From b135a97ad2e7304a235bd7a948e7488939efa71a Mon Sep 17 00:00:00 2001
From: Pilar <pilar_monsalvete@yahoo.es>
Date: Tue, 26 Apr 2022 18:30:31 -0400
Subject: [PATCH] Modified workflow to include Sanam's schedules

---
 data/.gitignore                               |  1 +
 .../stochastic_schedules_importer.py          | 48 +++++++++++++++++++
 imports/customized_imports_factory.py         | 28 +++++++++++
 scripts/workshop_ep_workflow.py               | 22 ++++-----
 4 files changed, 88 insertions(+), 11 deletions(-)
 create mode 100644 data/.gitignore
 create mode 100644 imports/customized_imports/stochastic_schedules_importer.py
 create mode 100644 imports/customized_imports_factory.py

diff --git a/data/.gitignore b/data/.gitignore
new file mode 100644
index 00000000..b722e9e1
--- /dev/null
+++ b/data/.gitignore
@@ -0,0 +1 @@
+!.gitignore
\ No newline at end of file
diff --git a/imports/customized_imports/stochastic_schedules_importer.py b/imports/customized_imports/stochastic_schedules_importer.py
new file mode 100644
index 00000000..a71378e4
--- /dev/null
+++ b/imports/customized_imports/stochastic_schedules_importer.py
@@ -0,0 +1,48 @@
+"""
+StochasticSchedulesImporter
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+
+import pandas as pd
+from city_model_structure.attributes.schedule import Schedule
+import helpers.constants as cte
+
+
+class StochasticSchedulesImporter:
+  """
+  StochasticSchedulesImporter class
+  """
+  def __init__(self, city, base_path, buildings=None):
+    file = 'Occupancy_schedules_EVBuilding.xlsx'
+    path = str(base_path / file)
+    if buildings is None:
+      self._buildings = city.buildings
+    else:
+      self._buildings = buildings
+    self._xls = pd.ExcelFile(path)
+
+  def enrich_buildings(self):
+    """
+    Returns the city with the usage parameters assigned to the buildings
+    :return:
+    """
+    _daily_schedules = pd.read_excel(self._xls, nrows=261, usecols="A:Y")
+    year = []
+    for day in range(1, 262):
+      values = _daily_schedules.iloc[day-1][1:].to_numpy()
+      year.extend(values)
+    schedule = Schedule()
+    schedule.values = year
+    schedule.type = cte.OCCUPANCY
+    schedule.time_range = cte.YEAR
+    schedule.time_step = cte.HOUR
+    schedule.data_type = cte.FRACTION
+
+    for building in self._buildings:
+      for internal_zone in building.internal_zones:
+        for thermal_zone in internal_zone.thermal_zones:
+          occupancy = thermal_zone.occupancy
+          occupancy.occupancy_schedules = [schedule]
diff --git a/imports/customized_imports_factory.py b/imports/customized_imports_factory.py
new file mode 100644
index 00000000..a070c095
--- /dev/null
+++ b/imports/customized_imports_factory.py
@@ -0,0 +1,28 @@
+"""
+CustomizedImportsFactory is used to import any information using user customized formats
+This factory can only be called after calling the construction factory.
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+from pathlib import Path
+
+
+class CustomizedImportsFactory:
+  """
+  CustomizedImportsFactory class
+  """
+  def __init__(self, importer_class, city, base_path=None):
+    if base_path is None:
+      base_path = Path('C:/Users/Pilar/Documents/Pycharm_repository/Workshops/ep_workflow/inputs/')
+    self._importer_class = importer_class
+    self._city = city
+    self._base_path = base_path
+
+  def enrich(self):
+    """
+    Returns the class that will enrich the city given
+    :return: Class
+    """
+    importer = self._importer_class(self._city, self._base_path)
+    return importer.enrich_buildings()
diff --git a/scripts/workshop_ep_workflow.py b/scripts/workshop_ep_workflow.py
index 34813d1e..a35b7010 100644
--- a/scripts/workshop_ep_workflow.py
+++ b/scripts/workshop_ep_workflow.py
@@ -1,22 +1,22 @@
 import sys
-sys.path.append('/home/guille/Projects/Concordia/libs')
+sys.path.append('C:/Users/Pilar/PycharmProjects/libs')
+
 from imports.geometry_factory import GeometryFactory
 from imports.construction_factory import ConstructionFactory
 from imports.usage_factory import UsageFactory
-from imports.schedules_factory import SchedulesFactory
 from exports.exports_factory import ExportsFactory
+from imports.customized_imports_factory import CustomizedImportsFactory
+from imports.customized_imports.stochastic_schedules_importer import StochasticSchedulesImporter as ssi
 
 
-city = GeometryFactory('citygml', '/home/guille/Documents/Concordia/EP_Workflow/one_building_in_kelowna.gml').city
+city = GeometryFactory('citygml', 'C:/Users/Pilar/Documents/Pycharm_repository/Workshops/ep_workflow/'
+                                  'inputs/one_building_in_kelowna.gml').city
+for building in city.buildings:
+  building.year_of_construction = 2006
 ConstructionFactory('nrel', city).enrich()
 UsageFactory('comnet', city).enrich()
-SchedulesFactory('comnet', city).enrich()
-for building in city.buildings:
-  for usage in building.usage_zones:
-    if usage.cooling_setpoint is None:
-      usage.cooling_setpoint = 22.0
-    if usage.heating_setpoint is None:
-      usage.heating_setpoint = 22.0
+CustomizedImportsFactory(ssi, city).enrich()
 
-_idf = ExportsFactory('idf', city, '/home/guille/Documents/Concordia/EP_Workflow/outputs/').export()
+_idf = ExportsFactory('idf', city,
+                      'C:/Users/Pilar/Documents/Pycharm_repository/Workshops/ep_workflow/outputs/').export_debug()
 _idf.run()