SpacyHandler

SpacyHandler(self, model, prototype_data)

Handler class for creating VetiverModels with spacy.

Parameters

model :

a trained and fit spacy model

Methods

Name	Description
construct_prototype	Create data prototype for a spacy model, which is one column of string data
handler_predict	Generates method for /predict endpoint in VetiverAPI

construct_prototype

SpacyHandler.construct_prototype()

Create data prototype for a spacy model, which is one column of string data

Returns

prototype :

Input data prototype for spacy model

handler_predict

SpacyHandler.handler_predict(input_data, check_prototype)

Generates method for /predict endpoint in VetiverAPI

The handler_predict function executes at each API call. Use this function for calling predict() and any other tasks that must be executed at each API call.

Parameters

input_data :

Test data. The SpacyHandler expects an input of a 1 column DataFrame with the same column names as the prototype data, or column name “text” if no prototype was given.

Returns

: prediction

Prediction from model