def __init__(self):
        self.config = Config()
        self.config_data = self.config.get_config_data()
        try:
            self.dht22 = DHT22(int(self.config_data['DHT22']['pin']))
        except Exception as e:
            self.log.write_log("Failed to initialize DHT22: {}".format(e))
        try:
            self.scale = Scale()
        except Exception as e:
            self.log.write_log("Failed to initialize scale: {}".format(e))

        try:
            self.DS18B20 = DS18B20()
        except Exception as e:
            self.log.write_log("Failed to initialize DS18B20: {}".format(e))

        self.api = SamsApi()
        self.log = Log()

        self.median_interval = int(self.config_data['INTERVAL']['median'])
        self.wait_time = int(self.config_data['INTERVAL']['wait_time_seconds'])

        self.dataset = []
        self.temp = []
        self.hum = []
        self.weight = []
        self.ds_temp = []

        self.median_temp = 0
        self.median_hum = 0
        self.median_weight = 0
        self.median_ds_temp = 0

        self.duration = int(self.config_data['AUDIO']['duration'])
Example #2
0
class App:
    def __init__(self):
        # CONFIG DATA
        self.config = Config()
        self.config_data = self.config.get_config_data()

        # RELAY PIN
        self.relay_pin = int(self.config_data['DEFAULT']['relay_pin'])
        # DHT 22 PIN
        self.dht22_pin = int(self.config_data['DEFAULT']['dht22_pin'])

        # INIT RELAY
        self.relay = Device(self.relay_pin, "relay")

        # INIT DHT22 SENSOR
        self.dht22 = DHT22(self.dht22_pin)

        # INIT SCALE
        self.scale = Scale()

    def calibrate_scale(
            self):  # QUICK AND EASY CALIBRATE FUNCTION FOR THE SCALE
        input("Remove any items from scale and press Enter...")
        self.scale.setup()
        input(
            "Please place an item of known weight on the scale and press Enter..."
        )
        weight = input("Please enter the item's weight in grams: ")
        self.scale.calibrate(int(weight))
        print(
            "The scale is now calibrated and the offset ist saved in the config.ini"
        )

        # GET SCALE DATA (QUICK AND EASY!)
        print("Weight: {}g".format(self.scale.get_data()))

    def start(self):
        temperature, humidity = self.dht22.get_data()
        print("Temperature: {}".format(temperature))
        print("Humidity: {}".format(humidity))

        if temperature > 22:
            print("Relay is on!")
            self.relay.on()
        else:
            print("Relay is off!")
            self.relay.off()
Example #3
0
    def __init__(self):
        # CONFIG DATA
        self.config = Config()
        self.config_data = self.config.get_config_data()

        # RELAY PIN
        self.relay_pin = int(self.config_data['DEFAULT']['relay_pin'])
        # DHT 22 PIN
        self.dht22_pin = int(self.config_data['DEFAULT']['dht22_pin'])

        # INIT RELAY
        self.relay = Device(self.relay_pin, "relay")

        # INIT DHT22 SENSOR
        self.dht22 = DHT22(self.dht22_pin)

        # INIT SCALE
        self.scale = Scale()
Example #4
0
    def __init__(self):
        self.config = LocalConfig()
        self.user_credentials = UserConfig()
        self.config.get_config_data()
        try:
            self.dht22 = DHT22(int(self.config.dht22_pin))
        except Exception as e:
            send_log("Failed to initialize DHT22: {}".format(e), "error")

        try:
            self.scale = Scale()
        except Exception as e:
            send_log("Failed to initialize scale: {}".format(e), "error")

        try:
            self.DS18B20 = DS18B20()
        except Exception as e:
            send_log("Failed to initialize DS18B20: {}".format(e), "error")

