ModelVersion table¶
This table stores additional information about the machine learning models for versioning purposes.
| Column | Description | Format | Required |
|---|---|---|---|
| Id | ModelVersion identifier | uniqueidentifier | |
| IdModel | Model identifier | uniqueidentifier | |
| VersionNumber | Version number of the model | int | |
| Notes | ModelVersion notes | nvarchar(max) | |
| RunId | Run id of the model trained | nvarchar(40) | |
| Enabled | ModelVersion is enabled or not | bit | |
| LastTrained | Date of the last training | datetime2(7) | |
| DeploymentName | Name of the deploymente for this version | nvarchar(64) | |
| EndPoint | Model endpoint of deployment | nvarchar(256) | |
| Status | Identifier of the status of deployment | nvarchar(50) | |
| ExperimentId | MLflow Experiment identifier | nvarchar(128) | |
| ImageName | Name of the docker image for this version | nvarchar(64) | |
| Metrics | Metrics of the trained model | nvarchar(max) |
These are the values for the Status of a ModelVersion:
| Identifier | Status | Description |
|---|---|---|
| 0 | Error | There was a problem during the deployment of this model |
| 1 | ModelRegistered | The model information has been persisted on database but the docker image has not been created yet |
| 2 | ImageCreated | A docker image for the model has been created but it has not been deployed |
| 3 | Deploying | There is an ongoing deployment process for the model |
| 4 | Deployed | The model is deployed |
Last update:
2022-08-09