Automatic Inclusion of @Property Fields in ModelSerializer

[irshadirshu0722]

Overview

Backend developers often face the challenge of manually adding @property fields to serializers using SerializerMethodField. This process can be repetitive and error-prone. To simplify and expedite the inclusion of @property fields, we've introduced a new feature in the ModelSerializer that allows you to automatically include these fields with minimal configuration.

Feature Description

With this new feature, you can easily include @property fields in your ModelSerializer by setting the property_fields attribute in the serializer's Meta class. You have the option to include all @property fields or manually specify which ones to include.

Usage

1. Include All @property Fields: Set property_fields to all in the Meta class to automatically include all @property fields.

    class MyModelSerializer(ModelSerializer):
         class Meta:
              model = MyModel
              fields = '_all_'
              property_fields = '_all_'

2. Manually Specify @property Fields: Provide a list or tuple of @property field names to include only specific fields.

    class MyModelSerializer(ModelSerializer):
         class Meta:
              model = MyModel
              fields = '_all_'
              property_fields = ('property_field1', 'property_field2')

Implementation

The feature is implemented in the get_fields method of the ModelSerializer. Here’s the relevant code:

        def get_fields(self):
            ...
         property_fields = getattr(self.Meta, 'property_fields', ())
         if property_fields:
             if property_fields == '_all_':
                 for attr_name in dir(model):
                     attr = getattr(model, attr_name)
                     if isinstance(attr, property):
                         fields[attr_name] = serializers.ReadOnlyField()
             elif isinstance(property_fields, list) or isinstance(property_fields, tuple):
                 for attr_name in property_fields:
                     attr = getattr(model, attr_name, None)
                     if not attr:
                         raise ValueError(f"{attr_name} doesn't exist in {model} model properties")
                     if isinstance(attr, property):
                         fields[attr_name] = serializers.ReadOnlyField()
             else:
                 raise ValueError(
                     "Please select the appropriate value for property_fields in the serializer. "
                     "Use '_all_' to include all property fields, or provide a tuple or list to manually specify the property fields you want to include."
                 )
         ...

Benefits

• Ease of Use: No need to manually define each @property field using SerializerMethodField.
• Time-Saving: Quickly include all or specific @property fields in the serializer.

• Error Reduction: Reduces the risk of typos and other errors when adding @property fields manually.

  Conclusion

  This feature significantly enhances the efficiency of working with @property fields in Django REST Framework serializers. By setting a single attribute in the Meta class, developers can now easily include these fields, making their code cleaner and more maintainable.

Feel free to use this feature in your projects and contribute any improvements or suggestions. Happy coding!

[irshadirshu0722]

@cclauss Could you please review this pull request?

[irshadirshu0722]

@cclauss @auvipy Yes sure , I can share the exact use case and how this feature reduce the line of code below the example of that

Consider i have model in django for storing complaint of users and the model look like this

   class Complaint(models.Model):
     PROBLEM_RATE_CHOICES = [(str(i), str(i)) for i in range(1, 11)]
     STATUS_CHOICES = [('pending','Pending'),('rejected','Rejected'),('approved','Approved')]
     ward = models.IntegerField()
     name = models.CharField(max_length=100)
     user = models.ForeignKey(User,on_delete=models.SET_NULL,related_name='complaints',null=True)
     subject = models.CharField(max_length=100)
     description = models.TextField()
     landmark = models.CharField(max_length=500)
     problem_rate = models.CharField(max_length=10,choices=PROBLEM_RATE_CHOICES)
     audio = CloudinaryField(resource_type='auto',folder='complaints/audio',null=True,blank=True)
     status = models.CharField(max_length=20,choices=STATUS_CHOICES,default='pending')
     _update_at = models.DateTimeField(null=True)
     _complaint_at = models.DateTimeField(auto_now_add=True,null=True)
     @property
     def update_at(self):
       if(self._update_at):
         return self._update_at.strftime("%d %b %Y") 
       else:
         return "---"
     @property
     def complaint_at(self):
       return self._complaint_at.strftime("%d %b %Y") 
     @property
     def audio_url(self):
         return self.audio.url

by analyzing this model schema , we can see that there are three 3 property fields exist . To get these property fields in representation we can do using these following method .note these are the current django framework feature

   class ComplaintSerializer(serializers.ModelSerializer):
         class Meta:
           model = Complaint
           fields = [
             'ward', 'name', 'user', 'subject', 'description', 
            'landmark', 'problem_rate', 'audio_url', 'status', 
            'update_at', 'complaint_at'
          ]

by using the above method we will get the property fields in representation .

if we are planning to use fields = "all" , writing fields name of model in serializer's fields variables it something wired if there are more fields in model . so with fields = 'all' we can do it by following method

   class ComplaintSerializer(serializers.ModelSerializer):
          audio_url = serializers.SerializerMethodField(read_only=True)
          complaint_at = serializers.SerializerMethodField(read_only=True)
          update_at = serializers.SerializerMethodField(read_only=True)
          class Meta:
                model = Complaint
                fields = '__all__'
         def get_audio_url(self,obj):
               return obj.audio_url
         def get_complaint_at(self,obj):
               return obj.complaint_at
         def get_update_at(self,obj):
               return obj.update_at

here we have to add that manually using serializer method field

by analyzing the two method we can see that adding the property fields taking more lines of code . To tackle this problem with adding property fields with single line we have to use new feature which i added . Using that feature we can add the property fields very easily and only 1 line is needed and it helps to reduce code line , complexity and reduce the error

Now see the difference between doing the same job with new feature

   class ComplaintSerializer(serializers.ModelSerializer):
         class Meta:
           model = Complaint
           fields = '__all__'
           property_fields = '__all__'   #or can add that manually using () or list like fields = ('audio_url',) 

Now you can see the change and effect of new feature in the scenario

I faced this issue when i building project and i asked about this issue to my friends developers they also respond me positively

I hope it clear well.

i am sure that it definitely help whole the developers 💯

Thank you

[irshadirshu0722]

@auvipy can you please review it

[browniebroke]

In my opinion, using __all__ is a bit of an anti-pattern. While it's nice for quick prototyping, but it's a dangerous hook where one risks to expose more than they intend to. So as a user I'm -1 on this.

[irshadirshu0722]

In my opinion, using __all__ is a bit of an anti-pattern. While it's nice for quick prototyping, but it's a dangerous hook where one risks to expose more than they intend to. So as a user I'm -1 on this.

But we can use tuples or list to mention the property fields rather than all

This feature actually reducing the code line