alteryx / alteryx/featuretools
Use partial schema init in EntitySet.normalize_dataframe
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描述
In normalize DataFrame, we compile all of the woodwork types that we want to transfer to the new DataFrame in a `transfer_types` dictionary, and then we separate them all out into the input parameters for woodwork init.
It should be possible to only specify the table-wide parameters for Woodwork init and pass the transfer types in as a partial schema. We'd have to be careful to not pull in table-attributes from the TableSchema, but it could look something like this:
```python
new_dataframe.ww.init(schema=dataframe.ww._schema._get_subset_schema(transfer_types.keys()), name=new_dataframe_name, index=index,
already_sorted=already_sorted,
time_index=new_dataframe_time_index)
```
We'd just need to make sure that any changes that happen to the types in `transfer_types` still get made. The behavior of normalize_dataframe shouldn't change at all.
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