cerc_persistence/tests/test_db_factory.py

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"""
Test db factory
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Peter Yefi peteryefi@gmail.com
"""
import distutils.spawn
import glob
import json
import logging
import os
import subprocess
import unittest
from pathlib import Path
from unittest import TestCase
import sqlalchemy.exc
from sqlalchemy import create_engine
from sqlalchemy.exc import ProgrammingError
import hub.helpers.constants as cte
from hub.exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
from hub.exports.exports_factory import ExportsFactory
from hub.helpers.data.montreal_function_to_hub_function import MontrealFunctionToHubFunction
from hub.imports.construction_factory import ConstructionFactory
from hub.imports.energy_systems_factory import EnergySystemsFactory
from hub.imports.geometry_factory import GeometryFactory
from hub.imports.results_factory import ResultFactory
from hub.imports.usage_factory import UsageFactory
from hub.imports.weather_factory import WeatherFactory
from cerc_persistence.db_control import DBControl
from cerc_persistence.models import City, Application, CityObject, SimulationResults
from cerc_persistence.models import User, UserRoles
from cerc_persistence.repository import Repository
class Control:
_skip_test = False
_skip_reason = 'PostgreSQL not properly installed in host machine'
def __init__(self):
"""
Test
setup
:return: None
"""
self._skip_test = False
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# Create test database.
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dotenv_path = Path("{}/.local/etc/hub/.env".format(os.path.expanduser('~'))).resolve()
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print(dotenv_path)
if not dotenv_path.exists():
self._skip_test = True
self._skip_reason = f'.env file missing at {dotenv_path}'
return
dotenv_path = str(dotenv_path)
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# Check if database exists.
repository = Repository(db_name='test_db', app_env='TEST', dotenv_path=dotenv_path)
try:
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engine = create_engine(repository.configuration.connection_string)
connection = engine.connect()
connection.close()
except ProgrammingError:
logging.info('Database does not exist. Nothing to delete')
except sqlalchemy.exc.OperationalError as operational_error:
self._skip_test = True
self._skip_reason = f'{operational_error}'
return
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# Create tables if they don't exist.
Application.__table__.create(bind=repository.engine, checkfirst=True)
User.__table__.create(bind=repository.engine, checkfirst=True)
City.__table__.create(bind=repository.engine, checkfirst=True)
CityObject.__table__.create(bind=repository.engine, checkfirst=True)
SimulationResults.__table__.create(bind=repository.engine, checkfirst=True)
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# Generate files for the persistence tests.
city_file = (Path(__file__).parent / 'tests_data/test.geojson').resolve()
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output_path = (Path(__file__).parent / 'tests_outputs').resolve()
self._city = GeometryFactory('geojson',
city_file,
height_field='citygml_me',
year_of_construction_field='ANNEE_CONS',
aliases_field=['ID_UEV', 'CIVIQUE_DE', 'NOM_RUE'],
function_field='CODE_UTILI',
function_to_hub=MontrealFunctionToHubFunction().dictionary).city
ConstructionFactory('nrcan', self._city).enrich()
UsageFactory('nrcan', self._city).enrich()
WeatherFactory('epw', self._city).enrich()
ExportsFactory('sra', self._city, output_path).export()
sra_file = str((output_path / f'{self._city.name}_sra.xml').resolve())
subprocess.run([self.sra, sra_file], stdout=subprocess.DEVNULL)
ResultFactory('sra', self._city, output_path).enrich()
for building in self._city.buildings:
building.energy_systems_archetype_name = 'system 1 gas pv'
EnergySystemsFactory('montreal_custom', self._city).enrich()
EnergyBuildingsExportsFactory('insel_monthly_energy_balance', self._city, output_path).export()
_insel_files = glob.glob(f'{output_path}/*.insel')
for insel_file in _insel_files:
subprocess.run([self.insel, str(insel_file)], stdout=subprocess.DEVNULL)
ResultFactory('insel_monthly_energy_balance', self._city, output_path).enrich()
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# Create test application and user.
