Refresh for public use

README.md

@@ -1,7 +1,114 @@
-# tof-people-count
+# ToF People Count
 
-# ToDo
+Time-of-Flight based people count sensor, with the goal to work in a smart home environment. Currently setup to directly communicate with a Philips Hue Bridge and control a single group of lights.
-- Energy-saving/Off mode (Only one light slighty on to deal with the state) (How should power plugs be handled?)
+
+This is very much a work in progress, so every issue and/or pull request is welcome.
+
+Feel free to join and talk on my little server: https://discord.gg/ftwwSdY9e5
+
+## Initial setup and use
+
+### Required hardware
+
+-   Some kind of device that can run python and connect to the required sensor (developed for **Raspberry Pi Zero W**)
+-   **VL53L1X** sensor, I got: https://www.berrybase.de/vl53l1x-time-of-flight-tof-bewegungs-sensor-breakout
+-   Philips Hue Bridge recommended, or anything else you want to control with this sensor
+
+### Hardware setup
+
+Most importantly, the sensor should be in the door frame, pointing down. The orientation of the sensor is also important, since you want it to increase the count for people walking into your room, and decrease the count for people walking out.
+
+In the photos below you can see my current setup. The piece of cardboard is supposed to block sunlight from interfering with the sensor. Before the cardboard piece was attached, I had more issues with the sensors, especially in the morning, when sun was shining through a nearby window.
+
+The piece of cardboard is on the side of my room, which might help you to orient the sensor properly.
+
+<p align="left">
+    <img height="200px" src="/images/door.png" />
+    <br/>
+    <img height="200px" src="/images/controller.jpeg" />
+    <br/>
+    <img height="200px" src="/images/sensor.jpeg" />
+</p>
+
+Sadly, due to my limited time, there is so far no proper, easy way of changing the direction of the sensor in software. It is on my todo list tho (see below) and please don't hesistate to open issue if you require a certain feature! I am more than happy to help and expand this project.
+
+### Software setup
+
+This will go through the required setup for `simple_hue_counter.py` and `smart_hue_counter.py`.
+
+1. Clone the repository to your controller
+2. Make sure to install everything required from the `requirements.txt`
+3. Open your desired script (`simple_hue_counter.py` or `smart_hue_counter.py`) and edit the `hue_conf`
+
+    - `bridge_ip`: Insert the local ip-address of your philips hue bridge here
+    - `transition_time`: Supposed to be the duration of the light turning on and off, doesn't seem to work as expected tho. Feel free to play around with it.
+    - `light_group`: Enter the name of the light group/room you want to switch on and off. Just use the human readable name you gave your group in the philips hue app.
+    - `registered_file`: No need to change this.
+    - If you are using the `smart_*`-script:
+
+        - `ENABLE_MOTION_TRIGGERED_LIGHT`: Already turns on lights if someone is _in_ the door. If this is off, the light will only switch when you completely walked through the sensors field of view. Having it on thereby makes it switch on faster, which is especially desirable during the night.
+        - `ENABLE_SCHEDULE_TRIGGERS`: When turned on, will setup time triggers for the `SCHEDULE` defined below, so that (when someone is in the room) the light will automatically switch to the current scene when the corresponding time is reached.
+        - `SCHEDULE`: If left empty, lights will simply be turned on and off, reusing the previous color and brightness when they were turned off. If you want specific scenes to be turned on during different times of the day, you can define a Schedule here.
+
+            ```python
+            SCHEDULE: dict[time, str] = {
+                time(8, 0): "Good Morning",
+                time(18, 0): "Evening",
+                time(22, 0): "Nightlight",
+            }
+            ```
