myems-aggregation/equipment_billing_input_category.py
import time
from datetime import datetime, timedelta
from decimal import Decimal
import mysql.connector
import config
import tariff
########################################################################################################################
# PROCEDURES
# Step 1: get all equipments
# for each equipment in list:
# Step 2: get the latest start_datetime_utc
# Step 3: get all energy input data since the latest start_datetime_utc
# Step 4: get tariffs
# Step 5: calculate billing by multiplying energy with tariff
# Step 6: save billing data to database
########################################################################################################################
def main(logger):
while True:
# the outermost while loop
################################################################################################################
# Step 1: get all equipments
################################################################################################################
cnx_system_db = None
cursor_system_db = None
try:
cnx_system_db = mysql.connector.connect(**config.myems_system_db)
cursor_system_db = cnx_system_db.cursor()
except Exception as e:
logger.error("Error in step 1.1 of equipment_billing_input_category " + str(e))
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
# sleep and continue the outermost while loop
time.sleep(60)
continue
print("Connected to MyEMS System Database")
equipment_list = list()
try:
cursor_system_db.execute(" SELECT id, name, cost_center_id "
" FROM tbl_equipments "
" ORDER BY id ")
rows_equipments = cursor_system_db.fetchall()
if rows_equipments is None or len(rows_equipments) == 0:
print("Step 1.2: There isn't any equipments. ")
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
# sleep and continue the outermost while loop
time.sleep(60)
continue
for row in rows_equipments:
equipment_list.append({"id": row[0], "name": row[1], "cost_center_id": row[2]})
except Exception as e:
logger.error("Error in step 1.2 of equipment_billing_input_category " + str(e))
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
# sleep and continue the outermost while loop
time.sleep(60)
continue
print("Step 1.2: Got all equipments from MyEMS System Database")
cnx_energy_db = None
cursor_energy_db = None
try:
cnx_energy_db = mysql.connector.connect(**config.myems_energy_db)
cursor_energy_db = cnx_energy_db.cursor()
except Exception as e:
logger.error("Error in step 1.3 of equipment_billing_input_category " + str(e))
if cursor_energy_db:
cursor_energy_db.close()
if cnx_energy_db:
cnx_energy_db.close()
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
# sleep and continue the outermost while loop
time.sleep(60)
continue
print("Connected to MyEMS Energy Database")
cnx_billing_db = None
cursor_billing_db = None
try:
cnx_billing_db = mysql.connector.connect(**config.myems_billing_db)
cursor_billing_db = cnx_billing_db.cursor()
except Exception as e:
logger.error("Error in step 1.4 of equipment_billing_input_category " + str(e))
if cursor_billing_db:
cursor_billing_db.close()
if cnx_billing_db:
cnx_billing_db.close()
if cursor_energy_db:
cursor_energy_db.close()
if cnx_energy_db:
cnx_energy_db.close()
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
# sleep and continue the outermost while loop
time.sleep(60)
continue
print("Connected to MyEMS Billing Database")
for equipment in equipment_list:
############################################################################################################
# Step 2: get the latest start_datetime_utc
############################################################################################################
print("Step 2: get the latest start_datetime_utc from billing database for " + equipment['name'])
try:
cursor_billing_db.execute(" SELECT MAX(start_datetime_utc) "
" FROM tbl_equipment_input_category_hourly "
" WHERE equipment_id = %s ",
(equipment['id'], ))
row_datetime = cursor_billing_db.fetchone()
start_datetime_utc = datetime.strptime(config.start_datetime_utc, '%Y-%m-%d %H:%M:%S')
start_datetime_utc = start_datetime_utc.replace(minute=0, second=0, microsecond=0, tzinfo=None)
if row_datetime is not None and len(row_datetime) > 0 and isinstance(row_datetime[0], datetime):
# replace second and microsecond with 0
# note: do not replace minute in case of calculating in half hourly
start_datetime_utc = row_datetime[0].replace(second=0, microsecond=0, tzinfo=None)
# start from the next time slot
start_datetime_utc += timedelta(minutes=config.minutes_to_count)
print("start_datetime_utc: " + start_datetime_utc.isoformat()[0:19])
except Exception as e:
