Generation of feature stores
AssigneeOptum, Inc.
InventorHarmeet S. Gambhir
Life of this patent
Estimating the term…
Abstract
A method for generating a feature store comprises receiving an indication of user input indicating a database management system and a server system hosting a target database; and in response to receiving the indication of user input: determining a connection string for the target database; using the connection string to connect to the target database via the database management system; after connecting to the target database, generating a structure of the feature store in the target database; and populating the feature store with predefined feature values.
Claims20
A method for generating a feature store, the method comprising:
- receiving, by processing circuitry of a computing system, an indication of user input, the indication of the user input indicating both a database management system and a server system, the server system hosting a target database;
- and
- in response to receiving the indication of user input:
- determining, by the processing circuitry, a connection string for the target database;
- connecting, by the processing circuitry, to the target database via the database management system using the connection string;
- after connecting to the target database, generating, by the processing circuitry, a structure of the feature store in the target database;
- and
- populating, by the processing circuitry, the feature store with predefined feature values.
A system comprising:
- a target database;
- and
- a computing system comprising processing circuitry, wherein the processing circuitry is configured to:
- receive an indication of user input, the indication of user input indicating both a database management system and a server system, the server system hosting the target database;
- and
- in response to receiving the indication of user input:
- determine a connection string for the target database;
- connect to the target database via the database management system using the connection string;
- after connecting to the target database, generate a structure of a feature store in the target database;
- and
- populate the feature store with predefined feature values.
A non-transitory computer-readable storage medium having instructions stored thereon that, when executed, cause processing circuitry to:
- receive an indication of user input, the indication of the user input indicating both a database management system and a server system, the server system hosting a target database;
- and
- in response to receiving the indication of user input:
- determine a connection string for the target database;
- connect to the target database via the database management system using the connection string;
- after connecting to the target database, generate a structure of a feature store in the target database;
- and
- populate the feature store with predefined feature values.
Dependencies are inferred from the claim text.