Model Pipelines

Modeling refers to the process of designing a prototype based on a structured data model, for statistical analysis and to simulate real events and processes. Models in a workspace can be created or modified by a user with access to the workspace. Model versions are preserved in the workspace along with execution and output histories. Once a model has been validated in the workspace and considered fit for use, modelers can request to push the model into the production environment.

Note:

In Interactive Mode execution, if para 1 and para 2 are executed in parallel, the parameters of para 2 are not listed even if it is present in the same stage. In Interactive Execution of models, parameter names should be different if it is being used in two models and require two values for execution.

Note:

Comments section added in Model Pipeline Builder. Comments textbox is available for users to comment and user can view these comments in the Audit Panel in pipeline builder.

Note:

The Add new pipeline field is added to set limits on memory usage by notebook session. When a user executes a pipeline, the memory limit will be applied. Ideally, the user should not consume the entire memory available. However, if they exceed the maximum memory limit, they will get a memory error.