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This package aims to provide tools needed to define custom field validation logic which can be used independently or with django forms, test cases, API implementation or any model operation that requires saving data to the database.
This can also be extended by defining check constraints if needed but currently validation will only be handled at the model level.
pip install django-extra-field-validation
from django.db import models from extra_validator import FieldValidationMixin class TestModel(FieldValidationMixin, models.Model): amount = models.DecimalField(max_digits=5, decimal_places=2, null=True, blank=True) fixed_price = models.DecimalField(max_digits=7, decimal_places=2, null=True, blank=True) percentage = models.DecimalField(max_digits=3, decimal_places=0, null=True, blank=True) REQUIRED_FIELDS = ['amount'] # Always requires an amount to create the instance.
Example
In [1]: from decimal import Decimal In [2]: from demo.models import TestModel In [3]: TestModel.objects.create(fixed_price=Decimal('3.00')) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {'amount': ValidationError([u'Please provide a value for: "amount".'])}
from django.db import models from extra_validator import FieldValidationMixin class TestModel(FieldValidationMixin, models.Model): amount = models.DecimalField(max_digits=5, decimal_places=2, null=True, blank=True) fixed_price = models.DecimalField(max_digits=7, decimal_places=2, null=True, blank=True) percentage = models.DecimalField(max_digits=3, decimal_places=0, null=True, blank=True) REQUIRED_TOGGLE_FIELDS = [ ['amount', 'fixed_price', 'percentage'], # Require only one of the following fields. ]
Example
In [1]: from decimal import Decimal In [2]: from demo.models import TestModel In [3]: TestModel.objects.create(amount=Decimal('2.50'), fixed_price=Decimal('3.00')) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {'fixed_price': ValidationError([u'Please provide only one of: Amount, Fixed price, Percentage'])}
from django.db import models from extra_validator import FieldValidationMixin class TestModel(FieldValidationMixin, models.Model): amount = models.DecimalField(max_digits=5, decimal_places=2, null=True, blank=True) fixed_price = models.DecimalField(max_digits=7, decimal_places=2, null=True, blank=True) percentage = models.DecimalField(max_digits=3, decimal_places=0, null=True, blank=True) OPTIONAL_TOGGLE_FIELDS = [ ['fixed_price', 'percentage'] # Optionally validates that only fixed price/percentage are provided when present. ]
Example
In [1]: from decimal import Decimal In [2]: from demo.models import TestModel In [3]: first_obj = TestModel.objects.create(amount=Decimal('2.0')) In [4]: second_obj = TestModel.objects.create(amount=Decimal('2.0'), fixed_price=Decimal('3.00')) In [5]: third_obj = TestModel.objects.create(amount=Decimal('2.0'), fixed_price=Decimal('3.00'), percentage=Decimal('10.0')) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {'percentage': ValidationError([u'Please provide only one of: Fixed price, Percentage'])}
from django.db import models from django.conf import settings from extra_validator import FieldValidationMixin class TestModel(FieldValidationMixin, models.Model): user = models.ForeignKey(settings.AUTH_USER_MODEL) amount = models.DecimalField(max_digits=5, decimal_places=2, null=True, blank=True) fixed_price = models.DecimalField(max_digits=7, decimal_places=2, null=True, blank=True) percentage = models.DecimalField(max_digits=3, decimal_places=0, null=True, blank=True) CONDITIONAL_REQUIRED_FIELDS = [ ( lambda instance: instance.user.is_active, ['amount', 'percentage'], ), ]
Example
In [1]: from decimal import Decimal in [2]: from django.contrib.auth import get_user_model In [3]: from demo.models import TestModel In [4]: user = get_user_model().objects.create(username='test', is_active=True) In [5]: first_obj = TestModel.objects.create(user=user, amount=Decimal('2.0')) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {u'percentage': ValidationError([u'Please provide a value for: "percentage"'])}
from django.db import models from django.conf import settings from extra_validator import FieldValidationMixin class TestModel(FieldValidationMixin, models.Model): user = models.ForeignKey(settings.AUTH_USER_MODEL) amount = models.DecimalField(max_digits=5, decimal_places=2, null=True, blank=True) fixed_price = models.DecimalField(max_digits=7, decimal_places=2, null=True, blank=True) percentage = models.DecimalField(max_digits=3, decimal_places=0, null=True, blank=True) CONDITIONAL_REQUIRED_TOGGLE_FIELDS = [ ( lambda instance: instance.user.is_active, ['fixed_price', 'percentage', 'amount'], ), ]
Example
In [1]: from decimal import Decimal in [2]: from django.contrib.auth import get_user_model In [3]: from demo.models import TestModel In [4]: user = get_user_model().objects.create(username='test', is_active=True) In [5]: first_obj = TestModel.objects.create(user=user) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {'__all__': ValidationError([u'Please provide a valid value for any of the following fields: Fixed price, Percentage, Amount'])} In [6]: second_obj = TestModel.objects.create(user=user, amount=Decimal('2'), fixed_price=Decimal('2')) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) ... ValueError: {'__all__': ValidationError([u'Please provide only one of the following fields: Fixed price, Percentage, Amount'])}
This is done using model attributes below.
# A list of required fields REQUIRED_FIELDS = [] # A list of fields with at most one required. REQUIRED_TOGGLE_FIELDS = [] # A list of field with at least one required. REQUIRED_MIN_FIELDS = [] # Optional list of fields with at most one required. OPTIONAL_TOGGLE_FIELDS = [] # Conditional field required list of tuples the condition a boolean or a callable. # [(lambda user: user.is_admin, ['first_name', 'last_name'])] : Both 'first_name' or 'last_name' # If condition is True ensure that all fields are set CONDITIONAL_REQUIRED_FIELDS = [] # [(lambda user: user.is_admin, ['first_name', 'last_name'])] : Either 'first_name' or 'last_name' # If condition is True ensure that at most one field is set CONDITIONAL_REQUIRED_TOGGLE_FIELDS = [] # [(lambda user: user.is_admin, ['first_name', 'last_name'])] : At least 'first_name' or 'last_name' provided or both # If condition is True ensure that at least one field is set CONDITIONAL_REQUIRED_MIN_FIELDS = [] # [(lambda user: user.is_admin, ['first_name', 'last_name'])] : Both 'first_name' and 'last_name' isn't provided # If condition is True ensure none of the fields are provided CONDITIONAL_REQUIRED_EMPTY_FIELDS = []
django-extra-field-validation is distributed under the terms of both
at your option.
- Support
CONDITIONAL_NON_REQUIRED_TOGGLE_FIELDS - Support
CONDITIONAL_NON_REQUIRED_FIELDS - Move to support class and function based validators that use the instance object this should enable cross field model validation.