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simulation-system/libs/csle-rest-api/tests/test_resources_empirical_system_models.py
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import json | ||
import logging | ||
from typing import List, Tuple | ||
|
||
import csle_common.constants.constants as constants | ||
import pytest | ||
import pytest_mock | ||
from csle_common.dao.system_identification.empirical_conditional import ( | ||
EmpiricalConditional, | ||
) | ||
from csle_common.dao.system_identification.empirical_system_model import ( | ||
EmpiricalSystemModel, | ||
) | ||
|
||
import csle_rest_api.constants.constants as api_constants | ||
from csle_rest_api.rest_api import create_app | ||
|
||
logger = logging.getLogger() | ||
|
||
|
||
class TestResourcesESMModelsSuite: | ||
""" | ||
Test suite for /empirical-system-models resource | ||
""" | ||
|
||
@pytest.fixture | ||
def flask_app(self): | ||
""" | ||
:return: the flask app fixture representing the webserver | ||
""" | ||
return create_app(static_folder="../../../../../management-system/csle-mgmt-webapp/build") | ||
|
||
@pytest.fixture | ||
def list_esm_ids(self, mocker: pytest_mock.MockFixture): | ||
""" | ||
Pytest fixture for mocking the list_empirical_system_models_ids method | ||
:param mocker: the pytest mocker object | ||
:return: the mocked function | ||
""" | ||
def list_empirical_system_models_ids() -> List[Tuple[int, int, int]]: | ||
return [(1, 1, 1)] | ||
list_empirical_system_models_ids_mocker = mocker.MagicMock( | ||
side_effect=list_empirical_system_models_ids) | ||
return list_empirical_system_models_ids_mocker | ||
|
||
@pytest.fixture | ||
def list_esm(self, mocker: pytest_mock.MockFixture): | ||
""" | ||
Pytest fixture for mocking the list_empirical_system_models method | ||
:param mocker: the pytest mocker object | ||
:return: the mocked function | ||
""" | ||
def list_empirical_system_models() -> List[EmpiricalSystemModel]: | ||
esm_model = TestResourcesESMModelsSuite.get_example_esm() | ||
return [esm_model] | ||
list_empirical_system_models_mocker = mocker.MagicMock( | ||
side_effect=list_empirical_system_models) | ||
return list_empirical_system_models_mocker | ||
|
||
@pytest.fixture | ||
def remove(self, mocker: pytest_mock.MockFixture): | ||
""" | ||
Pytest fixture for the remove_empirical_system_model method | ||
:param mocker: the pytest mocker object | ||
:return: the mocked function | ||
""" | ||
def remove_empirical_system_model(empirical_system_model: EmpiricalSystemModel) -> None: | ||
return None | ||
remove_empirical_system_model_mocker = mocker.MagicMock( | ||
side_effect=remove_empirical_system_model) | ||
return remove_empirical_system_model_mocker | ||
|
||
@pytest.fixture | ||
def get_esm_config(self, mocker: pytest_mock.MockFixture): | ||
""" | ||
Pytest fixture for the get_empirical_system_model_config method | ||
:param mocker: the pytest mocker object | ||
:return: the mocked function | ||
""" | ||
def get_empirical_system_model_config(id: int) -> EmpiricalSystemModel: | ||
esm_model = TestResourcesESMModelsSuite.get_example_esm() | ||
return esm_model | ||
get_empirical_system_model_config_mocker = mocker.MagicMock( | ||
side_effect=get_empirical_system_model_config) | ||
return get_empirical_system_model_config_mocker | ||
|
||
@pytest.fixture | ||
def get_esm_config_none(self, mocker: pytest_mock.MockFixture): | ||
""" | ||
Pytest fixture for the get_empirical_system_model_config method | ||
:param mocker: the pytest mocker object | ||
:return: the mocked function | ||
""" | ||
def get_empirical_system_model_config(id: int) -> None: | ||
return None | ||
get_empirical_system_model_config_mocker = mocker.MagicMock( | ||
side_effect=get_empirical_system_model_config) | ||
return get_empirical_system_model_config_mocker | ||
|
||
@staticmethod | ||
def get_example_esm(): | ||
e_cond = EmpiricalConditional(conditional_name="JohnDoe", | ||
metric_name="JDoeMetric", | ||
sample_space=[10], | ||
probabilities=[1.0]) | ||
esm_model = EmpiricalSystemModel(emulation_env_name="JohnDoe", | ||
emulation_statistic_id=1, | ||
conditional_metric_distributions=[[e_cond]], | ||
descr="null") | ||
return esm_model | ||
|
||
def test_empirical_system_models_get(self, mocker, flask_app, not_logged_in, logged_in, | ||
logged_in_as_admin, list_esm_ids, | ||
list_esm) -> None: | ||
""" | ||
Tests the GET HTTPS method for the /empirical-system-models resource | ||
:param flask_app: the pytest flask app for making requests | ||
:param mocker: the pytest mocker object | ||
:param logged_in_as_admin: the logged_in_as_admin fixture | ||
:param logged_in: the logged_in fixture | ||
:param not_logged_in: the not_logged_in fixture | ||
:param list_esm: the list_esm fixture | ||
:param list_esm_ids: the list_esm_ids fixture | ||
:return: None | ||
""" | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.list_empirical_system_models_ids", | ||
side_effect=list_esm_ids) | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.list_empirical_system_models", | ||
side_effect=list_esm) | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=not_logged_in) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}" | ||
f"?{api_constants.MGMT_WEBAPP.IDS_QUERY_PARAM}=true") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}" | ||
f"?{api_constants.MGMT_WEBAPP.IDS_QUERY_PARAM}=true") | ||
response_data = response.data.decode('utf-8') | ||
response_data_list = json.loads(response_data) | ||
response_data_dict = response_data_list[0] | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.ID_PROPERTY] == 1 | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.EMULATION_PROPERTY] == 1 | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.STATISTIC_ID_PROPERTY] == 1 | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_list = json.loads(response_data) | ||