+
+            This schedule will use the scene "Good Morning" from 8am til 6pm, "Evening" from 6pm til 10pm and "Nightlight" from 10pm til 8am.
+
+            The scene name is also just the human readable name from the philips hue app. If you renamed a scene, you might need to use the previous name.
+
+4. Start your desired script for the first time. You need to press the pairing button on the philips hue bridge ideally in the first 30 seconds (the file referenced in `registered_file` should be created if successful)
+5. Setup your script to automatically run when your controller powers on (I like to use supervisor to manage my autostart processes)
+
+It should be working now, hopefully!
+
+### Use
+
+The initial count is 0.
+
+If you walk in, it will increase the counter. If the counter is >0, the lights will turn (or stay) on.
+
+If you walk out, it will decrease the counter. The counter does not go below 0. If the counter reaches 0, the lights will turn off, otherwise will stay on.
+
+Everytime someone triggers an event, the current state of the lights is checked. If the count should be 0, but the lights were on, it will be adjusted to 1, before applying the corresponding count (-1 for walking out, +1 for walking in).
+
+If the count should be >0, but the lights were off, it will be adjusted to 0, before applying the corresponding count.
+
+This way you can correct the counter by simply turning the lights on and off via the app. I personally recommended to setup voice commands for ease of use with the personal assistant of your choosing.
+
+A log is written with every event. Great for analysing wrong counts and fun statistics!
+
+## Outlook
+
+### ToDo
+
+-   Implement support for multiple sensor (server/clients) to control more than one group/room
+-   Energy-saving/Off mode (Only one light slighty turned on to keep track of current state) (How should power plugs be handled?)
 -   Daylight Adjustment (E.g. No ceiling lights during daytime)
-- Save scene when turning off, to reapply same scene when turning on
+-   Save scene when turning off, to re-apply same scene when turning on (Because just turning lights on turns ALL lights on of that group)
 -   Detect fast flickering of light state, indicating an issue, and disable the system for a few minutes
+-   Simple software switch to change direction of sensor
+-   Better project structure and objects
+-   Packaging it up for ease of use in custom projects
+-   Create implementation that can be used on energy-efficient microcontrollers like an esp
+-   Try out other sensors like the VL53L3CX
+-   Write proper hardware-guide
+
+### Goal
+
+Knowing how many people are in a room, is a really fun information. If at least one person is in a room, turn on the lights! If someone is listening to music alone in the room, and a second person enters the room, turn down the music for an easier conversation. If noone is in the room, lock the computer and put it to sleep after a while.
+
+I personally think, this has a lot of potential for future home automation, and actually makes peoples life easier. (Not like voice controlled light switches, just making it more difficult) Simply using distance sensors reduces the privacy implications significantly, compared to using some kind of camera setup for counting people.
+
+To actually be usable for a wider range of people, it needs to get more reliable, close to 100%. It ideally needs to be as reliable as an actual light switch.
+
+This shall remain an open source, privacy in mind, smart home application. Usable home-wide, not just for a single room. Certainly no requirement for an external server.
+
+Making it compatible with systems like homeassistant is definitely a good idea. Though I am actually planning to create my own little python framework for my personal needs, since homeassistant seems weirdly complicated to use to me and is missing some concepts like "room" or "person" that I would like to have.
+
+Take what you need, go wild, and have fun.

