(v3.5.7) - Weather variability in any of its data

[AlejandroCN7]

Description

So far, the method responsible for applying OU noise to the climate had the ability to be used on any of the weather columns, allowing it to be applied to other aspects, not just outdoor temperature. However, this feature was not being fully utilized.

To address this, not only has the method's input been updated, but the definition of environments and how they are automatically registered has also been modified. This allows users to define, column by column, what type of variation is applied in the EPW file in every episode.

It’s very easy to use, and the documentation and tests have been updated for easy reference. Additionally, a few minor corrections have also been applied. For more information, check the changelog and commits.

Motivation and Context

• I have raised an issue to propose this change (required for new features and bug fixes)

Fixes #433

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation (update in the documentation)
• Improvement (of an existing feature)
• Others

Checklist:

• I've read the CONTRIBUTION guide (required)
• My change requires a change to the documentation.
• I have updated the tests.
• I have updated the documentation accordingly.
• I have reformatted the code using autopep8 second level aggressive.
• I have reformatted the code using isort.
• I have ensured cd docs && make spelling && make html pass (required if documentation has been updated.)
• I have ensured pytest tests/ -vv pass. (required).
• I have ensured pytype -d import-error sinergym/ pass. (required)

Changelog:

• Default configurations: Updated weather noise specification.
• Updated weather_noise to weather_variability name in default configurations.
• eplus_env.py: Specify directly a weather_variability dict new format in constructor and method call.
• Added common level in terminal logger.
• Added mock new configuration exception with variability
• Documentation, notebooks and tests updated.