UNIFORM INTERFACE SPECIFICATION FOR INTERACTING WITH AND EXECUTING MODELS IN A VARIETY OF RUNTIME ENVIRONMENTS

摘要

Systems (100), methods (400), and other embodiments (200) associated with the generation and execution of analytical models are described. In one embodiment, a computer-implemented method (400) includes identifying a selected runtime environment for executing an analytical model that includes analytical expressions (410). A user-script data structure is generated and provides mapping of the analytical expressions to executable expressions of the runtime environment (420). A computerized specification object is generated that includes a pre-script data structure, the user-script data structure with the analytical model, and a post-script data structure (430). The pre-script data structure specifies how the runtime environment is to access input data to be operated upon by the analytical model. The post-script data structure specifies how to output results data, produced by the analytical model, from the runtime environment. The computerized specification object is transmitted over a computer network to the runtime environment for execution of the analytical model in the runtime environment (440).