Help Center/ DataArts Studio/ User Guide/ DataArts Factory/ Node Reference/ ModelArts Train
Updated on 2024-07-11 GMT+08:00
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ModelArts Train

Function

You can orchestrate ModelArts Train operators to schedule the ModelArts workflow in DataArts Studio.

Parameters

Table 1 and Table 2 describe the parameters of the ModelArts Train node.

Table 1 Parameters of the ModelArts Train node

Parameter

Mandatory

Description

ModelArts Workspace

Yes

ModelArts workspace. The workspace must be in the same region as DataArts Studio.

Workflow Version

Yes

ModelArts workflow version

  • V1
  • V2

ModelArts Workflow

Yes

ModelArts workflow. The workflow must be in the same region as DataArts Studio.

Node Name

Yes

Name of the node. The value must consist of 1 to 128 characters and contain only letters, digits, and the following special characters: _-/<>.
Table 2 Advanced parameters

Parameter

Mandatory

Description

Max. Node Execution Duration

Yes

Execution timeout interval for the node. If retry is configured and the execution is not complete within the timeout interval, the node will be executed again.

Retry upon Failure

Yes

Whether to re-execute a node if it fails to be executed. Possible values:

  • Yes: The node will be re-executed, and the following parameters must be configured:
    • Retry upon Timeout
    • Maximum Retries
    • Retry Interval (seconds)
  • No: The node will not be re-executed. This is the default setting.
    NOTE:

    If retry is configured for a job node and the timeout duration is configured, the system allows you to retry a node when the node execution times out.

    If a node is not re-executed when it fails upon timeout, you can go to the Default Configuration page to modify this policy.

    Retry upon Timeout is displayed only when Retry upon Failure is set to Yes.

Policy for Handling Subsequent Nodes If the Current Node Fails

Yes

Operation that will be performed if the node fails to be executed. Possible values:

  • Suspend execution plans of the subsequent nodes: stops running subsequent nodes. The job instance status is Failed.
  • End the current job execution plan: stops running the current job. The job instance status is Failed.
  • Go to the next node: ignores the execution failure of the current node. The job instance status is Failure ignored.
  • Suspend the current job execution plan: If the current job instance is in abnormal state, the subsequent nodes of this node and the subsequent job instances that depend on the current job are in waiting state.

Enable Dry Run

No

If you select this option, the node will not be executed, and a success message will be returned.

Task Groups

No

Select a task group. If you select a task group, you can control the maximum number of concurrent nodes in the task group in a fine-grained manner in scenarios where a job contains multiple nodes, a data patching task is ongoing, or a job is rerunning.
Parent topic: Node Reference