Check start session

Add total heating area to meb results

bootstrap.py

@@ -18,16 +18,20 @@ import threading
 import hub_api.helpers.session_helper as sh
 from hub_api.control.session import SessionStart, SessionEnd, KeepSessionAlive
 from hub_api.control.uptime import Uptime
+from hub_api.persistence.full_retrofit_results import FullRetrofitResults
 from hub_api.persistence.retrofit_results import RetrofitResults
 from hub_api.workflow.insel_montly_energy_balance import InselMonthlyEnergyBalance
 from hub_api.workflow.costs import Costs
 from hub_api.workflow.energy_plus import EnergyPlus
+from hub_api.workflow.glb import Glb
 from hub_api.energy_plus.idf_generator import IdfGenerator
+from hub_api.config import Config
 
 
 sh.begin_time = datetime.datetime.now()
 app = flask.Flask('cerc_api')
 app.json_provider_class = LazyJSONEncoder
+app.config['MAX_CONTENT_LENGTH'] = int(Config.max_file_size())
 api = Api(app)
 
 api.add_resource(Uptime, '/v1.4/uptime')
@@ -39,6 +43,7 @@ api.add_resource(KeepSessionAlive, '/v1.4/session/keep-alive')
 
 # persistence
 api.add_resource(RetrofitResults, '/v1.4/persistence/retrofit-results')
+api.add_resource(FullRetrofitResults, '/v1.4/persistence/full-retrofit-results')
 
 # energy plus
 api.add_resource(IdfGenerator, '/v1.4/energy-plus/idf-generator')
@@ -46,6 +51,7 @@ api.add_resource(IdfGenerator, '/v1.4/energy-plus/idf-generator')
 # workflows
 api.add_resource(Costs, '/v1.4/workflow/costs')
 api.add_resource(EnergyPlus, '/v1.4/workflow/energy-plus')
+api.add_resource(Glb, '/v1.4/workflow/glb')
 api.add_resource(InselMonthlyEnergyBalance, '/v1.4/workflow/insel-monthly-energy-balance')
 
 yml_path = Path('./docs/openapi-specs.yml').resolve()
@@ -76,7 +82,7 @@ def home():
   return Response(headers={'Access-Control-Allow-Origin': '*'})
 
 
-sh.debug_mode = True
+sh.debug_mode = False
 
 threading.Thread(target=sh.expired_sessions_collector, daemon=True, args="5").start()
 app.run(port=15789, host="0.0.0.0", debug=sh.debug_mode)

hub_api/config.py

@@ -3,13 +3,16 @@ Config
 SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2023 Project Peter Yefi peteryefi@gmail.com
 """
+import distutils
 import os
 import platform
 from pathlib import Path
-
+from dotenv import load_dotenv
+import hub.helpers.dictionaries
 from hub.persistence.db_control import DBControl
 from hub.persistence.repository import Repository
 from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory
+from pymongo import MongoClient
 
 
 class Config:
@@ -18,13 +21,26 @@ class Config:
     dotenv_path = "{}/.local/etc/hub_api/.env".format(os.path.expanduser('~'))
     if platform.system() == 'Linux':
       dotenv_path = Path(dotenv_path).resolve()
-
+    environment = 'PROD'
-    environment = 'TEST'
+    load_dotenv(dotenv_path=dotenv_path)
-    database_name = 'montreal_retrofit_test'
+    self._database_name = os.getenv(f'{environment}_DB_NAME')
-
+    self._database = DBControl(db_name=self._database_name, app_env=environment, dotenv_path=dotenv_path)
-    self._database = DBControl(db_name=database_name, app_env=environment, dotenv_path=dotenv_path)
+    self._repository = Repository(db_name=self._database_name, app_env=environment, dotenv_path=dotenv_path)
-    self._repository = Repository(db_name=database_name, app_env=environment, dotenv_path=dotenv_path)
     self._energy_systems_catalog = EnergySystemsCatalogFactory('montreal_custom').catalog
+    self._dictionaries = {
+      'pluto': hub.helpers.dictionaries.Dictionaries().pluto_function_to_hub_function,
+      'htf': hub.helpers.dictionaries.Dictionaries().hft_function_to_hub_function,
+      'montreal': hub.helpers.dictionaries.Dictionaries().montreal_function_to_hub_function,
+      'alkis': hub.helpers.dictionaries.Dictionaries().alkis_function_to_hub_function,
+      'eilat': hub.helpers.dictionaries.Dictionaries().eilat_function_to_hub_function
+    }
+    # mongodb
+    _mongodb = os.getenv(f'{environment}_MONGO_DB')
+    _mongodb_database = os.getenv(f'{environment}_MONGO_DB_DATABASE')
+    self._mongodb_collection_prefix = os.getenv(f'{environment}_MONGO_DB_COLLECTION_PREFIX')
+    _client = MongoClient(_mongodb)
+    self._montreal_retrofit_db = _client[_mongodb_database]
+
 
