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test_config.py
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# Copyright 2016-2019, 2021, Optimizely
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import json
import mock
from optimizely import entities
from optimizely import error_handler
from optimizely import exceptions
from optimizely import logger
from optimizely import optimizely
from optimizely.helpers import enums
from . import base
class ConfigTest(base.BaseTest):
def test_init(self):
""" Test that on creating object, properties are initiated correctly. """
self.assertEqual(self.config_dict['accountId'], self.project_config.account_id)
self.assertEqual(self.config_dict['projectId'], self.project_config.project_id)
self.assertEqual(self.config_dict['revision'], self.project_config.revision)
self.assertEqual(self.config_dict['experiments'], self.project_config.experiments)
self.assertEqual(self.config_dict['events'], self.project_config.events)
expected_group_id_map = {
'19228': entities.Group(
self.config_dict['groups'][0]['id'],
self.config_dict['groups'][0]['policy'],
self.config_dict['groups'][0]['experiments'],
self.config_dict['groups'][0]['trafficAllocation'],
)
}
expected_experiment_key_map = {
'test_experiment': entities.Experiment(
'111127',
'test_experiment',
'Running',
['11154'],
[{'key': 'control', 'id': '111128'}, {'key': 'variation', 'id': '111129'}],
{'user_1': 'control', 'user_2': 'control'},
[
{'entityId': '111128', 'endOfRange': 4000},
{'entityId': '', 'endOfRange': 5000},
{'entityId': '111129', 'endOfRange': 9000},
],
'111182',
),
'group_exp_1': entities.Experiment(
'32222',
'group_exp_1',
'Running',
[],
[{'key': 'group_exp_1_control', 'id': '28901'}, {'key': 'group_exp_1_variation', 'id': '28902'}],
{'user_1': 'group_exp_1_control', 'user_2': 'group_exp_1_control'},
[{'entityId': '28901', 'endOfRange': 3000}, {'entityId': '28902', 'endOfRange': 9000}],
'111183',
groupId='19228',
groupPolicy='random',
),
'group_exp_2': entities.Experiment(
'32223',
'group_exp_2',
'Running',
[],
[{'key': 'group_exp_2_control', 'id': '28905'}, {'key': 'group_exp_2_variation', 'id': '28906'}],
{'user_1': 'group_exp_2_control', 'user_2': 'group_exp_2_control'},
[{'entityId': '28905', 'endOfRange': 8000}, {'entityId': '28906', 'endOfRange': 10000}],
'111184',
groupId='19228',
groupPolicy='random',
),
}
expected_experiment_id_map = {
'111127': expected_experiment_key_map.get('test_experiment'),
'32222': expected_experiment_key_map.get('group_exp_1'),
'32223': expected_experiment_key_map.get('group_exp_2'),
}
expected_event_key_map = {
'test_event': entities.Event('111095', 'test_event', ['111127']),
'Total Revenue': entities.Event('111096', 'Total Revenue', ['111127']),
}
expected_attribute_key_map = {
'boolean_key': entities.Attribute('111196', 'boolean_key'),
'double_key': entities.Attribute('111198', 'double_key'),
'integer_key': entities.Attribute('111197', 'integer_key'),
'test_attribute': entities.Attribute('111094', 'test_attribute', segmentId='11133'),
}
expected_audience_id_map = {
'11154': entities.Audience(
'11154',
'Test attribute users 1',
'["and", ["or", ["or", {"name": "test_attribute", '
'"type": "custom_attribute", "value": "test_value_1"}]]]',
conditionStructure=['and', ['or', ['or', 0]]],
conditionList=[['test_attribute', 'test_value_1', 'custom_attribute', None]],
),
'11159': entities.Audience(
'11159',
'Test attribute users 2',
'["and", ["or", ["or", {"name": "test_attribute", '
'"type": "custom_attribute", "value": "test_value_2"}]]]',
conditionStructure=['and', ['or', ['or', 0]]],
conditionList=[['test_attribute', 'test_value_2', 'custom_attribute', None]],
),
}
expected_variation_key_map = {
'test_experiment': {
'control': entities.Variation('111128', 'control'),
