Django rest framework serializer fields using single API call - python

I have a route that uses a ViewSet
router.register(
r'mapping_details',
GlobalMappingDetailsViewSet,
base_name='global-store-product-mappings'
)
This view set contains a get_queryset method and a serializer.
class GlobalMappingDetailsViewSet(viewsets.ModelViewSet):
serializer_class = GlobalMappingDetailsSerializer
def get_queryset(self):
return models.Mappings.objects.all().select_related('my_column')
class GlobalMappingDetailsSerializer(serializers.ModelSerializer):
class Meta:
model = models.Mappings
fields = ('column1', 'column2')
I want to add 2 fields that are populated using a single API call in the response of the request. I could use serializers.Field but will have to make separate calls for both the fields.
Does someone know the right way to handle this use case?

The way to do this is by overriding the Django Viewset actions. In my case I needed to just populate the response in the fields, I overrode the list and retrieve actions and added the fields to the response.
Some sample code:
def retrieve(self, request, *args, **kwargs):
response = super(GlobalMappingDetailsViewSet, self).retrieve(request, *args, **kwargs)
data = response.data
api_response = MyService.make_api_call(data.get('id'))
data['my_new_field'] = api_response.get('response_field', '')
return response

Related

Django rest framework - API view complains about NoneType response

I am using a ModelViewSet to create objects from parameters received in a POST request. The serialiser looks like this:
class FooSerializer(ModelSerializer):
class Meta:
model = Foo
fields = '__all__'
I want to intercept the request, and perform a check on it (against a method of the model, if it matters) before allowing the creation to continue. In vanilla django forms, I would override the form_valid method, do the check, and then call super().form_valid(...). I am trying to do the same here:
class BookingView(ModelViewSet):
queryset = DirectBooking.objects.all()
serializer_class = DirectBookingSerializer
def create(self, request):
print(request.data)
#Perform check here
super().create(request)
This works, in the sense that it creates an object in the DB, but the trace shows an error:
AssertionError: Expected a `Response`, `HttpResponse` or `HttpStreamingResponse` to be returned from the view, but received a `<class 'NoneType'>`
This seems strange, as I would expect the super().save to return the appropriate response.
I am aware that I will need to return a response myself if the check fails (probably a 400), but I would still like to understand why it is failing here.
A view should return a HttpResponse. In a ViewSet, you do not implement .get(..) and .post(..) directly, but these perform some processing, and redirect to other functions like .create(..), and .list(..).
These views thus should then return a HttpResponse (or "friends"), here you call the super().create(request), but you forget to return the response of this call as the result of your create(..) version.
You should thus add a return statement, like:
class BookingView(ModelViewSet):
queryset = DirectBooking.objects.all()
serializer_class = DirectBookingSerializer
def create(self, request):
print(request.data)
#Perform check here
return super().create(request)

How can I get the serializer-fields in APIView?