requirements.txt

@@ -1,11 +1,7 @@
 smbus2
 vl53l1x
 
-# For Home Assistant MQTT Sensor
+# For Philips Hue-based Counter
-paho-mqtt
-homeassistant-mqtt-binding
-
-# For Philips Hue Counter
 phue
 
 # For statistics

src/console_counter.py

@@ -1,5 +1,5 @@
-from sensor.people_counter import PeopleCounter
+from sensors.people_counter import PeopleCounter
-from sensor.vl53l1x_sensor import VL53L1XSensor
+from sensors.vl53l1x_sensor import VL53L1XSensor
 import logging
 
 counter = PeopleCounter(VL53L1XSensor())
@@ -11,7 +11,7 @@ logging.getLogger().setLevel(logging.INFO)
 def countChange(change: int) -> None:
     global peopleCount
     peopleCount += change
-    logging.info(f'People count change to: {peopleCount}')
+    logging.info(f"People count change to: {peopleCount}")
 
 
 counter.hookCounting(countChange)

src/home_assistant_counter.py

@@ -1,44 +0,0 @@
-from sensor.people_counter import PeopleCounter
-from sensor.vl53l1x_sensor import VL53L1XSensor
-import paho.mqtt.client as mqtt
-from HaMqtt.MQTTSensor import MQTTSensor
-from HaMqtt.MQTTUtil import HaDeviceClass
-import logging
-
-
-HA_URL = ""
-HA_PORT = 1883
-HA_SENSOR_NAME = ""
-HA_SENSOR_ID = ""
-HA_SENSOR_DEVICE_CLASS = HaDeviceClass.NONE
-SENSOR_UNIT = ""
-
-
-# Setup connection to HA
-mqttClient = mqtt.Client()
-mqttClient.connect(HA_URL, HA_PORT)
-mqttClient.loop_start()  # Keep conneciton alive
-
-# Setup mqtt binding
-sensor = MQTTSensor(HA_SENSOR_NAME, HA_SENSOR_ID, mqttClient, SENSOR_UNIT, HA_SENSOR_DEVICE_CLASS)
-logging.debug(f'Connected to topic {sensor.state_topic}')
-
-
-def countChange(change: int) -> None:
-    """Called when people count change is detected.
-    Sends update to the initialized HA instance.
-
-    Args:
-        change (int): Number of people leaving (<0) or entering (>0) a room.
-    """
-    # Send update to HA
-    global sensor
-    sensor.publish_state(change)
-    
-    logging.debug(f'People count changed by {change}')
-
-
-# Setup people count sensor
-counter = PeopleCounter(VL53L1XSensor())
-counter.hookCounting(countChange)
-counter.run()

src/sensors/__init__.py

@@ -0,0 +1,3 @@
+from sensors.vl53l1x_sensor import VL53L1XSensor
+from sensors.people_counter import PeopleCounter
+from sensors.tof_sensor import Directions

src/sensors/people_counter.py

@@ -1,5 +1,4 @@
-from typing import Dict
+from sensors.tof_sensor import ToFSensor, Directions
-from sensor.tof_sensor import ToFSensor, Directions
 from datetime import datetime
 import threading
 
@@ -13,7 +12,7 @@ TRIGGER_DISTANCES = "trigger_distances"
 END_DISTANCE = "end_distance"
 
 
-class PeopleCounter ():
+class PeopleCounter:
     def __init__(self, sensor: ToFSensor) -> None:
         self.sensor = sensor
         self.callbacks = {COUNTING_CB: [], TRIGGER_CB: [], CHANGE_CB: []}
@@ -37,11 +36,8 @@ class PeopleCounter ():
     def unhookChange(self, cb) -> None:
         self.callbacks[CHANGE_CB].remove(cb)
 
-    def getInitialDirectionState(self) -> Dict:
+    def getInitialDirectionState(self) -> dict[Directions, list]:
-        return {
+        return {Directions.INSIDE: [], Directions.OUTSIDE: []}
-            Directions.INSIDE: [],
-            Directions.OUTSIDE: []
-        }
 
     def run(self) -> None:
         self.keepRunning = True
@@ -66,7 +62,9 @@ class PeopleCounter ():
                 th.start()
 
                 # Reset state if state is finalised
-                if not self.isDirectionTriggered(Directions.INSIDE) and not self.isDirectionTriggered(Directions.OUTSIDE):
+                if not self.isDirectionTriggered(
+                    Directions.INSIDE
+                ) and not self.isDirectionTriggered(Directions.OUTSIDE):
                     self.directionState = self.getInitialDirectionState()
 
         self.sensor.close()
@@ -79,7 +77,10 @@ class PeopleCounter ():
                 return 0
 
             # Did every record start and end?
-            if directionState[direction][0][START_TIME] is None or directionState[direction][-1][END_TIME] is None:
+            if (
+                directionState[direction][0][START_TIME] is None
+                or directionState[direction][-1][END_TIME] is None
+            ):
                 return 0  # Return no change if not valid
 
