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A gamification of the "powergrid problem" using grid2op that allows you to "operate" a powergrid.

License: Mozilla Public License 2.0

Python 99.50% CSS 0.07% Shell 0.15% Makefile 0.27% Procfile 0.01%

grid2op powergrid reinforcement-learning human-computer-interaction

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marouamed redtachyon

grid2game's Issues

add a "computation" widget when saving the results

Add possibility to hide the forecast view if not relevant

When an assistant is set, have an icon displayed somewhere

Improve the display of the action (print) even when running in "go" mode

Check if the load curve is correct

Assistant not really working, at least on windows

Finish to code the "save" part

With the proper actions of the agent
And with the right seed

That might require to not use the grid2op runner however :-/

add a proper logging scheme

Improve the positionning of the timeline

Add a tab with "save experiment" instead of having it on the "temporal" one

grid2op does not run

I try to run grid2game via terminal with this command line

grid2game --dev --env_name l2rpn_case14_sandbox

but it does not run and I get this

2022-05-25 13:55:42,068 - grid2game.VizServer VizServer.py.102 | INFO:: Dash app initialized
Dash app initialized
/home/najarfar/anaconda3/envs/grid2op/lib/python3.9/site-packages/grid2op/MakeEnv/Make.py:413: UserWarning: It is the first time you use the environment "l2rpn_case14_sandbox".
We will attempt to download this environment from remote
  warnings.warn(_MAKE_FIRST_TIME_WARN.format(dataset_name))
downloading the training data, this may take a while.
l2rpn_case14_sandbox.tar.bz2: 294MB [00:04, 70.7MB/s]                           
Extract the tar archive in "/home/najarfar/data_grid2op"
	 Successfully updated file "config.py" for environment "l2rpn_case14_sandbox"
	 Successfully updated file "grid.json" for environment "l2rpn_case14_sandbox"
You may now use the environment "l2rpn_case14_sandbox" with the available data by invoking:
	env = grid2op.make("l2rpn_case14_sandbox")
2022-05-25 13:56:27,636 - grid2game.VizServer.Env env.py.67 | INFO:: Grid2op environment initialized
Grid2op environment initialized
2022-05-25 13:56:27,636 - grid2game.VizServer.Env env.py.133 | INFO:: attempt to load assistant with path : ""
attempt to load assistant with path : ""
2022-05-25 13:56:27,637 - grid2game.VizServer.Env env.py.152 | INFO:: assistant loaded with class <class 'grid2op.Agent.doNothing.DoNothingAgent'>
assistant loaded with class <class 'grid2op.Agent.doNothing.DoNothingAgent'>
2022-05-25 13:56:28,108 - grid2game.VizServer.Env env.py.295 | INFO:: Setting env seed 0 and resetting the environment.
Setting env seed 0 and resetting the environment.
2022-05-25 13:56:28,108 - grid2game.VizServer.Env env.py.298 | INFO:: seed: resetting the environment
seed: resetting the environment
2022-05-25 13:56:28,319 - grid2game.VizServer VizServer.py.142 | INFO:: Environment initialized
Environment initialized
2022-05-25 13:56:29,077 - grid2game.VizServer VizServer.py.185 | INFO:: Viz server initialized
Viz server initialized
2022-05-25 13:56:29,078 - grid2game.VizServer dash.py.2045 | INFO:: Dash is running on http://127.0.0.1:8050/

Dash is running on http://127.0.0.1:8050/

 * Serving Flask app 'grid2game.VizServer' (lazy loading)
 * Environment: production
   WARNING: This is a development server. Do not use it in a production deployment.
   Use a production WSGI server instead.
 * Debug mode: on
2022-05-25 13:56:30,954 - grid2game.VizServer VizServer.py.102 | INFO:: Dash app initialized
Dash app initialized
2022-05-25 13:56:33,304 - grid2game.VizServer.Env env.py.67 | INFO:: Grid2op environment initialized
Grid2op environment initialized
2022-05-25 13:56:33,304 - grid2game.VizServer.Env env.py.133 | INFO:: attempt to load assistant with path : ""
attempt to load assistant with path : ""
2022-05-25 13:56:33,305 - grid2game.VizServer.Env env.py.152 | INFO:: assistant loaded with class <class 'grid2op.Agent.doNothing.DoNothingAgent'>
assistant loaded with class <class 'grid2op.Agent.doNothing.DoNothingAgent'>
2022-05-25 13:56:33,855 - grid2game.VizServer.Env env.py.295 | INFO:: Setting env seed 0 and resetting the environment.
Setting env seed 0 and resetting the environment.
2022-05-25 13:56:33,856 - grid2game.VizServer.Env env.py.298 | INFO:: seed: resetting the environment
seed: resetting the environment
2022-05-25 13:56:34,064 - grid2game.VizServer VizServer.py.142 | INFO:: Environment initialized
Environment initialized
2022-05-25 13:56:34,792 - grid2game.VizServer VizServer.py.185 | INFO:: Viz server initialized
Viz server initialized

It stops at the last line and nothing happens next.

When units are selected, the graph of the grid is not modified

Action not synch in the UI when going back in time

We don't see what the assistant did

deactivate the display of the action when we click elsewhere on the real time graph

when the 'manual' action is selected then you could not specify the 'assistant' action later on in the 'end' mode

To reproduce:

force a way to have the app selecting the "manual" mode when you click on the grraph of the grid
do this manual action
load an assistant
select the "assistant" action types
make it run "till the end" (with the "end" button)

The "manual" actions overids the "assistant" action

Add a fature to "look at the future" using the timeline from a given state

This would be a different tab.

At any state, it would allow to visualize the timeline information agregated from this point of view, for example representing the best trajectory, what would happen if some action is not done etc.

Properly center all the elements where they need to be

Plotly does not require integer positions, there are lots of cast to integer for the position of the objects in plot_grid, which make the interface look "not pretty".

Remove them for a better quality

Be able to change the assistant from the UI

Improve layout for entering an assistant path

assistant is called twice per step !

Find a way to display error, game over, and illegal actions in the UI

When there is a gameover, this error occurs

grid2op.Exceptions.ObservationExceptions.NoForecastAvailable: Grid2OpException NoForecastAvailable "Forecast for 1 timestep(s) ahead is not possible with your chronics."