REF: Cacher

[schobbejak]

Use injection for caching

cacher can have implemented, load, save & exists, these are then injected into the Cacher class

.npy:

• Numpy Array
• Dask Array

.parquet:

• Pandas Dataframe
• Dask Dataframe
• Numpy Array
• Dask Array
• Polars Dataframe

.csv:

• Pandas Dataframe
• Dask Dataframe
• Polars Dataframe

.npy_stack:

• Dask Array

.pkl:

• Any Object

[schobbejak]

Use enum and factory to create cacher