Warning: deprecated lags_grid argument

[g1za]

Describe the bug
When running model-tune, in the log I can see:

/usr/local/lib/python3.11/dist-packages/skforecast/model_selection/model_selection.py:1346: UserWarning:

The 'lags_grid' argument is deprecated and will be removed in a future version. Use the 'search_space' argument to define the candidate values for the lags. Example: {'lags' : trial.suggest_categorical('lags', [3, 5])}

Forecaster refitted using the best-found lags and parameters, and the whole data set:
Lags: [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48]
Parameters: {'n_neighbors': 14, 'leaf_size': 37, 'weights': 'uniform'}
Backtesting metric: -0.21432647830733909

Home Assistant installation type
Core 2024.6.2
Supervisor 2024.06.0
Operating System 12.3
Frontend 20240610.0

Your hardware

• OS: HA OS
• Architecture: virtual

EMHASS installation type

• Add-on

[davidusb-geek]

I thanks for remarking this.
This is already solved in the current code but not yet released. So it will be fixed in the following release