How to use river my own dataset?

[kirathes]

How to use river my own dataset?

[MarcoDiFrancesco]

It should be pretty straight forward with the example in the readme, it's enough to have your features in a dictionary as input and output as a constant.

>>> from pprint import pprint
>>> from river import datasets

>>> dataset = MYDATASET

>>> for x, y in dataset:
...     pprint(x)
...     print(y)
...     break
{'age_of_domain': 1,
 'anchor_from_other_domain': 0.0,
 'empty_server_form_handler': 0.0,
 'https': 0.0,
 'ip_in_url': 1,
 'is_popular': 0.5,
 'long_url': 1.0,
 'popup_window': 0.0,
 'request_from_other_domain': 0.0}
True

[gbolmier]

@kirathes see also the river.stream module with handy utils like iter_pandas.