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A custom Django field able to use subclasses of Python's internal `Enum` class as choices

Project description

django-enum-choices

A custom Django choice field to use with Python enums.

PyPI version

Table of Contents

Installation

pip install django-enum-choices

Basic Usage

from enum import Enum

from django.db import models

from django_enum_choices.fields import EnumChoiceField


class MyEnum(Enum):
    A = 'a'
    B = 'b'


class MyModel(models.Model):
    enumerated_field = EnumChoiceField(MyEnum)

Model creation

instance = MyModel.objects.create(enumerated_field=MyEnum.A)

Changing enum values

instance.enumerated_field = MyEnum.B
instance.save()

Filtering

MyModel.objects.filter(enumerated_field=MyEnum.A)

Choice builders

EnumChoiceField extends CharField and generates choices internally. Each choice is generated using something, called a choice_builder.

A choice builder function looks like that:

def choice_builder(enum: Enum) -> Tuple[str, str]:
    # Some implementation

If a choice_builder argument is passed to a model's EnumChoiceField, django_enum_choices will use it to generate the choices. The choice_builder must be a callable that accepts an enumeration choice and returns a tuple, containing the value to be saved and the readable value.

By default django_enum_choices uses one of the four choice builders defined in django_enum_choices.choice_builders, named value_value.

It returns a tuple containing the enumeration's value twice:

from django_enum_choices.choice_builders import value_value

class MyEnum(Enum):
    A = 'a'
    B = 'b'

print(value_value(MyEnum.A))  # ('a', 'a')

You can use one of the four default ones that fits your needs:

  • value_value
  • attribute_value
  • value_attribute
  • attribute_attribute

For example:

from django_enum_choices.choice_builders import attribute_value

class MyEnum(Enum):
    A = 'a'
    B = 'b'

class CustomReadableValueEnumModel(models.Model):
    enumerated_field = EnumChoiceField(
        MyEnum,
        choice_builder=attribute_value
    )

The resulting choices for enumerated_field will be (('A', 'a'), ('B', 'b'))

You can also define your own choice builder:

class MyEnum(Enum):
    A = 'a'
    B = 'b'

def choice_builder(choice: Enum) -> Tuple[str, str]:
    return choice.value, choice.value.upper() + choice.value

class CustomReadableValueEnumModel(models.Model):
    enumerated_field = EnumChoiceField(
        MyEnum,
        choice_builder=choice_builder
    )

Which will result in the following choices (('a', 'Aa'), ('b', 'Bb'))

The values in the returned from choice_builder tuple will be cast to strings before being used.

Usage with forms

There are 2 rules of thumb:

  1. If you use a ModelForm, everything will be taken care of automatically.
  2. If you use a Form, you need to take into account what Enum and choice_builder you are using.

Usage with django.forms.ModelForm

from .models import MyModel

class ModelEnumForm(forms.ModelForm):
    class Meta:
        model = MyModel
        fields = ['enumerated_field']

form = ModelEnumForm({
    'enumerated_field': 'a'
})

form.is_valid()

print(form.save(commit=True))  # <MyModel: MyModel object (12)>

Usage with django.forms.Form

If you are using the default value_value choice builder, you can just do that:

from django_enum_choices.forms import EnumChoiceField

from .enumerations import MyEnum

class StandardEnumForm(forms.Form):
    enumerated_field = EnumChoiceField(MyEnum)

form = StandardEnumForm({
    'enumerated_field': 'a'
})
form.is_valid()

print(form.cleaned_data)  # {'enumerated_field': <MyEnum.A: 'a'>}

If you are passing a different choice builder, you have to also pass it to the form field:

from .enumerations import MyEnum

def custom_choice_builder(choice):
    return 'Custom_' + choice.value, choice.value

class CustomChoiceBuilderEnumForm(forms.Form):
    enumerated_field = EnumChoiceField(
        MyEnum,
        choice_builder=custom_choice_builder
    )

form = CustomChoiceBuilderEnumForm({
    'enumerated_field': 'Custom_a'
})

form.is_valid()

print(form.cleaned_data)  # {'enumerated_field': <MyEnum.A: 'a'>}

Usage with django-filter

As with forms, there are 2 general rules of thumb:

  1. If you have declared an EnumChoiceField in the Meta.fields for a given Meta.model, you need to inherit EnumChoiceFilterMixin in your filter class & everything will be taken care of automatically.
  2. If you are declaring an explicit field, without a model, you need to specify the Enum class & the choice_builder, if a custom one is used.