'variation': entities.Variation('111129', 'variation'),
},
'group_exp_1': {
'group_exp_1_control': entities.Variation('28901', 'group_exp_1_control'),
'group_exp_1_variation': entities.Variation('28902', 'group_exp_1_variation'),
},
'group_exp_2': {
'group_exp_2_control': entities.Variation('28905', 'group_exp_2_control'),
'group_exp_2_variation': entities.Variation('28906', 'group_exp_2_variation'),
},
}
expected_variation_id_map = {
'test_experiment': {
'111128': entities.Variation('111128', 'control'),
'111129': entities.Variation('111129', 'variation'),
},
'group_exp_1': {
'28901': entities.Variation('28901', 'group_exp_1_control'),
'28902': entities.Variation('28902', 'group_exp_1_variation'),
},
'group_exp_2': {
'28905': entities.Variation('28905', 'group_exp_2_control'),
'28906': entities.Variation('28906', 'group_exp_2_variation'),
},
}
self.assertEqual(expected_group_id_map, self.project_config.group_id_map)
self.assertEqual(expected_experiment_key_map, self.project_config.experiment_key_map)
self.assertEqual(expected_experiment_id_map, self.project_config.experiment_id_map)
self.assertEqual(expected_event_key_map, self.project_config.event_key_map)
self.assertEqual(expected_attribute_key_map, self.project_config.attribute_key_map)
self.assertEqual(expected_audience_id_map, self.project_config.audience_id_map)
self.assertEqual(expected_variation_key_map, self.project_config.variation_key_map)
self.assertEqual(expected_variation_id_map, self.project_config.variation_id_map)
def test_init__with_v4_datafile(self):
""" Test that on creating object, properties are initiated correctly for version 4 datafile. """
# Adding some additional fields like live variables and IP anonymization
config_dict = {
'revision': '42',
'version': '4',
'anonymizeIP': False,
'botFiltering': True,
'events': [
{'key': 'test_event', 'experimentIds': ['111127'], 'id': '111095'},
{'key': 'Total Revenue', 'experimentIds': ['111127'], 'id': '111096'},
],
'experiments': [
{
'key': 'test_experiment',
'status': 'Running',
'forcedVariations': {'user_1': 'control', 'user_2': 'control'},
'layerId': '111182',
'audienceIds': ['11154'],
'trafficAllocation': [
{'entityId': '111128', 'endOfRange': 4000},
{'entityId': '', 'endOfRange': 5000},
{'entityId': '111129', 'endOfRange': 9000},
],
'id': '111127',
'variations': [
{'key': 'control', 'id': '111128', 'variables': [{'id': '127', 'value': 'false'}]},
{'key': 'variation', 'id': '111129', 'variables': [{'id': '127', 'value': 'true'}]},
],
}
],
'groups': [
{
'id': '19228',
'policy': 'random',
'experiments': [
{
'id': '32222',
'key': 'group_exp_1',
'status': 'Running',
'audienceIds': [],
'layerId': '111183',
'variations': [
{
'key': 'group_exp_1_control',
'id': '28901',
'variables': [
{'id': '128', 'value': 'prod'},
{'id': '129', 'value': '1772'},
{'id': '130', 'value': '1.22992'},
],
},
{
'key': 'group_exp_1_variation',
'id': '28902',
'variables': [
{'id': '128', 'value': 'stage'},
{'id': '129', 'value': '112'},
{'id': '130', 'value': '1.211'},
],
},
],
'forcedVariations': {'user_1': 'group_exp_1_control', 'user_2': 'group_exp_1_control'},
'trafficAllocation': [
{'entityId': '28901', 'endOfRange': 3000},
{'entityId': '28902', 'endOfRange': 9000},
],
},
{
'id': '32223',
'key': 'group_exp_2',
'status': 'Running',
'audienceIds': [],
'layerId': '111184',
'variations': [
{'key': 'group_exp_2_control', 'id': '28905', 'variables': []},
{'key': 'group_exp_2_variation', 'id': '28906', 'variables': []},
],
'forcedVariations': {'user_1': 'group_exp_2_control', 'user_2': 'group_exp_2_control'},
'trafficAllocation': [
{'entityId': '28905', 'endOfRange': 8000},
{'entityId': '28906', 'endOfRange': 10000},
],
},
],
'trafficAllocation': [
{'entityId': '32222', 'endOfRange': 3000},
