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@ -1,3 +1,7 @@
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"""Notifies users when laundry is done."""
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# pylint: disable=import-error
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import configparser
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import logging
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import math
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@ -22,49 +26,53 @@ G_RANGE = 2
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INTERVAL = 0.005 # seconds
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WINDOW_SIZE = 1000 # intervals
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THRESHOLD = 0.025 # G's
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MAX_EMAIL_FREQUENCY = 60 # seconds
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MAX_NOTIFICATION_FREQUENCY = 60 # seconds
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MIN_NOTIFICATION_PERIOD = 60 # seconds
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CONFIG_FILE_PATH = '/home/pi/laundry-notifier/laundry_notifier/laundry_notifier.conf'
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LOG_FORMAT = '%(asctime)-15s %(message)s'
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def average(s):
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return sum(s) * 1.0 / len(s)
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def average(a_list):
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"""Computes the average of `a_list`.
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:param a_list: The list of numbers
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:return: The average of the list
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"""
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return sum(a_list) * 1.0 / len(a_list)
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def stdev(s):
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if not s:
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def stdev(a_list):
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"""Computes the standard deviation for `a_list`.
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:param a_list: The list of numbers
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:return: The standard deviation of the list
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"""
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if not a_list:
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return 0
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avg = average(list(s))
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variance = map(lambda x: (x - avg) ** 2, s)
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avg = average(list(a_list))
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variance = [(item - avg) ** 2 for item in a_list]
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return math.sqrt(average(list(variance)))
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def notify_user(username, password, recipient_email_address):
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logging.info("Alerting " + recipient_email_address)
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msg = MIMEText(ALERT_EMAIL_TEXT)
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# me == the sender's email address
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# you == the recipient's email address
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msg['Subject'] = 'Laundry Finished'
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msg['From'] = 'pi@localhost'
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msg['To'] = recipient_email_address
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# Send the message via our own SMTP server.
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server = smtplib.SMTP('smtp.gmail.com:587')
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server.starttls()
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server.login(username, password)
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server.send_message(msg)
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server.quit()
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def enqueue(sliding_window, item):
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"""Enqueues an item onto the sliding window.
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Drops items if adding the item would exceed `WINDOW_SIZE` items.
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:param sliding_window: List object for the window
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:param item: Item to add
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"""
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if len(sliding_window) == WINDOW_SIZE:
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sliding_window.pop(0)
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sliding_window.append(item)
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def amplitude_stdev(sliding_window):
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"""Gets the standard deviations for each axis of the sliding window.
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:param sliding_window: List of dicts with 'x', 'y', and 'z' keys
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:return: List of dicts with the standard deviations of the 'x',
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'y', and 'z'
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"""
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standard_deviations = {}
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for key in ('x', 'y', 'z'):
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values = [measurement[key] for measurement in sliding_window]
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@ -72,32 +80,103 @@ def amplitude_stdev(sliding_window):
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return standard_deviations
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def send_notifications(last_notification_sent_at, iftttkey):
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seconds_since_last_notification = \
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(datetime.now() - last_notification_sent_at).seconds
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logging.info("Sending notification after %ds" % seconds_since_last_notification)
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# limit frequency of notifications
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if seconds_since_last_notification > MAX_NOTIFICATION_FREQUENCY:
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[notify_user(email) for email in RECIPIENT_EMAILS]
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# Notify if this, then that
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requests.get(
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'https://maker.ifttt.com/trigger/laundry_done/with/key/%s'
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% iftttkey)
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return datetime.now()
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return last_notification_sent_at
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class Notifier(object):
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"""Notifies users."""
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def __init__(self, last_sent_at=datetime(1970, 1, 1, 0, 0, 0)):
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self._last_sent_at = last_sent_at
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config = configparser.ConfigParser()
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config.read(CONFIG_FILE_PATH)
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notifications_section = config['notifications']
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self._email_username = notifications_section['email_username']
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self._email_password = notifications_section['email_password']
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self._iftttkey = notifications_section['ifttt_key']
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def _notify_email(self, recipient_email_address):
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"""Notifies a user via email.
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:param recipient_email_address: The recipient email address
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"""
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logging.info("Alerting " + recipient_email_address)
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msg = MIMEText(ALERT_EMAIL_TEXT)
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msg['Subject'] = 'Laundry Finished'
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msg['From'] = self._email_username
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msg['To'] = recipient_email_address
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# Send the message via our own SMTP server.
