#Change extension from .txt to .py

def main():
    # Code must be wrapped in this def for multicore support in Windows
	import thermostat; thermostat.get_version() #Check install version and import

	import sys
	import os
	import warnings
	from os.path import expanduser

	from thermostat.importers import from_csv
	from thermostat.exporters import metrics_to_csv
	from thermostat.stats import compute_summary_statistics
	from thermostat.stats import summary_statistics_to_csv

	from thermostat.multiple import multiple_thermostat_calculate_epa_field_savings_metrics

	#Optional Logging for Import Weather data, etc
	# import logging
	# logger = logging.getLogger()
	# logger.setLevel(logging.DEBUG)

	#Set location
	data_dir = "C:/Users/33531/Desktop/Python27/TestMulticore"

	metadata_filename = os.path.join(data_dir, "testdata/metadata.csv")
	thermostats = from_csv(metadata_filename, verbose=True)

	metrics = []

	#MULTICORE SUPPORT FUNCTION CALL
	metrics = multiple_thermostat_calculate_epa_field_savings_metrics(thermostats)

	# OLD QUICKSTART ROUTINE 
	# # saved_thermostats = []
	# for thermostat in thermostats:
	#     outputs = thermostat.calculate_epa_field_savings_metrics()
	#     metrics.extend(outputs)
	#     # saved_thermostats.append(thermostat)

	output_filename = os.path.join(data_dir, "thermostat_example_output.csv")
	metrics_df = metrics_to_csv(metrics, output_filename)

	# uses the metrics_df created in the Quickstart above.
	with warnings.catch_warnings():
	    warnings.simplefilter("ignore")

	    # uses the metrics_df created in the quickstart above.
	    stats = compute_summary_statistics(metrics_df)

	    # If you want to have advanced filter outputs, use this instead
	    # stats_advanced = compute_summary_statistics(metrics_df, advanced_filtering=True)

	product_id = "INSERT ALPHANUMERIC PRODUCT ID HERE"
	stats_filepath = os.path.join(data_dir, "thermostat_example_stats.csv")
	stats_df = summary_statistics_to_csv(stats, stats_filepath, product_id)

	# or with advanced filter outputs
	# stats_advanced_filepath = os.path.join(data_dir, "thermostat_example_stats_advanced.csv")
	# stats_advanced_df = summary_statistics_to_csv(stats_advanced, stats_advanced_filepath, product_id)


#Needed for Multicore support in Windows
if __name__ == "__main__":
    main()