def test_serializer_updates_existing_variant_pref(self):
variant = ExperimentVariantFactory.create(experiment=self.experiment)
variant_pref = VariantPreferencesFactory.create(variant=variant)
self.pref1["id"] = variant_pref.id
self.control_variant["id"] = variant.id
self.control_variant["ratio"] = 100
self.assertEqual(variant.preferences.all().count(), 1)
self.assertTrue(variant.preferences.get(id=variant_pref.id))
data = {"is_multi_pref": True, "variants": [self.control_variant]}
serializer = ExperimentDesignMultiPrefSerializer(
instance=self.experiment,
data=data,
context={"request": self.request})
self.assertTrue(serializer.is_valid())
experiment = serializer.save()
variant = ExperimentVariant.objects.get(id=variant.id)
self.assertEqual(variant.preferences.all().count(), 2)
self.assertEqual(
variant.preferences.filter(id=variant_pref.id).count(), 1)
self.assertEqual(experiment.changes.count(), 1)
def test_serializer_saves_multipref_experiment_design(self):
data = {
"is_multi_pref": True,
"variants": [self.control_variant, self.branch1]
}
serializer = ExperimentDesignMultiPrefSerializer(
instance=self.experiment,
data=data,
context={"request": self.request})
self.assertTrue(serializer.is_valid())
self.assertEqual(self.experiment.changes.count(), 0)
experiment = serializer.save()
self.assertTrue(experiment.variants.all().count(), 1)
self.assertEqual(experiment.changes.count(), 1)
control = ExperimentVariant.objects.get(experiment=experiment,
is_control=True)
branch1 = ExperimentVariant.objects.get(experiment=experiment,
is_control=False)
self.assertEqual(control.preferences.all().count(), 2)
self.assertEqual(branch1.preferences.all().count(), 4)
def test_serailizer_reject_duplicate_pref_name_in_branch(self):
self.pref1["pref_name"] = self.pref2["pref_name"]
data = {"variants": [self.control_variant]}
serializer = ExperimentDesignMultiPrefSerializer(
instance=self.experiment, data=data)
self.assertFalse(serializer.is_valid())
error_string = str(serializer.errors)
self.assertIn("Pref name per Branch needs to be unique", error_string)
def test_serailizer_reject_mismatch_type_value_json_string(self):
self.pref1["pref_type"] = Experiment.PREF_TYPE_JSON_STR
self.pref1["pref_value"] = "some random string"
data = {"variants": [self.control_variant]}
serializer = ExperimentDesignMultiPrefSerializer(
instance=self.experiment, data=data)
self.assertFalse(serializer.is_valid())
error_string = str(serializer.errors)
self.assertIn("The pref value must be valid JSON", error_string)
def test_serializer_rejects_missing_preference_fields(self):
self.pref1.pop("pref_name")
data = {"variants": [self.control_variant]}
serializer = ExperimentDesignMultiPrefSerializer(
instance=self.experiment, data=data)
self.assertFalse(serializer.is_valid())
error_string = str(serializer.errors)
self.assertIn("This field is required", error_string)
def test_serializer_outputs_dummy_variants_when_no_variants(self):
experiment = ExperimentFactory.create(
type=ExperimentConstants.TYPE_PREF, is_multi_pref=True)
serializer = ExperimentDesignMultiPrefSerializer(experiment)
self.assertEqual(
serializer.data,
{
"is_multi_pref":
True,
"variants": [
{
"description": None,
"is_control": True,
"name": None,
"ratio": 50,
"preferences": [{}],
},
{
"description": None,
"is_control": False,
"name": None,
"ratio": 50,
"preferences": [{}],
},
],
},
)
def test_serializer_outputs_expected_schema(self):
experiment = ExperimentFactory.create()
variant = ExperimentVariantFactory.create(experiment=experiment,
is_control=True)
vp = VariantPreferencesFactory.create(variant=variant)
serializer = ExperimentDesignMultiPrefSerializer(experiment)
serializer.data["variants"][0]["preferences"][0].pop("id")
self.assertCountEqual(
serializer.data["variants"][0],
{
"id":
vp.id,
"description":
variant.description,
"is_control":
variant.is_control,
"name":
variant.name,
"ratio":
variant.ratio,
"preferences": [{
"pref_name": vp.pref_name,
"pref_value": vp.pref_value,
"pref_branch": vp.pref_branch,
"pref_type": vp.pref_type,
}],
},
)
def test_get_design_multi_pref_returns_design_info(self):
response = self.client.get(
reverse(
"experiments-design-multi-pref", kwargs={"slug": self.experiment.slug}
),
**{settings.OPENIDC_EMAIL_HEADER: self.user_email},
)
self.assertEqual(response.status_code, 200)
json_data = json.loads(response.content)
serialized_experiment = ExperimentDesignMultiPrefSerializer(self.experiment).data
self.assertEqual(serialized_experiment, json_data)