{'entityId': '32223', 'endOfRange': 7500},
],
}
],
'accountId': '12001',
'attributes': [{'key': 'test_attribute', 'id': '111094'}],
'audiences': [
{
'name': 'Test attribute users',
'conditions': '["and", ["or", ["or", '
'{"name": "test_attribute", "type": "custom_attribute", "value": "test_value"}]]]',
'id': '11154',
}
],
'rollouts': [
{
'id': '211111',
'experiments': [
{
'key': '211112',
'status': 'Running',
'forcedVariations': {},
'layerId': '211111',
'audienceIds': ['11154'],
'trafficAllocation': [{'entityId': '211113', 'endOfRange': 10000}],
'id': '211112',
'variations': [
{'id': '211113', 'key': '211113', 'variables': [{'id': '131', 'value': '15'}]}
],
}
],
}
],
'featureFlags': [
{
'id': '91111',
'key': 'test_feature_in_experiment',
'experimentIds': ['111127'],
'rolloutId': '',
'variables': [
{'id': '127', 'key': 'is_working', 'defaultValue': 'true', 'type': 'boolean'},
{'id': '128', 'key': 'environment', 'defaultValue': 'devel', 'type': 'string'},
{'id': '129', 'key': 'number_of_days', 'defaultValue': '192', 'type': 'integer'},
{'id': '130', 'key': 'significance_value', 'defaultValue': '0.00098', 'type': 'double'},
{'id': '131', 'key': 'object', 'defaultValue': '{"field": 12.4}', 'type': 'string',
'subType': 'json'},
],
},
{
'id': '91112',
'key': 'test_feature_in_rollout',
'rolloutId': '211111',
'experimentIds': [],
'variables': [{'id': '131', 'key': 'number_of_projects', 'defaultValue': '10', 'type': 'integer'}],
},
{
'id': '91113',
'key': 'test_feature_in_group',
'rolloutId': '',
'experimentIds': ['32222'],
'variables': [],
},
],
'projectId': '111001',
}
test_obj = optimizely.Optimizely(json.dumps(config_dict))
project_config = test_obj.config_manager.get_config()
self.assertEqual(config_dict['accountId'], project_config.account_id)
self.assertEqual(config_dict['projectId'], project_config.project_id)
self.assertEqual(config_dict['revision'], project_config.revision)
self.assertEqual(config_dict['experiments'], project_config.experiments)
self.assertEqual(config_dict['events'], project_config.events)
self.assertEqual(config_dict['botFiltering'], project_config.bot_filtering)
expected_group_id_map = {
'19228': entities.Group(
config_dict['groups'][0]['id'],
config_dict['groups'][0]['policy'],
config_dict['groups'][0]['experiments'],
config_dict['groups'][0]['trafficAllocation'],
)
}
expected_experiment_key_map = {
'test_experiment': entities.Experiment(
'111127',
'test_experiment',
'Running',
['11154'],
[
{'key': 'control', 'id': '111128', 'variables': [{'id': '127', 'value': 'false'}]},
{'key': 'variation', 'id': '111129', 'variables': [{'id': '127', 'value': 'true'}]},
],
{'user_1': 'control', 'user_2': 'control'},
[
{'entityId': '111128', 'endOfRange': 4000},
{'entityId': '', 'endOfRange': 5000},
{'entityId': '111129', 'endOfRange': 9000},
],
'111182',
),
'group_exp_1': entities.Experiment(
'32222',
'group_exp_1',
'Running',
[],
[
{
'key': 'group_exp_1_control',
'id': '28901',
'variables': [
{'id': '128', 'value': 'prod'},
{'id': '129', 'value': '1772'},
{'id': '130', 'value': '1.22992'},
],
},
{
'key': 'group_exp_1_variation',
'id': '28902',
'variables': [
{'id': '128', 'value': 'stage'},
{'id': '129', 'value': '112'},
{'id': '130', 'value': '1.211'},
],
},
],
{'user_1': 'group_exp_1_control', 'user_2': 'group_exp_1_control'},
[{'entityId': '28901', 'endOfRange': 3000}, {'entityId': '28902', 'endOfRange': 9000}],
'111183',
groupId='19228',
groupPolicy='random',
),
'group_exp_2': entities.Experiment(
'32223',
'group_exp_2',
'Running',
[],
[
{'key': 'group_exp_2_control', 'id': '28905', 'variables': []},
{'key': 'group_exp_2_variation', 'id': '28906', 'variables': []},
],
{'user_1': 'group_exp_2_control', 'user_2': 'group_exp_2_control'},
[{'entityId': '28905', 'endOfRange': 8000}, {'entityId': '28906', 'endOfRange': 10000}],
