def main():
# Whether to compute Advanced Statistics (in most cases this is NOT needed)
ADVANCED_STATS = False
logging.basicConfig()
# Example logging configuration for file and console output
# logging.json: Normal logging example
# logging_noisy.json: Turns on all debugging information
# logging_quiet.json: Only logs error messages
with open("logging.json", "r") as logging_config:
logging.config.dictConfig(json.load(logging_config))
# Uses the 'epathermostat' logging
logger = logging.getLogger("epathermostat")
logger.debug("Starting...")
# Set to True to log additional warning messages, False to only display on
# console
logging.captureWarnings(True)
# data_dir = os.path.join("..", "tests", "data", "single_stage")
# data_dir = os.path.join("..", "tests", "data", "two_stage")
data_dir = os.path.join("..", "tests", "data", "two_stage_ert")
metadata_filename = os.path.join(data_dir, "epa_two_stage_metadata.csv")
# Use this to save the weather cache to local disk files
# thermostats = from_csv(metadata_filename, verbose=True, save_cache=True,
# cache_path='/tmp/epa_weather_files/')
# Verbose will override logging to display the imported thermostats. Set to
# "False" to use the logging level instead
thermostats = from_csv(metadata_filename, verbose=True)
output_dir = "."
metrics = multiple_thermostat_calculate_epa_field_savings_metrics(thermostats)
output_filename = os.path.join(output_dir, "thermostat_example_output.csv")
metrics_out = metrics_to_csv(metrics, output_filename)
stats = compute_summary_statistics(metrics_out)
if ADVANCED_STATS:
stats_advanced = compute_summary_statistics(
metrics_out, advanced_filtering=True
)
product_id = "test_product"
certification_filepath = os.path.join(
data_dir, "thermostat_example_certification.csv"
)
certification_to_csv(stats, certification_filepath, product_id)
stats_filepath = os.path.join(data_dir, "thermostat_example_stats.csv")
summary_statistics_to_csv(stats, stats_filepath, product_id)
if ADVANCED_STATS:
stats_advanced_filepath = os.path.join(
data_dir, "thermostat_example_stats_advanced.csv"
)
summary_statistics_to_csv(stats_advanced, stats_advanced_filepath, product_id)
def thermostat_ert_na_2_hp_2(request):
thermostats = from_csv(get_data_path(request.param))
return next(thermostats)
def thermostat_furnace_or_boiler_two_stage_none_single_stage(request):
thermostats = from_csv(get_data_path(request.param))
return next(thermostats)
def thermostat_fu_2_ce_2(request):
thermostats = from_csv(get_data_path(request.param))
return next(thermostats)
def thermostat_type_1_cache(request):
with TemporaryDirectory() as tempdir:
thermostats = from_csv(get_data_path(request.param),
save_cache=True,
cache_path=tempdir)
return next(thermostats)
def thermostat_type_1_data_missing_header(request):
thermostats = from_csv(get_data_path(request.param))
return list(thermostats)
def thermostat_type_1(request):
thermostats = from_csv(get_data_path(request.param))
return next(thermostats)
def thermostat_type_1_too_many_minutes(request):
thermostats = from_csv(get_data_path(request.param))
return list(thermostats)
def thermostat_type_1_data_out_of_order(request):
thermostats = from_csv(get_data_path(request.param))
return list(thermostats)
def thermostats_multiple_same_key(request):
thermostats = from_csv(get_data_path(request.param))
return thermostats
def thermostat_type_1_zip_bad(request):
thermostats = from_csv(get_data_path(request.param))
return list(thermostats)
def thermostat_type_1_utc_bad(request):
thermostats = from_csv(get_data_path(request.param))
def thermostat_emg_aux_constant_on_outlier(request):
thermostats = from_csv(get_data_path(request.param))
return thermostats
def thermostat_zero_days(request):
thermostats = from_csv(get_data_path(request.param))
return next(thermostats)