How can I get the serializer-fields in APIView?
In the document, it only say how to add serializer-fields in serializers, but did not state how to get the serializer-fields in the APIView.
I add so many serializer-fields in the CloudServerCreateSerializer:
class CloudServerCreateSerializer(ModelSerializer):
cpu = serializers.IntegerField() # eg:1,2,4,
ram = serializers.IntegerField() # eg: 1,2,4,
os = serializers.DictField() # eg: {"os_big":"Linux", "os_detail":"CentOS7.2"}
disk_os = serializers.DictField() # {"disk_type":"SSD", "disk_size":"50"}
disk_store = serializers.ListField() # [{"disk_type":"SSD", "disk_size":"50"}, {"disk_type":"SSD", "disk_size":"50"}]
class Meta:
model = CloudServer
exclude = ['expiration_time']
but I do not know how to get these values in the views:
class CloudServerCreateAPIView(CreateAPIView):
serializer_class = CloudServerCreateSerializer
permission_classes = []
queryset = CloudServer.objects.all()
def post(self, request, *args, **kwargs):
print(*args, **kwargs)
#serializer.save()
return Response(data="εˆ›ε»ΊζˆεŠŸ", status=HTTP_200_OK, exception=None)
How to get the serializer-fields in rest framework views?
You are writing an APIView derived class, which is just a basic class based view. API Views are intended to handle the framework tasks of auth, content type negotiation, and so on, leaving all request processing logic to you. They do not know about serializer_class or queryset, those are part of the ModelViewSet.
Thankfully, it is quite easy to run the serializer manually and get the data you want. You can even have it raise 400 errors for you.
def post(self, request, *args, **kwargs):
ser = CloudServerCreateSerializer(
data=request.data,
context={'request': request}
)
ser.is_valid(raise_exception=True)
data = ser.validated_data
# use the data somehow
Some notes:
The context param contains extra data the serializer can use. For example, the request to use to find the host-name for making url fields. You may be able to ignore this.
is_valid(True) will raise all serializer errors back to the client, such as 400 or any that you throw. You don't have to revalidate the data inside afterwards.
*ars, **kwargs will be empty unless your URL specifies path paramters, e.g. /users/(?<username>\w+)/details/
If you want to serialize a model to json using this, then you would pass the instance parameter:
data = MySerializer(instance=MyModel.objects.first()).data
If you are trying to make a ViewSet to fully handle the model (get, create, list, delete, ...), then you want to use ModelViewSet
class CloudServerViewSet(ModelViewSet):
serializer_class = CloudServerCreateSerializer
permission_classes = []
queryset = CloudServer.objects.all()
router.register(r'clouds', CloudServerViewSet, base_name='clouds')
# this will give you
# POST /prefix/clouds/ # create
# GET /prefix/clouds/ # list
# GET /prefix/clonds/:pk/ # details
# PATCH /prefix/clonds/:pk/ # update

