There are multiple ways in which a model can be updated, depending on what you are ultimately achieving.
Pre-requisite:
The user has opened in Jupyter a model that has been registered with ModelOp Center already. This can be done by either: Registering a new model or Opening an existing model.
Editing the source code
Once the model has been loaded from ModelOp Center into Jupyter cell(s), you can make the modifications to the source code as desired.
When you have completed your changes and are ready to update the model in ModelOp Center, from the ModelOp Center toolbar, click on the “Update current model in ModelOp Center“ icon.
The screen prompted will confirm the latest changes worked on the cell code before updating the model. This option copies back the source code of the selected cell into ModelOp Center.
Updating model metadata fields
From the toolbar, click on the “Edit current model” icon.
Please make sure you have selected the notebook cell with an associated model, and the plugin will prompt you with a screen that allows to change the following:
Edit the Model Information
Change Model Name
Change the model Description
Edit the model functions associated with the primary source code. Please refer to “Registering a new model” section of this guide or here for more details. Please note that in order to avoid versioning conflicts, make sure to save all code modifications as indicated in the step “Editing the source code” above before changing the model functions. This will prevent recently introduced function definitions in the code to be associated before the code itself is synced back to ModelOp Center.
This step also sends ModelOp Center with information of the underlying platform in which this is run (system details, python details and libraries loaded).
Adding attachments
From the toolbar, click on the “Add attachment for existing model” icon.
Please make sure you have selected the notebook cell with an associated model, and the plugin will prompt you with a file browser and a screen to attach selected file to the model in the active cell.
Select the role for the asset to upload or leave blank to be automatically determined by ModelOp Center based on the file type.
Click the “Attach” button to upload the attachment.
