def get_sensor_averages(logger, lora):
"""
Gets averages for specific columns of defined sensor data, loads them into a line and appends it to the file which
the LoRa thread sends data from.
A sensor is defined if it is ticked in the configuration and has data to be sent (has a current.csv file).
:type logger: LoggerFactory object (status_logger)
:param is_def: Stores which sensors are defined in the form "sensor_name" : True/False
:type is_def: dict
"""
logger.debug("Calculating averages")
# get a dictionary of sensors and their status
sensors = get_sensors()
fmt = get_format(sensors)
version = str(config.get_config("version"))
timestamp = s.csv_timestamp_template.format(
*time.gmtime()) # get current time in desired format
minutes = str(minutes_of_the_month()) # get minutes past last midnight
try:
sensor_averages = {}
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
sensor_averages.update(calculate_average(sensor_name, logger))
# Append averages to the line to be sent over LoRa according to which sensors are defined.
line_to_log = '{}' + fmt + ',' + version + ',' + minutes
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
line_to_log += ',' + str(
config.get_config(sensor_name + "_id")) + ',' + ','.join(
sensor_averages[sensor_name + "_avg"]) + ',' + str(
sensor_averages[sensor_name + "_count"])
line_to_log += '\n'
# Logs line_to_log to archive and places copies into relevant to_send folders
log_averages(line_to_log.format(timestamp + ','))
if config.get_config("LORA") == "ON":
year_month = timestamp[2:4] + "," + timestamp[5:7] + ','
lora.lora_buffer.write(line_to_log.format(year_month))
# If raw data was processed, saved and dumped, processing files can be deleted
path = s.processing_path
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
filename = sensor_name + '.csv'
try:
os.remove(path + filename)
except Exception as e:
logger.exception("Failed to remove " + filename + " in " +
path)
except Exception as e:
logger.exception("Failed to flash averages")
blink_led((0x550000, 0.4, True))
def get_sensor_averages(logger, lora):
"""
Takes the averages of sensor readings and constructs a line to log to the SD card, terminal and lora buffer
:param logger: status logger
:type logger: LoggerFactory object
:param lora: LoRaWAN object, False if lora is not enabled
:type lora: LoRaWAN object
"""
logger.debug("Calculating averages")
# get a dictionary of sensors and their status
sensors = get_sensors()
fmt = get_format(sensors)
version = str(config.get_config("fmt_version"))
timestamp = s.csv_timestamp_template.format(
*time.gmtime()) # get current time in desired format
minutes = str(minutes_of_the_month()) # get minutes past last midnight
try:
sensor_averages = {}
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
sensor_averages.update(calculate_average(sensor_name, logger))
# Append averages to the line to be sent over LoRa according to which sensors are defined.
line_to_log = '{}' + fmt + ',' + version + ',' + minutes
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
line_to_log += ',' + str(
config.get_config(sensor_name + "_id")) + ',' + ','.join(
sensor_averages[sensor_name + "_avg"]) + ',' + str(
sensor_averages[sensor_name + "_count"])
line_to_log += '\n'
# Logs line_to_log to archive and places copies into relevant to_send folders
log_averages(line_to_log.format(timestamp + ','))
if lora is not False:
year_month = timestamp[2:4] + "," + timestamp[5:7] + ','
lora.lora_buffer.write(line_to_log.format(year_month))
# If raw data was processed, saved and dumped, processing files can be deleted
path = s.processing_path
for sensor_name in [s.TEMP, s.PM1, s.PM2]:
if sensors[sensor_name]:
filename = sensor_name + '.csv'
try:
os.remove(path + filename)
except Exception as e:
pass
except Exception as e:
logger.exception("Failed to flash averages")
blink_led((0x550000, 0.4, True))
from LoRaWAN import LoRaWAN
# Configurations are entered parallel to main execution upon button press for 2.5 secs
user_button.set_config_blocking(False)
# Set debug level - has to be set after logger was initialized and device was configured
logger_factory.set_level('status_logger', get_logging_level())
# Initialize file system
initialize_file_system()
# Remove residual files from the previous run (removes all files in the current and processing dir)
remove_residual_files()
# Get a dictionary of sensors and their status
sensors = get_sensors()
# Join the LoRa network
lora = False
if (True in sensors.values()
or gps_on) and config.get_config("LORA") == "ON":
lora = LoRaWAN(status_logger)
# Initialise temperature and humidity sensor thread with id: TEMP
if sensors[s.TEMP]:
TEMP_logger = SensorLogger(sensor_name=s.TEMP, terminal_out=True)
if config.get_config(s.TEMP) == "SHT35":
temp_sensor = TempSHT35(TEMP_logger, status_logger)
status_logger.info("Temperature and humidity sensor initialized")
# Initialise PM sensor threads
def run_test(self):
pycom.rgbled(0x66039a) # Purple :]
self.logger.info("Running hardware test")
active_sensors = get_sensors()
active_sensor_names = list(active_sensors.keys())
self.logger.info("Found {} sensors: {}".format(
len(active_sensor_names), active_sensor_names))
for sensor_name in active_sensor_names:
if active_sensors[sensor_name] == False:
self.logger.info(
"Skipping test of disabled sensor {}".format(sensor_name))
continue
self.logger.info("Testing sensor {}".format(sensor_name))
sensor_type = config.get_config(sensor_name)
self.logger.info("Sensor {} found to be of type {}".format(
sensor_name, sensor_type))
self.logger.info("Attempting to initialize sensor")
try:
if sensor_type == "PMS5003":
sensor = Plantower(
pins=("P3", "P17"),
id=1,
)
elif sensor_type == "SPS030":
sensor = Sensirion(retries=1, pins=("P11", "P18"), id=2)
elif sensor_type == "SHT35":
sensor = TempSHT35(None, None)
else:
raise ValueError("Unknown sensor type")
except Exception as e:
self.logger.exception(
"Failed to initialize sensor: {}".format(e))
continue
time.sleep(1)
init_count = 0
try:
init_limit = int(config.get_config(sensor_name + "_init"))
except TypeError:
# Sensor doesn't have a set init time.
init_limit = 5
self.logger.info(
"Warming up sensor for {} seconds".format(init_limit))
while init_count < init_limit:
try:
time.sleep(1)
sensor.read()
init_count += 1
except Exception as e:
self.logger.exception(
"Failed to read from sensor: {}".format(e))
pass
time.sleep(3) # We can't read the sensor too fast after warmup
self.logger.info("Attempting read of data from sensor")
try:
recv = sensor.read()
if recv:
recv_str = str(recv)
self.logger.info("Read data: {}".format(recv_str))
else:
self.logger.info("sensor.read returned no data")
except Exception as e:
self.logger.exception(
"Failed to read from sensor {}".format(sensor_type))
pass
self.logger.info("Finished testing sensor {}".format(sensor_name))
self.logger.info("Hardware test finished")
pycom.rgbled(0x000000) # Turn off