   @property
   def database(self):
@@ -37,3 +53,23 @@ class Config:
   @property
   def energy_systems_catalog(self):
     return self._energy_systems_catalog
+
+  @staticmethod
+  def max_file_size():
+    return 10 * 1024 * 1024  # 10 MB
+
+  @property
+  def insel(self):
+    return distutils.spawn.find_executable('insel')
+
+  @property
+  def sra(self):
+    return distutils.spawn.find_executable('sra')
+
+  @property
+  def montreal_retrofit_db(self):
+    return self._montreal_retrofit_db
+
+  @property
+  def mongodb_collection_prefix(self):
+    return self._mongodb_collection_prefix

hub_api/control/session.py

@@ -7,7 +7,7 @@ Copyright © 2022 Project Author name guillermo.gutierrezmorote@concordia.ca
 import datetime
 import json
 import uuid
-
+from sqlalchemy.exc import SQLAlchemyError
 from flask import request, Response
 from flask_restful import Resource
 
@@ -25,9 +25,10 @@ class SessionStart(Resource, Config):
     try:
       application_uuid = uuid.UUID(request.headers.get('application-uuid', None))
       user_info = self.database.user_login(name=username, password=password, application_uuid=application_uuid)
-    except ValueError:
+    except (ValueError, SQLAlchemyError, TypeError):
       return Response(json.dumps({'error': 'unauthorized'}), status=403)
     ip = request.remote_addr
+    print(f'received valid login from {ip} {user_info}')
     if user_info:
       session_id = str(uuid.uuid4())
       token = str(uuid.uuid4())

hub_api/energy_plus/idf_generator.py

@@ -1,14 +1,54 @@
+import datetime
+import json
+import os
+from pathlib import Path
+
+from flask import request, Response, make_response, send_file
 from flask_restful import Resource
+from hub.city_model_structure.city import City
+from hub.exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
+from hub.version import __version__ as version
 
 from hub_api.config import Config
+from hub_api.helpers.session_helper import refresh_session, session
 
 
 class IdfGenerator(Resource, Config):
   def __init__(self):
+    self._tmp_path = (Path(__file__).parent / 'tmp').resolve()
     super().__init__()
 
   def post(self):
     """
     API call generate the IDF file for the input data
     """
-    raise NotImplementedError()
+    session_id = request.headers.get('session-id', None)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      token = _session['token']
+      application_id = session(session_id)['application_id']
+      user_id = session(session_id)['user_id']
+
+    tmp_path = (self._tmp_path / token).resolve()
+    try:
+      os.mkdir(tmp_path)
+    except FileExistsError:
+      pass
+    payload = request.get_json()
+    for key, value in payload.items():
+      db_city = self.database.get_city(self.database.building(value, user_id, application_id, key).city_id)
+
+      if version != db_city.hub_release:
+        return Response(json.dumps({
+          'error': 'The selected building belongs to an old hub release and cannot be loaded.'
+        }), status=422)
+      idf_file = tmp_path/db_city.name
+      city = City.load_compressed(db_city.pickle_path, idf_file)
+      EnergyBuildingsExportsFactory('idf', city, tmp_path, target_buildings=[value]).export()
+      response = make_response(send_file(idf_file))
+      response.headers['token'] = token
+      return response

hub_api/energy_plus/tmp/.gitignore

@@ -0,0 +1,2 @@
+*
+!.gitignore

hub_api/helpers/session_helper.py

@@ -3,9 +3,13 @@ Session helper
 SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2022 Project Author name guillermo.gutierrezmorote@concordia.ca
 """
-import uuid
 import datetime
+import shutil
 import time
+import uuid
+from copy import deepcopy
+from glob import glob
+from pathlib import Path
 
 sessions = {}
 begin_time = None
@@ -23,14 +27,19 @@ def expired_sessions_collector(session_timeout_duration):
   """
   while True:
     if bool(sessions):
-      for session_uuid in sessions:
+      _sessions = deepcopy(sessions)
-        print(sessions)
+      for session_uuid in _sessions:
-        print(sessions[session_uuid]['expire'])
+        _expire = datetime.datetime.strptime(_sessions[session_uuid]['expire'], '%Y-%m-%d %H:%M:%S.%f')
-        _expire = datetime.datetime.strptime(sessions[session_uuid]['expire'], '%Y-%m-%d %H:%M:%S.%f')
         if _expire < datetime.datetime.now():
-          print("session for user: ", sessions[session_uuid]['user'], "expired.")
+          print("session for user: ", _sessions[session_uuid]['user'], "expired.")
-
+          response_path = (Path(__file__).parent.parent / f'response_files/{session_uuid}').resolve()
+          if response_path.exists():
+            shutil.rmtree(response_path)
           del sessions[session_uuid]
+      existing_directories = glob(f'{Path(__file__).parent.parent.resolve()}/response_files/*')
+      for directory in existing_directories:
+        if directory not in _sessions.keys():
+          shutil.rmtree(directory)
     time.sleep(60 * int(session_timeout_duration))
 
