Method and apparatus for visual dynamic discovery and analytics exploration application on static and/or real-time data using an a priori model-free process

摘要

A computer system, a computer-readable non-transitory medium, and/or a computer-implemented method generates analytics applicable to data of an undetermined structure and type. A processor device receives data formatted in an undetermined structure. The processor device discovers, in a cross filter model processor, dynamically in response to receiving the data in the undetermined structure, a structure and a data type of the data which was received in the undetermined structure. The processor device determines, in response to the structure and the data type of the data discovered by the cross filter model processor, which of a plurality of analytic queries are applicable to the data.

主权项

1. A computer-implemented method for generating analytics applicable to data of an undetermined structure and type, comprising:
receiving, by a processor device, data which is formatted in an undetermined structure, wherein the data continues to be received; discovering, by the processor device using a cross filter model processor, dynamically in response to receiving the data which is formatted in the undetermined structure, a structure and a data type of the data which was received in the undetermined structure, wherein the cross model filter processor continually discovers dimensions or datatypes of the data and deduces a full set of values which correspond to the discovered dimensions and data types of the data which is continually received; and determining, by the processor device in response to the structure and the data type of the data which are continually discovered by the cross filter model processor, which of a plurality of analytic queries are applicable to the data, wherein the processor device continually determines the analytic queries, wherein the data which continues to be received is continuously operated on by a selected one of the plurality of analytic queries determined to be applicable and a user interface is continuously updated to reflect the data which is continuously received and continuously operated on.