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server = smtplib.SMTP('smtp.gmail.com:587')
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server.starttls()
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server.login(self._email_username, self._email_password)
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server.send_message(msg)
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server.quit()
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def _notify_ifttt(self):
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"""Notifies If This, Then That."""
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url_format = 'https://maker.ifttt.com/trigger/laundry_done/with/key/{}'
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requests.get(url_format.format(self._iftttkey))
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def send_notifications(self):
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"""Sends notifications to users.
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Will do nothing if called more frequently than
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`MIN_NOTIFICATION_PERIOD` seconds.
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"""
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time_since_last_sent = datetime.now() - self._last_sent_at
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seconds_since_last_sent = time_since_last_sent.seconds
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logging.info("Sending notification after %ds", seconds_since_last_sent)
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# limit frequency of notifications
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if seconds_since_last_sent > MIN_NOTIFICATION_PERIOD:
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for email in RECIPIENT_EMAILS:
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self._notify_email(email)
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# Notify if this, then that
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self._notify_ifttt()
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self._last_sent_at = datetime.now()
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class LaundryStateDetector(object):
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"""Detects the current state of the laundry machine."""
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def __init__(self, accelerometer):
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self.accelerometer = accelerometer
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self._sliding_window = []
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self._dryer_state = 'off'
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self._notifier = Notifier()
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def step(self):
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"""Computes the next step of the sliding window."""
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g_values = self.accelerometer.get_xyz()
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enqueue(self._sliding_window, g_values)
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sliding_stdev = amplitude_stdev(self._sliding_window)
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if g_values:
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if sliding_stdev['x'] < THRESHOLD:
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# Notify recipients on state transitions from 'on' to 'off'
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if self._dryer_state == 'on':
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logging.info('Dryer turned off; sliding stdev is %f',
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sliding_stdev['x'])
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self._notifier.send_notifications()
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self._dryer_state = 'off'
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else:
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# Log state transitions from 'off' to 'on'
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if self._dryer_state == 'off':
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logging.info('Dryer turned on; sliding stdev is %f',
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sliding_stdev['x'])
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self._dryer_state = 'on'
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def run(self):
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"""Main loop for the laundry state detector."""
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logging.info('Started laundry notifier')
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while True:
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self.step()
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time.sleep(INTERVAL)
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def main():
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LOG_FORMAT = '%(asctime)-15s %(message)s'
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"""Main function to run as a script."""
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logging.basicConfig(format=LOG_FORMAT)
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logging.getLogger().setLevel(logging.INFO)
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logging.info('Started laundry notifier')
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config = configparser.ConfigParser()
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config.read(CONFIG_FILE_PATH)
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notifications_section = config['notifications']
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iftttkey = notifications_section['ifttt_key']
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email_username = notifications_section['email_username']
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email_password = notifications_section['email_password']
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with MMA8452Q() as accelerometer:
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# Configure accelerometer
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accelerometer.standby()
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@ -107,32 +186,9 @@ def main():
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# Settle
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time.sleep(INTERVAL)
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sliding_window = []
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dryer_state = 'off'
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last_notification_sent_at = datetime(1970, 1, 1, 0, 0, 0)
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while True:
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g_values = accelerometer.get_xyz()
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enqueue(sliding_window, g_values)
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sliding_stdev = amplitude_stdev(sliding_window)
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if g_values:
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if sliding_stdev['x'] < THRESHOLD:
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# Notify recipients on state transitions from 'on' to 'off'
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if dryer_state == 'on':
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logging.info('Dryer turned off; sliding stdev is %f' % sliding_stdev['x'])
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last_notification_sent_at = send_notifications(
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last_notification_sent_at,
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email_username,
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email_password,
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iftttkey)
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dryer_state = 'off'
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else:
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# Log state transitions from 'off' to 'on'
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if dryer_state == 'off':
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logging.info('Dryer turned on; sliding stdev is %f' % sliding_stdev['x'])
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dryer_state = 'on'
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time.sleep(INTERVAL)
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# Run the laundry state detector.
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detector = LaundryStateDetector(accelerometer)
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detector.run()
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if __name__ == '__main__':
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