logger.error("Error in step 2 of equipment_billing_input_category " + str(e))
# break the for equipment loop
break
############################################################################################################
# Step 3: get all energy input data since the latest start_datetime_utc
############################################################################################################
print("Step 3: get all energy input data since the latest start_datetime_utc")
query = (" SELECT start_datetime_utc, energy_category_id, actual_value "
" FROM tbl_equipment_input_category_hourly "
" WHERE equipment_id = %s AND start_datetime_utc >= %s "
" ORDER BY id ")
cursor_energy_db.execute(query, (equipment['id'], start_datetime_utc, ))
rows_hourly = cursor_energy_db.fetchall()
if rows_hourly is None or len(rows_hourly) == 0:
print("Step 3: There isn't any energy input data to calculate. ")
# continue the for equipment loop
continue
energy_dict = dict()
energy_category_list = list()
end_datetime_utc = start_datetime_utc
for row_hourly in rows_hourly:
current_datetime_utc = row_hourly[0]
energy_category_id = row_hourly[1]
if energy_category_id not in energy_category_list:
energy_category_list.append(energy_category_id)
actual_value = row_hourly[2]
if energy_dict.get(current_datetime_utc) is None:
energy_dict[current_datetime_utc] = dict()
energy_dict[current_datetime_utc][energy_category_id] = actual_value
if current_datetime_utc > end_datetime_utc:
end_datetime_utc = current_datetime_utc
############################################################################################################
# Step 4: get tariffs
############################################################################################################
print("Step 4: get tariffs")
tariff_dict = dict()
for energy_category_id in energy_category_list:
tariff_dict[energy_category_id] = tariff.get_energy_category_tariffs(equipment['cost_center_id'],
energy_category_id,
start_datetime_utc,
end_datetime_utc)
############################################################################################################
# Step 5: calculate billing by multiplying energy with tariff
############################################################################################################
print("Step 5: calculate billing by multiplying energy with tariff")
billing_dict = dict()
if len(energy_dict) > 0:
for current_datetime_utc in energy_dict.keys():
billing_dict[current_datetime_utc] = dict()
for energy_category_id in energy_category_list:
current_tariff = tariff_dict[energy_category_id].get(current_datetime_utc)
current_energy = energy_dict[current_datetime_utc].get(energy_category_id)
if current_tariff is not None \
and isinstance(current_tariff, Decimal) \
and current_energy is not None \
and isinstance(current_energy, Decimal):
billing_dict[current_datetime_utc][energy_category_id] = \
current_energy * current_tariff
if len(billing_dict[current_datetime_utc]) == 0:
del billing_dict[current_datetime_utc]
############################################################################################################
# Step 6: save billing data to billing database
############################################################################################################
print("Step 6: save billing data to billing database")
if len(billing_dict) > 0:
try:
add_values = (" INSERT INTO tbl_equipment_input_category_hourly "
" (equipment_id, "
" energy_category_id, "
" start_datetime_utc, "
" actual_value) "
" VALUES ")
for current_datetime_utc in billing_dict:
for energy_category_id in energy_category_list:
current_billing = billing_dict[current_datetime_utc].get(energy_category_id)
if current_billing is not None and isinstance(current_billing, Decimal):
add_values += " (" + str(equipment['id']) + ","
add_values += " " + str(energy_category_id) + ","
add_values += "'" + current_datetime_utc.isoformat()[0:19] + "',"
add_values += str(billing_dict[current_datetime_utc][energy_category_id]) + "), "
print("add_values:" + add_values)
# trim ", " at the end of string and then execute
cursor_billing_db.execute(add_values[:-2])
cnx_billing_db.commit()
except Exception as e:
logger.error("Error in step 6 of equipment_billing_input_category " + str(e))
# break the for equipment loop
break
# end of for equipment loop
if cursor_system_db:
cursor_system_db.close()
if cnx_system_db:
cnx_system_db.close()
if cursor_energy_db:
cursor_energy_db.close()
if cnx_energy_db:
cnx_energy_db.close()
if cursor_billing_db:
cursor_billing_db.close()
if cnx_billing_db:
cnx_billing_db.close()
print("go to sleep 300 seconds...")
time.sleep(300)
print("wake from sleep, and continue to work...")
# end of the outermost while loop