debug and new functions

Author: weilix88

.idea/workspace.xml

@@ -99,7 +99,6 @@ def new_parametric_job(self, project_key, model_key=""):
         :param model_key: required param.
         :return: a parametric job object
         :rtype: ParametricJob or None
-
         """
         pj = helpers.parametric_job.ParametricJob(project_key, model_key, self._base_url, self._logger)
         return pj

BuildSimHubAPI/buildsimhub.py

@@ -5,4 +5,6 @@
 from .simulation_job import SimulationJob
 from .simulation_type import SimulationType
 from .class_template import ClassTemplate
+from .design_template import DesignTemplate
+from .eplus_object import EnergyPlusObject
 

BuildSimHubAPI/helpers/__init__.py

@@ -5,6 +5,7 @@
 from .httpurllib import request_post
 from .httpurllib import make_url
 from .class_template import ClassTemplate
+from .eplus_object import EnergyPlusObject
 
 
 class Model(object):
@@ -454,7 +455,7 @@ def bldg_orientation(self):
         else:
             return -1
 
-    def hvac_swap(self, temp_dir, autosize=True, select_sys=None):
+    def hvac_swap(self, temp_dir=None, hvac_type=1, autosize=True, select_sys=None, zone_group=None):
         """
         Test function - do not use it
         """
@@ -464,13 +465,10 @@ def hvac_swap(self, temp_dir, autosize=True, select_sys=None):
         if len(test) is 3:
             track = "track_token"
 
-        files = dict()
-        if temp_dir is not None:
-            files['model'] = open(temp_dir, 'rb')
-
         payload = {
             'project_api_key': self._project_api_key,
-            track: self._track_token
+            track: self._track_token,
+            'hvac_type': hvac_type
         }
 
         if autosize is True:
@@ -481,7 +479,15 @@ def hvac_swap(self, temp_dir, autosize=True, select_sys=None):
         if select_sys is not None:
             payload['select_system'] = select_sys
 
-        r = request_post(url, params=payload, files=files)
+        if zone_group is not None:
+            payload['zone_group'] = zone_group
+
+        if temp_dir is not None:
+            files = dict()
+            files['model'] = open(temp_dir, 'rb')
+            r = request_post(url, params=payload, files=files)
+        else:
+            r = request_post(url, params=payload)
         resp_json = r.json()
         if r.status_code > 200:
             # log action
@@ -504,13 +510,15 @@ def hvac_swap(self, temp_dir, autosize=True, select_sys=None):
                     print('Name: ' + sys['hvac'] + ', Type: ' + sys['object'])
                     print('Description: ' + sys['description'])
                     print('Supply: ')
-                    supply = sys['supply']
-                    for supply_comp in supply:
-                        print(supply_comp)
+                    if 'supply' in sys:
+                        supply = sys['supply']
+                        for supply_comp in supply:
+                            print(supply_comp)
                     print('Demand: ')
-                    demand = sys['demand']
-                    for demand_comp in demand:
-                        print(demand_comp)
+                    if 'demand' in sys:
+                        demand = sys['demand']
+                        for demand_comp in demand:
+                            print(demand_comp)
                     print('BuildSim choose the first listed system for merge.')
             print(data['message'])
 
@@ -859,6 +867,58 @@ def zone_load(self, zone_name=None):
         else:
             return -1
 
+    def add_object(self, object_array):
+        """
+        add objects to the energy model
+
+        :param object_array: the array of EnergyPlusObject class
+        :return:
+        """
+        # validation
+        idf_data = list()
+        for template in object_array:
+            if not isinstance(template, EnergyPlusObject):
+                print("The add object must be type of EnergyPlusObject")
+                raise Exception("Type error")
+            else:
+                temp_obj = template.get_object()
+                idf_data.append(temp_obj)
+
+        url = self._base_url + 'AddNewObjects_API'
+        track = "folder_api_key"
+        test = self._track_token.split("-")
+        if len(test) is 3:
+            track = "track_token"
+        payload = {
+            'project_api_key': self._project_api_key,
+            track: self._track_token,
+            'object_list': idf_data
+        }
+
+        print(payload)
+        r = request_post(url, params=payload)
+        if r.status_code == 200:
+            data = r.json()
+            print(data['message'])
+
+            # log action
+            if self._logger is not None:
+                self._logger.write_in_message('Model', 'AddNewObjects_API', self._project_api_key,
+                                              self._track_token, r.status_code, data['tracking'])
+
+            return data['tracking']
+        else:
+            r_json = r.json()
+            # log action
+            if self._logger is not None:
+                self._logger.write_in_message('Model', 'AddModifyZone', self._project_api_key,
+                                              self._track_token, r.status_code, 'error')
+            try:
+                print('Code: ' + str(r.status_code) + ' message: ' + r_json['error_msg'])
+            except TypeError:
+                print(r_json)
+            return False
+
     def add_modify_zone(self, zone_list, template_array):
         """
         add and modify object according to zone

