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Initial attributes are modified in FeatureUnion #8351

@glemaitre

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@glemaitre

The attributes passed in __init__ of FeatureUnion are modified during fitting, transgressing the scikit-learn API.

The API should be changed in accordance to discussion in #8157

Related issues and PR

#8350
#8157

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