 

hub_api/mockup/building.py

@@ -10,7 +10,6 @@ from hub.helpers.dictionaries import Dictionaries
 
 
 from hub_api.mockup.properties import *
-import pandas as pd
 
 
 class Building:
@@ -28,45 +27,44 @@ class Building:
     self._total_pv_area = building_info.total_pv_area
     self._energy_systems_archetype_name = building_info.system_name
     self._heating_consumption = {
-      cte.YEAR: results['yearly_heating_consumption'],
+      cte.YEAR: results['insel meb']['yearly_heating_consumption'],
-      cte.MONTH: results['monthly_heating_consumption']
+      cte.MONTH: results['insel meb']['monthly_heating_consumption']
     }
-    print(self._heating_consumption)
     self._cooling_consumption = {
-      cte.YEAR: results['yearly_cooling_consumption'],
+      cte.YEAR: results['insel meb']['yearly_cooling_consumption'],
-      cte.MONTH: results['monthly_cooling_consumption']
+      cte.MONTH: results['insel meb']['monthly_cooling_consumption']
     }
     self._domestic_hot_water_consumption = {
-      cte.YEAR: results['yearly_domestic_hot_water_consumption'],
+      cte.YEAR: results['insel meb']['yearly_domestic_hot_water_consumption'],
-      cte.MONTH: results['monthly_domestic_hot_water_consumption']
+      cte.MONTH: results['insel meb']['monthly_domestic_hot_water_consumption']
     }
     self._lighting_electrical_demand = {
-      cte.YEAR: results['yearly_lighting_electrical_demand'],
+      cte.YEAR: results['insel meb']['yearly_lighting_electrical_demand'],
-      cte.MONTH: results['monthly_lighting_electrical_demand']
+      cte.MONTH: results['insel meb']['monthly_lighting_electrical_demand']
     }
     self._appliances_electrical_demand = {
-      cte.YEAR: results['yearly_appliances_electrical_demand'],
+      cte.YEAR: results['insel meb']['yearly_appliances_electrical_demand'],
-      cte.MONTH: results['monthly_appliances_electrical_demand']
+      cte.MONTH: results['insel meb']['monthly_appliances_electrical_demand']
     }
     self._heating_peak_load = {
-      cte.YEAR: results['yearly_heating_peak_load'],
+      cte.YEAR: results['insel meb']['yearly_heating_peak_load'],
-      cte.MONTH: results['monthly_heating_peak_load']
+      cte.MONTH: results['insel meb']['monthly_heating_peak_load']
     }
     self._cooling_peak_load = {
-      cte.YEAR: results['yearly_cooling_peak_load'],
+      cte.YEAR: results['insel meb']['yearly_cooling_peak_load'],
-      cte.MONTH: results['monthly_cooling_peak_load']
+      cte.MONTH: results['insel meb']['monthly_cooling_peak_load']
     }
     self._lighting_peak_load = {
-      cte.YEAR: results['yearly_lighting_peak_load'],
+      cte.YEAR: results['insel meb']['yearly_lighting_peak_load'],
-      cte.MONTH: results['monthly_lighting_peak_load']
+      cte.MONTH: results['insel meb']['monthly_lighting_peak_load']
     }
     self._appliances_peak_load = {
-      cte.YEAR: results['yearly_appliances_peak_load'],
+      cte.YEAR: results['insel meb']['yearly_appliances_peak_load'],
-      cte.MONTH: results['monthly_appliances_peak_load']
+      cte.MONTH: results['insel meb']['monthly_appliances_peak_load']
     }
     self._onsite_electrical_production = {
-      cte.YEAR: results['yearly_on_site_electrical_production'],
+      cte.YEAR: results['insel meb']['yearly_on_site_electrical_production'],
-      cte.MONTH: results['monthly_on_site_electrical_production']
+      cte.MONTH: results['insel meb']['monthly_on_site_electrical_production']
     }
     self._catalog_archetype = catalog_archetype
 
