Running autonormalize on the example below results in an AttributeError due to incompatibilities with Featuretools versions >= 1.0.0.
import pandas as pd
import featuretools as ft
from autonormalize import autonormalize as an
input_df = pd.DataFrame(
{
'ip_address': ['128.101.101.101', '1.120.0.0', '17.86.21.0', '23.1.23.255'],
'length': [900, 60, 20, 30],
'city': ['adl', 'syd', 'adl', 'syd'],
'country': ['aus', 'aus', 'aus', 'aus'],
'is_threat': [True, False, False, False]
}
)
es = ft.EntitySet()
es.add_dataframe(dataframe_name="data",
dataframe=input_df,
index="index",
make_index=True)
normalized_es = an.normalize_entity(es)
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-17-8983b2603bf4> in <module>
----> 1 normalized_es = an.normalize_entity(es)
~/dev/autonormalize/autonormalize/autonormalize.py in normalize_entity(es, accuracy)
156 # to normalize while preserving existing relationships
157
--> 158 if len(es.entities) > 1:
159 raise ValueError('There is more than one entity in this EntitySet')
160 if len(es.entities) == 0:
AttributeError: 'EntitySet' object has no attribute 'entities'
Running autonormalize on the example below results in an
AttributeErrordue to incompatibilities with Featuretools versions >= 1.0.0.