'111184',
groupId='19228',
groupPolicy='random',
),
'211112': entities.Experiment(
'211112',
'211112',
'Running',
['11154'],
[{'id': '211113', 'key': '211113', 'variables': [{'id': '131', 'value': '15'}]}],
{},
[{'entityId': '211113', 'endOfRange': 10000}],
'211111',
),
}
expected_experiment_id_map = {
'111127': expected_experiment_key_map.get('test_experiment'),
'32222': expected_experiment_key_map.get('group_exp_1'),
'32223': expected_experiment_key_map.get('group_exp_2'),
'211112': expected_experiment_key_map.get('211112'),
}
expected_event_key_map = {
'test_event': entities.Event('111095', 'test_event', ['111127']),
'Total Revenue': entities.Event('111096', 'Total Revenue', ['111127']),
}
expected_attribute_key_map = {
'test_attribute': entities.Attribute('111094', 'test_attribute', segmentId='11133')
}
expected_audience_id_map = {
'11154': entities.Audience(
'11154',
'Test attribute users',
'["and", ["or", ["or", {"name": "test_attribute", '
'"type": "custom_attribute", "value": "test_value"}]]]',
conditionStructure=['and', ['or', ['or', 0]]],
conditionList=[['test_attribute', 'test_value', 'custom_attribute', None]],
)
}
expected_variation_key_map = {
'test_experiment': {
'control': entities.Variation('111128', 'control', False, [{'id': '127', 'value': 'false'}]),
'variation': entities.Variation('111129', 'variation', False, [{'id': '127', 'value': 'true'}]),
},
'group_exp_1': {
'group_exp_1_control': entities.Variation(
'28901',
'group_exp_1_control',
False,
[
{'id': '128', 'value': 'prod'},
{'id': '129', 'value': '1772'},
{'id': '130', 'value': '1.22992'},
],
),
'group_exp_1_variation': entities.Variation(
'28902',
'group_exp_1_variation',
False,
[{'id': '128', 'value': 'stage'}, {'id': '129', 'value': '112'}, {'id': '130', 'value': '1.211'}],
),
},
'group_exp_2': {
'group_exp_2_control': entities.Variation('28905', 'group_exp_2_control'),
'group_exp_2_variation': entities.Variation('28906', 'group_exp_2_variation'),
},
'211112': {'211113': entities.Variation('211113', '211113', False, [{'id': '131', 'value': '15'}])},
}
expected_variation_id_map = {
'test_experiment': {
'111128': entities.Variation('111128', 'control', False, [{'id': '127', 'value': 'false'}]),
'111129': entities.Variation('111129', 'variation', False, [{'id': '127', 'value': 'true'}]),
},
'group_exp_1': {
'28901': entities.Variation(
'28901',
'group_exp_1_control',
False,
[
{'id': '128', 'value': 'prod'},
{'id': '129', 'value': '1772'},
{'id': '130', 'value': '1.22992'},
],
),
'28902': entities.Variation(
'28902',
'group_exp_1_variation',
False,
[{'id': '128', 'value': 'stage'}, {'id': '129', 'value': '112'}, {'id': '130', 'value': '1.211'}],
),
},
'group_exp_2': {
'28905': entities.Variation('28905', 'group_exp_2_control'),
'28906': entities.Variation('28906', 'group_exp_2_variation'),
},
'211112': {'211113': entities.Variation('211113', '211113', False, [{'id': '131', 'value': '15'}])},
}
expected_feature_key_map = {
'test_feature_in_experiment': entities.FeatureFlag(
'91111',
'test_feature_in_experiment',
['111127'],
'',
{
'is_working': entities.Variable('127', 'is_working', 'boolean', 'true'),
'environment': entities.Variable('128', 'environment', 'string', 'devel'),
'number_of_days': entities.Variable('129', 'number_of_days', 'integer', '192'),
'significance_value': entities.Variable('130', 'significance_value', 'double', '0.00098'),
'object': entities.Variable('131', 'object', 'json', '{"field": 12.4}'),
},
),
'test_feature_in_rollout': entities.FeatureFlag(
'91112',
'test_feature_in_rollout',
[],
'211111',
{'number_of_projects': entities.Variable('131', 'number_of_projects', 'integer', '10')},
),
'test_feature_in_group': entities.FeatureFlag('91113', 'test_feature_in_group', ['32222'], '', {}),
}