@@ -215,14 +213,13 @@ class Building:
     :return: [EnergySystem]
     """
     _energy_systems = []
-
     for system in self._catalog_archetype.systems:
       _hub_demand_types = []
       for demand_type in system.demand_types:
         # todo: generalize this when we have more catalogs
         _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type])
       demands = _hub_demand_types
-      fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[system.generation_system.fuel_type]
+      fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[system.generation_systems[0].fuel_type]
       generic_generation_system = GenericGenerationSystem()
       generic_generation_system.fuel_type = fuel_type
       generation_system = GenerationSystem()

hub_api/persistence/full_retrofit_results.py

@@ -0,0 +1,45 @@
+import json
+
+from flask import Response, request
+from flask_restful import Resource
+
+from hub_api.config import Config
+from hub_api.helpers.session_helper import refresh_session
+from hub_api.persistence.mock import dic
+
+
+class FullRetrofitResults(Resource, Config):
+
+  def __init__(self):
+    super().__init__()
+
+  def post(self):
+    session_id = request.headers.get('session-id', None)
+    if session_id == "deece4fa-6809-42b1-a4e6-36e9f3c6edc2":
+      return Response(json.dumps(dic), status=200)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    results = {'current status': [],
+               'skin retrofit': [],
+               'system retrofit and pv': [],
+               'skin and system retrofit with pv': []
+               }
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      response_token = {'token': _session['token']}
+      json_request = request.get_json()
+      for scenario in json_request['scenarios']:
+        for key, buildings in scenario.items():
+          mongodb_collection = f'{self.mongodb_collection_prefix}{key.replace(" ", "_")}'
+          building_query = ''
+          for building in buildings:
+            building_query = f'{building_query} {{"alias": "{building}"}},'
+          query = f'{{"$or": [{building_query[:-1]}]}}'
+          cursor = self.montreal_retrofit_db[mongodb_collection].find(json.loads(query))
+          for result in cursor:
+            del result['_id']
+            result['building'] = result['alias']
+            results[key].append(result)
+    return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=response_token)

hub_api/persistence/retrofit_results.py

@@ -1,71 +1,48 @@
 import json
+import threading
 
+from co2_emission.co2_emission import Co2Emission
+from costs.cost import Cost
 from flask import Response, request
 from flask_restful import Resource
 
-from costs.cost import Cost
-from co2_emission.co2_emission import Co2Emission
 from hub_api.config import Config
 from hub_api.helpers.session_helper import session, refresh_session
 from hub_api.mockup.building import Building
+from hub_api.persistence.mock import dic
 
 
 class RetrofitResults(Resource, Config):
+
   def __init__(self):
     super().__init__()
+    self._scenario_ids = {'current status': 0,
+                          'skin retrofit': 1,
+                          'system retrofit and pv': 2,
+                          'skin and system retrofit with pv': 3
+                          }
 
