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bpd_api.py
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bpd_api.py
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import json
import requests
from config import *
def bpd_analyze_peers(payload_data):
bpd_analyze_peers_url = BPD_API_BASEURL + '/peers/'
# '22206','22301','22302','22304','22305','22311','22314'
payload = {
'filters': payload_data,
'auto_bin': False,
'eui_type': 'total_site_consumption'
}
###################
# Example payload #
###################
# payload = {
# 'filters': {
# 'state': ['VA'],
# 'classification_type': ['Commercial'],
# 'zip_code': ['22206','22301','22302','22304','22305','22311','22314']
# },
# 'auto_bin': False,
# 'eui_type': 'total_site_consumption'
# }
response = requests.post(bpd_analyze_peers_url, data=json.dumps(payload), headers=BPD_API_HEADERS)
return response.text
def bpd_analyze_counts_per_states(payload_data):
bpd_analyze_counts_per_states_url = BPD_API_BASEURL + '/counts-per-states/'
payload = {'filters': payload_data}
response = requests.post(bpd_analyze_counts_per_states_url, data=json.dumps(payload), headers=BPD_API_HEADERS)
return response.text
def bdp_analyze_compare_eui(payload_data, building_system, from_technology, to_technology):
bpd_analyze_compare_eui_url = BPD_API_BASEURL + '/compare/eui/'
payload = {
'filters': payload_data,
'building_system': building_system,
'from': from_technology,
'to': to_technology
}
response = requests.post(bpd_analyze_compare_eui_url, data=json.dumps(payload), headers=BPD_API_HEADERS)
return response.text
def bpd_construct_filter(payload_data):
classification_type = ['Commercial', 'Residential']
facility_type = ['Agricultural','Commercial - Uncategorized','Convenience store','Convenience store with gas station','Data Center', 'Education - College or university','Education - Elementary or middle school','Education - High school','Education - Other classroom','Education - Preschool or daycare','Education - Uncategorized','Food Sales','Food Service - Other','Food Service - Restaurant or cafeteria','Food Service - Bakery','Food Service - Fast food','Food Service - Uncategorized','Grocery store or food market','Health Care - Inpatient','Health Care - Outpatient Clinic','Health Care - Outpatient Diagnostic','Health Care - Outpatient Uncategorized','Health Care - Uncategorized','Industrial','Laboratory','Lodging - Hotel','Lodging - Dormitory or fraternity/sorority','Lodging - Motel or inn','Lodging - Other','Lodging - Uncategorized','Nursing Home','Office - Administrative or Professional','Office - Bank or other financial','Office - Government','Office - Medical non diagnostic','Office - Mixed use','Office - Other','Office - Uncategorized','Other','Parking Garage','Public Assembly - Arena','Public Assembly - Drama theater','Public Assembly - Entertainment/culture','Public Assembly - Large Hall','Public Assembly - Library','Public Assembly - Movie Theater','Public Assembly - Recreation','Public Assembly - Social/meeting','Public Assembly - Uncategorized','Public Safety - Courthouse','Public Safety - Fire or police station','Public Safety - Uncategorized','Religious worship','Residential','Retail - Big Box (> 50K sf)','Retail - Enclosed mall','Retail - Other than mall','Retail - Small Box (< 50K sf)','Retail - Strip shopping mall','Retail - Uncategorized','Retail - Vehicle dealership/showroom','Service - Industrial shop','Service - Post office or postal center','Service - Repair shop','Service - Art/Video/Photography Studio','Service - Dry-cleaning or Laundry','Service - Other service','Service - Uncategorized','Service - Vehicle service/repair shop','Transportation Terminal','Vacant','Warehouse - Distribution or Shipping center','Warehouse - Non-refrigerated','Warehouse - Refrigerated','Warehouse - Self-storage','Warehouse - Uncategorized','2-4 Unit Building','5+ Unit Building','Apartment Unit','Manufactured Home','Multifamily - Condominiums','Multifamily - Uncategorized','Other','Single Family - Attached','Single Family - Detached','Single Family - Uncategorized','Unknown']
