public Run BuildEntity(IMLOpsDbContext db, Run entity)
{
db.Entry(entity).Collection(x => x.HyperParameters).Load();
db.Entry(entity).Collection(x => x.Metrics).Load();
db.Entry(entity).Reference(x => x.ConfusionMatrix).Load();
db.Entry(entity).Collection(x => x.RunArtifacts).Load();
return(entity);
}
public Data BuildEntity(IMLOpsDbContext db, Data entity)
{
db.Entry(entity).Reference(x => x.DataSchema).Load();
db.Entry(entity.DataSchema).Collection(x => x.DataColumns).Load();
foreach (var dataColumn in entity.DataSchema.DataColumns)
{
db.Entry(dataColumn).Collection(x => x.DataDistributions).Load();
}
return(entity);
}
public Experiment BuildEntity(IMLOpsDbContext db, Experiment entity)
{
if (entity.Runs == null)
{
db.Entry(entity).Collection(x => x.Runs).Load();
entity.Runs.ForEach(run => this.runBuilder.BuildEntity(db, run));
}
return(entity);
}
public RegisteredModel BuildEntity(IMLOpsDbContext db, RegisteredModel entity)
{
db.Entry(entity).Collection(x => x.Deployments).Load();
return(entity);
}
public DeploymentTarget BuildEntity(IMLOpsDbContext db, DeploymentTarget entity)
{
db.Entry(entity).Collection(x => x.Deployments).Load();
return(entity);
}