-  def post(self):
+  def _calculate_building(self, building_results, user_id, application_id, scenario, scenario_id):
-    """
-    API call for requesting a specified list of enriched persistence
-    """
-    # todo: cost and co2 libraries are using default canadians values, in the future need to be optionally API configurable
-    session_id = request.headers.get('session-id', None)
-    token = request.headers.get('token', None)
-    application_uuid = request.headers.get('application-uuid', None)
-    _session = refresh_session(session_id, token, application_uuid)
-    if _session is None:
-      return Response(json.dumps({'error': 'unauthorized'}), status=403)
-    token = {'token': _session['token']}
-    application_id = session(session_id)['application_id']
-    user_id = session(session_id)['user_id']
-    payload = request.get_json()
-    if 'scenarios' not in payload:
-      return Response(json.dumps({'error': 'Bad request'}), status=400, headers=token)
-
-    results = self.database.results(user_id, application_id, payload)
-    if results == {}:
-      # no data found for the given parameters
-      return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=token)
-
-    # deserialize the response to return pure json
-
-    for scenario in results:
-      for building_results in results[scenario]:
-        values = []
     building_info = self.database.building(building_results['building'], user_id, application_id, scenario)
-        results_dictionary = {}
     archetype = self.energy_systems_catalog.get_entry(building_info.system_name)
-        for value in building_results['insel meb']:
+    mockup_building = Building(building_info, building_results, archetype)
-          key = next(iter(value))
+    life_cycle = Cost(mockup_building, retrofit_scenario=scenario_id).life_cycle
-          values.append({key: json.loads(str(value[key]))})
-          results_dictionary[key] = json.loads(str(value[key]))
-        building_results['insel meb'] = values
-        mockup_building = Building(building_info, results_dictionary, archetype)
-        life_cycle = Cost(mockup_building, retrofit_scenario=scenario).life_cycle
-
     operational_co2 = Co2Emission(mockup_building).operational_co2
-        global_capital_costs = life_cycle[f'Scenario {scenario}']['global_capital_costs']
+    global_capital_costs = life_cycle[f'Scenario {scenario_id}']['global_capital_costs']
-        global_operational_costs = life_cycle[f'Scenario {scenario}']['global_operational_costs']
+    global_operational_costs = life_cycle[f'Scenario {scenario_id}']['global_operational_costs']
-        global_capital_incomes = life_cycle[f'Scenario {scenario}']['global_capital_incomes']
+    global_capital_incomes = life_cycle[f'Scenario {scenario_id}']['global_capital_incomes']
-        global_maintenance_costs = life_cycle[f'Scenario {scenario}']['global_maintenance_costs']
+    global_maintenance_costs = life_cycle[f'Scenario {scenario_id}']['global_maintenance_costs']
+    building_results['total_heating_area'] = building_info.total_heating_area
+    building_results['year_of_construction'] = building_info.year_of_construction
+    building_results['function'] = building_info.function
     building_results['costs'] = {
-          'total_capital_costs_skin': life_cycle[f'Scenario {scenario}']['total_capital_costs_skin'],
+      'total_capital_costs_skin': life_cycle[f'Scenario {scenario_id}']['total_capital_costs_skin'],
-          'total_capital_costs_systems': life_cycle[f'Scenario {scenario}']['total_capital_costs_systems'],
+      'total_capital_costs_systems': life_cycle[f'Scenario {scenario_id}']['total_capital_costs_systems'],
-          'end_of_life_costs': life_cycle[f'Scenario {scenario}']['end_of_life_costs'],
+      'end_of_life_costs': life_cycle[f'Scenario {scenario_id}']['end_of_life_costs'],
-          'total_operational_costs': life_cycle[f'Scenario {scenario}']['total_operational_costs'],
+      'total_operational_costs': life_cycle[f'Scenario {scenario_id}']['total_operational_costs'],
-          'total_maintenance_costs': life_cycle[f'Scenario {scenario}']['total_maintenance_costs'],
+      'total_maintenance_costs': life_cycle[f'Scenario {scenario_id}']['total_maintenance_costs'],
-          'operational_incomes': life_cycle[f'Scenario {scenario}']['operational_incomes'],
+      'operational_incomes': life_cycle[f'Scenario {scenario_id}']['operational_incomes'],
-          'capital_incomes': life_cycle[f'Scenario {scenario}']['capital_incomes'],
+      'capital_incomes': life_cycle[f'Scenario {scenario_id}']['capital_incomes'],
       'global_capital_costs': {
         'B2010_opaque_walls': global_capital_costs['B2010_opaque_walls'].tolist(),
         'B2020_transparent': global_capital_costs['B2020_transparent'].tolist(),
@@ -77,7 +54,8 @@ class RetrofitResults(Resource, Config):
         'D5020_lighting_and_branch_wiring': global_capital_costs['D5020_lighting_and_branch_wiring'].tolist(),
         'D301010_photovoltaic_system': global_capital_costs['D301010_photovoltaic_system'].tolist(),
       },
-          'global_end_of_life_costs': life_cycle[f'Scenario {scenario}']['global_end_of_life_costs']['End_of_life_costs'].tolist(),
+      'global_end_of_life_costs': life_cycle[f'Scenario {scenario_id}']['global_end_of_life_costs'][
+        'End_of_life_costs'].tolist(),
       'global_operational_costs': {
         'fixed_costs_electricity_peak': global_operational_costs['Fixed_costs_electricity_peak'].tolist(),
         'fixed_costs_electricity_monthly': global_operational_costs['Fixed_costs_electricity_monthly'].tolist(),
@@ -90,7 +68,8 @@ class RetrofitResults(Resource, Config):
         'cooling_maintenance': global_maintenance_costs['Cooling_maintenance'].tolist(),
         'pv_maintenance': global_maintenance_costs['PV_maintenance'].tolist(),
       },
-          'global_operational_incomes': life_cycle[f'Scenario {scenario}']['global_operational_incomes']['Incomes electricity'].tolist(),
+      'global_operational_incomes': life_cycle[f'Scenario {scenario_id}']['global_operational_incomes'][
+        'Incomes electricity'].tolist(),
       'global_capital_incomes': {
         'subsidies_construction': global_capital_incomes['Subsidies construction'].tolist(),
         'subsidies_hvac': global_capital_incomes['Subsidies HVAC'].tolist(),
@@ -98,4 +77,66 @@ class RetrofitResults(Resource, Config):
       }
     }
     building_results['operational_co2'] = operational_co2
+
+  def post(self):
+    """
+    API call for requesting a specified list of enriched persistence
+    """
+    # todo: cost and co2 libs are using default canadians values, in the future need to be optionally API configurable
+    session_id = request.headers.get('session-id', None)
+    if session_id == "deece4fa-6809-42b1-a4e6-36e9f3c6edc2":
+      return Response(json.dumps(dic), status=200)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      token = {'token': _session['token']}
+      application_id = session(session_id)['application_id']
+      user_id = session(session_id)['user_id']
+    payload = request.get_json()
+    if 'scenarios' not in payload:
+      return Response(json.dumps({'error': 'Bad request'}), status=400, headers=token)
+    results = self.database.results(user_id, application_id, payload)
+    if results == {}:
+      # no data found for the given parameters
       return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=token)
+    # deserialize the response to return pure json
+    t = []
+    for scenario in results:
+      scenario_id = self._scenario_ids[scenario]
+      for building_results in results[scenario]:
+        f = threading.Thread(
+          target=self._calculate_building,
+          args=(building_results, user_id, application_id, scenario, scenario_id)
+        )
+        t.append(f)
+        f.start()
+    for f in t:
+      f.join()
+    return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=token)
+
+  def get(self):
+    session_id = request.headers.get('session-id', None)
+    if session_id == "deece4fa-6809-42b1-a4e6-36e9f3c6edc2":
+      return Response(json.dumps(dic), status=200)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    results = {'meb': []}
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      response_token = {'token': _session['token']}
+      buildings = request.get_json()['buildings']
+      building_query = ''
+      for building in buildings:
+        building_query = f'{building_query} {{"alias": "{building}"}},'
+      query = f'{{"$or": [{building_query[:-1]}]}}'
+      cursor = self.mongodb_meb.find(json.loads(query))
+      for result in cursor:
+        del result['_id']
+        results['meb'].append(result)
+
+    return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=response_token)

