def __init__(self, gamma_initial_value, beta_initial_value, eps=1e-5, momentum=0.9):
'''
This layer is inherited from the Layer class in utils.py.
'''
super(BatchNormalization, self).__init__()
self.params = {}
self.eps = eps
self.momentum = momentum
self.running_mean = self.running_var = np.zeros_like(gamma_initial_value)
self.params['gamma'] = Parameter('gamma', gamma_initial_value)
self.params['beta'] = Parameter('beta', beta_initial_value)
def __init__(self, initial_value_w, initial_value_b, reg=0.):
'''
This layer is inherited from the class Layer in utils.py.
initial_value_w: The inital value of weights
initial_value_b: The initial value of biases
reg: Regularization coefficient or strength used for L2-regularization
Parameter class (in utils.py) is used for defining paramters
'''
super(FullyConnected, self).__init__()
self.reg = reg
self.params = {}
self.params['w'] = Parameter('w', initial_value_w)
self.params['b'] = Parameter('b', initial_value_b)
def onMotion(self):
# users = self.dbconn.users.find({"active":1},{"userid":1})
# users_account = self.dbconn.users_account.find({"type":"%s"%self.name,"userid":{"$in":users["userid"]}})
users = self.dbconn.users.find({"active":1},{"userid":1,"_id":0})
for user in users:
users_account = self.dbconn.users_account.find({"active":1,"type":"%s" % self.name,"userid":{"$in":[user["userid"]]}})
for account in users_account:
self.sendMessage(account["account_id"], Parameter.getValue(self.dbconn,"alarm_message"))
def __init__(self, config):
super(MotionSensor, self).__init__()
self.active = True
self.config = config
self.callback = {}
self.counter = 0
self.params = {}
self.Pin = config["pin"]
self.dbconn = config["dbconn"]
self.params["gpio_setup"] = "in"
self.ghandler = GPIOHandler(self.Pin.split(","),self.params,gpio.PUD_DOWN)
self.ghandler.Add_Event_Handler(pin=self.Pin.split(","),gpiosetup=gpio.BOTH,callback=self.OnMotion,bounce_time=50)
buzzerpin = Parameter.getValuebyFieldname(self.dbconn,"sensor_motion","buzzer")
# print buzzerpin
self.params["gpio_setup"] = "out"
self.buzzerHandler = GPIOHandler(buzzerpin.split(","),self.params)
def onMotion(self):
# users = self.dbconn.users.find({"active":1},{"userid":1})
# users_account = self.dbconn.users_account.find({"type":"%s"%self.name,"userid":{"$in":users["userid"]}})
users = self.dbconn.users.find({"active": 1}, {"userid": 1, "_id": 0})
for user in users:
users_account = self.dbconn.users_account.find({
"active":
1,
"type":
"%s" % self.name,
"userid": {
"$in": [user["userid"]]
}
})
for account in users_account:
self.sendMessage(
account["account_id"],
Parameter.getValue(self.dbconn, "alarm_message"))
def __init__(self, config):
super(MotionSensor, self).__init__()
self.active = True
self.config = config
self.callback = {}
self.counter = 0
self.params = {}
self.Pin = config["pin"]
self.dbconn = config["dbconn"]
self.params["gpio_setup"] = "in"
self.ghandler = GPIOHandler(self.Pin.split(","), self.params,
gpio.PUD_DOWN)
self.ghandler.Add_Event_Handler(pin=self.Pin.split(","),
gpiosetup=gpio.BOTH,
callback=self.OnMotion,
bounce_time=50)
buzzerpin = Parameter.getValuebyFieldname(self.dbconn, "sensor_motion",
"buzzer")
# print buzzerpin
self.params["gpio_setup"] = "out"
self.buzzerHandler = GPIOHandler(buzzerpin.split(","), self.params)
import sys
import os
sys.path.append("backend/gateway/")
sys.path.append("backend/")
sys.path.append("utils/")
from utils import Parameter
import utils
from telegw import ryTelegramGw
from pymongo import MongoClient
from sensor import MotionSensor
import json
with open("config.json") as jsonf:
cfg = json.load(jsonf)
client = MongoClient()
db = client.ramey
# # config = {}
cfg["pin"] = Parameter.getValue(db, "sensor_motion")
cfg["dbconn"] = db
motion = MotionSensor(cfg)
utils.newThread(motion.Execute)
cfg["name"] = "telegram"
bot = ryTelegramGw(cfg, db, motion)
bot.connect()
import sys
import os
sys.path.append("backend/gateway/")
sys.path.append("backend/")
sys.path.append("utils/")
from utils import Parameter
import utils
from telegw import ryTelegramGw
from pymongo import MongoClient
from sensor import MotionSensor
import json
with open("config.json") as jsonf:
cfg = json.load(jsonf)
client = MongoClient()
db = client.ramey
# # config = {}
cfg["pin"] = Parameter.getValue(db,"sensor_motion")
cfg["dbconn"] = db
motion = MotionSensor(cfg)
utils.newThread(motion.Execute)
cfg["name"] = "telegram"
bot = ryTelegramGw(cfg,db,motion)
bot.connect()