         # Get times into variables
@@ -148,7 +149,7 @@ class PeopleCounter ():
     def handleTriggerCallbacks(self) -> None:
         triggerState = {
             Directions.INSIDE: self.isDirectionTriggered(Directions.INSIDE),
-            Directions.OUTSIDE: self.isDirectionTriggered(Directions.OUTSIDE)
+            Directions.OUTSIDE: self.isDirectionTriggered(Directions.OUTSIDE),
         }
 
         for cb in self.callbacks[TRIGGER_CB]:
@@ -159,7 +160,10 @@ class PeopleCounter ():
             cb(countChange, self.directionState)
 
     def isDirectionTriggered(self, direction: Directions) -> bool:
-        return len(self.directionState[direction]) > 0 and self.directionState[direction][-1][END_TIME] is None
+        return (
+            len(self.directionState[direction]) > 0
+            and self.directionState[direction][-1][END_TIME] is None
+        )
 
     def updateState(self, direction: Directions, distance: float) -> bool:
         triggered: bool = self.isTriggerDistance(distance)
@@ -170,12 +174,14 @@ class PeopleCounter ():
 
         if triggered and not previouslyTriggered:
             # Set as new beginning for this direction
-            self.directionState[direction].append({
+            self.directionState[direction].append(
+                {
                     START_TIME: datetime.now(),
                     END_TIME: None,
                     TRIGGER_DISTANCES: [distance],
-                END_DISTANCE: None
+                    END_DISTANCE: None,
-            })
+                }
+            )
             return True
         elif not triggered and previouslyTriggered:
             # Set as end for this direction

src/sensors/tof_sensor.py

@@ -5,7 +5,7 @@ class Directions(str, Enum):
     INSIDE = "indoor"
     OUTSIDE = "outdoor"
 
-    def other(direction: 'Direction') -> 'Direction':
+    def other(direction: "Directions") -> "Directions":
         if direction is Directions.INSIDE:
             return Directions.OUTSIDE
         else:
@@ -20,13 +20,11 @@ class ToFSensor:
         raise NotImplementedError()
 
     def setDirection(self, direction: Directions) -> None:
-        """Configure sensor to pick up the distance in a specific direction.
+        """Configure sensor to pick up the distance in a specific direction."""
-        """
         raise NotImplementedError()
 
     def getDistance(self) -> float:
-        """Returns new distance in cm.
+        """Returns new distance in cm."""
-        """
         raise NotImplementedError()
 
     def close(self) -> None:

src/sensors/vl53l1x_sensor.py

@@ -1,4 +1,4 @@
-from sensor.tof_sensor import Directions, ToFSensor
+from sensors.tof_sensor import Directions, ToFSensor
 import VL53L1X
 
 # Reference: https://github.com/pimoroni/vl53l1x-python
@@ -18,7 +18,7 @@ import VL53L1X
 #
 
 
-class VL53L1XSensor (ToFSensor):
+class VL53L1XSensor(ToFSensor):
     def __init__(self) -> None:
         super().__init__()
 
@@ -39,11 +39,10 @@ class VL53L1XSensor (ToFSensor):
         # 3 = Long Range
 
     def setDirection(self, direction: Directions) -> None:
-        """Configure sensor to pick up the distance in a specific direction.
+        """Configure sensor to pick up the distance in a specific direction."""
-        """
         direction_roi = {
             Directions.INSIDE: VL53L1X.VL53L1xUserRoi(6, 3, 9, 0),
-            Directions.OUTSIDE: VL53L1X.VL53L1xUserRoi(6, 15, 9, 12)
+            Directions.OUTSIDE: VL53L1X.VL53L1xUserRoi(6, 15, 9, 12),
         }
 
         roi = direction_roi[direction]
@@ -53,8 +52,7 @@ class VL53L1XSensor (ToFSensor):
         self.sensor.start_ranging(self.ranging)
 
     def getDistance(self) -> float:
-        """Returns new distance in cm.
+        """Returns new distance in cm."""
-        """
         distance = self.sensor.get_distance()
 
         return distance / 10

src/services/philips_hue.py

@@ -5,18 +5,18 @@ import logging
 import socket
 
 
-class PhilipsHue ():
+class PhilipsHue:
     def __init__(self, config):
         self.config = config
         self.connect()
 
     def connect(self):
-        registered = Path(self.config['registered_file']).is_file()
+        registered = Path(self.config["registered_file"]).is_file()
         success = False
         while success == False:
             try:
                 logging.info("Connecting to hue bridge")
-                self.bridge = Bridge(self.config['bridge_ip'])
+                self.bridge = Bridge(self.config["bridge_ip"])
                 self.bridge.connect()
                 success = True
             except Exception as e:
@@ -32,7 +32,7 @@ class PhilipsHue ():
         if registered == False:
             # register
             logging.info("Saving registration")
-            Path(self.config['registered_file']).touch()
+            Path(self.config["registered_file"]).touch()
 
