blosc2.Proxy.fields#

property Proxy.fields: dict#

Dictionary with the fields of self.

Returns:: fields – A dictionary with the fields of the Proxy.
Return type:: dict

See also

Examples

>>> import numpy as np
>>> import blosc2
>>> data = np.ones(16, dtype=[('field1', 'i4'), ('field2', 'f4')]).reshape(4, 4)
>>> ndarray = blosc2.asarray(data)
>>> proxy = blosc2.Proxy(ndarray)
>>>  # Get a dictionary of fields from the proxy, where each field can be accessed individually
>>> fields_dict = proxy.fields
>>> for field_name, field_proxy in fields_dict.items():
>>>     print(f"Field name: {field_name}, Field data: {field_proxy}")
Field name: field1, Field data: <blosc2.proxy.ProxyNDField object at 0x114472d20>
Field name: field2, Field data: <blosc2.proxy.ProxyNDField object at 0x10e215be0>
>>> fields_dict['field2'][:]
[[1. 1. 1. 1.]
 [1. 1. 1. 1.]
 [1. 1. 1. 1.]
 [1. 1. 1. 1.]]