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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

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Last update: 2022-08-09
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