Consolidation and customization of graph-based models

摘要

Techniques of consolidation and customization of graph-based models are disclosed. A first graph-based representation of a first model can comprise a first set of nodes corresponding to data items of the first model, and a second graph-based representation of a second model can comprise a second set of nodes corresponding to data items of the second model. Matching nodes between the first set of nodes and the second set of nodes can be identified. Matching topological features between the first set of nodes and the second set of nodes can be identified. Matching dependency characteristics between the first set of nodes and the second set of nodes can be identified. A third graph-based representation of a consolidated model can be created based on the matching nodes, the matching topological features, and the matching dependency characteristics.

主权项

1. A computer-implemented method comprising:
accessing a first graph-based representation of a first model created by a first user, the first graph-based representation comprising a first set of nodes and connections between the nodes, each node in the first set of nodes corresponding to a data item of the first model; accessing a second graph-based representation of a second model created by a second user, the second graph-based representation comprising a second set of nodes and connections between the nodes, each node in the second set of nodes corresponding to a data item of the second model; identifying matching nodes between the first set of nodes and the second set of nodes; identifying matching topological features between the first set of nodes and the second set of nodes; identifying matching dependency characteristics between the first set of nodes and the second set of nodes; creating, by a machine having a memory and at least one processor, a third graph-based representation of a consolidated model based on the matching nodes, the matching topological features, and the matching dependency characteristics; identifying a conflict between the first graph-based representation of the first model and the second graph-based representation of the second model; causing the third graph-based representation of the consolidated model to be displayed to a resolving user based on the identifying the conflict; and enabling the resolving user to resolve the conflict by modifying the third graph-based representation of the consolidated model using the displayed third graph-based representation of the consolidated model.