        self.last_measured_weight = 0
        self.median_weight = 0
Example #5
0
    def __init__(self):
        self.config = LocalConfig()
        self.config.get_config_data()
        self.sensors = self.config.data
        self.error = ErrorHandler()
        # deprecated
        if self.config.data["dht22"]:
            from sensorlib.dht22 import DHT22
            self.dht22 = DHT22()
        if self.config.data["ds18b20"]:
            from sensorlib.ds1820 import DS18B20
            self.temp_sensor = DS18B20()
        if self.config.data["fft"] or self.config.data["wav"]:
            from sensorlib.microphone import Microphone
            self.microphone = Microphone()
        if self.config.data["scale"]:
            from sensorlib.scale import Scale
            self.scale = Scale()
        if self.config.data["aht20"]:
            from sensorlib.aht20 import AHT20
            self.aht20 = AHT20()

        self.data = dict()
        self.timestamp = ""
class Dataset:
    def __init__(self):
        self.config = Config()
        self.config_data = self.config.get_config_data()
        try:
            self.dht22 = DHT22(int(self.config_data['DHT22']['pin']))
        except Exception as e:
            self.log.write_log("Failed to initialize DHT22: {}".format(e))
        try:
            self.scale = Scale()
        except Exception as e:
            self.log.write_log("Failed to initialize scale: {}".format(e))

        try:
            self.DS18B20 = DS18B20()
        except Exception as e:
            self.log.write_log("Failed to initialize DS18B20: {}".format(e))

        self.api = SamsApi()
        self.log = Log()

        self.median_interval = int(self.config_data['INTERVAL']['median'])
        self.wait_time = int(self.config_data['INTERVAL']['wait_time_seconds'])

        self.dataset = []
        self.temp = []
        self.hum = []
        self.weight = []
        self.ds_temp = []

        self.median_temp = 0
        self.median_hum = 0
        self.median_weight = 0
        self.median_ds_temp = 0

        self.duration = int(self.config_data['AUDIO']['duration'])

    @staticmethod
    def get_time():
        now = datetime.datetime.utcnow()
        return now.strftime('%Y-%m-%dT%H:%M:%S') + now.strftime(
            '.%f')[:0] + 'Z'

    def error(self, device, error):
        if not device == "audio":
            self.dataset.append({
                "sourceId":
                "{0}-{1}".format(device, self.api.client_id),
                "value": [
                    {
                        "ts": self.get_time(),
                        "value": 0
                    },
                ]
            })
        else:
            self.dataset.append({
                "sourceId":
                "{0}-{1}".format("audio", self.api.client_id),
                "value": [
                    {
                        "ts": self.get_time(),
                        "value": [0, 0]
                    },
                ]
            })
        self.log.write_log(
            "something went wrong by collecting the {0} dataset! Error: {1}".
            format(device, error))

    def get_fft_data(self):
        n_window = pow(2, 12)
        n_overlap = n_window / 2
        n_fft = n_window
        fs = 16000

        try:
            audiodata = sd.rec(self.duration * fs,
                               samplerate=fs,
                               channels=1,
                               dtype='float64')
            sd.wait()
            data = audiodata.transpose()
            [F, pxx] = scipy.signal.welch(data,
                                          fs=fs,
                                          window='hanning',
                                          nperseg=n_window,
                                          noverlap=n_overlap,
                                          nfft=n_fft,
                                          detrend=False,
                                          return_onesided=True,
                                          scaling='density')
            temp_data = np.array(pxx).astype(float)
            data = temp_data.tolist()

            self.dataset.append({
                "sourceId":
                "audio-{0}".format(self.api.client_id),
                "values": [
                    {
                        "ts": self.get_time(),
                        "values": data[0]
                    },
                ]
            })

        except Exception as e:
            self.error("audio", e)

        return True

    def get_ds18b20_data(self):
        sensor_counter = self.DS18B20.device_count()
        try:
            if sensor_counter != 0:
                for x in range(sensor_counter):
                    self.median_ds_temp = []
                    for i in range(self.median_interval):
                        value = self.DS18B20.tempC(x)
                        if value == 998 or value == 85.0:
                            self.log.write_log(
                                "DS18B20 does not work properly...")
                        else:
                            self.ds_temp.append(self.DS18B20.tempC(x))
                            time.sleep(self.wait_time)