Django Rest Framework partial update

I'm trying to implement partial_update with Django Rest Framework but I need some clarification because I'm stuck.
Why do we need to specify partial=True?
In my understanding, we could easily update Demo object inside of partial_update method. What is the purpose of this?
What is inside of serialized variable?
What is inside of serialized variable in partial_update method? Is that a Demo object? What function is called behind the scenes?
How would one finish the implementation here?
Viewset
class DemoViewSet(viewsets.ModelViewSet):
serializer_class = DemoSerializer
def partial_update(self, request, pk=None):
serialized = DemoSerializer(request.user, data=request.data, partial=True)
return Response(status=status.HTTP_202_ACCEPTED)
Serializer
class DemoSerializer(serializers.ModelSerializer):
class Meta:
model = Demo
fields = '__all__'
def update(self, instance, validated_data):
print 'this - here'
demo = Demo.objects.get(pk=instance.id)
Demo.objects.filter(pk=instance.id)\
.update(**validated_data)
return demo
I when digging into the source code of rest_framework and got the following findings:
For question 1. Why do we need to specify partial=True?
This question is related to HTTP verbs.
PUT: The PUT method replaces all current representations of the target resource with the request payload.
PATCH: The PATCH method is used to apply partial modifications to a resource.
Generally speaking, partial is used to check whether the fields in the model is needed to do field validation when client submitting data to the view.
For example, we have a Book model like this, pls note both of the name and author_name fields are mandatory (not null & not blank).
class Book(models.Model):
name = models.CharField('name of the book', max_length=100)
author_name = models.CharField('the name of the author', max_length=50)
# Create a new instance for testing
Book.objects.create(name='Python in a nut shell', author_name='Alex Martelli')
For some scenarios, we may only need to update part of the fields in the model, e.g., we only need to update name field in the Book. So for this case, client will only submit the name field with new value to the view. The data submit from the client may look like this:
{"pk": 1, name: "PYTHON IN A NUT SHELL"}
But you may have notice that our model definition does not allow author_name to be blank. So we have to use partial_update instead of update. So the rest framework will not perform field validation check for the fields which is missing in the request data.
For testing purpose, you can create two views for both update and partial_update, and you will get more understanding what I just said.
Example:
views.py
from rest_framework.generics import GenericAPIView
from rest_framework.mixins import UpdateModelMixin
from rest_framework.viewsets import ModelViewSet
from rest_framework import serializers
class BookSerializer(serializers.ModelSerializer):
class Meta:
model = Book
class BookUpdateView(GenericAPIView, UpdateModelMixin):
'''
Book update API, need to submit both `name` and `author_name` fields
At the same time, or django will prevent to do update for field missing
'''
queryset = Book.objects.all()
serializer_class = BookSerializer
def put(self, request, *args, **kwargs):
return self.update(request, *args, **kwargs)
class BookPartialUpdateView(GenericAPIView, UpdateModelMixin):
'''
You just need to provide the field which is to be modified.
'''
queryset = Book.objects.all()
serializer_class = BookSerializer
def put(self, request, *args, **kwargs):
return self.partial_update(request, *args, **kwargs)
urls.py
urlpatterns = patterns('',
url(r'^book/update/(?P<pk>\d+)/$', BookUpdateView.as_view(), name='book_update'),
url(r'^book/update-partial/(?P<pk>\d+)/$', BookPartialUpdateView.as_view(), name='book_partial_update'),
)
Data to submit
{"pk": 1, name: "PYTHON IN A NUT SHELL"}
When you submit the above json to the /book/update/1/, you will got the following error with HTTP_STATUS_CODE=400:
{
"author_name": [
"This field is required."
]
}
But when you submit the above json to /book/update-partial/1/, you will got HTTP_STATUS_CODE=200 with following response,
{
"id": 1,
"name": "PYTHON IN A NUT SHELL",
"author_name": "Alex Martelli"
}
For question 2. What is inside of serialized variable?
serialized is a object wrapping the model instance as a serialisable object. and you can use this serialized to generate a plain JSON string with serialized.data .
For question 3. How would one finish the implementation here?
I think you can answer yourself when you have read the answer above, and you should have known when to use update and when to used partial_update.
If you still have any question, feel free to ask. I just read part of the source code of the rest framework, and may have not understand very deeply for some terms, and please point it out when it is wrong...
For partial update - PATCH http method
For full update - PUT http method
When doing an update with DRF, you are supposed to send request data that includes values for all (required) fields. This is at least the case when the request is via the PUT http method. From what I understand, you want to update one or at least not all model instance fields. In this case make a request with the PATCH http method. Django rest framework (DRF) will take care of it out of the box.
Example (with token auth):
curl -i -X PATCH -d '{"name":"my favorite banana"}' -H "Content-Type: application/json" -H 'Authorization: Token <some token>' http://localhost:8000/bananas/
So simple, just override init method of your serializer like that:
def __init__(self, *args, **kwargs):
kwargs['partial'] = True
super(DemoSerializer, self).__init__(*args, **kwargs)
Just a quick note as it seems that nobody has already pointed this out:
serialized = DemoSerializer(request.user, data=request.data, partial=True)
The first argument of DemoSerializer should be a Demo instance, not a user (at least if you use DRF 3.6.2 like me).
I don't know what you are trying to do, but this is a working example:
def partial_update(self, request, *args, **kwargs):
response_with_updated_instance = super(DemoViewSet, self).partial_update(request, *args, **kwargs)
Demo.objects.my_func(request.user, self.get_object())
return response_with_updated_instance
I do the partial update and then I do other things calling my_func and passing the current user and the demo instance already updated.
Hope this helps.
I had an issue where my multi-attribute/field validation in a rest_framework serializer was working with a POST /resources/ request but failing with a PATCH /resources/ request. It failed in the PATCH case because it was only looking for values in the supplied attrs dict and not falling back to values in self.instance. Adding a method get_attr_or_default to do that fallback seems to have worked:
class EmailSerializer(serializers.ModelSerializer):
def get_attr_or_default(self, attr, attrs, default=''):
"""Return the value of key ``attr`` in the dict ``attrs``; if that is
not present, return the value of the attribute ``attr`` in
``self.instance``; otherwise return ``default``.
"""
return attrs.get(attr, getattr(self.instance, attr, ''))
def validate(self, attrs):
"""Ensure that either a) there is a body or b) there is a valid template
reference and template context.
"""
existing_body = self.get_attr_or_default('body', attrs).strip()
if existing_body:
return attrs
template = self.get_attr_or_default('template', attrs)
templatecontext = self.get_attr_or_default('templatecontext', attrs)
if template and templatecontext:
try:
render_template(template.data, templatecontext)
return attrs
except TemplateRendererException as err:
raise serializers.ValidationError(str(err))
raise serializers.ValidationError(NO_BODY_OR_TEMPLATE_ERROR_MSG)
I don't know why, but for me, the only way to solve it was to override the validate method in the Serializer class.
Maybe it's related to the fact that I'm using MongoDB with Djongo
class DemoSerializer(serializers.ModelSerializer):
def validate(self, attrs):
self._kwargs["partial"] = True
return super().validate(attrs)
You forgot serializer.save()
You can finish it the following way . . .
class DemoViewSet(viewsets.ModelViewSet):
serializer_class = DemoSerializer
def partial_update(self, request, pk=None):
serializer = DemoSerializer(request.user, data=request.data, partial=True)
serializer.save()
serializer.is_valid(raise_exception=True)
return Response(serializer.data)
Also, you shouldn't need to override the update method in the serializer.

