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rx_serialize_model

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Usage

revoscalepy.rx_serialize_model(model, realtime_scoring_only=False) -> bytes

Description

Serialize the given python model.

Arguments

model

Supported models are “rx_logit”, “rx_lin_mod”, “rx_dtree”, “rx_btrees”, “rx_dforest” and MicrosoftML models.

realtime_scoring_only

Boolean flag indicating if model serialization is for real-time only. Default to False

Returns

Bytes of the serialized model.

Example

import os
from revoscalepy import RxOptions, RxXdfData, rx_serialize_model, rx_lin_mod
sample_data_path = RxOptions.get_option("sampleDataDir")
ds = RxXdfData(os.path.join(sample_data_path, "AirlineDemoSmall.xdf"))
linmod = rx_lin_mod("ArrDelay~DayOfWeek", ds)
s_linmod = rx_serialize_model(linmod, realtime_scoring_only = False)