How to integrate stackdriver logging with django web application?

Published on April 27,2020 by Maulik

Let us learn how to use “Stackdriver logging with Django.” If you are running your Django application in the production server, errors show up. You need a log viewing and searching tool to debug production errors. These days you do not need to download error log files from a server and check it in your local machine. Stackdriver is now known as Google Cloud Logging. It is a great tool to monitor logs and file bugs for the Django production server automatically. All Django lovers, I hope you are going to love this article.

What is stackdriver?

Stackdriver is a logging and monitoring tool; now, it is known as Google Cloud Logging. Developers require to check logs in the production server, file a bug, and diagnose the root cause of the error. Imagine we can not see logs while developing the Django application in our local machine. We can not debug things. Django applications running in the production server can too throw error logs, we need a swift tool to search logs and find the cause of errors. Stackdriver automatically files a bug in the Google Cloud Error Reporting tool.

What is the cost of using stackdriver/cloud logging API with the Django application?

You might be running your Django application on a private server or virtual machine on public clouds like Google Cloud, Digital Ocean, or AWS. Stackdriver or Google cloud logging can be integrated in the same manner as described in this article. If you are thinking about how much it is going to cost this tool for monitoring the Django logs, the answer is you can store up to 50 GB of logs for FREE.

If you think you are going to store more than 50 GB of logs from the Django application to Stackdriver, please check to google cloud pricing calculator.

Steps to use stackdriver with Django application:

  1. Create Google Cloud Project from Google Cloud Console
  2. Create billing account and enable billing for the project
  3. Enable Cloud Logging API.
  4. Create a service account for accessing Cloud Logging/stackdriver API.
  5. Create stackdriver logging handler in Django.
  6. Use the logging handler in view.
  7. Viewing logs in Google cloud logging/Stackdriver console.

Please check the Django stack driver logging project on Github.

The directory structure of the project is as below:

.
├── manage.py    
├── requirements.txt  
├── service-account.json # < get this file from GCP console. 
└── stackdriver_logging 
    │   ├── __init__.py
    │   ├── log_middleware.py
    │   ├── settings.py
    │   ├── urls.py
    │   ├── views.py
    │   ├── wsgi.py

Create the service account credentials for accessing the stackdriver/ Google cloud logging API.

What is service account credentials?

Google Cloud provides an authentication mechanism where we can create a credential for accessing the API with limited rights to the API. Our Django application needs to consume Google Cloud Logging API, so service account credentials are used by our Django application to make stackdriver or Google Cloud Logging API calls.

  1. Create a service account from google cloud console service account page
  2. google cloud stackdriver service account creation for django application
  3. Enter the Service Account name and click on the “Create” button.
  4. In the Service Account Permissions step, set the Service Account role to “Logging Admin” and click the continue button.
  5. For generating the Service Account JSON file, click on the “Create Key” button, then select the key type to “JSON” and click on the create button. It downloads the Service Account JSON file.
  6. django stackdriver credential key
  7.  Let us keep this credential file at the root directory of our project.
  8. The project directory structure should look like as below:
  9. .
    ├── manage.py    
    ├── requirements.txt  
    ├── service-account.json # < get this file from GCP console. 
    └── stackdriver_logging 
        │   ├── __init__.py
        │   ├── log_middleware.py
        │   ├── settings.py
        │   ├── urls.py
        │   ├── views.py
        │   ├── wsgi.py

create stackdriver logging handler in Django

  • Create a log_middleware.py file in the main app and write the following code in it.
    • stackdriver_logging/log_middleware.py
from google.cloud.logging.resource import Resource
from google.cloud import logging as gcp_logging
import io
import logging
import json
 
json_credentials_path='service-account.json'
 
client = gcp_logging.Client.from_service_account_json(json_credentials_path)
client.setup_logging()
 
client_email = ""
with io.open(json_credentials_path, "r", encoding="utf-8") as file:
   credentials_info = json.load(file)
   client_email = credentials_info["client_email"]

_LOG_RESOURCE = Resource(
   type='service_account',
   labels={
       "email_id":  client_email,
       "project_id":  client.project
   }
)
 
class StackDriverHandler(logging.Handler):
 
   def __init__(self):
       logging.Handler.__init__(self)
 
   def emit(self, record):
       """Add record to cloud"""
       self.logger = client.logger('stackdriver.googleapis.com%2Fapp')
       self.log_msg = self.format(record)
       self.logger.log_text(self.log_msg, severity=record.levelname, resource=_LOG_RESOURCE)
  • Add stackdriver logging handler to Django’s settings.py
  • LOGGING = {
       'version': 1,
       'disable_existing_loggers': False,
       'formatters': {
           'standard': {'format': '%(levelname)s : %(message)s - [in %(pathname)s:%(lineno)d]'},
           'short': {'format': '%(message)s'}
       },
       'handlers': {
           'stackdriver': {
               'formatter': 'standard',
               'class': 'stackdriver_logging.log_middleware.StackDriverHandler',
           },
       },
       'loggers': {
           'StackDriverHandler': {
               'handlers': ['stackdriver'],
               'level': "INFO"
           },
           'django.request': {
               'handlers': ['stackdriver']
           }
       },
    }

    Use stackdriver logger in views

  • To use the logging handler in your views, you have to create the logger object and use it in the views. 
  • from rest_framework.response import Response
    from rest_framework.views import APIView
    import logging
     
    logger = logging.getLogger('StackDriverHandler')
     
    class UserView(APIView):
       def get(self, request):
     
           logger.info("Init log from view")
           logger.warning("Warning: Init log from view")
           logger.error("Test error")
          
           return Response("Success")

     

  • Call your endpoint from the external source ( like Postman ). It should return the success response.

Viewing Django logs in stackdriver/Google cloud console.

  • Now view the logs, open the stackdriver logging on your google cloud console, and select the service account which you created before in step 1.
  • django stacdriver logging
  • We can view the logs in the stackdriver.
  • integrated django logs with stackdriver/ google cloud logging

Conclusion:

We have successfully integrated the stackdriver logging/ google cloud logging tool to our Django application. Stackdriver is a fantastic tool for searching error logs. Yes, you should get rid of the legacy way of handling and viewing logs of your Django applications.

Thanks for taking the time to check out this article.

I hope it adds real value to your project.

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