Analytics Solutions Foundation artifacts
Analytics Solutions Foundation enables you to define and manage aggregates and build the orchestration process to feed aggregated data into predictive models. Solutions created with Analytics Solutions Foundation consume events and make recommendations. They use profiles and key performance indicators to aggregate the events.
Maintenance Streams
The logical_model folder contains the following XML files:
- BaseLogicalModel.xml
- Contains the common data structures that are required for all of the business imperatives (predictive quality, predictive warranty, predictive maintenance) for defining and loading master data.
- BaseQualityLogicalModel.xml
- Contains the data structures that are common between the Quality Early Warning System use cases. (Inspection, Parametric and Warranty). The data structures help you to define a structure for loading the master data into the solution data store for the predictive quality imperative.
- QualityLogicalModel.xml
- Contains the definitions for entities and events which load data for Inspection and Parametric. Content authors can alter this logical model to define the measures they want to analyze using Parameteric algorithm. They can also define the variations for Inspection algorithm in this file. For example the sample content has example for ProductInpsectionEvent to analyze products using Inspection algorithm, and MaterialInspectionEvent to analyze material using Inspection algorithm. The event sub types defined for Inspection and Parametric become a sub use case for Inspection and Parametric analysis.
The orchestration folder contains the following XML files:
- PMQ_Orchestration_definition_inspection.xml
- Defines rules about how event or fact data is loaded into the solution data store for Inspection.
- PMQ_Orchestration_definition_parametric.xml
- Defines rules about how event data is loaded into the solution data store for Parametric.
- PMQ_Orchestration_definition_quality_job.xml
- Defines the steps to invoke the Quality algorithm. It is performed as part of Quality, Inspection, and Parametric analysis.
The solution_definition folder contains PMQ_Solution_definition.xml. This file defines the table and object structures that are used for defining the database. It also contains the definition for various calculations used during data load.