     def get_state(self):
         return self.__execute__(lambda: self.bridge.get_api())
@@ -42,8 +42,8 @@ class PhilipsHue ():
 
     def get_scene_by_name(self, name):
         for key, scene in self.get_scenes().items():
-            if scene['name'] == name:
+            if scene["name"] == name:
-                scene['id'] = key
+                scene["id"] = key
                 return scene
         return None
 
@@ -60,12 +60,14 @@ class PhilipsHue ():
         return self.__execute__(lambda: self.bridge.get_group(id, command))
 
     def set_group_scene(self, group_name, scene_name):
-        scene_id = self.get_scene_by_name(scene_name)['id']
+        scene_id = self.get_scene_by_name(scene_name)["id"]
-        return self.__execute__(lambda: self.set_group(group_name, self.create_conf({'scene': scene_id})))
+        return self.__execute__(
+            lambda: self.set_group(group_name, self.create_conf({"scene": scene_id}))
+        )
 
     def create_conf(self, conf):
-        if 'transitiontime' not in conf.keys():
+        if "transitiontime" not in conf.keys():
-            conf['transitiontime'] = self.config['transition_time']
+            conf["transitiontime"] = self.config["transition_time"]
         return conf
 
     def __execute__(self, function):
@@ -74,13 +76,13 @@ class PhilipsHue ():
         except socket.timeout as e:
             # Try to reconnect
             logging.exception(
-                "Could not execute function. Trying to reconnect to bridge")
+                "Could not execute function. Trying to reconnect to bridge"
+            )
             logging.exception(str(e))
             try:
                 self.connect()
             except Exception as e:
-                logging.exception(
+                logging.exception("Reconnect did not succeed, skipping execution")
-                    "Reconnect did not succeed, skipping execution")
                 logging.exception(str(e))
                 return
             # Now try again

src/simple_hue_counter.py

@@ -0,0 +1,121 @@
+from datetime import datetime
+from services.philips_hue import PhilipsHue
+from sensors.people_counter import PeopleCounter
+from sensors.vl53l1x_sensor import VL53L1XSensor
+import logging
+import json
+
+
+LOG_FILE_PATH = "log.txt"  # Path for logs
+hue_conf = {
+    "bridge_ip": "",
+    "transition_time": 10,  # seconds
+    # Light group to control
+    "light_group": "",
+    # If file exists, application is considered 'registered' at the bridge
+    "registered_file": "smart_light_registered.bridge",
+}  # Custom configuration for philips hue
+
+
+hue: PhilipsHue = PhilipsHue(hue_conf)  # Light interface
+counter: PeopleCounter = PeopleCounter(VL53L1XSensor())  # Sensor object
+peopleCount: int = 0  # Global count of people on the inside
+
+logging.getLogger().setLevel(logging.INFO)
+
+
+def change_cb(countChange: int, directionState: dict):
+    """Handles basic logging of event data for later analysis.
+
+    Args:
+        countChange (int): The change in the number of people. Usually on of [-1, 0, 1].
+        directionState (dict): Object describing the internal state of the sensor.
+    """
+    data = {
+        "version": "v0.0",
+        "previousPeopleCount": peopleCount,
+        "countChange": countChange,
+        "directionState": directionState,
+        "dateTime": datetime.now(),
+        "motionTriggeredLights": False,
+    }
+
+    try:
+        with open(LOG_FILE_PATH, "a") as f:
+            f.write(json.dumps(data, default=str) + "\n")
+    except Exception as ex:
+        logging.exception(f"Unable to write log file. {ex}")
+
+
+def count_change(change: int) -> None:
+    """Handles light state when people count changes
+
+    Args:
+        change (int): The change in the number of people. Usually on of [-1, 0, 1].
+    """
+    global hue
+    global peopleCount
+
+    # Are lights on at the moment?
+    previous_lights_state = get_light_state()
+
+    # Apply correction
+    if peopleCount <= 0 and previous_lights_state:
+        # Count was 0, but lights were on => people count was not actually 0
+        peopleCount = 1
+        logging.debug(f"People count corrected to {peopleCount}")
+    elif peopleCount > 0 and not previous_lights_state:
+        # Count was >0, but lights were off => people count was actually 0
+        peopleCount = 0
+        logging.debug(f"People count corrected to {peopleCount}")
+
+    peopleCount += change
+    if peopleCount < 0:
+        peopleCount = 0
+    logging.debug(f"People count changed by {change}")
+
+    # Handle light
+    target_light_state = peopleCount > 0
+
+    # Return, if there is no change
+    if previous_lights_state == target_light_state:
+        return
+
+    set_light_state(target_light_state)
+
+
+def set_light_state(target_light_state: bool) -> bool:
+    """Sets the lights to the given state.
+
+    Args:
+        target_light_state (bool): Should lights on the inside be on or off.
+
+    Returns:
+        bool: Previous light state.
+    """
+    # Are lights on at the moment?
+    previous_lights_state = get_light_state()
+    if target_light_state == previous_lights_state:
+        return previous_lights_state
+
+    # Adjust light as necessary
+    hue.set_group(hue_conf["light_group"], {"on": target_light_state})
+    logging.debug(f"Light state changed to {target_light_state}")
+
+    return previous_lights_state
+
+
+def get_light_state() -> bool:
+    """
+    Returns:
+        bool: Current light state.
+    """
+    return hue.get_group(hue_conf["light_group"])["state"]["any_on"]
+
+
+if __name__ == "__main__":
+    # Represents callback trigger order
+    counter.hookChange(change_cb)
+    counter.hookCounting(count_change)
+
+    counter.run()