expected_rollout_id_map = {
'211111': entities.Layer(
'211111',
[
{
'key': '211112',
'status': 'Running',
'forcedVariations': {},
'layerId': '211111',
'audienceIds': ['11154'],
'trafficAllocation': [{'entityId': '211113', 'endOfRange': 10000}],
'id': '211112',
'variations': [{'id': '211113', 'key': '211113', 'variables': [{'id': '131', 'value': '15'}]}],
}
],
)
}
expected_variation_variable_usage_map = {
'111128': {'127': entities.Variation.VariableUsage('127', 'false')},
'111129': {'127': entities.Variation.VariableUsage('127', 'true')},
'28901': {
'128': entities.Variation.VariableUsage('128', 'prod'),
'129': entities.Variation.VariableUsage('129', '1772'),
'130': entities.Variation.VariableUsage('130', '1.22992'),
},
'28902': {
'128': entities.Variation.VariableUsage('128', 'stage'),
'129': entities.Variation.VariableUsage('129', '112'),
'130': entities.Variation.VariableUsage('130', '1.211'),
},
'28905': {},
'28906': {},
'211113': {'131': entities.Variation.VariableUsage('131', '15')},
}
expected_experiment_feature_map = {'111127': ['91111'], '32222': ['91113']}
self.assertEqual(
expected_variation_variable_usage_map['28901'], project_config.variation_variable_usage_map['28901'],
)
self.assertEqual(expected_group_id_map, project_config.group_id_map)
self.assertEqual(expected_experiment_key_map, project_config.experiment_key_map)
self.assertEqual(expected_experiment_id_map, project_config.experiment_id_map)
self.assertEqual(expected_event_key_map, project_config.event_key_map)
self.assertEqual(expected_attribute_key_map, project_config.attribute_key_map)
self.assertEqual(expected_audience_id_map, project_config.audience_id_map)
self.assertEqual(expected_variation_key_map, project_config.variation_key_map)
self.assertEqual(expected_variation_id_map, project_config.variation_id_map)
self.assertEqual(expected_feature_key_map, project_config.feature_key_map)
self.assertEqual(expected_rollout_id_map, project_config.rollout_id_map)
self.assertEqual(
expected_variation_variable_usage_map, project_config.variation_variable_usage_map,
)
self.assertEqual(expected_experiment_feature_map, project_config.experiment_feature_map)
def test_variation_has_featureEnabled_false_if_prop_undefined(self):
""" Test that featureEnabled property by default is set to False, when not given in the data file"""
variation = {
'key': 'group_exp_1_variation',
'id': '28902',
'variables': [
{'id': '128', 'value': 'stage'},
{'id': '129', 'value': '112'},
{'id': '130', 'value': '1.211'},
],
}
variation_entity = entities.Variation(**variation)
self.assertEqual(variation['id'], variation_entity.id)
self.assertEqual(variation['key'], variation_entity.key)
self.assertEqual(variation['variables'], variation_entity.variables)
self.assertFalse(variation_entity.featureEnabled)
def test_get_version(self):
""" Test that JSON version is retrieved correctly when using get_version. """
self.assertEqual('2', self.project_config.get_version())
def test_get_revision(self):
""" Test that revision is retrieved correctly when using get_revision. """
self.assertEqual('42', self.project_config.get_revision())
def test_get_account_id(self):
""" Test that account ID is retrieved correctly when using get_account_id. """
self.assertEqual(self.config_dict['accountId'], self.project_config.get_account_id())
def test_get_project_id(self):
""" Test that project ID is retrieved correctly when using get_project_id. """
self.assertEqual(self.config_dict['projectId'], self.project_config.get_project_id())
def test_get_bot_filtering(self):
""" Test that bot filtering is retrieved correctly when using get_bot_filtering_value. """
# Assert bot filtering is None when not provided in data file
self.assertTrue('botFiltering' not in self.config_dict)
