Introducing ... TheSillyHome , a Homeassistant Machine Learning (AI) Addon

[Nova]

Hi Team! Apologies for quite a delay in releasing new features. I was hit with the virus and wasn’t feeling all to well.

I have now pushed a new version to dev in dockerhub under the dev tag. This will be into the next weeks stable version.

This update includes changes to the frontend.

1. Recalibration with a button (instead of restarting the container ) for zero downtime. The Console logging is not async and so does only show output once the re-running completes.
   

   

2. Metrics dashboard - you can now review how the models are performing.
   

   

Keep it silly folks!
The next update is going to be focused on the models and accuracy (the fun stuff)

[lotohov]

thats nice ) i found that my new models was schooled by the automations ) now i have two automations )

[Nova]

Check out this new thread, home to all our release documentation!

[Nova]

Checkout our new Silly Home service on the cloud.

It’s free. Sign up now!

This is a culmination of 3 months of hard work and your interest, feedback and support is crucial to its development. Even if your platform is not available yet, sign up to register your interest!

[nickrout]

No one here wants a cloud solution.

[Vex (Marcin Bielecki)]

Hi, I installed and launched thesillyhome-addon-repo. What to do next? How to use it?

[customstudioyandexru]

Hi! I installed the Addon in Home assistant. Configured

- db_password: password
  db_username: homeassistant
  db_host: 192.168.1.134
  db_port: "3306"
  db_database: home-assistant_v2.db
  db_type: sqlite

installed

MariaDB
Current version: 2.5.2

In the magazine writes:

