datopy._examples.extract_datamodel#

extract_datamodel( obj, verbose: bool = False, ) → DataModel[source]#

Construct a data model from a scraped data structure.

The constructed objects include dictionary elements, a json-style schema of (key, type)/(key, value) pairs, and a dataframe entry.

Parameters:

obj (__type__) – __description__.
verbose (bool, default=False) – An option to enable/disable printing of outputs.

Returns:

A dictionary containing the fields: schema, json_schema, obj_serialized, and obj_normalized.

Return type:

DataModel