self.assertIsNone(self.project_config.get_bot_filtering_value())
# Assert bot filtering is retrieved as provided in the data file
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
self.assertEqual(
self.config_dict_with_features['botFiltering'], project_config.get_bot_filtering_value(),
)
def test_get_send_flag_decisions(self):
""" Test that send_flag_decisions is retrieved correctly when using get_send_flag_decisions_value. """
# Assert send_flag_decisions is None when not provided in data file
self.assertTrue('sendFlagDecisions' not in self.config_dict)
self.assertFalse(self.project_config.get_send_flag_decisions_value())
# Assert send_flag_decisions is retrieved as provided in the data file
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
self.assertEqual(
self.config_dict_with_features['sendFlagDecisions'], project_config.get_send_flag_decisions_value(),
)
def test_get_experiment_from_key__valid_key(self):
""" Test that experiment is retrieved correctly for valid experiment key. """
self.assertEqual(
entities.Experiment(
'32222',
'group_exp_1',
'Running',
[],
[{'key': 'group_exp_1_control', 'id': '28901'}, {'key': 'group_exp_1_variation', 'id': '28902'}],
{'user_1': 'group_exp_1_control', 'user_2': 'group_exp_1_control'},
[{'entityId': '28901', 'endOfRange': 3000}, {'entityId': '28902', 'endOfRange': 9000}],
'111183',
groupId='19228',
groupPolicy='random',
),
self.project_config.get_experiment_from_key('group_exp_1'),
)
def test_get_experiment_from_key__invalid_key(self):
""" Test that None is returned when provided experiment key is invalid. """
self.assertIsNone(self.project_config.get_experiment_from_key('invalid_key'))
def test_get_experiment_from_id__valid_id(self):
""" Test that experiment is retrieved correctly for valid experiment ID. """
self.assertEqual(
entities.Experiment(
'32222',
'group_exp_1',
'Running',
[],
[{'key': 'group_exp_1_control', 'id': '28901'}, {'key': 'group_exp_1_variation', 'id': '28902'}],
{'user_1': 'group_exp_1_control', 'user_2': 'group_exp_1_control'},
[{'entityId': '28901', 'endOfRange': 3000}, {'entityId': '28902', 'endOfRange': 9000}],
'111183',
groupId='19228',
groupPolicy='random',
),
self.project_config.get_experiment_from_id('32222'),
)
def test_get_experiment_from_id__invalid_id(self):
""" Test that None is returned when provided experiment ID is invalid. """
self.assertIsNone(self.project_config.get_experiment_from_id('invalid_id'))
def test_get_audience__valid_id(self):
""" Test that audience object is retrieved correctly given a valid audience ID. """
self.assertEqual(
self.project_config.audience_id_map['11154'], self.project_config.get_audience('11154'),
)
def test_get_audience__invalid_id(self):
""" Test that None is returned for an invalid audience ID. """
self.assertIsNone(self.project_config.get_audience('42'))
def test_get_audience__prefers_typedAudiences_over_audiences(self):
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_typed_audiences))
config = opt_obj.config_manager.get_config()
audiences = self.config_dict_with_typed_audiences['audiences']
typed_audiences = self.config_dict_with_typed_audiences['typedAudiences']
audience_3988293898 = {
'id': '3988293898',
'name': '$$dummySubstringString',
'conditions': '{ "type": "custom_attribute", "name": "$opt_dummy_attribute", "value": "impossible_value" }',
}
self.assertTrue(audience_3988293898 in audiences)
typed_audience_3988293898 = {
'id': '3988293898',
'name': 'substringString',
'conditions': [
'and',
[
'or',
['or', {'name': 'house', 'type': 'custom_attribute', 'match': 'substring', 'value': 'Slytherin'}],
],
],
}
self.assertTrue(typed_audience_3988293898 in typed_audiences)
audience = config.get_audience('3988293898')
self.assertEqual('3988293898', audience.id)
self.assertEqual('substringString', audience.name)