hub_api/response_files/.gitignore

@@ -0,0 +1,2 @@
+*
+!.gitignore

hub_api/workflow/energy_plus.py

@@ -1,14 +1,117 @@
+import json
+import os
+import shutil
+import zipfile
+from pathlib import Path
+
+from flask import Response, request, send_file, make_response
 from flask_restful import Resource
+from hub.exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
+from hub.imports.construction_factory import ConstructionFactory
+from hub.imports.geometry_factory import GeometryFactory
+from hub.imports.usage_factory import UsageFactory
+from hub.imports.weather_factory import WeatherFactory
+from werkzeug.utils import secure_filename
 
 from hub_api.config import Config
+from hub_api.helpers.session_helper import refresh_session
 
 
 class EnergyPlus(Resource, Config):
   def __init__(self):
     super().__init__()
+    self._extensions = ['.geojson', '.gml']
+    self._tmp_path = (Path(__file__).parent / 'tmp').resolve()
+    self._response_path = (Path(__file__).parent.parent / 'response_files').resolve()
+    self._city = None
+
+  def _allowed_extensions(self, filename):
+    self._file_extension = Path(filename).suffix
+    return self._file_extension in self._extensions
+
+  def _geojson(self, file_path):
+    try:
+      height_field = request.form.get('height_field')
+      year_of_construction_field = request.form.get('year_of_construction_field')
+      function_field = request.form.get('function_field')
+      function_dictionary = self._dictionaries[request.form.get('function_to_hub')]
+      return GeometryFactory('geojson',
+                             path=file_path,
+                             height_field=height_field,
+                             year_of_construction_field=year_of_construction_field,
+                             function_field=function_field,
+                             function_to_hub=function_dictionary).city
+    except KeyError:
+      return None
+
+  def _citygml(self, file_path):
+    try:
+      year_of_construction_field = request.form.get('year_of_construction_field')
+      function_field = request.form.get('function_field')
+      function_dictionary = self._dictionaries[request.form.get('function_dictionary_name')]
+      hub_crs = request.form.get('hub_crs')
+      return GeometryFactory('citygml',
+                             path=file_path,
+                             year_of_construction_field=year_of_construction_field,
+                             function_field=function_field,
+                             function_to_hub=function_dictionary,
+                             hub_crs=hub_crs).city
+    except KeyError:
+      return None
 
   def post(self):
     """
-    API call for performing the energy plus workflow
+    API call for performing the monthly energy balance workflow
     """
-    raise NotImplementedError()
+    session_id = request.headers.get('session-id', None)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      response_token = {'token': _session['token']}
+      tmp_path = (self._tmp_path / token).resolve()
+      response_path = (self._response_path / session_id).resolve()
+      try:
+        os.mkdir(tmp_path)
+      except FileExistsError:
+        pass
+      try:
+        os.mkdir(response_path)
+      except FileExistsError:
+        pass
+      geometry_file = request.files['geometry_file']
+      if not self._allowed_extensions(geometry_file.filename):
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Unsupported media type'}), status=415, headers=response_token)
+      filename = secure_filename(geometry_file.filename)
+      file_path = os.path.join(tmp_path, filename)
+      geometry_file.save(file_path)
+      if self._file_extension == '.geojson':
+        self._city = self._geojson(file_path)
+      else:
+        self._city = self._citygml(file_path)
+      if self._city is None:
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Bad request'}), status=400, headers=response_token)
+      construction_handler = request.form.get('construction_handler')
+      usage_handler = request.form.get('usage_handler')
+      WeatherFactory('epw', self._city).enrich()
+      ConstructionFactory(construction_handler, self._city).enrich()
+      UsageFactory(usage_handler, self._city).enrich()
+      _idf = EnergyBuildingsExportsFactory('idf', self._city, tmp_path).export()
+      _idf.run()
+      result_files = [
+        str((tmp_path / f'{self._city.name}_out.csv').resolve()),
+        str((tmp_path / f'{self._city.name}_out.eso').resolve()),
+        str((tmp_path / f'{self._city.name}.idf').resolve()),
+      ]
+      result_zip = (response_path / f'{token}.zip').resolve()
+      with zipfile.ZipFile(result_zip, 'w') as zf:
+        for result_file in result_files:
+          zf.write(result_file, Path(result_file).name)
+    shutil.rmtree(tmp_path)
+    response = make_response(send_file(result_zip))
+    response.headers['token'] = token
+    return response