self._database = DBControl(
db_name=repository.configuration.db_name,
app_env='TEST',
dotenv_path=dotenv_path)
self._application_uuid = 'b9e0ce80-1218-410c-8a64-9d9b7026aad8'
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self._application_id = self._database.persist_application(
'test',
'test',
self.application_uuid
)
self._user_id = self._database.create_user('test', self._application_id, 'test', UserRoles.Admin)
self._pickle_path = (Path(__file__).parent / 'tests_data/pickle_path.bz2').resolve()
@property
def database(self):
return self._database
@property
def application_uuid(self):
return self._application_uuid
@property
def application_id(self):
return self._application_id
@property
def user_id(self):
return self._user_id
@property
def skip_test(self):
return self._skip_test
@property
def insel(self):
return distutils.spawn.find_executable('insel')
@property
def sra(self):
return distutils.spawn.find_executable('sra')
@property
def skip_insel_test(self):
return self.insel is None
@property
def skip_reason(self):
return self._skip_reason
@property
def message(self):
return self._skip_reason
@property
def city(self):
return self._city
@property
def pickle_path(self):
return self._pickle_path
control = Control()
class TestDBFactory(TestCase):
"""
TestDBFactory
"""
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@unittest.skipIf(control.skip_test, control.skip_reason)
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def test_create_city(self):
control.city.name = "Montreal"
city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
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# Check the city was updated
cities = control.database.cities_by_user_and_application(
control.user_id,
control.application_id)
for updated_city in cities:
if updated_city.id == city_id:
self.assertEqual(updated_city.name, control.city.name)
break
# Tear down after test
control.database.delete_city(city_id)
@unittest.skipIf(control.skip_test, control.skip_reason)
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def test_update_city(self):
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# Create and update city name
city_id = control.database.persist_city(control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
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# Update city
control.city.name = "Ottawa"
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control.city.pickle_path = "new_pickle_path"
control.database.update_city(city_id, control.city)
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# Check the city was updated
cities = control.database.cities_by_user_and_application(
control.user_id,
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control.application_id)
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for updated_city in cities:
if updated_city.id == city_id:
self.assertEqual(updated_city.name, control.city.name)
break
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# Delete extra city created
control.database.delete_city(city_id)
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@unittest.skipIf(control.skip_test, control.skip_reason)
def test_get_deleted_city(self):
control.city.name = "Montreal"
city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
control.database.delete_city(city_id)
# Check the city was deleted properly
cities = control.database.cities_by_user_and_application(
control.user_id,
control.application_id)
city_id_found = False
for updated_city in cities:
if updated_city.id == city_id:
city_id_found = True
break
self.assertTrue(not city_id_found, "The city_id was not deleted successfully")
@unittest.skipIf(control.skip_test, control.skip_reason)
@unittest.skipIf(control.skip_insel_test, 'insel is not installed')
def test_save_results(self):
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# Create city
city_id = control.database.persist_city(control.city,
control.pickle_path,
'current status',
control.application_id,
control.user_id)
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# Create city objects
city_objects_id = []
expected_results = {}
for building in control.city.buildings:
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building_info = control.database.building_info(building.name, city_id)
if cte.MONTH not in building.cooling_demand:
print(f'building {building.name} not calculated')
continue