By using a Meta inner class and inheriting from EnumChoiceFilterMixin

import django_filters as filters

from django_enum_choices.filters import EnumChoiceFilterMixin

class ImplicitFilterSet(EnumChoiceFilterSetMixin, filters.FilterSet):
    class Meta:
        model = MyModel
        fields = ['enumerated_field']

filters = {
    'enumerated_field': 'a'
}
filterset = ImplicitFilterSet(filters)

print(filterset.qs.values_list('enumerated_field', flat=True))
# <QuerySet [<MyEnum.A: 'a'>, <MyEnum.A: 'a'>, <MyEnum.A: 'a'>]>

The choice_builder argument can be passed to django_enum_choices.filters.EnumChoiceFilter as well when using the field explicitly. When using EnumChoiceFilterSetMixin, the choice_builder is determined from the model field, for the fields defined inside the Meta inner class.

import django_filters as filters

from django_enum_choices.filters import EnumChoiceFilter

def custom_choice_builder(choice):
    return 'Custom_' + choice.value, choice.value

class ExplicitCustomChoiceBuilderFilterSet(filters.FilterSet):
    enumerated_field = EnumChoiceFilter(
        MyEnum,
        choice_builder=custom_choice_builder
    )

filters = {
    'enumerated_field': 'Custom_a'
}
filterset = ExplicitCustomChoiceBuilderFilterSet(filters, MyModel.objects.all())

print(filterset.qs.values_list('enumerated_field', flat=True))  # <QuerySet [<MyEnum.A: 'a'>, <MyEnum.A: 'a'>, <MyEnum.A: 'a'>]>

By declaring the field explicitly on the FilterSet

import django_filters as filters

from django_enum_choices.filters import EnumChoiceFilter

class ExplicitFilterSet(filters.FilterSet):
    enumerated_field = EnumChoiceFilter(MyEnum)


filters = {
    'enumerated_field': 'a'
}
filterset = ExplicitFilterSet(filters, MyModel.objects.all())

print(filterset.qs.values_list('enumerated_field', flat=True))  # <QuerySet [<MyEnum.A: 'a'>, <MyEnum.A: 'a'>, <MyEnum.A: 'a'>]>

Postgres ArrayField Usage

You can use EnumChoiceField as a child field of an Postgres ArrayField.

from django.db import models
from django.contrib.postgres.fields import ArrayField

from django_enum_choices.fields import EnumChoiceField

from enum import Enum

class MyEnum(Enum):
    A = 'a'
    B = 'b'

class MyModelMultiple(models.Model):
    enumerated_field = ArrayField(
        base_field=EnumChoiceField(MyEnum)
    )

Model Creation

instance = MyModelMultiple.objects.create(enumerated_field=[MyEnum.A, MyEnum.B])

Changing enum values

instance.enumerated_field = [MyEnum.B]
instance.save()

Usage with Django Rest Framework

As with forms & filters, there are 2 general rules of thumb:

  1. If you are using a ModelSerializer and you inherit EnumChoiceModelSerializerMixin, everything will be taken care of automatically.
  2. If you are using a Serializer, you need to take the Enum class & choice_builder into acount.

Using serializers.ModelSerializer with EnumChoiceModelSerializerMixin

from rest_framework import serializers

from django_enum_choices.serializers import EnumChoiceModelSerializerMixin

class ImplicitMyModelSerializer(
    EnumChoiceModelSerializerMixin,
    serializers.ModelSerializer
):
    class Meta:
        model = MyModel
        fields = ('enumerated_field', )

By default ModelSerializer.build_standard_field coerces any field that has a model field with choices to ChoiceField which returns the value directly.

Since enum values resemble EnumClass.ENUM_INSTANCE they won't be able to be encoded by the JSONEncoder when being passed to a Response.

That's why we need the mixin.

When using the EnumChoiceModelSerializerMixin with DRF's serializers.ModelSerializer, the choice_builder is automatically passed from the model field to the serializer field.

Using serializers.ModelSerializer without EnumChoiceModelSerializerMixin

from rest_framework import serializers

from django_enum_choices.serializers import EnumChoiceField

class MyModelSerializer(serializers.ModelSerializer):
    enumerated_field = EnumChoiceField(MyEnum)

    class Meta:
        model = MyModel
        fields = ('enumerated_field', )

# Serialization:
instance = MyModel.objects.create(enumerated_field=MyEnum.A)
serializer = MyModelSerializer(instance)
data = serializer.data  # {'enumerated_field': 'a'}

# Saving:
serializer = MyModelSerializer(data={
    'enumerated_field': 'a'
})
serializer.is_valid()
serializer.save()

If you are using a custom choice_builder, you need to pass that too.

def custom_choice_builder(choice):
    return 'Custom_' + choice.value, choice.value

class CustomChoiceBuilderSerializer(serializers.Serializer):
    enumerted_field = EnumChoiceField(
        MyEnum,
        choice_builder=custom_choice_builder
    )

serializer = CustomChoiceBuilderSerializer({
    'enumerated_field': MyEnum.A
})

data = serializer.data # {'enumerated_field': 'Custom_a'}

Using a subclass of serializers.Serializer

from rest_framework import serializers

from django_enum_choices.serializers import EnumChoiceField

class MySerializer(serializers.Serializer):
    enumerated_field = EnumChoiceField(MyEnum)

# Serialization:
serializer = MySerializer({
    'enumerated_field': MyEnum.A
})
data = serializer.data  # {'enumerated_field': 'a'}

# Deserialization:
serializer = MySerializer(data={
    'enumerated_field': 'a'
})
serializer.is_valid()
data = serializer.validated_data  # OrderedDict([('enumerated_field', <MyEnum.A: 'a'>)])

If you are using a custom choice_builder, you need to pass that too.