src/smart_hue_counter.py

@@ -1,9 +1,6 @@
 from datetime import datetime, time, timedelta
-from typing import Dict
+from services.philips_hue import PhilipsHue
-from interface.philips_hue import PhilipsHue
+from sensors import PeopleCounter, Directions, VL53L1XSensor
-from sensor.people_counter import PeopleCounter
-from sensor.tof_sensor import Directions
-from sensor.vl53l1x_sensor import VL53L1XSensor
 import logging
 import json
 from timeloop import Timeloop
@@ -13,20 +10,26 @@ from timeloop import Timeloop
 ENABLE_MOTION_TRIGGERED_LIGHT = True
 
 # Should lights change when a certain time in the schedule is reached
-ENABLE_SCHEDULE_TRIGGERS = False    # Not working correctly at the moment, so turned off by default
+ENABLE_SCHEDULE_TRIGGERS = (
+    False  # Not working correctly at the moment, so turned off by default
+)
 
 # Schedule (Key is time after scene should be used. Value is scene name to be used.)
 # Needs to be sorted chronologically
-SCHEDULE = {}
+SCHEDULE: dict[time, str] = {
+    time(8, 0): "Good Morning",
+    time(18, 0): "Evening",
+    time(22, 0): "Nightlight",
+}
 
 
 LOG_FILE_PATH = "log.txt"  # Path for logs
 hue_conf = {
-    'bridge_ip': '',
+    "bridge_ip": "",
-    'transition_time': 10,  # seconds
+    "transition_time": 10,  # seconds
-    'light_group': '',
+    "light_group": "",
     # If file exists, application is considered 'registered' at the bridge
-    'registered_file': 'smart_light_registered.bridge'
+    "registered_file": "smart_light_registered.bridge",
 }  # Custom configuration for philips hue
 
 
@@ -88,27 +91,27 @@ def get_scene_for_time(time: time) -> str:
     return list(SCHEDULE.values())[-1]
 
 
-def change_cb(countChange: int, directionState: Dict):
+def change_cb(countChange: int, directionState: dict):
     """Handles basic logging of event data for later analysis.
 