                    if len(self.ds_temp) != 0:
                        self.median_ds_temp = median(self.ds_temp)
                        del self.ds_temp[:]
                        self.dataset.append({
                            "sourceId":
                            "dsb18b20-{0}-{1}".format(x, self.api.client_id),
                            "values": [
                                {
                                    "ts": self.get_time(),
                                    "value": float(self.median_ds_temp)
                                },
                            ]
                        })
                        self.median_ds_temp = ""

        except Exception as e:
            self.error("ds18b20", e)

    def get_dht22_data(self):
        try:
            for i in range(self.median_interval):
                dhtdata = self.dht22.get_data()
                self.temp.append(dhtdata['temp'])
                self.hum.append(dhtdata['hum'])
                time.sleep(self.wait_time)

            self.median_temp = median(self.temp)
            self.median_hum = median(self.hum)

            self.dataset.append({
                "sourceId":
                "dht22-temperature-{0}".format(self.api.client_id),
                "values": [
                    {
                        "ts": self.get_time(),
                        "value": float(self.median_temp)
                    },
                ]
            })
            self.dataset.append({
                "sourceId":
                "dht22-humidity-{0}".format(self.api.client_id),
                "values": [
                    {
                        "ts": self.get_time(),
                        "value": float(self.median_hum)
                    },
                ]
            })

            del self.temp[:]
            del self.hum[:]

        except Exception as e:
            self.error("dht22", e)

    def get_scale_data(self):
        try:
            for i in range(self.median_interval):
                self.weight.append(self.scale.get_data())
                print(self.weight)
                time.sleep(self.wait_time)

            self.median_weight = median(self.weight)

            del self.weight[:]
            self.dataset.append({
                "sourceId":
                "scale-{0}".format(self.api.client_id),
                "values": [{
                    "ts": self.get_time(),
                    "value": float(self.median_weight)
                }]
            })
        except Exception as e:
            self.error("scale", e)

    def get_dataset(self):
        try:
            self.dataset[:] = []  # empty the dataset before take new data

            self.get_fft_data()
            self.get_scale_data()
            self.get_dht22_data()
            self.get_ds18b20_data()
            return self.dataset
        except Exception as e:
            self.log.write_log("Dataset error: {}".format(e))
            return False
Example #7
0
    def prepare_usb_drive(self):
        is_config = False
        is_scale_reset = False
        is_wittypi_script = False
        is_tara = False
        is_update = False
        is_wpa = False
        try:
            # init
            if self.config.settings["device_id"] == "init":
                dirs = os.listdir(mapping.usb_path)
                for stick_dir in dirs:
                    if "." not in stick_dir:
                        self.config.set_config_data("SETTINGS", "device_id",
                                                    stick_dir)
                        self.config.get_config_data()
            # create device dir on usb stick
            if not os.path.exists(self.config.usb_path):
                os.mkdir(self.config.usb_path)
                os.system(
                    f"touch {os.path.join(self.config.usb_path, 'error.log')}")
                self.info_helper.calc(self.config.usb_path)

            # create fft dir on usb stick
            if not os.path.exists(os.path.join(self.config.usb_path, "fft")):
                os.mkdir(os.path.join(self.config.usb_path, "fft"))

            # create wav dir on usb stick
            if not os.path.exists(os.path.join(self.config.usb_path, "wav")):
                os.mkdir(os.path.join(self.config.usb_path, "wav"))

