feature-engineering

Bug/Feature Request Description

In [1]: import featuretools as ft                                                                                                                             

In [2]: es = ft.demo.load_mock_customer(return_entityset=True)                                                                                                

In [3]: import pandas as pd    

Expected Behavior

When an entity is removed from the feature repo, it should be removed from the feature registry.

Current Behavior

Entities are only added, never removed from the Registry. This is a storage leak of sorts.

Steps to reproduce

• feast init
• In the new feature repo, feast apply
• Add a new entity in the feature repo. feast apply.
• Remove the new en

Problem
Since Java 8 was introduced there is no need to use Joda as it has been replaced the native Date-Time API.

Solution
Ideally greping and replacing the text should work (mostly)

Additional context
Need to check if de/serializing will still work.

Details in discussion mljar/mljar-supervised#421

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I currently get the following DeprecationWarning with XGBoost==1.4.2:

  The use of label encoder in XGBClassifier is deprecated and will be removed in a future release. To remove this warning, do the following: 1) Pass option use_label_encoder=False when constructing XGBClassifier object; and 2) Encode your labels (y) as integers starting with 0, i.e. 0, 1, 2, ..., [num_class - 1].

Sin