Amazon SageMaker with MLflow (sagemaker-mlflow)

Additions

Actions

• AccessUI
  
  • Description:  Grants permission to access the MLflow UI
  • Access:  Read
• CreateExperiment
  
  • Description:  Grants permission to create an MLflow experiment
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• CreateModelVersion
  
  • Description:  Grants permission to create a new model version
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• CreateRegisteredModel
  
  • Description:  Grants permission to create a registered model
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• CreateRun
  
  • Description:  Grants permission to create a new run within an experiment
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteExperiment
  
  • Description:  Grants permission to mark an MLflow experiment for deletion
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteModelVersion
  
  • Description:  Grants permission to delete a model version
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteModelVersionTag
  
  • Description:  Grants permission to delete a model version tag
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteRegisteredModel
  
  • Description:  Grants permission to delete a registered model
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteRegisteredModelAlias
  
  • Description:  Grants permission to delete a registered model alias
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteRegisteredModelTag
  
  • Description:  Grants permission to delete a registered model tag
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteRun
  
  • Description:  Grants permission to mark a run for deletion
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteTag
  
  • Description:  Grants permission to delete a tag on a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetDownloadURIForModelVersionArtifacts
  
  • Description:  Grants permission to get a URI to download model artifacts for a specific model version
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetExperiment
  
  • Description:  Grants permission to get metadata for an MLflow experiment
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetExperimentByName
  
  • Description:  Grants permission to get metadata for an MLflow experiment by name
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetLatestModelVersions
  
  • Description:  Grants permission to get the latest model versions
  • Access:  List
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetMetricHistory
  
  • Description:  Grants permission to get a list of all values for the specified metric for a given run
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetModelVersion
  
  • Description:  Grants permission to get a model version by model name and version
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetModelVersionByAlias
  
  • Description:  Grants permission to get model version by alias in MLflow
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetRegisteredModel
  
  • Description:  Grants permission to get a registered model
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetRun
  
  • Description:  Grants permission to get metadata, metrics, parameters, and tags for a run
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• ListArtifacts
  
  • Description:  Grants permission to list artifacts for a run
  • Access:  List
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• LogBatch
  
  • Description:  Grants permission to log a batch of metrics, parameters, and tags for a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• LogInputs
  
  • Description:  Grants permission to log inputs for a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• LogMetric
  
  • Description:  Grants permission to log a metric for a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• LogModel
  
  • Description:  Grants permission to log the model associated with a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• LogParam
  
  • Description:  Grants permission to log a parameter tracked during a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• RenameRegisteredModel
  
  • Description:  Grants permission to rename a registered model
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• RestoreExperiment
  
  • Description:  Grants permission to restore an experiment marked for deletion
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• RestoreRun
  
  • Description:  Grants permission to restore a deleted run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SearchExperiments
  
  • Description:  Grants permission to search for MLflow experiments
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SearchModelVersions
  
  • Description:  Grants permission to search for a model version
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SearchRegisteredModels
  
  • Description:  Grants permission to search for registered models in MLflow
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SearchRuns
  
  • Description:  Grants permission to search for runs that satisfy expressions
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetExperimentTag
  
  • Description:  Grants permission to set a tag on an experiment
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetModelVersionTag
  
  • Description:  Grants permission to set a tag for the model version
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetRegisteredModelAlias
  
  • Description:  Grants permission to set a registered model alias
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetRegisteredModelTag
  
  • Description:  Grants permission to set a tag for a registered model
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetTag
  
  • Description:  Grants permission to set a tag on a run
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• TransitionModelVersionStage
  
  • Description:  Grants permission to transition a model version to a particular stage
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• UpdateExperiment
  
  • Description:  Grants permission to update the metadata for an MLflow experiment
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• UpdateModelVersion
  
  • Description:  Grants permission to update the model version
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• UpdateRegisteredModel
  
  • Description:  Grants permission to update a registered model
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• UpdateRun
  
  • Description:  Grants permission to update run metadata
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

Resources

• mlflow-tracking-server
  
  • Arn:  arn:${Partition}:sagemaker:${Region}:${Account}:mlflow-tracking-server/${MlflowTrackingServerName}