     Args:
         countChange (int): The change in the number of people. Usually on of [-1, 0, 1].
-        directionState (Dict): Object describing the internal state of the sensor.
+        directionState (dict): Object describing the internal state of the sensor.
     """
     data = {
-        'version': 'v0.0',
+        "version": "v0.0",
-        'previousPeopleCount': peopleCount,
+        "previousPeopleCount": peopleCount,
-        'countChange': countChange,
+        "countChange": countChange,
-        'directionState': directionState,
+        "directionState": directionState,
-        'dateTime': datetime.now(),
+        "dateTime": datetime.now(),
-        'motionTriggeredLights': motion_triggered_lights
+        "motionTriggeredLights": motion_triggered_lights,
     }
 
     try:
-        with open(LOG_FILE_PATH, 'a') as f:
+        with open(LOG_FILE_PATH, "a") as f:
             f.write(json.dumps(data, default=str) + "\n")
     except Exception as ex:
-        logging.exception(f'Unable to write log file. {ex}')
+        logging.exception(f"Unable to write log file. {ex}")
 
 
 def count_change(change: int) -> None:
@@ -128,16 +131,16 @@ def count_change(change: int) -> None:
     if peopleCount <= 0 and previous_lights_state and not motion_triggered_lights:
         # Count was 0, but lights were on (not because of motion triggers) => people count was not actually 0
         peopleCount = 1
-        logging.debug(f'People count corrected to {peopleCount}')
+        logging.debug(f"People count corrected to {peopleCount}")
     elif peopleCount > 0 and not previous_lights_state:
         # Count was >0, but lights were off => people count was actually 0
         peopleCount = 0
-        logging.debug(f'People count corrected to {peopleCount}')
+        logging.debug(f"People count corrected to {peopleCount}")
 
     peopleCount += change
     if peopleCount < 0:
         peopleCount = 0
-    logging.debug(f'People count changed by {change}')
+    logging.debug(f"People count changed by {change}")
 
     # Handle light
     target_light_state = peopleCount > 0
@@ -152,11 +155,11 @@ def count_change(change: int) -> None:
     set_light_state(target_light_state)
 
 
-def trigger_change(triggerState: Dict):
+def trigger_change(triggerState: dict):
     """Handles motion triggered light state.
 
     Args:
-        triggerState (Dict): Describing in what directions the sensor is triggerd.
+        triggerState (dict): Describing in what directions the sensor is triggerd.
     """
     global hue
     global motion_triggered_lights
@@ -164,7 +167,9 @@ def trigger_change(triggerState: Dict):
     target_light_state = None
 
     # Is someone walking close to the door?
-    motion_detected = triggerState[Directions.INSIDE] or triggerState[Directions.OUTSIDE]
+    motion_detected = (
+        triggerState[Directions.INSIDE] or triggerState[Directions.OUTSIDE]
+    )
     target_light_state = motion_detected
 
     # Does motion triggered light need to do anything?
@@ -199,9 +204,8 @@ def set_light_scene(target_scene: str) -> bool:
         return
 
     # Set lights to scene
-    hue.set_group_scene(hue_conf['light_group'], target_scene)
+    hue.set_group_scene(hue_conf["light_group"], target_scene)
-    logging.debug(
+    logging.debug(f"Light scene set to {target_scene}")
-        f'Light scene set to {target_scene}')
 
 
 def set_light_state(target_light_state: bool) -> bool:
@@ -218,16 +222,17 @@ def set_light_state(target_light_state: bool) -> bool:
     if target_light_state == previous_lights_state:
         return previous_lights_state
 
-    # Adjust light as necessary
+    # Adjust light if necessary
     target_scene = get_scene_for_time(datetime.now().time())
     if target_light_state and target_scene:
         # Set to specific scene if exists
-        hue.set_group_scene(hue_conf['light_group'], target_scene)
+        hue.set_group_scene(hue_conf["light_group"], target_scene)
         logging.debug(
-            f'Light state changed to {target_light_state} with scene {target_scene}')
+            f"Light state changed to {target_light_state} with scene {target_scene}"
+        )
     else:
-        hue.set_group(hue_conf['light_group'], {'on': target_light_state})
+        hue.set_group(hue_conf["light_group"], {"on": target_light_state})
-        logging.debug(f'Light state changed to {target_light_state}')
+        logging.debug(f"Light state changed to {target_light_state}")
 
