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The Lale & combinator is most commonly used with ConcatFeatures. If a pipeline accidentally pipes the output of & directly into an operator that does not expect it, Lale should report a helpful error message for how to fix that mistake. For example, consider the following code:
The Lale
&
combinator is most commonly used withConcatFeatures
. If a pipeline accidentally pipes the output of&
directly into an operator that does not expect it, Lale should report a helpful error message for how to fix that mistake. For example, consider the following code:This produces the following error from sklearn:
Or, when used with
lale.settings.set_disable_data_schema_validation(False)
, it produces the following error from Lale:It would be nice if the error message would provide the clue to the solution, which would be something like this:
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