Re-design time series management

[daniel-thom]

New features:

• Allows addition of user-defined features to time series arrays.
• Adds support for different time series resolutions.

Refactor/re-design:

• Store time series metadata in a SQLite database instead of per-component dictionaries. This allows system-wide SQL queries instead of looping across component dictionaries.
• Consolidate management of time series in TimeSeriesManager instead of individual time series storage implementations.

Features removed:

• get_time_series and get_time_series_multiple no longer support abstract types. This could be restored, but I think it’s better this way. list_time_series* methods support abstract types.

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 92.61905% with 62 lines in your changes are missing coverage. Please review.

Project coverage is 75.61%. Comparing base (335a5a5) to head (5c89df2). Report is 3 commits behind head on main.

Additional details and impacted files

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