Created
July 11, 2019 21:30
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Restricting DRF serialized fields using only and defer.
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from collections import OrderedDict | |
from rest_framework.fields import SkipField | |
from rest_framework.relations import PKOnlyObject | |
class RestrictedFieldsSerializerMixin(object): | |
""" | |
API Serializer mixin which provides support for restricting serialized data to only a subset of fields. | |
This requires using the ``only`` and ``defer`` query parameters. | |
--- | |
only: Restricted to only a subset of fields | |
defer: All other fields except the listed fields. | |
--- | |
Examples: | |
GET https://.../api/users/?only=id&only=name | |
# This returns the serialized data with only the `id` and `name` fields. | |
[ | |
{ | |
"id":257, | |
"name": "Test 1" | |
}, | |
{ | |
"id":365, | |
"name": "Test 2" | |
}, | |
{ | |
"id":378, | |
"name": "Test 3" | |
}, | |
{ | |
"id":377, | |
"name": "Test 4" | |
} | |
] | |
GET https://.../api/users/?defer=id | |
# This returns the serialized data deferring the `id` field (i.e Return all fields except the `id`). | |
[ | |
{ | |
"name": "Test 1", | |
"age": 2 | |
}, | |
{ | |
"name": "Test 2", | |
"age": 2 | |
}, | |
{ | |
"name": "Test 3", | |
"age": 2 | |
}, | |
{ | |
"name": "Test 4", | |
"age": 2 | |
} | |
] | |
""" | |
RESTRICTED_FIELDS_PARAM = 'only' | |
DEFERRED_FIELDS_PARAM = 'defer' | |
def to_representation(self, instance): | |
""" | |
Convert Model Object instance -> Dict of primitive datatypes. | |
""" | |
request = self.context['request'] | |
ret = OrderedDict() | |
restricted_fields = request.query_params.getlist(self.RESTRICTED_FIELDS_PARAM) | |
deferred_fields = request.query_params.getlist(self.DEFERRED_FIELDS_PARAM) | |
fields = self._readable_fields | |
if restricted_fields: | |
fields = [f for f in fields if f.field_name in restricted_fields] | |
if deferred_fields: | |
fields = [f for f in fields if f.field_name not in deferred_fields] | |
for field in fields: | |
try: | |
attribute = field.get_attribute(instance) | |
except SkipField: | |
continue | |
# We skip `to_representation` for `None` values so that fields do | |
# not have to explicitly deal with that case. | |
# | |
# For related fields with `use_pk_only_optimization` we need to | |
# resolve the pk value. | |
check_for_none = attribute.pk if isinstance(attribute, PKOnlyObject) else attribute | |
if check_for_none is None: | |
ret[field.field_name] = None | |
else: | |
ret[field.field_name] = field.to_representation(attribute) | |
return ret |
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