can use to register event handlers and perform actions at specific points in the document lifecycle. Some of the commonly used signals include:

You can find more information about these signals and their usage in the mongoengine documentation.

Conclusion

Event-driven programming with mongoengine allows you to extend the functionality of your application by defining event handlers for specific document lifecycle events. This can be useful for implementing complex business logic, performing additional actions, or modifying data before or after certain operations.

By harnessing the power of event-driven programming and mongoengine, you can build more flexible and powerful applications that interact seamlessly with MongoDB.