DRF nested serializers custom output - serialization

Couldn't find problem like this, so here is my problem:
models.py (simplified)
class Root(models.Model):
name = models.CharField()
class TextFile(models.Model):
root = models.ForeignKey(Root)
name = models.CharField()
class ImageFile(models.Model):
root = models.ForeignKey(Root)
name = models.CharField()
serializers.py
class TextFileSerializer(serializers.Modelserializer):
class Meta:
model = TextFile
fields = '__all__'
class ImageFileSerializer(serializers.Modelserializer):
class Meta:
model = ImageFile
fields = '__all__'
class FilesSerializer(serializers.Modelserializer):
Texts = TextFileSerializer(source='textfile_set', many=True, read_only=True)
Images = ImageFileSerializer(source='imagefile_set', many=True, read_only=True)
class Meta:
model = Root
fields = '__all__'
class RootSerializer(serializers.Modelserializer):
files = FilesSerializer(many=True, read_only=True)
class Meta:
model = Root
fields = '__all__'
I've got only root 'id' and 'name' in output but no 'files'.
I expect output like this:
{
'id': 0,
'name': 'Root instance 1',
'files': {
'Texts': [
{'id': 0, 'name': 'Text1'},
{'id': 1, 'name': 'Text2'},
...
],
'Images': [
{'id': 0, 'name': 'Image1'},
{'id': 1, 'name': 'Image2'},
...
]
}
}
Can anyone help me with that?

Your FilesSerializer field in RootSerializer is always returning None because Root have no property named 'files'. DRF serializer don't add None fields in the response by default. Your FileSerializer ask for a RootModel.
What you want is a way to retrieve files from your root model, so what you can do is using a SerializerMethodField, and in this method, fetch the data you need, and serializer them using your FileSerializer (but as a normal serializer).
Like so :
class TextFileSerializer(serializers.ModelSerializer):
class Meta:
model = TextFile
fields = '__all__'
class ImageFileSerializer(serializers.ModelSerializer):
class Meta:
model = ImageFile
fields = '__all__'
class FilesSerializer(serializers.Serializer):
Texts = TextFileSerializer(source='textfile_set', many=True)
Images = ImageFileSerializer(source='imagefile_set', many=True)
class Meta:
fields = '__all__'
class RootSerializer(serializers.ModelSerializer):
files = serializers.SerializerMethodField()
class Meta:
model = Root
fields = '__all__'
def get_files(self, instance):
return FilesSerializer(instance).data
It returns
[
{
"id": 1,
"files": {
"Texts": [],
"Images": [
{
"id": 1,
"name": "testimage",
"root": 1
}
]
},
"name": ""
}
]