floor_area = None # range (square meters)
year_built = None # range
hours_occupied = None # range (0 to 168)
number_of_people = None # range
climate_zone = ['1A Very Hot - Humid (Miami-FL)','2A Hot - Humid (Houston-TX)','2B Hot - Dry (Phoenix-AZ)','3A Warm - Humid (Memphis-TN)','3B Warm - Dry (El Paso-TX)','3C Warm - Marine (San Francisco-CA)','4A Mixed - Humid (Baltimore-MD)','4B Mixed - Dry (Albuquerque-NM)','4C Mixed - Marine (Salem-OR)','5A Cool - Humid (Chicago-IL)','5B Cool - Dry (Boise-ID)','6A Cold - Humid (Burlington-VT)','6B Cold -Dry (Helena-MT)','7 Very Cold (Duluth-MN)','8 Subarctic (Fairbanks-AK)']
state = ['AL','AK','AZ','AR','CA','CO','CT','DE','DC','FL','GA','HI','ID','IL','IN','IA','KS','KY','LA','ME','MD','MA','MI','MN','MS','MO','MT','NE','NV','NH','NJ','NM','NY','NC','ND','OH','OK','OR','PA','RI','SC','SD','TN','TX','UT','VT','VA','WA','WV','WI','WY','PR']
zip_code = ['22206','22301','22302','22304','22305','22311','22314']
lighting = ['Compact Fluorescent','Fluorescent - T12','Fluorescent - T5','Fluorescent - T8','Fluorescent - Uncategorized','Halogen','High intensity discharge (HID)','Incandescent','LED','Mercury Vapor','Metal Halide','Other Or Combination','Sodium - High Pressure','Sodium - Low Pressure','Unknown']
heating = ['Boiler - Hot Water','Boiler - Steam','Boiler - Uncategorized','Central Heating','District Hot Water','District Steam','Furnace','Heat Pump - Air Source','Heat Pump - Ground Source','Heat Pump - Uncategorized','Heat Pump - Water Loop','No Heating','Other Or Combination','PTAC','Perimeter Baseboard','Radiator','Resistance Heating','Unknown']
cooling = ['Central Air Conditioning','Chiller - Absorption','Chiller - Engine Driven','Chiller - Turbine Driven','Chiller - Uncategorized','Condenser','Cooling Tower - Closed','Cooling Tower - Open','Cooling Tower - Uncategorized','District Chilled Water','Evaporative Cooler','Heat Pump - Air Source','Heat Pump - Ground Source','Heat Pump - Uncategorized','Heat Pump - Water Loop','No cooling','Other Or Combination','PTAC','Packaged Direct Expansion','Split AC System','Unknown']
window_glass_type = ['Clear','High Performance','Low-e','Other Or Combination','Reflective','Tinted','Unknown']
window_glass_layers = ['Double-pane','Multi-layered','Other Or Combination','Single-pane','Triple-pane','Unknown']
air_flow_control = ['Constant Volume','Unknown','Variable Volume']
wall_insulation_r_value = None # range (0 to 80)
roof_ceiling = ['Asphalt/fiberglass/other shingles','Built-up','Concrete','Cool Roof','Metal surfacing','Other Or Combination','Plastic/rubber/synthetic sheeting','Slate or tile shingles','Unknown','Wood shingles/shakes/other wood']
if __name__ == "__main__":
payload = {'state': ['VA'],'classification_type': ['Commercial'],'zip_code': ['22206','22301','22302','22304','22305','22311','22314']}
print bpd_analyze_peers(payload)
print bpd_analyze_counts_per_states(payload)
#print bpd_analyze_compare_eui(payload, '')
# classification_type:
# - Commercial
# - Residential
# facility_type:
# - Agricultural
# - Commercial - Uncategorized
# - Convenience store
# - Convenience store with gas station
# - Data Center
# - Education - College or university
# - Education - Elementary or middle school
# - Education - High school
# - Education - Other classroom
# - Education - Preschool or daycare
# - Education - Uncategorized
# - Food Sales
# - Food Service - Other
# - Food Service - Restaurant or cafeteria
# - Food Service - Bakery
# - Food Service - Fast food
# Food Service - Uncategorized
# Grocery store or food market
# Health Care - Inpatient
# Health Care - Outpatient Clinic
# Health Care - Outpatient Diagnostic
# Health Care - Outpatient Uncategorized
# Health Care - Uncategorized
# Industrial
# Laboratory
# Lodging - Hotel
# Lodging - Dormitory or fraternity/sorority
# Lodging - Motel or inn
# Lodging - Other
# Lodging - Uncategorized
# Nursing Home
# Office - Administrative or Professional
# Office - Bank or other financial
# Office - Government
# Office - Medical non