city_retrofit/imports/schedules/doe_idf.py

"""
Building test
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Guille Gutierrez Morote Guillermo.GutierrezMorote@concordia.ca
Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
"""

import pandas as pd
import parseidf
import xmltodict
from imports.schedules.helpers.schedules_helper import SchedulesHelper
from city_model_structure.attributes.schedule import Schedule
from city_model_structure.building_demand.occupancy import Occupancy
from city_model_structure.building_demand.lighting import Lighting
from city_model_structure.building_demand.thermal_control import ThermalControl
import helpers.constants as cte


class DoeIdf:
  """
  Idf factory to import schedules into the data model
  """
  # todo: shouldn't this be in the schedule helper class????
  idf_schedule_to_standard_schedule = {'BLDG_LIGHT_SCH': cte.LIGHTING,
                                       'BLDG_OCC_SCH_wo_SB': cte.OCCUPANCY,
                                       'BLDG_EQUIP_SCH': cte.EQUIPMENT,
                                       'ACTIVITY_SCH': cte.ACTIVITY,
                                       'INFIL_QUARTER_ON_SCH': cte.INFILTRATION}

  # todo: @Guille -> in idf the types can be written in capital letters or low case, but both should be accepted.
  #  How is that solved?? Of course not like this
  idf_data_type_to_standard_data_type = {'Fraction': cte.FRACTION,
                                         'fraction': cte.FRACTION,
                                         'Any Number': cte.ANY_NUMBER,
                                         'ON/OFF': cte.ON_OFF,
                                         'On/Off': cte.ON_OFF,
                                         'Temperature': cte.TEMPERATURE,
                                         'Humidity': cte.HUMIDITY,
                                         'Control Type': cte.CONTROL_TYPE}

  _SCHEDULE_COMPACT_TYPE = 'SCHEDULE:COMPACT'
  _SCHEDULE_TYPE_NAME = 1
  _SCHEDULE_TYPE_DATA_TYPE = 2

  def __init__(self, city, base_path, doe_idf_file):
    self._hours = []
    panda_hours = pd.timedelta_range(0, periods=24, freq='H')
    for _, hour in enumerate(panda_hours):
      self._hours.append(str(hour).replace('0 days ', '').replace(':00:00', ':00'))
    self._city = city

    path = str(base_path / doe_idf_file)
    with open(path) as xml:
      self._schedule_library = xmltodict.parse(xml.read())

    for building in self._city.buildings:
      for internal_zone in building.internal_zones:
        for usage_zone in internal_zone.usage_zones:
          for schedule_archetype in self._schedule_library['archetypes']['archetypes']:
            function = schedule_archetype['@building_type']
            if SchedulesHelper.usage_from_function(function) == usage_zone.usage:
              self._idf_schedules_path = (base_path / schedule_archetype['idf']['path']).resolve()
              with open(self._idf_schedules_path, 'r') as file:
                idf = parseidf.parse(file.read())
              self._load_schedule(idf, usage_zone)
              break

  def _load_schedule(self, idf, usage_zone):
    schedules_day = {}
    schedules = []
    for compact_schedule in idf[self._SCHEDULE_COMPACT_TYPE]:
      schedule = Schedule()
      schedule.time_step = cte.HOUR
      schedule.time_range = cte.DAY
      if compact_schedule[self._SCHEDULE_TYPE_NAME] in self.idf_schedule_to_standard_schedule:
        schedule.type = self.idf_schedule_to_standard_schedule[compact_schedule[self._SCHEDULE_TYPE_NAME]]
        schedule.data_type = self.idf_data_type_to_standard_data_type[compact_schedule[self._SCHEDULE_TYPE_DATA_TYPE]]
      else:
        continue

      days_index = []
      days_schedules = []
      for position, elements in enumerate(compact_schedule):
        element_title = elements.title().replace('For: ', '')
        if elements.title() != element_title:
          days_index.append(position)
        # store a cleaned version of the compact schedule
        days_schedules.append(element_title)
      days_index.append(len(days_schedules))

      # save schedule
      values = []
      for i, day_index in enumerate(days_index):
        if day_index == len(days_schedules):
          break
        schedules_day[f'{days_schedules[day_index]}'] = []
        hour_index = 0
        for hours_values in range(day_index + 1, days_index[i + 1] - 1, 2):
          # Create 24h sequence
          for index, hour in enumerate(self._hours[hour_index:]):
            hour_formatted = days_schedules[hours_values].replace("Until: ", "")
            if len(hour_formatted) == 4:
              hour_formatted = f'0{hour_formatted}'
            if hour == hour_formatted:
              hour_index += index
              break
            entry = days_schedules[hours_values + 1]
            schedules_day[f'{days_schedules[day_index]}'].append(entry)

        for entry in schedules_day[f'{days_schedules[day_index]}']:
          values.append(entry)

        schedule.values = values

        if 'Weekdays' in days_schedules[day_index]:
          schedule.day_types = [cte.MONDAY, cte.TUESDAY, cte.WEDNESDAY, cte.THURSDAY, cte.FRIDAY]

        elif 'Alldays' in days_schedules[day_index]:
          schedule.day_types = [cte.MONDAY, cte.TUESDAY, cte.WEDNESDAY, cte.THURSDAY, cte.FRIDAY, cte.SATURDAY,
                                cte.SUNDAY]

        elif 'Weekends' in days_schedules[day_index]:
          # Weekends schedule present so let's re set the values
          schedule.day_types = [cte.SATURDAY, cte.SUNDAY]

        elif 'Saturday' in days_schedules[day_index]:
          schedule.day_types = [cte.SATURDAY]

        elif 'Sunday' in days_schedules[day_index]:
          schedule.day_types = [cte.SUNDAY]

        else:
          continue
      schedules.append(schedule)

    for schedule in schedules:
      if schedule.type == cte.OCCUPANCY:
        if usage_zone.occupancy is None:
          usage_zone.occupancy = Occupancy()
        usage_zone.occupancy.occupancy_schedules = [schedule]
      elif schedule.type == cte.LIGHTING:
        if usage_zone.lighting is None:
          usage_zone.lighting = Lighting()
        usage_zone.lighting.schedules = [schedule]
      elif schedule.type == cte.HVAC_AVAILABILITY:
        if usage_zone.thermal_control is None:
          usage_zone.thermal_control = ThermalControl()
        usage_zone.thermal_control.hvac_availability_schedules = [schedule]