            # list usb files
            device_stick_files = os.listdir(self.config.usb_path)
            for stick_files in device_stick_files:

                if "conf.ini" in stick_files:
                    is_config = True

                if "schedule.wpi" in stick_files:
                    is_wittypi_script = True

                if "tara" in stick_files:
                    is_tara = True

                if "reset" in stick_files:
                    is_scale_reset = True

                if "update.sh" in stick_files:
                    is_update = True
                if "wpa_supplicant.conf" in stick_files:
                    is_wpa = True

            if is_update:
                self.update_system()

            if is_config:
                self.update_config()

            if is_wittypi_script:
                shutil.copy(os.path.join(self.config.usb_path, "schedule.wpi"),
                            mapping.witty_pi)
                call("/home/pi/wittypi/syncTime.sh")
                call("/home/pi/wittypi/runScript.sh")

            if is_tara:
                from sensorlib.scale import Scale
                scale = Scale()
                scale.tare()
                os.system(f"sudo rm {self.config.usb_path}/tara")
                print("restart")
                time.sleep(5)
                os.system("sudo reboot")

            if is_scale_reset:
                self.reset_scale()

            if is_wpa:
                shutil.copy(
                    os.path.join(self.config.usb_path, "wpa_supplicant.conf"),
                    mapping.wpa_path)
                os.system(
                    f"rm {os.path.join(self.config.usb_path, 'wpa_supplicant.conf')}"
                )
                time.sleep(5)
                os.system("sudo reboot")

        except Exception as e:
            print(e)
Example #8
0
#!/usr/bin/python3

from main.application import Application
from config.config import Config
from sensorlib.scale import Scale

config = Config()
config_data = config.get_config_data()
is_calibrated = config_data['SCALE'].getboolean("calibrated")
print(is_calibrated)
app = Application()
scale = Scale()

if __name__ == '__main__':
    if is_calibrated:
        app.start()
    else:
        scale.calibrate(5000)
Example #9
0
from flask import Flask, render_template, request
from main.configuration.user_config import UserConfig
from main.configuration.app_config import ApplicationConfig
from sensorlib.scale import Scale
from main.helper.wifi_helper import WifiHelper
from main.helper.test_helper import AppTest
from main.helper.time_helper import set_timezone
from main.helper.error_helper import ErrorHelper
import os
import time

app = Flask(__name__)
user_config = UserConfig()
app_config = ApplicationConfig()
scale = Scale()
wifi = WifiHelper()
testing = AppTest()
error_helper = ErrorHelper()


@app.route('/')
def start():
    user = user_config.get_user_data()
    app_config.local_config.get_config_data()
    is_start = app_config.local_config.start
    is_scale = app_config.local_config.is_scale
    return render_template("start.html",
                           title="start",
                           user_data=user,
                           calibrated=app_config.local_config.scale_calibrated,
                           is_start=is_start,
Example #10
0
class Dataset:
    def __init__(self):
        self.config = LocalConfig()
        self.config.get_config_data()
        self.sensors = self.config.data
        self.error = ErrorHandler()
        # deprecated
        if self.config.data["dht22"]:
            from sensorlib.dht22 import DHT22
            self.dht22 = DHT22()
        if self.config.data["ds18b20"]:
            from sensorlib.ds1820 import DS18B20
            self.temp_sensor = DS18B20()
        if self.config.data["fft"] or self.config.data["wav"]:
            from sensorlib.microphone import Microphone
            self.microphone = Microphone()
        if self.config.data["scale"]:
            from sensorlib.scale import Scale
            self.scale = Scale()
        if self.config.data["aht20"]:
            from sensorlib.aht20 import AHT20
            self.aht20 = AHT20()

        self.data = dict()
        self.timestamp = ""

    def get_data(self, sensor):
        try:
            self.config.get_config_data()
            return getattr(self, 'get_' + sensor)()
        except Exception as e:
            self.error.log.exception(e)

    def get_ds18b20(self):
        try:
            sensor_counter = self.temp_sensor.device_count()
            ds_temp = []
            if sensor_counter != 0 and sensor_counter != "NoneType":
                for x in range(sensor_counter):
                    for i in range(int(self.config.settings["median"])):
                        value = self.temp_sensor.tempC(x)
                        if value == 998 or value == 85.0:
                            raise SensorDataError("DS18B20")
                        else:
                            ds_temp.append(self.temp_sensor.tempC(x))
                            time.sleep(1)

