simrun ❭ modular_reduced_model_inference ❭ reduced_model ❭ DataView

DataView¶

class simrun.modular_reduced_model_inference.reduced_model.DataView(mapping_dict=None)¶

Convenience wrapper class to access data.

This wrapper class redirects data extractors based on a key mapping. This API is used by default in Rm If no mapping is provided, or a requested key does not exist in the mapping, the original key is used instead.

Example

>>> data = {'a': 1, 'b': 2}
>>> dv = DataView()
>>> dv.setup(Rm)
>>> dv['a']
1
>>> dv.mapping_dict = {'a': 'b'}
>>> dv['a']
2

Parameters:¶

mapping_dict (dict) – Mapping between requested keys and target keys. Used to redirect data fetching.

Attributes:¶

mapping_dict¶

Mapping between requested keys and target keys. Used to redirect data fetching.

Type:¶

dict

Rm¶

Reduced model. Set after running setup()

Type:¶

Rm

Methods:¶

setup(Rm)

Initialize from a reduced model.