Related

Foreign key filter in a child object

I have the models:
class Boss(models.Model):
fullname = models.TextField()
class Shop(models.Model):
name = models.TextField()
address = models.TextField()
phone = models.TextField()
boss = models.ForeignKey(
Boss, on_delete=models.CASCADE, related_name="shops"
)
class Employee(models.Model):
name = models.TextField()
phone = models.TextField()
shop = models.ForeignKey(
Shop, on_delete=models.CASCADE, related_name="employees"
)
class WorkSpace(models.Model):
name = models.TextField()
employee = models.ForeignKey(
Shop, on_delete=models.CASCADE, related_name="work_spaces"
)
Serializers:
class WorkSpaceSerializer(serializers.ModelSerializer):
class Meta:
model = WorkSpace
fields = ["id","type"]
class EmployeeSerializer(serializers.ModelSerializer):
work_spaces = WorkSpaceSerializer(many=True, read_only=True)
class Meta:
model = Employee
fields = ["id","work_spaces","name","phone"]
class ShopSerializer(serializers.ModelSerializer):
employees = EmployeeSerializer(many=True, read_only=True)
class Meta:
model = Shop
fields = ["id","employees","phone","name","address"]
class BossSerializer(serializers.ModelSerializer):
shops = ShopSerializer(many=True, read_only=True)
class Meta:
model = Boss
fields = ["id","fullname","shops"]
View
class BossListView(
ListModelMixin,
GenericViewSet,
):
queryset = Boss.objects.all()
serializer_class = BossSerializer
permission_classes = [IsAuthenticated]
def get_queryset(self):
workspace_type = self.request.query_params.get("workspace_type")
qs = super().get_queryset()
if workspace_type:
qs = qs.filter(shops__employees__work_spaces__type=workspace_type).distinct()
return qs
I filtered with
Boss.objects.filter(shops__employees__work_spaces__type=C1)
and got:
{
"shops": [
{
"id": 32,
"name": "Garden flowers",
"address": "5 st. Hool-Maa",
"phone": "879124851861598",
"employees": [
{
"id": 150,
"name": "Mike",
"phone": "8154451246",
"work_spaces": [
{
"id": 497,
"type": "B12"
},
{
"id": 15,
"type": "Z5"
},
{
"id": 33,
"type": "C1"
}
]
}
]
}
]
}
But I only need C1 from work_spaces:
[{
"id": 33,
"type": "C1"
}]
How can I exclude other work_spaces from the queryset or do I need to convert the result to a list and then filter using a for loop? There can be many workspaces, and I don't need to show them all to the user, I need information about the Boss, the Shop, the Employee..
According to your view, you are applying the lower() method on the workspace_type.
So if you have workspace_type=C1, applying lower() will make workspace_type=c1, and your filter won't match any record.
I make here the assumption that your values have a capital letter.

One to many query using marshmallow for response not working

I'm trying to make a query and the response as follows:
get_data = request.get_json()
email = get_data.get('email')
result = User.query.join(User_Preference).filter(User.email==email).first()
dump_data = developer_schema.dump(result)
return jsonify({'data' : dump_data})
from the following two tables defined as follows:
class User_Preference(db.Model):
id = db.Column(db.Integer, primary_key=True)
user_id = db.Column(db.Integer, db.ForeignKey(User.id))
preference = db.Column(db.String(45))
class User(db.Model):
id = db.Column(db.Integer, primary_key=True)
email = db.Column(db.String(50), unique=True)
password = db.Column(db.String(256))
experience = db.Column(db.Integer)
avatar = db.Column(db.String(256))
revenue = db.Column(db.Integer)
preferences = relationship("User_Preference")
These are the marshmallow schemas I am using:
class DeveloperPreferences(ma.Schema):
class Meta:
fields = ('user_id', 'preference')
class DeveloperSchema(ma.Schema):
class Meta:
fields = ('id', 'email', 'avatar')
#model = User
preferences = ma.Nested(DeveloperPreferences, many = True)
However, the return I am getting is as follows:
{
"data": {
"avatar": "example.com",
"email": "example#test.com",
"id": 10
}
}
That is only the user part of the query is being returned not the preferences. Anyone have any idea on how to solve this?
In order to also display the preferences in the result, it is necessary to also specify the field in the fields to be displayed.
When defining the nested fields, you slipped into the meta specification with the indentation. However, the fields are set at the schema level.
class DeveloperPreferenceSchema(ma.Schema):
class Meta:
fields = ('user_id', 'preference')
class DeveloperSchema(ma.Schema):
class Meta:
fields = ('id', 'email', 'avatar', 'preferences')
preferences = ma.Nested(DeveloperPreferenceSchema, many=True)
The result should then be as follows.
{
"data": {
"avatar": "example.com",
"email": "example#test.com",
"id": 10,
"preferences": [
{
"preference": "anything",
"user_id": 10
},
{
"preference": "something",
"user_id": 10
}
]
}
}