                    if range(len(ds_temp)) != 0 or ds_temp != "nan":
                        median_ds_temp = median(ds_temp)
                        self.data[f"ds18b20-{x}"] = median_ds_temp
                return True
            else:
                raise SensorDataError("DS18B20")

        except Exception as e:
            print(e)
            self.error.log.exception(e)
            return False

    def get_aht20(self):
        try:
            aht_data = self.aht20.get_data()

            if aht_data["status"]:
                self.data["temp"] = aht_data["temp"]
                self.data["hum"] = aht_data["hum"]
                return True
            else:
                raise SensorDataError("AHT20")
        except Exception as e:
            self.error.log.exception(e)

    def get_dht22(self):
        try:
            dht_data = self.dht22.get_data()

            if dht_data:
                self.data["temp"] = dht_data["temp"]
                self.data["hum"] = dht_data["hum"]
                return True
            else:
                raise SensorDataError("DHT22")

        except Exception as e:
            self.error.log.exception(e)

    def get_scale(self):
        try:
            weight = self.scale.get_data()
            if weight:
                self.data["weight"] = weight
                return True
            else:
                raise SensorDataError("SCALE")

        except Exception as e:
            self.error.log.exception(e)

    def get_fft(self):
        try:
            fft_data = self.microphone.get_fft_data()
            if fft_data["status"]:

                dir_name = get_dir_time()
                dir_path = f"{self.config.usb_path}/fft/{dir_name}"

                file_name = self.timestamp
                file_path = f"{dir_path}/{file_name}.json"

                if not os.path.exists(dir_path):
                    os.mkdir(dir_path)

                os.system(f"sudo touch {file_path}")
                db = TinyDB(file_path)
                db.insert({
                    "source": "microphone",
                    "time": get_time(),
                    "data": str(fft_data["data"]),
                })
                return True
            else:
                raise SensorDataError("MICROPHONE")

        except Exception as e:
            print(e)
            self.error.log.exception(e)

    def get_wav(self):
        try:
            dir_name = get_dir_time()
            dir_path = f"{self.config.usb_path}/wav/{dir_name}"

            filename = self.timestamp
            filepath = f"{dir_path}/{filename}.wav"

            if not os.path.exists(dir_path):
                os.mkdir(dir_path)

            if self.microphone.write_wav_data(filepath):
                return True
            else:
                raise SensorDataError("MICROPHONE")

        except Exception as e:
            self.error.log.exception(e)
            return False
Example #11
0
from flask import Flask, render_template, jsonify, request
from sensorlib.scale import Scale
from helper.logging_activity import Log
from helper.api_data import ApiData

log = Log()
try:
    scale = Scale()  # Scale for /api data
except Exception as e:
    log.write_log("something went wrong with the scale!: {}".format(e))

app = Flask(__name__)


@app.route('/')
def start():
    cal = scale.calibrated()
    error = scale.has_error()
    return render_template('start.html', title="start", calibrated=cal, error=error)


@app.route('/log')  # reading log file
def read_log():
    file = open("/var/www/upload/log.txt", "r")
    f = file.readlines()
    print(f)
    return render_template('log.html', title="debug mode", log_content=f)


@app.route('/calibrate')  # start calibrate the scale
def calibrate():
Example #12
0
    def prepare_usb_drive(self):
        is_config = False
        is_scale_reset = False
        is_wittypi_script = False
        is_tara = False
        is_update = False
        is_wpa = False
        is_test = False
        is_sync_time = False
        try:
            # init
            if self.config.settings["device_id"] == "init":
                dirs = os.listdir(mapping.usb_path)
                for stick_dir in dirs:
                    if "." not in stick_dir and "System" not in stick_dir:
                        self.config.set_config_data("SETTINGS", "device_id",
                                                    stick_dir)
                        self.config.get_config_data()