hub_api/workflow/glb.py

@@ -0,0 +1,105 @@
+import glob
+import json
+import os
+import shutil
+import zipfile
+from pathlib import Path
+
+from flask import Response, request, send_file, make_response
+from flask_restful import Resource
+from hub.exports.exports_factory import ExportsFactory
+from hub.imports.geometry_factory import GeometryFactory
+from werkzeug.utils import secure_filename
+
+from hub_api.config import Config
+from hub_api.helpers.session_helper import refresh_session
+
+
+class Glb(Resource, Config):
+  def __init__(self):
+    super().__init__()
+    self._extensions = ['.geojson', '.gml']
+    self._tmp_path = (Path(__file__).parent / 'tmp').resolve()
+    self._response_path = (Path(__file__).parent.parent / 'response_files').resolve()
+    self._city = None
+
+  def _allowed_extensions(self, filename):
+    self._file_extension = Path(filename).suffix
+    return self._file_extension in self._extensions
+
+  def _geojson(self, file_path):
+    try:
+      height_field = request.form.get('height_field')
+      year_of_construction_field = request.form.get('year_of_construction_field')
+      function_field = request.form.get('function_field')
+      function_dictionary = self._dictionaries[request.form.get('function_to_hub')]
+      return GeometryFactory('geojson',
+                             path=file_path,
+                             height_field=height_field,
+                             year_of_construction_field=year_of_construction_field,
+                             function_field=function_field,
+                             function_to_hub=function_dictionary).city
+    except KeyError:
+      return None
+
+  def _citygml(self, file_path):
+    try:
+      year_of_construction_field = request.form.get('year_of_construction_field')
+      function_field = request.form.get('function_field')
+      function_dictionary = self._dictionaries[request.form.get('function_dictionary_name')]
+      hub_crs = request.form.get('hub_crs')
+      return GeometryFactory('citygml',
+                             path=file_path,
+                             year_of_construction_field=year_of_construction_field,
+                             function_field=function_field,
+                             function_to_hub=function_dictionary,
+                             hub_crs=hub_crs).city
+    except KeyError:
+      return None
+
+  def post(self):
+    """
+    API call for performing the monthly energy balance workflow
+    """
+    session_id = request.headers.get('session-id', None)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      response_token = {'token': _session['token']}
+      tmp_path = (self._tmp_path / token).resolve()
+      response_path = (self._response_path / session_id).resolve()
+      try:
+        os.mkdir(tmp_path)
+      except FileExistsError:
+        pass
+      try:
+        os.mkdir(response_path)
+      except FileExistsError:
+        pass
+      geometry_file = request.files['geometry_file']
+      if not self._allowed_extensions(geometry_file.filename):
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Unsupported media type'}), status=415, headers=response_token)
+      filename = secure_filename(geometry_file.filename)
+      file_path = os.path.join(tmp_path, filename)
+      geometry_file.save(file_path)
+      if self._file_extension == '.geojson':
+        self._city = self._geojson(file_path)
+      else:
+        self._city = self._citygml(file_path)
+      if self._city is None:
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Bad request'}), status=400, headers=response_token)
+      ExportsFactory('glb', self._city, tmp_path).export()
+      result_files = glob.glob(f'{tmp_path}/*.glb')
+      result_zip = (response_path / f'{token}.zip').resolve()
+      with zipfile.ZipFile(result_zip, 'w') as zf:
+        for result_file in result_files:
+          zf.write(result_file, Path(result_file).name)
+    shutil.rmtree(tmp_path)
+    response = make_response(send_file(result_zip))
+    response.headers['token'] = token
+    return response

hub_api/workflow/insel_montly_energy_balance.py

@@ -1,14 +1,137 @@
+import json
+import os
+import shutil
+import subprocess
+from pathlib import Path
+
+import hub.helpers.constants as cte
+from flask import Response, request
 from flask_restful import Resource
+from hub.exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
+from hub.exports.exports_factory import ExportsFactory
+from hub.imports.construction_factory import ConstructionFactory
+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 werkzeug.utils import secure_filename
 
 from hub_api.config import Config
+from hub_api.helpers.session_helper import refresh_session
 