# compare parsed JSON as conditions for typedAudiences is generated via json.dumps
# which can be different for python versions.
self.assertEqual(
json.loads(
'["and", ["or", ["or", {"match": "substring", "type": "custom_attribute",'
' "name": "house", "value": "Slytherin"}]]]'
),
json.loads(audience.conditions),
)
def test_get_variation_from_key__valid_experiment_key(self):
""" Test that variation is retrieved correctly when valid experiment key and variation key are provided. """
self.assertEqual(
entities.Variation('111128', 'control'),
self.project_config.get_variation_from_key('test_experiment', 'control'),
)
def test_get_variation_from_key__invalid_experiment_key(self):
""" Test that None is returned when provided experiment key is invalid. """
self.assertIsNone(self.project_config.get_variation_from_key('invalid_key', 'control'))
def test_get_variation_from_key__invalid_variation_key(self):
""" Test that None is returned when provided variation ID is invalid. """
self.assertIsNone(self.project_config.get_variation_from_key('test_experiment', 'invalid_key'))
def test_get_variation_from_id__valid_experiment_key(self):
""" Test that variation is retrieved correctly when valid experiment key and variation ID are provided. """
self.assertEqual(
entities.Variation('111128', 'control'),
self.project_config.get_variation_from_id('test_experiment', '111128'),
)
def test_get_variation_from_id__invalid_experiment_key(self):
""" Test that None is returned when provided experiment key is invalid. """
self.assertIsNone(self.project_config.get_variation_from_id('invalid_key', '111128'))
def test_get_variation_from_id__invalid_variation_key(self):
""" Test that None is returned when provided variation ID is invalid. """
self.assertIsNone(self.project_config.get_variation_from_id('test_experiment', '42'))
def test_get_event__valid_key(self):
""" Test that event is retrieved correctly for valid event key. """
self.assertEqual(
entities.Event('111095', 'test_event', ['111127']), self.project_config.get_event('test_event'),
)
def test_get_event__invalid_key(self):
""" Test that None is returned when provided goal key is invalid. """
self.assertIsNone(self.project_config.get_event('invalid_key'))
def test_get_attribute_id__valid_key(self):
""" Test that attribute ID is retrieved correctly for valid attribute key. """
self.assertEqual('111094', self.project_config.get_attribute_id('test_attribute'))
def test_get_attribute_id__invalid_key(self):
""" Test that None is returned when provided attribute key is invalid. """
self.assertIsNone(self.project_config.get_attribute_id('invalid_key'))
def test_get_attribute_id__reserved_key(self):
""" Test that Attribute Key is returned as ID when provided attribute key is reserved key. """
self.assertEqual('$opt_user_agent', self.project_config.get_attribute_id('$opt_user_agent'))
def test_get_attribute_id__unknown_key_with_opt_prefix(self):
""" Test that Attribute Key is returned as ID when provided attribute key is not
present in the datafile but has $opt prefix. """
self.assertEqual('$opt_interesting', self.project_config.get_attribute_id('$opt_interesting'))
def test_get_group__valid_id(self):
""" Test that group is retrieved correctly for valid group ID. """
self.assertEqual(
entities.Group(
self.config_dict['groups'][0]['id'],
self.config_dict['groups'][0]['policy'],
self.config_dict['groups'][0]['experiments'],
self.config_dict['groups'][0]['trafficAllocation'],
),
self.project_config.get_group('19228'),
)
def test_get_group__invalid_id(self):
""" Test that None is returned when provided group ID is invalid. """
self.assertIsNone(self.project_config.get_group('42'))
def test_get_feature_from_key__valid_feature_key(self):
""" Test that a valid feature is returned given a valid feature key. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
expected_feature = entities.FeatureFlag(
'91112',
'test_feature_in_rollout',
[],
'211111',
{
'is_running': entities.Variable('132', 'is_running', 'boolean', 'false'),
'message': entities.Variable('133', 'message', 'string', 'Hello'),
'price': entities.Variable('134', 'price', 'double', '99.99'),
'count': entities.Variable('135', 'count', 'integer', '999'),
'object': entities.Variable('136', 'object', 'json', '{"field": 1}'),
},
)
self.assertEqual(
expected_feature, project_config.get_feature_from_key('test_feature_in_rollout'),
)
def test_get_feature_from_key__invalid_feature_key(self):
""" Test that None is returned given an invalid feature key. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
self.assertIsNone(project_config.get_feature_from_key('invalid_feature_key'))
def test_get_rollout_from_id__valid_rollout_id(self):
""" Test that a valid rollout is returned """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
