Factory Boy random choice for a field with field option "choices"

Question

When a field in a Django model has the option choices, see Django choices field option, it utilises an iterable containing iterables of 2 items to define which values are allowed. For example:

Models

class IceCreamProduct(models.Model):
    PRODUCT_TYPES = (
        (0, 'Soft Ice Cream'),
        (1, 'Hard Ice Cream'),
        (2, 'Light Ice Cream'),
        (3, 'French Ice Cream'),
        (4, 'Italian-style Gelato'),
        (5, 'Frozen Dairy Dessert'),
    )
    type = models.PositiveSmallIntegerField('Type', choices=PRODUCT_TYPES, default=0)

To generate a random value in Factory Boy for choices I would utilise factory.fuzzy.FuzzyChoice, but this only chooses an iterable of 2 items. It can not take the first item of the chosen iterable. For example:

Factories

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = factory.fuzzy.FuzzyChoice(IceCreamProduct.PRODUCT_TYPES)

Error

TypeError: int() argument must be a string, a bytes-like object or a number, not 'tuple'

Getting the first item of the tuple is not possible. For example:

Factories

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = factory.fuzzy.FuzzyChoice(IceCreamProduct.PRODUCT_TYPES)[0]

Error

TypeError: 'FuzzyChoice' object does not support indexing

It is possible with the default Python random iterator, but this generates a value on declaration time and so every factory object will have the same random value. For example:

Factories

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = random.choice(IceCreamProduct.PRODUCT_TYPES)][0]

How can this be solved in Factory Boy? Do I need to create a custom FuzzyAttribute? (If so, please give an example)

Asked By: Robin

||

Source

Answer 1

You’ll not need a FuzzyAttribute.

You can either restrict the values possible and only give the int value of each product type to FuzzyChoice by doing something like this:

PRODUCT_IDS = [x[0] for x in IceCreamProduct.PRODUCT_TYPES]
class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = factory.fuzzy.FuzzyChoice(PRODUCT_IDS)

It should do the work.

Please be aware that fuzzy module has been deprecated recently, see ( https://factoryboy.readthedocs.org/en/latest/fuzzy.html), you may want to use a LazyFunction instead.

Answered By: Boris Feld

Answer 2

Here is how I was able to do it using factory.LazyFunction as lothiraldan suggested:

import random

...


def get_license_type():
    "Return a random license type from available choices."
    lt_choices = [x[0] for x in choices.LICENSE_TYPE_CHOICES]
    return random.choice(lt_choices)


def get_line_type():
    "Return a random line type from available choices."
    lt_choices = [x[0] for x in choices.LINE_TYPE_CHOICES]
    return random.choice(lt_choices)


class ProductFactory(ModelFactory):
    name = factory.Faker('name')
    description = factory.Faker('text')
    license_type = factory.LazyFunction(get_license_type)
    line_type = factory.LazyFunction(get_line_type)

    class Meta:
        model = 'products.ProductBaseV2'

Answered By: erichonkanen

Answer 3

Because I had to do that for quite a lot of models, I came up with a more abstract version of erichonkanen’s solution. I define a helper class, which I put in the top level test directory of my project and import it to the modules containing the factories:

test/helpers.py

import factory
import random


class ModelFieldLazyChoice(factory.LazyFunction):
    def __init__(self, model_class, field, *args, **kwargs):
        choices = [choice[0] for choice in model_class._meta.get_field(field).choices]
        super(ModelFieldLazyChoice, self).__init__(
            function=lambda: random.choice(choices),
            *args, **kwargs
        )

and in app/factories.py

from app.models import IceCreamProduct
from test.helpers import ModelFieldLazyChoice

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = ModelFieldLazyChoice(IceCreamProduct, 'type')

Answered By: lmr2391

Answer 4

You can do as easy as this

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    icecream_flavour = factory.Faker(
        'random_element', elements=[x[0] for x in IceCreamProduct.PRODUCT_TYPES]
    )

    class Meta:
        model = IceCreamProduct

PS. Don’t use type as attribute, it is a bad practice to use a built-in function name as an attribute

Answered By: Artem Bernatskyi

Answer 5

If you make the choices class-based…

class IceCreamProduct(models.Model):
    class ProductTypes(models.TextChoices):
        soft_ice_crem = (0, 'Soft Ice Cream')
        hard_ice_cream = (1, 'Hard Ice Cream')
        ...

class IceCreamProductFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = IceCreamProduct

    type = factory.fuzzy.FuzzyChoice(IceCreamProduct.ProductTypes)
    ...

Answered By: xpeiro

Answer 6

Im using this:

from factory import LazyAttribute
from django.db.models import TextChoices


class CustomChoices(models.TextChoices):
    ONE = 'one', 'First Option'
    TWO = 'two', 'Second Option'
    OTHER = 'other'


class CustomFactory(DjangoModelFactory):
    system = LazyAttribute(lambda _: random.choice(CustomChoices.values))

Answered By: hbr1

Factory Boy random choice for a field with field option "choices"

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