 
 class InselMonthlyEnergyBalance(Resource, Config):
   def __init__(self):
     super().__init__()
+    self._extensions = ['.geojson', '.gml']
+    self._tmp_path = (Path(__file__).parent / 'tmp').resolve()
+    self._city = None
+
+  def _allowed_extensions(self, filename):
+    self._file_extension = Path(filename).suffix
+    return self._file_extension in self._extensions
+
+  def _geojson(self, file_path):
+    try:
+      height_field = request.form.get('height_field')
+      year_of_construction_field = request.form.get('year_of_construction_field')
+      function_field = request.form.get('function_field')
+      function_dictionary = self._dictionaries[request.form.get('function_to_hub')]
+      return GeometryFactory('geojson',
+                             path=file_path,
+                             height_field=height_field,
+                             year_of_construction_field=year_of_construction_field,
+                             function_field=function_field,
+                             function_to_hub=function_dictionary).city
+    except KeyError:
+      return None
+
+  def _citygml(self, file_path):
+    # try:
+    year_of_construction_field = request.form.get('year_of_construction_field')
+    if year_of_construction_field == '':
+      year_of_construction_field = None
+    function_field = request.form.get('function_field')
+    if function_field == '':
+      function_field = None
+    function_dictionary = self._dictionaries[request.form.get('function_to_hub')]
+    return GeometryFactory('citygml',
+                           path=file_path,
+                           year_of_construction_field=year_of_construction_field,
+                           function_field=function_field,
+                           function_to_hub=function_dictionary).city
+  # except KeyError:
+    #  return None
 
   def post(self):
     """
     API call for performing the monthly energy balance workflow
     """
-    raise NotImplementedError()
+    session_id = request.headers.get('session-id', None)
+    token = request.headers.get('token', None)
+    application_uuid = request.headers.get('application-uuid', None)
+    _session = refresh_session(session_id, token, application_uuid)
+    if _session is None:
+      return Response(json.dumps({'error': 'unauthorized'}), status=403)
+    else:
+      response_token = {'token': _session['token']}
+      tmp_path = (self._tmp_path / token).resolve()
+      try:
+        os.mkdir(tmp_path)
+      except FileExistsError:
+        pass
+      geometry_file = request.files['geometry_file']
+      if not self._allowed_extensions(geometry_file.filename):
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Unsupported media type'}), status=415, headers=response_token)
+      filename = secure_filename(geometry_file.filename)
+      file_path = os.path.join(tmp_path, filename)
+      geometry_file.save(file_path)
+      if self._file_extension == '.geojson':
+        self._city = self._geojson(file_path)
+      else:
+        self._city = self._citygml(file_path)
+      if self._city is None:
+        shutil.rmtree(tmp_path)
+        return Response(json.dumps({'error': 'Bad request'}), status=400, headers=response_token)
+      construction_handler = request.form.get('construction_handler')
+      usage_handler = request.form.get('usage_handler')
+      WeatherFactory('epw', self._city).enrich()
+      ConstructionFactory(construction_handler, self._city).enrich()
+      UsageFactory(usage_handler, self._city).enrich()
+      ExportsFactory('sra', self._city, tmp_path).export()
+      sra_file = str((tmp_path / f'{self._city.name}_sra.xml').resolve())
+      subprocess.run([self.sra, sra_file], stdout=subprocess.DEVNULL)
+      ResultFactory('sra', self._city, tmp_path).enrich()
+      EnergyBuildingsExportsFactory('insel_monthly_energy_balance', self._city, tmp_path).export()
+      for building in self._city.buildings:
+        insel_path = (tmp_path / f'{building.name}.insel')
+        subprocess.run([self.insel, str(insel_path)], stdout=subprocess.DEVNULL)
+      ResultFactory('insel_monthly_energy_balance', self._city, tmp_path).enrich()
+      results = {}
+      for building in self._city.buildings:
+        results[building.name] = {
+          'total_heating_area': building.floor_area * building.storeys_above_ground,
+          'year_of_construction': building.year_of_construction,
+          'function': building.function,
+          'monthly_heating_demand': building.heating_demand[cte.MONTH],
+          'yearly_heating_demand': building.heating_demand[cte.YEAR],
+          'monthly_cooling_demand': building.cooling_demand[cte.MONTH],
+          'yearly_cooling_demand': building.cooling_demand[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_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_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],
+        }
+    shutil.rmtree(tmp_path)
+    return Response(json.dumps({'result': 'succeed', 'results': results}), status=200, headers=response_token)

hub_api/workflow/tmp/.gitignore

@@ -0,0 +1,2 @@
+.gitignore
+!.gitignore

requirements.txt

@@ -28,3 +28,8 @@ cerc-hub
 python-dotenv
 mapbox_earcut
 cerc-costs
+cerc-co2-emission
+werkzeug
+sqlalchemy
+pathlib
+pymongo