Photo by Muhammad Zaqy Al Fattah on Unsplash
Authenticating Background Tasks with Django Rest Framework SimpleJWT
Situation
- You have an API built with Django Rest Framework
- You are using SimpleJWT as your authentication backend
- You have integrated Celery with your Django application and are using it to run background tasks
- Some of your tasks need to make authenticated API calls
Possible Solution
- You can authenticate your task using the SimpleJWT authentication endpoints, just like a normal user
Alternate Solution
- Leverage the SimpleJWT API (not HTTP endpoint) to authenticate the task
Example
from celery import shared_task
from django.contrib.auth import get_user_model
from rest_framework_simplejwt.serializers import TokenObtainPairSerializer
import os
@shared_task
def some_task():
username = os.getenv("SVC_ACCT_USER", "")
password = os.getenv("SVC_ACCT_PASS", "")
endpoint = "some_url"
svc_acct = {
f"{get_user_model().USERNAME_FIELD}": username,
"password": password,
}
TokenGenerator = TokenObtainPairSerializer(data=svc_acct)
TokenGenerator.is_valid()
headers = {
"Authorization": f"JWT {TokenGenerator.validated_data['access']}"
}
res = requests.get(url=endpoint, headers=headers)
# Logic based on Response
return foo
Explanation
- We get the username and password from environmental variables. These may be set in production by injecting secrets into the environment using the CICD pipeline, a .env file, manually, and so on. The point here is that we're not hardcoding credentials.
- We create a dictionary with the credentials for the service account. In Django, it's a common practice to write a custom user model. Therefore, we're dynamically setting the username field based on the user model being used (rather than hardcoding it). This eliminates potential tech debt if the user model ever changes, or if we use this task in multiple applications.
- Next, we initialize a
TokenGenerator
object from theTokenObtainPairSerializer
in the SimpleJWT module. We pass the service account dictionary as the data keyword argument when initializing theTokenObtainPairSerializer
class. - As a best practice, we validate the data using the
TokenObtainPairSerializer
class' validator. - We then create an Authentication header using the access token of the TokenGenerator class.
- Finally, we make our request to the API and execute the remaining business logic.
Improvements
- Currently, the authentication happens every time the task is run. If this is a periodic task (for example, a crontab) it may make sense to create a SvcAccount class and encapsulate the authentication logic inside of it. This object can be initialized when the application is started, and then the tokens can simply be refreshed when they're expired.
- Depending on your use case, it may make sense to not make HTTP endpoint requests at all. Instead, you can have the task execute the desired logic encapsulated in the HTTP endpoint. This may vary depending on security and operational needs. That is to say, your security policy may expect HTTP logs anytime this logic is executed. In that case, you should probably execute HTTP requests. Otherwise, it might be better to execute the logic and run logger statements locally inside the task.