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# Runner script for all modules
from load_data import load_sensor_data # module 1
from house_info import HouseInfo # module 2
from datetime import datetime, date
from temperature_info import TemperatureData # module 3
from humidity_info import HumidityData # module 4
from statistics import mean
from particle_count_info import ParticleData
from energy_info import EnergyData # module 5
#######################################
# Do not remove these two lines
# if you do, it will break the unittest
data = []
print("Sensor Data App")
#######################################
# YOUR CODE HERE
# Module 1
data = load_sensor_data()
print("Loaded records: {}".format(len(data)))
# Module 2
house_info = HouseInfo(data)
test_area = 1
recs = house_info.get_data_by_area("id", rec_area=test_area)
print("\nHouse sensor records for area {} = {}".format(test_area, len(recs)))
test_date = datetime.strptime("5/9/20", "%m/%d/%y")
recs = house_info.get_data_by_date("id", rec_date = test_date)
print("House sensor records for date: {} = {}".format(test_date.strftime("%m/%d/%y"), len(recs)))
# Module 3
temperature_data = TemperatureData(data)
recs = temperature_data.get_data_by_area(rec_area=test_area)
print("\nHouse Temperature sensor records for area {} = {}".format(test_area, len(recs)))
print("\tMaximum: {0}, Minimum: {1} temperatures".format(max(recs), min(recs)))
recs = temperature_data.get_data_by_date(rec_date=test_date)
print("\nHouse Temperature sensor records for date: {} = {}".format(
test_date.strftime("%m/%d/%y"), len(recs)))
print("\tMaximum: {0}, Minimum: {1} temperatures".format(max(recs), min(recs)))
# Module 4A
humidity_data = HumidityData(data)
recs = humidity_data.get_data_by_area(rec_area=test_area)
print("\nHouse Humidity sensor records for area {} = {}".format(test_area, len(recs)))
print("\tAverage: {} humidity".format(mean(recs)))
recs = humidity_data.get_data_by_date(rec_date=test_date)
print("House Humidity sensor records for date: {} = {}".format(
test_date.strftime("%m/%d/%y"), len(recs)))
print("\tAverrage: {} humidity".format(mean(recs)))
# Module 4B
particle_data = ParticleData(data)
recs = particle_data.get_data_by_area(rec_area=test_area)
print("\nHouse Particle sensor records for area {} = {}".format(test_area, len(recs)))
concentrations = particle_data.get_data_concentrations(data=recs)
print("\tGood Air Quality Recs: {}".format(concentrations["good"]))
print("\tModerate Air Quality Recs: {}".format(concentrations["moderate"]))
print("\tBad Air Quality Recs: {}".format(concentrations["bad"]))
recs = particle_data.get_data_by_date(rec_date=test_date)
print("\nHouse Particle sensor records for date: {} = {}".format(
test_date.strftime("%m/%d/%y"), len(recs)))
concentrations = particle_data.get_data_concentrations(data = recs)
print("\tGood Air Quality Recs: {}".format(concentrations["good"]))
print("\tModerate Air Quality Recs: {}".format(concentrations["moderate"]))
print("\tBad Air Quality Recs: {}".format(concentrations["bad"]))
# Module 5
energy_data = EnergyData(data)
recs = energy_data.get_data_by_area(rec_area=test_area)
print("\nHouse Energy sensor records for area {} = {}".format(test_area, len(recs)))
total_energy = energy_data.calculate_energy_usage(data=recs)
print("\tEnergy Usage: {:2.2} Watts".format(total_energy))
recs = energy_data.get_data_by_date(rec_date=test_date)
print("House Energy sensor records for date: {} = {}".format(
test_date.strftime("%m/%d/%y"), len(recs)))
total_energy = energy_data.calculate_energy_usage(data=recs)
print("\tEnergy Usage: {:2.2} Watts".format(total_energy))