     return previous_lights_state
 
@@ -237,24 +242,22 @@ def get_light_state() -> bool:
     Returns:
         bool: Current light state.
     """
-    return hue.get_group(hue_conf['light_group'])['state']['any_on']
+    return hue.get_group(hue_conf["light_group"])["state"]["any_on"]
 
 
 def update_scene():
-    """Called by time trigger to update light scene if lights are on.
+    """Called by time trigger to update light scene if lights are on."""
-    """
     scene = get_scene_for_time(datetime.now().time())
 
     if scene is None:
         return
 
     set_light_scene(scene)
-    logging.debug(f'Updated scene at {datetime.now().time()} to {scene}.')
+    logging.debug(f"Updated scene at {datetime.now().time()} to {scene}.")
 
 
 def register_time_triggers():
-    """Registeres time triggered callbacks based on the schedule, to adjust the current scene, if lights are on.
+    """Registeres time triggered callbacks based on the schedule, to adjust the current scene, if lights are on."""
-    """
     global SCHEDULE
     if SCHEDULE is None or len(SCHEDULE) <= 0:
         return

src/statistics/statistics.py

@@ -1,7 +1,5 @@
 from datetime import datetime
 import json
-from typing import Dict
-from xmlrpc.client import Boolean
 
 import matplotlib.pyplot as plt
 
@@ -15,20 +13,21 @@ with open(FILE_PATH, "r") as file:
     content = file.readlines()
 
 
-def parse_log_entry(entry: Dict) -> Dict:
+def parse_log_entry(entry: dict) -> dict:
     # Only keep last record of a sequence
     if not is_last_in_sequence(entry):
         return False
 
     entry["dateTime"] = datetime.strptime(
-        str(entry["dateTime"])[:19], "%Y-%m-%d %H:%M:%S")
+        str(entry["dateTime"])[:19], "%Y-%m-%d %H:%M:%S"
+    )
     if entry["dateTime"] < datetime(2022, 1, 1):
         return False
 
     return entry
 
 
-def is_last_in_sequence(entry: Dict) -> Boolean:
+def is_last_in_sequence(entry: dict) -> bool:
     indoor = entry["directionState"]["indoor"]
     outdoor = entry["directionState"]["outdoor"]
 
@@ -60,7 +59,7 @@ times: list[datetime] = [entry["dateTime"] for entry in log]
 counts: list[int] = [entry["previousPeopleCount"] for entry in log]
 ax.step(times, counts, where="pre")
 plt.show()
-print("-"*20)
+print("-" * 20)
 
 
 # Print stats
@@ -70,12 +69,11 @@ walk_unders = [entry for entry in log if entry["countChange"] == 0]
 print("Number of walk-ins:", len(walk_ins))
 print("Number of walk-outs:", len(walk_outs))
 print("Number of walk-unders:", len(walk_unders))
-print("-"*20)
+print("-" * 20)
 
 # Calculate faults
 for c, n in zip(list(range(len(log))), list(range(len(log)))[1:]):
-    estimated_count: int = log[c]["previousPeopleCount"] + \
+    estimated_count: int = log[c]["previousPeopleCount"] + log[c]["countChange"]
-        log[c]["countChange"]
     faulty: bool = estimated_count != log[n]["previousPeopleCount"]
     log[c]["faulty"] = faulty
     log[c]["faultyCount"] = log[c]["previousPeopleCount"] if faulty else None
@@ -85,11 +83,9 @@ fault_count = sum(1 for entry in log if entry["faulty"])
 print("Number of faults:", fault_count)
 print("Percentage of faults:", fault_count / len(log) * 100, "%")
 
-print("-"*20)
+print("-" * 20)
-faulty_off = [entry for entry in log if entry["faulty"]
+faulty_off = [entry for entry in log if entry["faulty"] and entry["faultyCount"] == 0]
-              and entry["faultyCount"] == 0]
+faulty_on = [entry for entry in log if entry["faulty"] and entry["faultyCount"] != 0]
-faulty_on = [entry for entry in log if entry["faulty"]
-             and entry["faultyCount"] != 0]
 print("Number of false-0:", len(faulty_off))
 print("Number of false-1:", len(faulty_on))
 print("Percentage of false-0:", len(faulty_off) / fault_count * 100, "%")