def insert_data(self, data, mesh=True, prediction=True):
""" dict of data:
'sensor': object of sensor
'value': value - float
'plant': current selected plant
"""
start = datetime.datetime.now()
current_entries = SensorData.select()\
.where(SensorData.sensor == data['sensor'])\
.count()
persistant = False
data['value'] = round(data['value'], 2)
sensor_db = SensorData()
sensor_db.value = data['value']
sensor_db.plant = data['plant']
sensor_db.sensor = data['sensor']
sensor_db.persistant = False
sensor_db.save()
last_entry = self.get_second_last_entry(sensor_db, data['plant'])
last_value = last_entry.value if last_entry is not None else data[
'value']
offset = abs(data['value'] - last_value)
if offset >= data['sensor'].persistant_offset:
persistant = True
elif current_entries > 6:
persistant = self.persistant_evaluation(data['plant'],
data['sensor'])
sensor_db.persistant = persistant
sensor_db.save()
self.delete_non_persistant_overflow(data['sensor'], data['plant'])
logger.debug('{} - {} persistant: {}'.format(data['plant'].name,
data['sensor'].name,
persistant))
if persistant:
data['satisfaction'] = self.modify_sensor_status(data, mesh)
self.mail_evaluation(data)
if prediction:
SensorDataForecast().run(data)
if mesh:
from mesh_network.dedicated import MeshDedicatedDispatch
MeshDedicatedDispatch().new_data(data['sensor'],
plant=data['plant'])
if data['plant'].localhost:
print('slave data')
slaves = Plant.select().where(
Plant.role == str(data['plant'].uuid))
slaves = list(slaves)
for slave in slaves:
print('slaved')
MeshDedicatedDispatch().slave_data(
slave, data['sensor'])
logger.debug('time elapsed: {}'.format(datetime.datetime.now() -
start))
return persistant
i = 0
for asset in db.SensorData.find({
"_id": {
'$gt': ObjectId("57e954100000000000000000")
}
}).sort("_id", pymongo.ASCENDING):
if asset['p'] == 'm':
if asset['s'] == 't':
sensor = temperature
elif asset['s'] == 'h':
sensor = humidity
elif asset['s'] == 'l':
sensor = light
else:
sensor = moisture
imported = SensorData()
imported.value = asset['v']
imported.sensor = sensor
imported.plant = plant
imported.persistant = True
imported.created_at = datetime.datetime.fromtimestamp(
asset['_id'].generation_time.timestamp())
imported.save()
i += 1
if i % 100 == 0:
print(i)
print(i)