BuildSimHubAPI/helpers/__pycache__/energy_model.cpython-36.pyc

@@ -0,0 +1,21 @@
+
+class EnergyPlusObject(object):
+
+    def __init__(self, class_label):
+        self._object = dict()
+        self._object['class_label'] = class_label
+        self._values = list()
+        self._comment = list()
+
+    def add_field(self, field, comment=None):
+        self._values.append(str(field))
+        if comment is None:
+            self._comment.append("")
+        else:
+            self._comment.append(comment)
+
+    def get_object(self):
+        self._object['value_array'] = self._values
+        self._object['comment_array'] = self._comment
+        return self._object
+

BuildSimHubAPI/measures/design_template.py BuildSimHubAPI/helpers/design_template.py

@@ -279,8 +279,6 @@ def run(self, file_dir, epw_dir=None, add_files=None, unit='ip', design_conditio
                         time.sleep(5)
                         print("Submitting the model number: " + str(i + 1))
                         temp_files = self._decode_model_and_epw(file_dir[i], None)
-                        if 'schedule_csv' in files:
-                            temp_files['schedule_csv'] = files['schedule_csv']
                         r = request_post(url, params=payload, files=temp_files)
                         if self._http_code_check(r):
                             resp_json = r.json()

BuildSimHubAPI/helpers/energy_model.py

@@ -28,6 +28,5 @@
 from .heat_recovery import HeatRecovery
 from .hvac_template import HVACTemplate
 from .displacement_ventilation import DisplacementVentilation
-from .design_template import DesignTemplate
 from .customized_measure import CustomizedMeasure
 from .discrete_measure_option_template import DiscreteMeasureOptionTemplate

BuildSimHubAPI/helpers/eplus_object.py

@@ -42,6 +42,27 @@ def add_class_template_modify(self, class_label, template, class_name=None):
         self._template_group.append(template)
         return True
 
+    def add_class_template_add(self, class_label, template):
+        """
+        Add the template for an EnergyPlus class and do add operation
+
+        delete operation means this template removes existing classes that matches
+        class_label (e.g. Lights) or matches class_label (e.g. Lights) and class_name (SPACE1-1 Lights)
+
+        measure_template.add_class_template_delete('ElectricEquipment', 'PLENUM1 Electric')
+        This will deletes the EnergyPlus class: ElectricEquipment with the name of PLENUM1 Electric
+
+        :param class_label: EnergyPlus class label, e.g. ElectricEquipment
+        :param template: dictionary - the full data
+        :return: True if added, False otherwise
+        """
+        add_temp = dict()
+        add_temp['operation'] = 'add'
+        add_temp['class_label'] = class_label
+        add_temp['add_data'] = template
+        self._template_group.append(add_temp)
+        return True
+
     def add_class_template_delete(self, class_label, class_name=None):
         """
         Add the template for an EnergyPlus class and do delete operation

BuildSimHubAPI/helpers/simulation_job.py

@@ -1,4 +1,4 @@
-from BuildSimHubAPI.measures.design_template import DesignTemplate
+from BuildSimHubAPI.helpers.design_template import DesignTemplate
 
 
 class ModelAction(object):

BuildSimHubAPI/measures/__init__.py

@@ -62,6 +62,21 @@ def __init__(self, data):
     def pandas_df(self):
         return self._df
 
+    def get_cell_unit(self, col_name=None, row_name=None):
+        if col_name is None and row_name is None:
+            raise Exception("No cell or col or row is specified.")
+
+        if col_name is None and row_name is not None:
+            unit_row_dict = self._unit_dict[row_name]
+            for k, v in unit_row_dict.items():
+                return v
+
+        if row_name is None and col_name is not None:
+            for k, v in self._unit_dict.items():
+                return self._unit_dict[k][col_name]
+
+        return self._unit_dict[row_name][col_name]
+
     def table_bar_chart_plot(self, orientation='column', title='Table bar plot', image_name='bar_table', skip_rows=None,
                              skip_cols=None):
         try:

BuildSimHubAPI/measures/discrete_measure_option_template.py

@@ -0,0 +1,7 @@
+ScheduleTypeLimits,
+    Fraction,                !- Name
+    0,                       !- Lower Limit Value
+    1,                       !- Upper Limit Value
+    Continuous,              !- Numeric Type
+    Dimensionless;           !- Unit Type
+

BuildSimHubAPI/measures/model_action.py

@@ -0,0 +1 @@
+Function entered

BuildSimHubAPI/postprocess/html_table_plot.py

@@ -80,6 +80,7 @@ def main(model_selector):
         for j in range(len(data_store[i])):
             for z in range(len(data_store[i][j])):
                 clf = model[model_selector]
+                print(data_store[i][j][z])
                 X_train = np.asarray(data_store[i][j][z]).reshape(-1, 1)
                 clf.fit(X_train)
                 y_train_pred = clf.labels_

buildsimdata/D:\Chrome Download\ss\fanCoil_414.csv.schedule.idf

@@ -60,7 +60,6 @@ def process_data_given_unit(input_file_name, output_file_name, quantity, calcula
         export_df.to_csv(output_file_name)
 
     else:
-        print("here")
         minRange = list()
         for i in range(int(60/quantity)):
             minRange.insert(0, quantity*i)
@@ -127,7 +126,9 @@ def process_data_given_unit(input_file_name, output_file_name, quantity, calcula
     logger.info('Current Resolution %d', 1)
     logger.info('Converted Resolution %d', quantity)
 