diagnostic
# Office - Mixed use
# Office - Other
# Office - Uncategorized
# Other
# Parking Garage
# Public Assembly - Arena
# Public Assembly - Drama theater
# Public Assembly - Entertainment/culture
# Public Assembly - Large Hall
# Public Assembly - Library
# Public Assembly - Movie Theater
# Public Assembly - Recreation
# Public Assembly - Social/meeting
# Public Assembly - Uncategorized
# Public Safety - Courthouse
# Public Safety - Fire or police station
# Public Safety - Uncategorized
# Religious worship
# Residential
# Retail - Big Box (> 50K sf)
# Retail - Enclosed mall
# Retail - Other than mall
# Retail - Small Box (< 50K sf)
# Retail - Strip shopping mall
# Retail - Uncategorized
# Retail - Vehicle dealership/showroom
# Service - Industrial shop
# Service - Post office or postal center
# Service - Repair shop
# Service - Art/Video/Photography Studio
# Service - Dry-cleaning or Laundry
# Service - Other service
# Service - Uncategorized
# Service - Vehicle service/repair shop
# Transportation Terminal
# Vacant
# Warehouse - Distribution or Shipping center
# Warehouse - Non-refrigerated
# Warehouse - Refrigerated
# Warehouse - Self-storage
# Warehouse - Uncategorized
# 2-4 Unit Building
# 5+ Unit Building
# Apartment Unit
# Manufactured Home
# Multifamily - Condominiums
# Multifamily - Uncategorized
# Other
# Single Family - Attached
# Single Family - Detached
# Single Family - Uncategorized
# Unknown
# floor_area
# range (square meters)
# year_built
# range
# hours_occupied
# range (0 to 168)
# number_of_people
# range
# climate_zone
# 1A Very Hot - Humid (Miami-FL)
# 2A Hot - Humid (Houston-TX)
# 2B Hot - Dry (Phoenix-AZ)
# 3A Warm - Humid (Memphis-TN)
# 3B Warm - Dry (El Paso-TX)
# 3C Warm - Marine (San Francisco-CA)
# 4A Mixed - Humid (Baltimore-MD)
# 4B Mixed - Dry (Albuquerque-NM)
# 4C Mixed - Marine (Salem-OR)
# 5A Cool - Humid (Chicago-IL)
# 5B Cool - Dry (Boise-ID)
# 6A Cold - Humid (Burlington-VT)
# 6B Cold -Dry (Helena-MT)
# 7 Very Cold (Duluth-MN)
# 8 Subarctic (Fairbanks-AK)
# state
# AL
# AK
# AZ
# AR
# CA
# CO
# CT
# DE
# DC
# FL
# GA
# HI
# ID
# IL
# IN
# IA
# KS
# KY
# LA
# ME
# MD
# MA
# MI
# MN
# MS
# MO
# MT
# NE
# NV
# NH
# NJ
# NM
# NY
# NC
# ND
# OH
# OK
# OR
# PA
# RI
# SC
# SD
# TN
# TX
# UT
# VT
# VA
# WA
# WV
# WI
# WY
# PR
# zip_code
# JSON list of zip codes as strings (see example above)
# lighting
# Compact Fluorescent
# Fluorescent - T12
# Fluorescent - T5
# Fluorescent - T8
# Fluorescent - Uncategorized
# Halogen
# High intensity discharge (HID)
# Incandescent
# LED
# Mercury Vapor
# Metal Halide
# Other Or Combination
# Sodium - High Pressure
# Sodium - Low Pressure
# Unknown
# heating
# Boiler - Hot Water
# Boiler - Steam
# Boiler - Uncategorized
# Central Heating
# District Hot Water
# District Steam
# Furnace
# Heat Pump - Air Source
# Heat Pump - Ground Source
# Heat Pump - Uncategorized
# Heat Pump - Water Loop
# No Heating
# Other Or Combination
# PTAC
# Perimeter Baseboard
# Radiator
# Resistance Heating
# Unknown
# cooling
# Central Air Conditioning
# Chiller - Absorption
# Chiller - Engine Driven
# Chiller - Turbine Driven
# Chiller - Uncategorized
# Condenser
# Cooling Tower - Closed
# Cooling Tower - Open
# Cooling Tower - Uncategorized
# District Chilled Water
# Evaporative Cooler
# Heat Pump - Air Source
# Heat Pump - Ground Source
# Heat Pump - Uncategorized
# Heat Pump - Water Loop
# No cooling
# Other Or Combination
# PTAC
# Packaged Direct Expansion
# Split AC System
# Unknown
# window_glass_type
# Clear
# High Performance
# Low-e
# Other Or Combination
# Reflective
# Tinted
# Unknown
# window_glass_layers
# Double-pane
# Multi-layered
# Other Or Combination
# Single-pane
# Triple-pane
# Unknown
# air_flow_control
# Constant Volume
# Unknown
# Variable Volume
# wall_insulation_r_value
# range (0 to 80)
# roof_ceiling
# Asphalt/fiberglass/other shingles
# Built-up
# Concrete
# Cool Roof
# Metal surfacing
# Other Or Combination
# Plastic/rubber/synthetic sheeting
# Slate or tile shingles
# Unknown
# Wood shingles/shakes/other wood