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monthly_cooling_peak_load = building.cooling_peak_load[cte.MONTH]
yearly_cooling_peak_load = building.cooling_peak_load[cte.YEAR]
monthly_heating_peak_load = building.heating_peak_load[cte.MONTH]
yearly_heating_peak_load = building.heating_peak_load[cte.YEAR]
monthly_lighting_peak_load = building.lighting_peak_load[cte.MONTH]
yearly_lighting_peak_load = building.lighting_peak_load[cte.YEAR]
monthly_appliances_peak_load = building.appliances_peak_load[cte.MONTH]
yearly_appliances_peak_load = building.appliances_peak_load[cte.YEAR]
monthly_cooling_demand = building.cooling_demand[cte.MONTH]
yearly_cooling_demand = building.cooling_demand[cte.YEAR]
monthly_heating_demand = building.heating_demand[cte.MONTH]
yearly_heating_demand = building.heating_demand[cte.YEAR]
monthly_lighting_electrical_demand = building.lighting_electrical_demand[cte.MONTH]
yearly_lighting_electrical_demand = building.lighting_electrical_demand[cte.YEAR]
monthly_appliances_electrical_demand = building.appliances_electrical_demand[cte.MONTH]
yearly_appliances_electrical_demand = building.appliances_electrical_demand[cte.YEAR]
monthly_domestic_hot_water_heat_demand = building.domestic_hot_water_heat_demand[cte.MONTH]
yearly_domestic_hot_water_heat_demand = building.domestic_hot_water_heat_demand[cte.YEAR]
monthly_heating_consumption = building.heating_consumption[cte.MONTH]
yearly_heating_consumption = building.heating_consumption[cte.YEAR]
monthly_cooling_consumption = building.cooling_consumption[cte.MONTH]
yearly_cooling_consumption = building.cooling_consumption[cte.YEAR]
monthly_domestic_hot_water_consumption = building.domestic_hot_water_consumption[cte.MONTH]
yearly_domestic_hot_water_consumption = building._domestic_hot_water_consumption[cte.YEAR]
monthly_distribution_systems_electrical_consumption = building.distribution_systems_electrical_consumption[
cte.MONTH]
yearly_distribution_systems_electrical_consumption = building.distribution_systems_electrical_consumption[
cte.YEAR]
monthly_on_site_electrical_production = [x * cte.WATTS_HOUR_TO_JULES
for x in building.onsite_electrical_production[cte.MONTH]]
yearly_on_site_electrical_production = [x * cte.WATTS_HOUR_TO_JULES
for x in building.onsite_electrical_production[cte.YEAR]]
building_expected_results = {cte.INSEL_MEB: {
'monthly_cooling_peak_load': monthly_cooling_peak_load,
'yearly_cooling_peak_load': yearly_cooling_peak_load,
'monthly_heating_peak_load': monthly_heating_peak_load,
'yearly_heating_peak_load': yearly_heating_peak_load,
'monthly_lighting_peak_load': monthly_lighting_peak_load,
'yearly_lighting_peak_load': yearly_lighting_peak_load,
'monthly_appliances_peak_load': monthly_appliances_peak_load,
'yearly_appliances_peak_load': yearly_appliances_peak_load,
'monthly_cooling_demand': monthly_cooling_demand,
'yearly_cooling_demand': yearly_cooling_demand,
'monthly_heating_demand': monthly_heating_demand,
'yearly_heating_demand': yearly_heating_demand,
'monthly_lighting_electrical_demand': monthly_lighting_electrical_demand,
'yearly_lighting_electrical_demand': yearly_lighting_electrical_demand,
'monthly_appliances_electrical_demand': monthly_appliances_electrical_demand,
'yearly_appliances_electrical_demand': yearly_appliances_electrical_demand,
'monthly_domestic_hot_water_heat_demand': monthly_domestic_hot_water_heat_demand,
'yearly_domestic_hot_water_heat_demand': yearly_domestic_hot_water_heat_demand,
'monthly_heating_consumption': monthly_heating_consumption,
'yearly_heating_consumption': yearly_heating_consumption,
'monthly_cooling_consumption': monthly_cooling_consumption,
'yearly_cooling_consumption': yearly_cooling_consumption,
'monthly_domestic_hot_water_consumption': monthly_domestic_hot_water_consumption,
'yearly_domestic_hot_water_consumption': yearly_domestic_hot_water_consumption,
'monthly_distribution_systems_electrical_consumption': monthly_distribution_systems_electrical_consumption,
'yearly_distribution_systems_electrical_consumption': yearly_distribution_systems_electrical_consumption,
'monthly_on_site_electrical_production': monthly_on_site_electrical_production,
'yearly_on_site_electrical_production': yearly_on_site_electrical_production
}}
expected_results[building.name] = building_expected_results[cte.INSEL_MEB]
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db_building_id = building_info.id
city_objects_id.append(db_building_id)
