django-eav2/tests/data_validation.py

from django.utils import timezone

from django.test import TestCase
from django.core.exceptions import ValidationError
from django.contrib.auth.models import User

import eav
from eav.models import Attribute, Value, EnumValue, EnumGroup

from .models import Patient


class DataValidation(TestCase):

    def setUp(self):
        eav.register(Patient)

        Attribute.objects.create(name='Age', datatype=Attribute.TYPE_INT)
        Attribute.objects.create(name='DoB', datatype=Attribute.TYPE_DATE)
        Attribute.objects.create(name='Height', datatype=Attribute.TYPE_FLOAT)
        Attribute.objects.create(name='City', datatype=Attribute.TYPE_TEXT)
        Attribute.objects.create(name='Pregnant?', datatype=Attribute.TYPE_BOOLEAN)
        Attribute.objects.create(name='User', datatype=Attribute.TYPE_OBJECT)
        Attribute.objects.create(name='Extra', datatype=Attribute.TYPE_JSON)
        Attribute.objects.create(name='Multi', datatype=Attribute.TYPE_CSV)

    def tearDown(self):
        eav.unregister(Patient)

    def test_required_field(self):
        p = Patient(name='Bob')
        p.eav.age = 5
        p.save()

        Attribute.objects.create(name='Weight', datatype=Attribute.TYPE_INT, required=True)
        p.eav.age = 6
        self.assertRaises(ValidationError, p.save)
        p = Patient.objects.get(name='Bob')
        self.assertEqual(p.eav.age, 5)
        p.eav.weight = 23
        p.save()
        p = Patient.objects.get(name='Bob')
        self.assertEqual(p.eav.weight, 23)

    def test_create_required_field(self):
        Attribute.objects.create(name='Weight', datatype=Attribute.TYPE_INT, required=True)
        self.assertRaises(ValidationError,
                          Patient.objects.create,
                          name='Joe', eav__age=5)
        self.assertEqual(Patient.objects.count(), 0)
        self.assertEqual(Value.objects.count(), 0)

        Patient.objects.create(name='Joe', eav__weight=2, eav__age=5)
        self.assertEqual(Patient.objects.count(), 1)
        self.assertEqual(Value.objects.count(), 2)

    def test_validation_error_create(self):
        self.assertRaises(ValidationError,
                          Patient.objects.create,
                          name='Joe', eav__age='df')
        self.assertEqual(Patient.objects.count(), 0)
        self.assertEqual(Value.objects.count(), 0)

    def test_bad_slug(self):
        a = Attribute.objects.create(name='color', datatype=Attribute.TYPE_TEXT)
        a.slug = 'Color'
        self.assertRaises(ValidationError, a.save)
        a.slug = '1st'
        self.assertRaises(ValidationError, a.save)
        a.slug = '_st'
        self.assertRaises(ValidationError, a.save)

    def test_changing_datatypes(self):
        a = Attribute.objects.create(name='Color', datatype=Attribute.TYPE_INT)
        a.datatype = Attribute.TYPE_TEXT
        a.save()
        Patient.objects.create(name='Bob', eav__color='brown')
        a.datatype = Attribute.TYPE_INT
        self.assertRaises(ValidationError, a.save)

    def test_int_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.age = 'bad'
        self.assertRaises(ValidationError, p.save)
        p.eav.age = 15
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.age, 15)

    def test_date_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.dob = '12'
        self.assertRaises(ValidationError, lambda: p.save())
        p.eav.dob = 15
        self.assertRaises(ValidationError, lambda: p.save())
        now = timezone.now()
        p.eav.dob = now
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.dob, now)
        today = timezone.now().date()
        p.eav.dob = today
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.dob.date(), today)

    def test_float_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.height = 'bad'
        self.assertRaises(ValidationError, p.save)
        p.eav.height = 15
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.height, 15)
        p.eav.height='2.3'
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.height, 2.3)

    def test_text_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.city = 5
        self.assertRaises(ValidationError, p.save)
        p.eav.city = 'El Dorado'
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.city, 'El Dorado')

    def test_bool_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.pregnant = 5
        self.assertRaises(ValidationError, p.save)
        p.eav.pregnant = True
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.pregnant, True)

    def test_object_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.user = 5
        self.assertRaises(ValidationError, p.save)
        p.eav.user = object
        self.assertRaises(ValidationError, p.save)
        p.eav.user = User(username='joe')
        self.assertRaises(ValidationError, p.save)
        u = User.objects.create(username='joe')
        p.eav.user = u
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.user, u)

    def test_enum_validation(self):
        yes = EnumValue.objects.create(value='yes')
        no = EnumValue.objects.create(value='no')
        unkown = EnumValue.objects.create(value='unkown')
        green = EnumValue.objects.create(value='green')
        ynu = EnumGroup.objects.create(name='Yes / No / Unknown')
        ynu.values.add(yes)
        ynu.values.add(no)
        ynu.values.add(unkown)
        Attribute.objects.create(name='Fever?', datatype=Attribute.TYPE_ENUM, enum_group=ynu)

        p = Patient.objects.create(name='Joe')
        p.eav.fever = 5
        self.assertRaises(ValidationError, p.save)
        p.eav.fever = object
        self.assertRaises(ValidationError, p.save)
        p.eav.fever = green
        self.assertRaises(ValidationError, p.save)
        p.eav.fever = EnumValue(value='yes')
        self.assertRaises(ValidationError, p.save)
        p.eav.fever = no
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.fever, no)

    def test_enum_datatype_without_enum_group(self):
        a = Attribute(name='Age Bracket', datatype=Attribute.TYPE_ENUM)
        self.assertRaises(ValidationError, a.save)
        yes = EnumValue.objects.create(value='yes')
        no = EnumValue.objects.create(value='no')
        unkown = EnumValue.objects.create(value='unkown')
        ynu = EnumGroup.objects.create(name='Yes / No / Unknown')
        ynu.values.add(yes)
        ynu.values.add(no)
        ynu.values.add(unkown)
        a = Attribute(name='Age Bracket', datatype=Attribute.TYPE_ENUM, enum_group=ynu)
        a.save()

    def test_enum_group_on_other_datatype(self):
        yes = EnumValue.objects.create(value='yes')
        no = EnumValue.objects.create(value='no')
        unkown = EnumValue.objects.create(value='unkown')
        ynu = EnumGroup.objects.create(name='Yes / No / Unknown')
        ynu.values.add(yes)
        ynu.values.add(no)
        ynu.values.add(unkown)
        a = Attribute(name='color', datatype=Attribute.TYPE_TEXT, enum_group=ynu)
        self.assertRaises(ValidationError, a.save)

    def test_json_validation(self):
        p = Patient.objects.create(name='Joe')
        p.eav.extra = 5
        self.assertRaises(ValidationError, p.save)
        p.eav.extra = {"eyes": "blue", "hair": "brown"}
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.extra.get("eyes", ""), "blue")

    def test_csv_validation(self):
        yes = EnumValue.objects.create(value='yes')
        p = Patient.objects.create(name='Mike')
        p.eav.multi = yes
        self.assertRaises(ValidationError, p.save)
        p.eav.multi = "one;two;three"
        p.save()
        self.assertEqual(Patient.objects.get(pk=p.pk).eav.multi, ["one","two","three"])