+
 def main():
     process_data_given_unit('pow_lighting_raw.csv', 'result.csv', 12, 'sum')
 
+
 main()

buildsimdata/calculate.log

@@ -1,16 +1,13 @@
 # https://github.com/WillKoehrsen/feature-selector/blob/master/Feature%20Selector%20Usage.ipynb
 import pandas as pd
 from datetime import datetime
-from sklearn.neighbors import KNeighborsClassifier
-from .feature_selector import FeatureSelector
-from sklearn.feature_selection import VarianceThreshold
-from sklearn.neighbors import KNeighborsClassifier
+from feature_selector import FeatureSelector
 import math
 from sklearn.neighbors import KNeighborsRegressor
 import numpy as np
 
 
-df = pd.read_csv('../../Bldg101_2014_10m_NA10%.csv')
+df = pd.read_csv('/Users/weilixu/Desktop/Bldg101_2014_10m_NA10.csv')
 # test_missing = pd.read_excel('../missingdata/PI_Bldg101_Webctrl_Points.xlsx')
 
 # Feature Selection - remove single value and high correlation variable

buildsimdata/convert_hourly_to_weekly.py

@@ -3,16 +3,17 @@
 import BuildSimHubAPI.postprocess as pp
 
 # project_key can be found in every project (click the information icon next to project name)
-project_api_key = 'f98aadb3-254f-428d-a321-82a6e4b9424c'
+project_api_key = '48d36077-89fe-4958-9f51-27a025c530ca'
 # model_key can be found in each model information bar
-model_api_key = '60952acf-bde2-44fa-9883-a0a78bf9eb56'
+model_api_key = '17a01cbf-f764-44c8-8d80-4fa7959b420f'
 
 # initialize the client
 bsh = bshapi.BuildSimHubAPIClient()
 results = bsh.model_results(project_api_key, model_api_key)
 
-table_data = results.html_table('Annual Building Utility Performance Summary', 'End Uses')
+table_data = results.html_table('Component Sizing Summary', 'Fan:OnOff')
 data = pp.HTMLTable(table_data)
 df = data.pandas_df()
 
-data.table_bar_chart_plot(orientation='row', skip_rows=['Total End Uses'], title='End Uses', image_name='bar_table')
+print(data.get_cell_unit('Design Size Maximum Flow Rate', '28:MECHANICAL PTAC SUPPLY FAN'))
+print(df.to_string())

buildsimdata/data_resolution.py

@@ -0,0 +1,15 @@
+import BuildSimHubAPI as bshapi
+
+# project_key can be found in every project (click the information icon next to project name)
+project_api_key = 'c39dceed-242b-4ea3-9fd4-e2076f89c29b'
+# model_key can be found in each model information bar
+model_api_key = '9e699206-3ee4-48e4-b80a-d9d103ce23ef'
+
+# initialize the client
+bsh = bshapi.BuildSimHubAPIClient()
+results = bsh.model_results(project_api_key, model_api_key)
+id = results.hvac_swap('/Users/weilixu/Desktop/doasvrf.idf')
+
+sim_update = bsh.new_simulation_job(project_api_key)
+update_model = sim_update.run_model_simulation(id, track=True)
+print(update_model.net_site_eui())

buildsimdata/missing_data_imputation.py

@@ -0,0 +1,36 @@
+
+import BuildSimHubAPI as bshapi
+import pandas as pd
+
+# project_key can be found in every project (click the information icon next to project name)
+project_api_key = 'c39dceed-242b-4ea3-9fd4-e2076f89c29b'
+# model_key can be found in each model information bar
+model_api_key = 'dca5f246-e6b5-44de-8a31-b9e27e28a633'
+
+# initialize the client
+bsh = bshapi.BuildSimHubAPIClient()
+results = bsh.model_results(project_api_key, model_api_key)
+zone_list = results.zone_list()
+
+zone_group = dict()
+for zone in zone_list:
+    zone_group[zone['zone_name']] = dict()
+    zone_group[zone['zone_name']]['ventilation'] = 'testzone'
+    floor = zone['floor']
+    if floor == 2:
+        zone_group[zone['zone_name']]['heating'] = 'test2zone'
+        zone_group[zone['zone_name']]['cooling'] = 'test2zone'
+    else:
+        zone_group[zone['zone_name']]['heating'] = 'test3zone'
+        zone_group[zone['zone_name']]['cooling'] = 'test3zone'
+
+print(zone_group)
+
+id = results.hvac_swap('/Users/weilixu/Desktop/doasfancoil.idf', zone_group=zone_group)
+
+sim_update = bsh.new_simulation_job(project_api_key)
+update_model = sim_update.run_model_simulation(id, track=True)
+print(update_model.net_site_eui())
+
+
+