Amazon SageMaker with MLflow (sagemaker-mlflow)

Additions

Actions

• DeleteTraceTag
  
  • Description:  Grants permission to delete a trace tag in MLflow
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• DeleteTraces
  
  • Description:  Grants permission to delete traces in MLflow
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• EndTrace
  
  • Description:  Grants permission to end a trace in MLflow
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• GetTraceInfo
  
  • Description:  Grants permission to get information about a trace in MLflow
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SearchTraces
  
  • Description:  Grants permission to search for traces in MLflow
  • Access:  Read
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• SetTraceTag
  
  • Description:  Grants permission to set a trace tag in MLflow
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

• StartTrace
  
  • Description:  Grants permission to start a trace in MLflow
  • Access:  Write
  • Resources: 

    Name: mlflow-tracking-server

    Required: Yes

Conditions

• aws:ResourceTag/${TagKey}
  
  • Description:  Filters access by a tag key and value pair
  • Type:  String
• sagemaker:ResourceTag/${TagKey}
  
  • Description:  Filters access by a tag key and value pair
  • Type:  String

Updates

Resources

• mlflow-tracking-server
  
  Conditions
  
  • ＋ aws:ResourceTag/${TagKey}
  • ＋ sagemaker:ResourceTag/${TagKey}