Streamlined system to restore an analytic model state for training and scoring

摘要

A computing device restores a state of an analytic model. A first indicator of a dataset is received. A second indicator is received of an analytic model state file in which a state of an analytic model is stored. A reentry point name of a function to restore the analytic model is extracted from the state stored in the analytic model state file indicated by the received second indicator. The function is called using the extracted reentry point name to restore the state of the analytic model. The dataset indicated by the received first indicator is scored using the restored state of the analytic model. Scoring results from the scored dataset are written to an output file.

主权项

1. A non-transitory computer-readable medium having stored thereon computer-readable instructions that when executed by a computing device cause the computing device to:
receive a first indicator of a dataset; receive a second indicator of an analytic model state file in which a state of an analytic model is stored; read a tag directory from the analytic model state file, wherein the tag directory includes a unique tag for a state item, a state item offset value at which the state item is stored, and a state item length value that defines a length in bytes of the state item for each state item of a set of tagged items; extract a reentry point name of a function to restore the analytic model from the state stored in the analytic model state file indicated by the received second indicator, wherein the reentry point name is extracted using a tag of the set of tagged items associated with storing the reentry point name; call the function using the extracted reentry point name to restore the state of the analytic model; score the dataset indicated by the received first indicator using the restored state of the analytic model; and write scoring results from the scored dataset to an output file.