public async Task <ODMWorkspace> GetWorkspaceAsync(string ownerId, bool retrieveCached)
{
if (retrieveCached)
{
return(activeWorkspace);
}
else
{
List <ODMWorkspace> workspaceLockup = await workspaceRepo.GetItemsAsync(x => x.OwnerId == ownerId) as List <ODMWorkspace>;
//No workspace found for OwnerId
if (workspaceLockup.Count == 0)
{
throw new InvalidOperationException("Owner workspace do not exist");
}
else
{
//TODO: Add logic to handle multiple workspaces for same owner. for now only a single workspace for owner is supported.
activeWorkspace = workspaceLockup[0];
}
filesBlobContainer = new AzureBlobStorageRepository(blobStorageName, blobStorageKey, activeWorkspace.FilesCotainerUri);
modelsBlobContainer = new AzureBlobStorageRepository(blobStorageName, blobStorageKey, activeWorkspace.ModelCotainerUri);
return(activeWorkspace);
}
}
private async Task <ODMWorkspace> GetOrCreateWorkspaceAsync(string ownerId)
{
List <ODMWorkspace> workspaceLockup = await workspaceRepo.GetItemsAsync(x => x.OwnerId == ownerId) as List <ODMWorkspace>;
//No workspace found for OwnerId
if (workspaceLockup.Count == 0)
{
activeWorkspace = await CreateWorkspaceAsync(ownerId, new ModelPolicy());
}
else
{
//TODO: Add logic to handle multiple workspaces for same owner. for now only a single workspace for owner is supported.
activeWorkspace = workspaceLockup[0];
}
filesBlobContainer = new AzureBlobStorageRepository(blobStorageName, blobStorageKey, activeWorkspace.FilesCotainerUri);
modelsBlobContainer = new AzureBlobStorageRepository(blobStorageName, blobStorageKey, activeWorkspace.ModelCotainerUri);
return(activeWorkspace);
}
private async Task <ODMWorkspace> CreateWorkspaceAsync(string ownerId, ModelPolicy policy)
{
var newId = Guid.NewGuid().ToString();
var result = new ODMWorkspace()
{
id = newId,
WorkspaceId = newId,
OwnerId = ownerId,
Policy = new ModelPolicy(),
CreationDate = DateTime.UtcNow,
IsActive = true,
ModelDefaultName = GlobalSettings.DefaultModelName,
Files = new List <TrainingFile>(),
PartitionId = GlobalSettings.DefaultPartitionId
};
result.FilesCotainerUri = $"{result.WorkspaceId}-files";
result.ModelCotainerUri = $"{result.WorkspaceId}-models";
await workspaceRepo.CreateItemAsync(result);
return(result);
}
public async Task DeleteTrainingFile(ODMWorkspace workspace, TrainingFile file)
{
throw new NotImplementedException("Pending Implementation");
}