Starting to parse DB data
2023-02-07 09:21:56,743 - root - INFO - Reading from homedb...
2023-02-07 09:21:56,754 - root - INFO - Getting data from internal homeassistant db
2023-02-07 09:21:56,754 - root - INFO - Executing query
2023-02-07 09:21:56,763 - root - WARNING - Cannot find actuator cases for ids {'light.bathroom_lights', 'switch.livingroom_entrance_switch_right', 'light.bedroom_ceiling_light', 'switch.livingroom_entrance_switch_left', 'light.bedroom_sidetable_lamp', 'light.corridor_lights', 'switch.livingroom_entrance_switch_center'}. Removing...
2023-02-07 09:21:56,763 - root - WARNING - Cannot find sensor cases for ids {'binary_sensor.bathroom_entrance_sensor_occupancy', 'binary_sensor.corridor_end_sensor_occupancy', 'sensor.corridor_end_sensor_illuminance_lux', 'binary_sensor.livingroom_desk_sensor_occupancy', 'weather.home', 'sensor.livingroom_desk_sensor_illuminance_lux', 'sensor.corridor_entrance_sensor_illuminance_lux', 'sensor.bedroom_entrance_sensor_illuminance_lux', 'binary_sensor.chris_phone_is_charging', 'binary_sensor.bedroom_entrance_sensor_occupancy', 'device_tracker.chris_phone', 'binary_sensor.corridor_entrance_sensor_occupancy', 'sensor.bathroom_entrance_sensor_illuminance_lux'}. Removing...
2023-02-07 09:21:56,764 - root - INFO - []
2023-02-07 09:21:56,764 - root - INFO - []
2023-02-07 09:21:56,766 - root - INFO - Add previous state...
2023-02-07 09:21:56,766 - root - INFO - Start parallelization processing...
2023-02-07 09:21:56,784 - root - WARNING - No metrics.
2023-02-07 09:21:56,785 - root - INFO - Completed!
2023-02-07 09:21:56,799 - root - INFO - Runnining cron with cadence 0 0 * * 0
Starting Appdaemon
Starting frontend on 0.0.0.0:2300
Listening on 0.0.0.0:2300
2023-02-07 06:21:57.675989 INFO AppDaemon: AppDaemon Version 4.2.1 starting
2023-02-07 06:21:57.676117 INFO AppDaemon: Python version is 3.9.16
2023-02-07 06:21:57.676201 INFO AppDaemon: Configuration read from: /thesillyhome_src/appdaemon/appdaemon.yaml
2023-02-07 06:21:57.676305 INFO AppDaemon: Added log: AppDaemon
2023-02-07 06:21:57.676380 INFO AppDaemon: Added log: Error
2023-02-07 06:21:57.676444 INFO AppDaemon: Added log: Access
2023-02-07 06:21:57.676520 INFO AppDaemon: Added log: Diag
2023-02-07 06:21:57.688343 INFO AppDaemon: Loading Plugin HASS using class HassPlugin from module hassplugin
2023-02-07 06:21:57.825857 INFO HASS: HASS Plugin Initializing
2023-02-07 06:21:57.826516 INFO HASS: HASS Plugin initialization complete
2023-02-07 06:21:57.826805 INFO AppDaemon: HTTP is disabled
2023-02-07 06:21:57.833473 INFO HASS: Connected to Home Assistant 2023.2.2
2023-02-07 06:21:57.846275 INFO AppDaemon: App 'model_executor' added
2023-02-07 06:21:57.848495 INFO AppDaemon: Found 1 total apps
2023-02-07 06:21:57.849276 INFO AppDaemon: Starting Apps with 1 workers and 1 pins
2023-02-07 06:21:57.877802 INFO HASS: Evaluating startup conditions
2023-02-07 06:21:57.887557 INFO HASS: Startup condition met: hass state=RUNNING
2023-02-07 06:21:57.887868 INFO HASS: All startup conditions met
2023-02-07 06:21:57.903660 INFO AppDaemon: Got initial state from namespace default
2023-02-07 06:21:59.854620 INFO AppDaemon: Scheduler running in realtime
2023-02-07 06:21:59.856436 INFO AppDaemon: Adding /thesillyhome_src/appdaemon/apps to module import path
2023-02-07 06:21:59.857432 INFO AppDaemon: Loading App Module: /thesillyhome_src/appdaemon/apps/model_executor.py
2023-02-07 06:22:00.116386 INFO AppDaemon: Initializing app model_executor using class ModelExecutor from module model_executor
2023-02-07 06:22:00.140936 WARNING model_executor: ------------------------------------------------------------
2023-02-07 06:22:00.141764 WARNING model_executor: Unexpected error running initialize() for model_executor
2023-02-07 06:22:00.142593 WARNING model_executor: ------------------------------------------------------------
2023-02-07 06:22:00.144165 WARNING model_executor: Traceback (most recent call last):
  File "/opt/venv/lib/python3.9/site-packages/appdaemon/app_management.py", line 165, in initialize_app
    await utils.run_in_executor(self, init)
  File "/opt/venv/lib/python3.9/site-packages/appdaemon/utils.py", line 337, in run_in_executor
    response = future.result()
  File "/usr/local/lib/python3.9/concurrent/futures/thread.py", line 58, in run
    result = self.fn(*self.args, **self.kwargs)
  File "/thesillyhome_src/appdaemon/apps/model_executor.py", line 27, in initialize
    self.init_db()
  File "/thesillyhome_src/appdaemon/apps/model_executor.py", line 51, in init_db
    db_rules_engine.loc[0] = 1
  File "/opt/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 716, in __setitem__
    iloc._setitem_with_indexer(indexer, value, self.name)
  File "/opt/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 1682, in _setitem_with_indexer
    self._setitem_with_indexer_missing(indexer, value)
  File "/opt/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 1982, in _setitem_with_indexer_missing
    raise ValueError("cannot set a frame with no defined columns")
ValueError: cannot set a frame with no defined columns
2023-02-07 06:22:00.146623 WARNING model_executor: ------------------------------------------------------------
2023-02-07 06:22:00.147353 INFO AppDaemon: App initialization complete

Is this how it should be? Does it work? Where can I track or watch something? Thanks for the help

[Nova]

Hi @Vex - Apologies for the slow reply. Once launched, it should start making predictions and execute actions on your behalf.

[Nova]

Hi @customstudioyandexru,
From what I can see, the default actuators and sensors are used in the config. This would most likely not match your own entity_ids of actuators and sensors you have in your home. You would change the config to match them

[customstudioyandexru]

Почему то не выводит список. Так и должно быть?

[customstudioyandexru]

For some reason there are no devices

[customstudioyandexru]

Maybe you need to replace sqlite with mariadb

[Sc00bs110]

Does is work with InfluxDB as well?
I don’t see it on the list, any plans to support it?

[zipavlin (Žiga Pavlin)]

Hi, first of all, thank you for your work! I would just like to check if this project is still active?