response_data_dict = response_data_list[0] | ||
ex_esm_data = TestResourcesESMModelsSuite.get_example_esm() | ||
ex_esm_data_dict = ex_esm_data.to_dict() | ||
for k in response_data_dict: | ||
assert response_data_dict[k] == ex_esm_data_dict[k] | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in_as_admin) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}" | ||
f"?{api_constants.MGMT_WEBAPP.IDS_QUERY_PARAM}=true") | ||
response_data = response.data.decode('utf-8') | ||
response_data_list = json.loads(response_data) | ||
response_data_dict = response_data_list[0] | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.ID_PROPERTY] == 1 | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.EMULATION_PROPERTY] == 1 | ||
assert response_data_dict[api_constants.MGMT_WEBAPP.STATISTIC_ID_PROPERTY] == 1 | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_list = json.loads(response_data) | ||
response_data_dict = response_data_list[0] | ||
ex_esm_data = TestResourcesESMModelsSuite.get_example_esm() | ||
ex_esm_data_dict = ex_esm_data.to_dict() | ||
for k in response_data_dict: | ||
assert response_data_dict[k] == ex_esm_data_dict[k] | ||
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def test_empirical_system_models_delete(self, mocker, flask_app, not_logged_in, logged_in, | ||
logged_in_as_admin, remove, list_esm) -> None: | ||
""" | ||
Tests the DELETE HTTPS method for the /empirical-system-models resource | ||
:param flask_app: the pytest flask app for making requests | ||
:param mocker: the pytest mocker object | ||
:param logged_in_as_admin: the logged_in_as_admin fixture | ||
:param logged_in: the logged_in fixture | ||
:param not_logged_in: the not_logged_in fixture | ||
:param list_esm: the list_esm fixture | ||
:param remove: the remove fixture | ||
:return: None | ||
""" | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.list_empirical_system_models", | ||
side_effect=list_esm) | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.remove_empirical_system_model", | ||
side_effect=remove) | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=not_logged_in) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in_as_admin) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response_data_dict == {} | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
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def test_empirical_system_models_ids_get(self, mocker, flask_app, not_logged_in, logged_in, | ||
logged_in_as_admin, get_esm_config, get_esm_config_none) -> None: | ||
""" | ||
Tests the GET HTTPS method for the /empirical-system-models/id resource | ||
:param flask_app: the pytest flask app for making requests | ||
:param mocker: the pytest mocker object | ||
:param logged_in_as_admin: the logged_in_as_admin fixture | ||
:param logged_in: the logged_in fixture | ||
:param not_logged_in: the not_logged_in fixture | ||
:param list_esm: the list_esm fixture | ||
:param list_esm_ids: the list_esm_ids fixture | ||
:return: None | ||
""" | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config) | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=not_logged_in) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
ex_esm_data = TestResourcesESMModelsSuite.get_example_esm() | ||
ex_esm_data_dict = ex_esm_data.to_dict() | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
for k in response_data_dict: | ||
assert response_data_dict[k] == ex_esm_data_dict[k] | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config_none) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in_as_admin) | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
for k in response_data_dict: | ||
assert response_data_dict[k] == ex_esm_data_dict[k] | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config_none) | ||
response = flask_app.test_client().get(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
assert response_data_dict == {} | ||
|
||
def test_empirical_system_models_ids_delete(self, mocker, flask_app, not_logged_in, logged_in, | ||
logged_in_as_admin, get_esm_config, remove, get_esm_config_none): | ||
""" | ||
Tests the DELETE HTTPS method for the /empirical-system-models/id resource | ||
:param flask_app: the pytest flask app for making requests | ||
:param mocker: the pytest mocker object | ||
:param logged_in_as_admin: the logged_in_as_admin fixture | ||
:param logged_in: the logged_in fixture | ||
:param not_logged_in: the not_logged_in fixture | ||
:param list_esm: the list_esm fixture | ||
:param list_esm_ids: the list_esm_ids fixture | ||
:return: None | ||
""" | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config) | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.remove_empirical_system_model", | ||
side_effect=remove) | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=not_logged_in) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response.status_code == constants.HTTPS.UNAUTHORIZED_STATUS_CODE | ||
assert response_data_dict == {} | ||
mocker.patch("csle_rest_api.util.rest_api_util.check_if_user_is_authorized", | ||
side_effect=logged_in_as_admin) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response_data_dict == {} | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE | ||
mocker.patch("csle_common.metastore.metastore_facade.MetastoreFacade.get_empirical_system_model_config", | ||
side_effect=get_esm_config_none) | ||
response = flask_app.test_client().delete(f"{api_constants.MGMT_WEBAPP.EMPIRICAL_SYSTEM_MODELS_RESOURCE}/10") | ||
response_data = response.data.decode('utf-8') | ||
response_data_dict = json.loads(response_data) | ||
assert response_data_dict == {} | ||
assert response.status_code == constants.HTTPS.OK_STATUS_CODE |