            # create device dir on usb stick
            if not os.path.exists(self.config.usb_path):
                os.mkdir(self.config.usb_path)
                os.system(
                    f"touch {os.path.join(self.config.usb_path, 'error.log')}")

            # calc information and write to stick
            self.info_helper.calc(self.config.usb_path)

            # create fft dir on usb stick
            if not os.path.exists(os.path.join(self.config.usb_path, "fft")):
                os.mkdir(os.path.join(self.config.usb_path, "fft"))

            # create wav dir on usb stick
            if not os.path.exists(os.path.join(self.config.usb_path, "wav")):
                os.mkdir(os.path.join(self.config.usb_path, "wav"))

            # list usb files
            device_stick_files = os.listdir(self.config.usb_path)
            for stick_files in device_stick_files:

                if "test" in stick_files:
                    is_test = True

                if "sync" in stick_files:
                    is_sync_time = True

                if "conf.ini" in stick_files:
                    is_config = True

                if "schedule.wpi" in stick_files:
                    is_wittypi_script = True

                if "tara" in stick_files:
                    is_tara = True

                if "reset" in stick_files:
                    is_scale_reset = True

                if "update.sh" in stick_files:
                    is_update = True

                if "wpa_supplicant.conf" in stick_files:
                    is_wpa = True

            if is_update:
                self.update_system()

            if is_sync_time:
                try:
                    call("/home/pi/wittypi/syncTime.sh")
                    os.system(
                        f"sudo rm {os.path.join(self.config.usb_path, 'sync')}"
                    )
                except Exception as e:
                    self.error.log.exception(e)

            if is_test:
                from sensorlib.rgb import RGB
                os.system(
                    f"sudo rm {os.path.join(self.config.usb_path, 'test')}")

                led = RGB()
                if not self.test_system():
                    led.red()
                    time.sleep(3600)
                else:
                    led.blink("green", 5, 1)
                os.system("sudo reboot")

            if is_config:
                self.update_config()

            if is_wittypi_script:
                # todo wittipy log wird voll
                shutil.copy(os.path.join(self.config.usb_path, "schedule.wpi"),
                            mapping.witty_pi)
                os.system(
                    f"sudo rm {os.path.join(self.config.usb_path, 'schedule.wpi')}"
                )
                call("/home/pi/wittypi/runScript.sh")

            if is_tara:
                from sensorlib.scale import Scale
                scale = Scale()
                scale.tare()
                os.system(f"sudo rm {self.config.usb_path}/tara")
                time.sleep(5)
                os.system("sudo reboot")

            if is_scale_reset:
                self.reset_scale()

            if is_wpa:
                shutil.copy(
                    os.path.join(self.config.usb_path, "wpa_supplicant.conf"),
                    mapping.wpa_path)
                os.system(
                    f"rm {os.path.join(self.config.usb_path, 'wpa_supplicant.conf')}"
                )
                time.sleep(5)
                os.system("sudo reboot")

        except Exception as e:
            print(e)
Example #13
0
class Dataset:
    def __init__(self):
        self.config = LocalConfig()
        self.user_credentials = UserConfig()
        self.config.get_config_data()
        try:
            self.dht22 = DHT22(int(self.config.dht22_pin))
        except Exception as e:
            send_log("Failed to initialize DHT22: {}".format(e), "error")

        try:
            self.scale = Scale()
        except Exception as e:
            send_log("Failed to initialize scale: {}".format(e), "error")

        try:
            self.DS18B20 = DS18B20()
        except Exception as e:
            send_log("Failed to initialize DS18B20: {}".format(e), "error")

        self.last_measured_weight = 0
        self.median_weight = 0

    def get_data(self, sensor_type):
        dataset = False
        if sensor_type == "ds18b20":
            dataset = self.get_ds18b20_data()
        elif sensor_type == "dht22":
            dataset = self.get_dht22_data()
        elif sensor_type == "microphone":
            dataset = self.get_microphone_data()
        elif sensor_type == "scale":
            dataset = self.get_scale_data()