Serializing PostgreSQL ArrayField

django-enum-choices exposes a MultipleEnumChoiceField that can be used for serializing arrays of enumerations.

Using a subclass of serializers.Serializer

from rest_framework import serializers

from django_enum_choices.serializers import MultipleEnumChoiceField

class MultipleMySerializer(serializers.Serializer):
    enumerated_field = MultipleEnumChoiceField(MyEnum)

# Serialization:
serializer = MultipleMySerializer({
    'enumerated_field': [MyEnum.A, MyEnum.B]
})
data = serializer.data  # {'enumerated_field': ['a', 'b']}

# Deserialization:
serializer = MultipleMySerializer(data={
    'enumerated_field': ['a', 'b']
})
serializer.is_valid()
data = serializer.validated_data  # OrderedDict([('enumerated_field', [<MyEnum.A: 'a'>, <MyEnum.B: 'b'>])])

Using a subclass of serializers.ModelSerializer

class ImplicitMultipleMyModelSerializer(
    EnumChoiceModelSerializerMixin,
    serializers.ModelSerializer
):
    class Meta:
        model = MyModelMultiple
        fields = ('enumerated_field', )

# Serialization:
instance = MyModelMultiple.objects.create(enumerated_field=[MyEnum.A, MyEnum.B])
serializer = ImplicitMultipleMyModelSerializer(instance)
data = serializer.data  # {'enumerated_field': ['a', 'b']}

# Saving:
serializer = ImplicitMultipleMyModelSerializer(data={
    'enumerated_field': ['a', 'b']
})
serializer.is_valid()
serializer.save()

The EnumChoiceModelSerializerMixin does not need to be used if enumerated_field is defined on the serializer class explicitly.

Implementation details

  • EnumChoiceField is a subclass of CharField.
  • Only subclasses of Enum are valid arguments for EnumChoiceField.
  • max_length, if passed, is ignored. max_length is automatically calculated from the longest choice.
  • choices are generated using a special choice_builder function, which accepts an enumeration and returns a tuple of 2 items.
    • Four choice builder functions are defined inside django_enum_choices.choice_builders
    • By default the value_value choice builder is used. It produces the choices from the values in the enumeration class, like (enumeration.value, enumeration.value)
    • choice_builder can be overriden by passing a callable to the choice_builder keyword argument of EnumChoiceField.
    • All values returned from the choice builder will be cast to strings when generating choices.

For example, lets have the following case:

class Value:
    def __init__(self, value):
        self.value = value

    def __str__(self):
        return self.value


class CustomObjectEnum(Enum):
    A = Value(1)
    B = Value('B')

	# The default choice builder `value_value` is being used

class SomeModel(models.Model):
    enumerated_field = EnumChoiceField(CustomObjectEnum)

We'll have the following:

  • SomeModel.enumerated_field.choices == (('1', '1'), ('B', 'B'))
  • SomeModel.enumerated_field.max_length == 3

Using Python's enum.auto

enum.auto can be used for shorthand enumeration definitions:

from enum import Enum, auto

class AutoEnum(Enum):
    A = auto()  # 1
    B = auto()  # 2

class SomeModel(models.Model):
    enumerated_field = EnumChoiceField(Enum)

This will result in the following:

  • SomeModel.enumerated_field.choices == (('1', '1'), ('2', '2'))

Overridinng auto behaviour Custom values for enumerations, created by auto, can be defined by subclassing an Enum that defines _generate_next_value_:

class CustomAutoEnumValueGenerator(Enum):
    def _generate_next_value_(name, start, count, last_values):
        return {
            'A': 'foo',
            'B': 'bar'
        }[name]


class CustomAutoEnum(CustomAutoEnumValueGenerator):
    A = auto()
    B = auto()

The above will assign the values mapped in the dictionary as values to attributes in CustomAutoEnum.

Development

Prerequisites

  • SQLite3
  • PostgreSQL server
  • Python >= 3.5 virtual environment
git clone https://github.com/HackSoftware/django-enum-choices.git
cd django_enum_choices
pip install -e .[dev]

Linting and running the tests:

tox

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