Task: Implement WatchData data storage.

[ReinderVosDeWael]

Description

The InputData class should be refactored to a WatchData class that stores all data inside Measurement classes, each of which contains the underlying measurements and the associated datetimes.

This should be inside wristpy/core/models.py

Tasks

• [x] Implement a Measurement class. It should:
  • [x] Inherit from pydantic.BaseModel
  • [x] Have an attribute measurements that is a numpy array.
  • [x] Have an attribute time that is a tuple of datetimes.
  • [x] Implement a WatchData class. It should:
  • [x] Inherit from pydantic.BaseModel
  • [x] Have an acceleration attribute that is a Measurement
  • [x] Have lux, battery, capsense, temperature attributes that are Measurement | None

Freeform Notes

No response

[ReinderVosDeWael]

Proposed alteration: time is instead a polars series (due to severe performance degradations without polars); a validator is included on the measurement class to ensure the datatype is a datetime, as mypy cannot catch a faulty datatype inside a polars series.