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How to Resolve Circular Dependencies in Python?

Patricia Arquette
Patricia ArquetteOriginal
2024-10-21 21:49:03869browse

How to Resolve Circular Dependencies in Python?

Type Hints: Resolving Circular Dependencies in Python

In Python, circular dependencies can arise when multiple classes refer to each other. This can lead to runtime errors due to undefined names. Consider the following code:

class Server:
    def register_client(self, client: Client):
        pass


class Client:
    def __init__(self, server: Server):
        server.register_client(self)

Here, Server depends on Client and vice versa. When Python tries to execute this code, it raises a NameError: name 'Client' is not defined.

To resolve this issue, one solution is to use forward references. In Python 3.6 and earlier, this can be achieved by using a string name for the not-yet-defined class:

class Server:
    def register_client(self, client: 'Client'):
        pass

This informs the type checker that Client is a class that will be defined later.

In Python 3.7 or later, an alternative approach is to use the __future__.annotations import at the beginning of the module:

from __future__ import annotations

class Server:
    def register_client(self, client: Client):
        pass

This postpones the runtime parsing of annotations and allows them to be stored as string representations. Forward references can still be used in this context.

By employing these techniques, you can resolve circular dependencies and ensure that your code executes without errors.

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