        return dataset

    def get_microphone_data(self):
        self.config.get_config_data()
        n_window = pow(2, 12)
        n_overlap = n_window / 2
        n_fft = n_window
        fs = int(self.config.audio_fs)

        try:
            audiodata = sd.rec(int(self.config.audio_duration) * fs,
                               samplerate=fs,
                               channels=1,
                               dtype='float64')
            sd.wait()
            data = audiodata.transpose()
            [F, pxx] = scipy.signal.welch(data,
                                          fs=fs,
                                          window='hanning',
                                          nperseg=n_window,
                                          noverlap=n_overlap,
                                          nfft=n_fft,
                                          detrend=False,
                                          return_onesided=True,
                                          scaling='density')
            temp_data = np.array(pxx).astype(float)
            data = temp_data.tolist()

            dataset = [[{
                "sourceId":
                "audio-{0}".format(self.user_credentials.client_id),
                "values": [
                    {
                        "ts": get_time(is_dataset=True),
                        "values": data[0]
                    },
                ]
            }]]
            if median(data[0]) == 0:  # no microphone available
                return False
            else:
                return dataset

        except Exception:
            return False

    def get_ds18b20_data(self):
        self.config.get_config_data()
        try:
            sensor_counter = self.DS18B20.device_count()
            dataset = []
            ds_temp = []
            if sensor_counter != 0 and sensor_counter != "NoneType":
                for x in range(sensor_counter):
                    for i in range(int(self.config.interval_median)):
                        value = self.DS18B20.tempC(x)
                        if value == 998 or value == 85.0:
                            return False
                        else:
                            ds_temp.append(self.DS18B20.tempC(x))
                            time.sleep(3)

                    if range(len(ds_temp)) != 0 or ds_temp != "nan":
                        median_ds_temp = median(ds_temp)
                        dataset.append([{
                            "sourceId":
                            "ds18b20-{0}-{1}".format(
                                x, self.user_credentials.client_id),
                            "values": [
                                {
                                    "ts": get_time(is_dataset=True),
                                    "value": float(median_ds_temp)
                                },
                            ]
                        }])
                return dataset
            else:
                return False

        except Exception:
            return False

    def get_dht22_data(self):
        self.config.get_config_data()
        try:
            temp = []
            hum = []
            dataset = []
            for i in range(int(self.config.interval_median)):
                dhtdata = self.dht22.get_data()
                temp.append(dhtdata['temp'])
                hum.append(dhtdata['hum'])
                time.sleep(1)

            median_temp = median(temp)
            median_hum = median(hum)

            dataset.append([{
                "sourceId":
                "dht22-temperature-{0}".format(
                    self.user_credentials.client_id),
                "values": [
                    {
                        "ts": get_time(is_dataset=True),
                        "value": float(median_temp)
                    },
                ]
            }])
            dataset.append([{
                "sourceId":
                "dht22-humidity-{0}".format(self.user_credentials.client_id),
                "values": [
                    {
                        "ts": get_time(is_dataset=True),
                        "value": float(median_hum)
                    },
                ]
            }])

            return dataset

        except Exception:
            return False

    def get_scale_data(self):
        self.config.get_config_data()
        weight = []
        control_measure = 0
        try:
            while control_measure < 2:
                control_measure += 1
                for i in range(int(self.config.interval_median)):
                    weight.append(self.scale.get_data())

                self.median_weight = median(weight)

                if self.last_measured_weight == self.median_weight:
                    control_measure += 1

            self.last_measured_weight = self.median_weight

            dataset = [[{
                "sourceId":
                "scale-{0}".format(self.user_credentials.client_id),
                "values": [{
                    "ts": get_time(is_dataset=True),
                    "value": self.median_weight
                }]
            }]]

            return dataset

        except Exception:
            return False