unique name of the operation this stage performs
uid for instance
unique name of the operation this stage performs
unique name of the operation this stage performs
Get the metadata describing the output vector
Get the metadata describing the output vector
This does not trigger onGetMetadata()
Metadata of output vector
Option to keep track of values that were missing
Option to keep track of values that were missing
uid for instance
uid for instance
Compute the output vector metadata only from the input features.
Compute the output vector metadata only from the input features. Vectorizers use this to derive the full vector, including pivot columns or indicator features.
Vector metadata from input features
Get the name of the output vector
Get the name of the output vector
Output vector name as a string
Converts a sequence of Text features into a vector keeping the top K most common occurrences of each feature (ie the final vector has length K * number of inputs). Plus an additional column for "other" values - which will capture values that do not make the cut or values not seen in training, and an additional column for empty values unless null tracking is disabled.