Flask marshmallow remove key from nested dict

I have the following schema:
class PublisherSchema(ma.SQLAlchemyAutoSchema):
class Meta:
fields = ('name',)
model = Publisher
class JournalSchema(ma.SQLAlchemyAutoSchema):
class Meta:
fields = ('title', 'publisher')
model = Journal
ordered = True
publisher = ma.Nested(PublisherSchema)
When I dump the JournalSchema I want the result to be:
{
"title": "hello",
"publisher: "bye"
}
But right now it dumps as:
{
"title": "hello",
"publisher": {
"name": "bye"
}
}
How can I nest the publisher value but not display the key?
Actually I figured it out. The way to do it is:
class JournalSchema(ma.SQLAlchemyAutoSchema):
publisher = fields.String(attribute="publisher.name")
class Meta:
fields = ('title', 'publisher')
model = Journal
ordered = True
This considers that 'publisher' is a relationship of the referenced model.

How to create a Marshmallow SQL schema for GeoJson

I am trying to create an API using flask, SQLAlchemy, Marshmallow, PostGIS that return GeoJson FeatureCollection. I want to be able to work with any Geo Objects (Point, Polygone,...).
I tried many things but never successfully recreated the GeoJson FeatureCollection format. It is possible to force a shape to a marshmallow schema ?
This is SQLAlchemy model:
class Locations(db.Model):
__tablename__ = 'locations'
id: int = db.Column(db.Integer, primary_key=True, autoincrement=True)
name: int = db.Column(db.String, nullable=False)
linename: str = db.Column(db.String, nullable=False)
point = db.Column(Geometry('POINT'))
This is my marshmallow schema,
class LocationsSchema(SQLAlchemyAutoSchema):
point = fields.Method('wkt_to_geojson')
def wkt_to_geojson(self, obj):
return {'type': 'Feature', 'properties': {'linename': obj.linename}, 'geometry': shapely.geometry.mapping(to_shape(obj.point))}
class Meta:
model = Locations
locations_schema = LocationsSchema(many=True, only=["point"])
This is my blueprint route:
#map_data_blueprint.route('/locations', methods=['GET'])
def all_items():
locations = Locations.query.all()
serialized = locations_schema.dump(locations)
return jsonify(serialized)
This is the json I receive from the API:
[
{
"id": 2,
"point": {
"geometry": {
"coordinates": [
6.130649,
49.609332
],
"type": "Point"
},
"properties": {
"linename": "1"
},
"type": "Feature"
}
},
{
"id": 3,
"point": {
"geometry": {
"coordinates": [
6.126288,
49.598557
],
"type": "Point"
},
"properties": {
"linename": "1"
},
"type": "Feature"
}
}]
But I am trying to get the FeatureCollection Geojson format here is an example here.
I found a solution by combining geoalchemy2.shape, shapely and geojson package. I removed the marshmallow layer for this specific API as I have not found a way with the marshmallow layer.
def parse_geojson(obj):
geo = shapely.geometry.mapping(to_shape(obj.point))
if geo:
return geojson.Feature(
id=obj.id,
geometry=geo,
properties={
"linename": obj.linename
})
#map_data_blueprint.route('/locations', methods=['GET'])
def all_items():
locations = Locations.query.all()
features = [parse_geojson(location) for location in locations]
serialized = geojson.dumps(geojson.FeatureCollection(features))
return serialized
I don't know if it is best practice to serialize the query answer in the route or not but this works.

Map two fields into one with DRF

Say I have model Team and it has a one-to-many relation with Player and Standin
I can serialize them like this:
class TeamSerializer(serializers.ModelSerializer):
...
players = PlayerSerializer(many=True)
standins = StandinSerializer(many=True)
class Meta:
model = Team
fields = '__all__'
So output will be:
{
"id": 17,
...
"players": [...],
"standins": [...]
}
How could i get:
{
"id": 17,
...
"roster": {
"players": [...],
"standins": [...]
}
}
override the to_representation method on your sereializer:
def to_representation(self, instance):
ret = super(TeamSerializer, self).to_representation(instance)
ret['roster'] = {
'players': ret['players'],
'standins': ret['standins']
}
del ret['players']
del ret['standins']
return ret