Analytic solution integration
View Patent ↗Embodiments relate analytic solution integration. According to an aspect, a method for analytic solution integration includes establishing an engine abstraction layer configured to interface with a plurality of analytic engines associated with a plurality of models. A services layer is interfaced with the engine abstraction layer to provide a communication interface to invoke the analytic engines associated with the models. A user interface is provided to the services layer. The user interface is configured to define an analytic solution as an executable sequence of one or more of the models.
1. A computer program product for analytic solution integration, the computer program product comprising:
a non-transitory computer readable storage medium having computer readable program code embodied therewith, said program code being executable by a processor to perform a method comprising:
establishing an engine abstraction layer configured to interface with a plurality of analytic engines associated with a plurality of models;
interfacing a services layer with the engine abstraction layer to provide a communication interface to invoke the analytic engines associated with the models;
providing a user interface to the services layer, the user interface configured to define an analytic solution as an executable sequence of two or more of the models associated with different instances of the analytic engines, wherein the services layer provides representational state transfer web services that support direct invocation by an enterprise application and an administrative console that provides the user interface including a graphic sequence editor to build the executable sequence;
registering, deploying, executing, and monitoring the models through the services layer; and
storing registered data in a metadata repository that is accessible through one of: a file system and a database system.
2. The computer program product of claim 1 , wherein at least one of the models is an analytic model, and further comprising:
defining a schema associated with the analytic model as data that are available in the analytic model; and
performing input data validation for the analytic model based on the schema.
3. The computer program product of claim 1 , wherein the models include representations of one or more of a descriptive, prescriptive, or predictive solution to a problem.
4. The computer program product of claim 1 , further comprising:
providing analytics solutions that include a combination of transportation analytics, energy and utility analytics, building analytics, and cross industry analytics.
5. The computer program product of claim 1 , further comprising:
providing a common logging interface across the plurality of analytic engines and a configurable logging level that identifies event types to be logged from the analytic engines.
6. A system for analytic solution integration, the system comprising:
a processor comprising hardware circuitry operable to execute instructions; and
an analytics solution kit executable by the processor to perform a method comprising:
establishing an engine abstraction layer configured to interface with a plurality of analytic engines associated with a plurality of models;
interfacing a services layer with the engine abstraction layer to provide a communication interface to invoke the analytic engines associated with the models;
providing a user interface to the services layer, the user interface configured to define an analytic solution as an executable sequence of two or more of the models associated with different instances of the analytic engines, wherein the services layer provides representational state transfer web services that support direct invocation by an enterprise application and an administrative console that provides the user interface including a graphic sequence editor to build the executable sequence;
registering, deploying, executing, and monitoring the models through the services layer; and
storing registered data in a metadata repository that is accessible through one of: a file system and a database system.
7. The system of claim 6 , wherein at least one of the models is an analytic model, and the analytics solution kit is further configured to perform:
defining a schema associated with the analytic model as data that are available in the analytic model; and
performing input data validation for the analytic model based on the schema.
8. The system of claim 6 , wherein the analytics solution kit is further configured to perform:
providing analytics solutions that include a combination of transportation analytics, energy and utility analytics, building analytics, and cross industry analytics.
9. The system of claim 6 , wherein the analytics solution kit is further configured to perform:
providing a common logging interface across the plurality of analytic engines and a configurable logging level that identifies event types to be logged from the analytic engines.