expected_rollout = entities.Layer(
'211111',
[
{
'id': '211127',
'key': '211127',
'status': 'Running',
'forcedVariations': {},
'layerId': '211111',
'audienceIds': ['11154'],
'trafficAllocation': [{'entityId': '211129', 'endOfRange': 9000}],
'variations': [
{
'key': '211129',
'id': '211129',
'featureEnabled': True,
'variables': [
{'id': '132', 'value': 'true'},
{'id': '133', 'value': 'Hello audience'},
{'id': '134', 'value': '39.99'},
{'id': '135', 'value': '399'},
{'id': '136', 'value': '{"field": 12}'},
],
},
{
'key': '211229',
'id': '211229',
'featureEnabled': False,
'variables': [
{'id': '132', 'value': 'true'},
{'id': '133', 'value': 'environment'},
{'id': '134', 'value': '49.99'},
{'id': '135', 'value': '499'},
{'id': '136', 'value': '{"field": 123}'},
],
},
],
},
{
'id': '211137',
'key': '211137',
'status': 'Running',
'forcedVariations': {},
'layerId': '211111',
'audienceIds': ['11159'],
'trafficAllocation': [{'entityId': '211139', 'endOfRange': 3000}],
'variations': [{'key': '211139', 'id': '211139', 'featureEnabled': True}],
},
{
'id': '211147',
'key': '211147',
'status': 'Running',
'forcedVariations': {},
'layerId': '211111',
'audienceIds': [],
'trafficAllocation': [{'entityId': '211149', 'endOfRange': 6000}],
'variations': [{'key': '211149', 'id': '211149', 'featureEnabled': True}],
},
],
)
self.assertEqual(expected_rollout, project_config.get_rollout_from_id('211111'))
def test_get_rollout_from_id__invalid_rollout_id(self):
""" Test that None is returned for an unknown Rollout ID """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features), logger=logger.NoOpLogger())
project_config = opt_obj.config_manager.get_config()
with mock.patch.object(project_config, 'logger') as mock_config_logging:
self.assertIsNone(project_config.get_rollout_from_id('aabbccdd'))
mock_config_logging.error.assert_called_once_with('Rollout with ID "aabbccdd" is not in datafile.')
def test_get_variable_value_for_variation__returns_valid_value(self):
""" Test that the right value is returned. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
variation = project_config.get_variation_from_id('test_experiment', '111128')
is_working_variable = project_config.get_variable_for_feature('test_feature_in_experiment', 'is_working')
environment_variable = project_config.get_variable_for_feature('test_feature_in_experiment', 'environment')
self.assertEqual(
'false', project_config.get_variable_value_for_variation(is_working_variable, variation),
)
self.assertEqual(
'prod', project_config.get_variable_value_for_variation(environment_variable, variation),
)
def test_get_variable_value_for_variation__invalid_variable(self):
""" Test that an invalid variable key will return None. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
variation = project_config.get_variation_from_id('test_experiment', '111128')
self.assertIsNone(project_config.get_variable_value_for_variation(None, variation))
def test_get_variable_value_for_variation__no_variables_for_variation(self):
""" Test that a variation with no variables will return None. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
variation = entities.Variation('1111281', 'invalid_variation', [])
is_working_variable = project_config.get_variable_for_feature('test_feature_in_experiment', 'is_working')
self.assertIsNone(project_config.get_variable_value_for_variation(is_working_variable, variation))
def test_get_variable_value_for_variation__no_usage_of_variable(self):
""" Test that a variable with no usage will return default value for variable. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
variation = project_config.get_variation_from_id('test_experiment', '111128')
variable_without_usage_variable = project_config.get_variable_for_feature(
'test_feature_in_experiment', 'variable_without_usage'
)
self.assertEqual(
'45', project_config.get_variable_value_for_variation(variable_without_usage_variable, variation),
)
def test_get_variable_for_feature__returns_valid_variable(self):
""" Test that the feature variable is returned. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
variable = project_config.get_variable_for_feature('test_feature_in_experiment', 'is_working')
self.assertEqual(entities.Variable('127', 'is_working', 'boolean', 'true'), variable)
def test_get_variable_for_feature__invalid_feature_key(self):
""" Test that an invalid feature key will return None. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()
self.assertIsNone(project_config.get_variable_for_feature('invalid_feature', 'is_working'))
def test_get_variable_for_feature__invalid_variable_key(self):
""" Test that an invalid variable key will return None. """
opt_obj = optimizely.Optimizely(json.dumps(self.config_dict_with_features))
project_config = opt_obj.config_manager.get_config()