Custom function which performs create and update on DRF modelViewSet

Hi there I want to create a custom method in a modelviewset which needs to perform a save and an update logic in a single post request.
Here is my breeding.viewsets.py
class BreedingViewSet(viewsets.ModelViewSet):
queryset = Breeding.objects.all()
serializer_class = BreedingSerializer
Since the above method has a higher level of abstraction and is
actually providing or performing automatic CRUD functions.
Now the problem here is i dont have any control for a multiple queries like saving an object and updating another object in a single post request.
e.g
def save_and_update(self, request):
// do save an object here.
// do update an object here.
How can we achieve such powerful functionalities? Did i missed something? I found this documentation but i dont know how to implement the given instruction.
UPDATE
This is what im looking for How do I create multiple model instances with Django Rest Framework?
But the answer can only save a multiple instances in a single post request of that same model. But Im hoping also that we can perform queries for a different models in that single function.
Well, from the comments, it looks like you want to update some unrelated model when you create your breeding model. This should be easy.
class BreedingViewSet(viewsets.ModelViewSet):
queryset = Breeding.objects.all()
serializer_class = BreedingSerializer
def create(self, request):
# do your thing here
return super().create(request)
Use this to create or update using POST
class BreedingViewSet(viewsets.ModelViewSet):
queryset = Breeding.objects.all()
serializer_class = BreedingSerializer
def get_object(self):
if self.action == 'create':
queryset = self.filter_queryset(self.get_queryset())
filter_kwargs = {self.lookup_field: self.request.data.get('id')}
obj = get_object(queryset, **filter_kwargs)
self.check_object_permissions(self.request, obj)
return obj
else:
return super(BreedingViewSet, self).get_object()
def create(self, request, *args, **kwargs):
if request.data.get('id'):
return super(BreedingViewSet, self).update(request, *args, **kwargs)
else:
return super(BreedingViewSet, self).create(request, *args, **kwargs)

Multiple Models in Django Rest Framework?

I am using Django Rest framework. I want to serialize multiple models and send them as a response. Currently I can send only one model per view (like CartView below sends only Cart object). Following models (unrelated) can be there.
class Ship_address(models.Model):
...
class Bill_address(models.Model):
...
class Cart(models.Model):
...
class Giftwrap(models.Model):
...
I tried using DjangoRestMultipleModels, it works ok but has some limitations. Is there any in-built way? Can't I append to the serializer that's created in the following view?
from rest_framework.views import APIView
class CartView(APIView):
"""
Returns the Details of the cart
"""
def get(self, request, format=None, **kwargs):
cart = get_cart(request)
serializer = CartSerializer(cart)
# Can't I append anything to serializer class like below ??
# serializer.append(anotherserialzed_object) ??
return Response(serializer.data)
I really like DRF. But this use-case (of sending multiple objects) makes me wonder if writing a plain-old Django view will be better suited for such a requirement.
You can customize it, and it wouldn't be too weird, because this is an APIView (as opposed to a ModelViewSet from which a human being would expect the GET to return a single model) e.g. you can return several objects from different models in your GET response
def get(self, request, format=None, **kwargs):
cart = get_cart(request)
cart_serializer = CartSerializer(cart)
another_serializer = AnotherSerializer(another_object)
return Response({
'cart': cart_serializer.data,
'another': another_serializer.data,
'yet_another_field': 'yet another value',
})

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