control.database.add_simulation_results(
cte.INSEL_MEB,
building_expected_results,
city_object_id=db_building_id)
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# Verify 17 city objects have been created
self.assertEqual(17, len(city_objects_id), 'wrong number of results')
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# Verify results have been saved
scenario_name = "current status"
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request_values = {
"scenarios": [
{
scenario_name: list(expected_results.keys())
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},
]
}
results = control.database.results(control.user_id, control.application_id, request_values)
for result in results[scenario_name]:
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self.assertEqual(expected_results[result['building']], result[cte.INSEL_MEB],
f"building '{result['building']}' saved results does not match expected results")
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for _id in city_objects_id:
control.database.delete_results_by_name(cte.INSEL_MEB, city_object_id=_id)
control.database.delete_city(city_id)
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@unittest.skipIf(control.skip_test, control.skip_reason)
def test_get_building(self):
# Insert two cities with same buildings but different city names
control.city.name = 'Montreal'
mtl_city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
control.city.name = 'Ottawa'
ott_city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
# Retrieve building from database
test_building = control.city.buildings[0]
city_object = control.database.building(test_building.name, control.user_id, control.application_id, 'Montreal')
self.assertEqual(city_object.name, test_building.name, "City name does not match")
city_object = control.database.building_info(test_building.name, mtl_city_id)
self.assertEqual(city_object.name, test_building.name, "City name does not match")
city_object = control.database.building_info_in_cities(test_building.name, [mtl_city_id, ott_city_id])
self.assertEqual(city_object.name, test_building.name, "City name does not match")
city_objects = control.database.buildings_info(control.user_id, control.application_id, [control.city.buildings[0].name, control.city.buildings[1].name])
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self.assertEqual(len(city_objects), 4, "Found {} city objects but expected 4".format(len(city_objects)))
for city_obj in city_objects:
self.assertTrue(city_obj.name == control.city.buildings[0].name or city_obj.name == control.city.buildings[1].name, "City object name does not match any expected value. Obtained {} instead.".format(city_obj.name))
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control.database.delete_city(mtl_city_id)
control.database.delete_city(ott_city_id)
@unittest.skipIf(control.skip_test, control.skip_reason)
def test_get_non_existing_building(self):
# Create and delete cities
control.city.name = 'Montreal'
mtl_city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
control.city.name = 'Ottawa'
ott_city_id = control.database.persist_city(
control.city,
control.pickle_path,
control.city.name,
control.application_id,
control.user_id)
control.database.delete_city(mtl_city_id)
control.database.delete_city(ott_city_id)
# Retrieve building from database
test_building = control.city.buildings[0]
result = control.database.building(test_building.name, control.user_id, control.application_id, 'Montreal')
self.assertIsNone(result, "City object exists.")
result = control.database.building_info(test_building.name, mtl_city_id)
self.assertIsNone(result, "City object exists.")
result = control.database.building_info_in_cities(test_building.name, [mtl_city_id, ott_city_id])
self.assertIsNone(result, "City object exists.")
city_objects = control.database.buildings_info(control.user_id, control.application_id,
[control.city.buildings[0].name, control.city.buildings[1].name])
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self.assertEqual(len(city_objects), 0, "Found a city object with given values")
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@classmethod
@unittest.skipIf(control.skip_test, control.skip_reason)
def tearDownClass(cls):
control.database.delete_application(control.application_uuid)
control.database.delete_user(control.user_id)
os.unlink(control.pickle_path)