MRS Spark Python

Functions

The MRS Spark Python node is used to execute a predefined Spark Python job on MRS.

For details about how to use the MRS Spark Python operator, see Developing an MRS Spark Python Job.

Parameters

Table 1, Table 2, and Table 3 describe the parameters of the MRS Spark Pythonnode node.

Table 1 Parameters of MRS Spark Python nodes

Parameter

Mandatory

Description

Node Name

Yes

Name of a node. The name must contain 1 to 128 characters, including only letters, numbers, underscores (_), hyphens (-), slashes (/), less-than signs (<), and greater-than signs (>).

MRS Cluster Name

Yes

Select an MRS cluster that supports Spark Python. Only a specific version of MRS supports Spark Python. Test the cluster first to ensure that it supports Spark Python.

To create an MRS cluster, use either of the following methods:

  • Click image1. On the Clusters page, create an MRS cluster.

  • Go to the MRS console to create an MRS cluster.

For details about how to create a cluster, see section "Custom Purchase of a Cluster" in MapReduce Service (MRS) Usage Guide .

Job Name

Yes

Name of an MRS job. The name contains 1 to 64 characters, including only letters, digits, and underscores (_).

Note

The job name cannot contain Chinese characters or more than 64 characters. If the job name does not meet requirements, the MRS job will fail to be submitted.

Parameter

Yes

Enter the parameters of the executable program of MRS. Use Enter to separate multiple parameters.

Attribute

No

Enter parameters in the key=value format. Use Enter to separate multiple parameters.

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 not be retried and is set to the failed state.

Retry upon Failure

Yes

Indicates whether to re-execute a node task if its execution fails. Possible values:

  • Yes: The node task will be re-executed, and the following parameters must be configured:

    • Maximum Retries

    • Retry Interval (seconds)

  • No: The node task will not be re-executed. This is the default setting.

Note

If Timeout Interval is configured for the node, the node will not be executed again after the execution times out. Instead, the node is set to the failure state.

Failure Policy

Yes

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

  • 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 current job execution plan: suspends running the current job. The job instance status is Waiting.

  • Suspend execution plans of the subsequent nodes: stops running subsequent nodes. The job instance status is Failed.

Table 3 Lineage

Parameter

Description

Input

Add

Click Add. In the Type drop-down list, select the type to be created. The value can be DWS, OBS, CSS, HIVE, DLI, or CUSTOM.

  • DWS

    • Connection Name: Click image2. In the displayed dialog box, select a DWS data connection.

    • Database: Click image3. In the displayed dialog box, select a DWS database.

    • Schema: Click image4. In the displayed dialog box, select a DWS schema.

    • Table Name: Click image5. In the displayed dialog box, select a DWS table.

  • OBS

    • Path: Click image6. In the displayed dialog box, select an OBS path.

  • CSS

    • Cluster Name: Click image7. In the displayed dialog box, select a CSS cluster.

    • Index: Enter a CSS index name.

  • HIVE

    • Connection Name: Click image8. In the displayed dialog box, select a HIVE data connection.

    • Database: Click image9. In the displayed dialog box, select a HIVE database.

    • Table Name: Click image10. In the displayed dialog box, select a HIVE table.

  • CUSTOM

    • Name: Enter a name of the CUSTOM type.

    • Attribute: Enter an attribute of the CUSTOM type. You can add more than one attribute.

  • DLI

    • Connection Name: Click image11. In the displayed dialog box, select a DLI data connection.

    • Database: Click image12. In the displayed dialog box, select a DLI database.

    • Table Name: Click image13. In the displayed dialog box, select a DLI table.

OK

Click OK to save the parameter settings.

Cancel

Click Cancel to cancel the parameter settings.

Modify

Click image14 to modify the parameter settings. After the modification, save the settings.

Delete

Click image15 to delete the parameter settings.

View Details

Click image16 to view details about the table created based on the input lineage.

Output

Add

Click Add. In the Type drop-down list, select the type to be created. The value can be DWS, OBS, CSS, HIVE, DLI, or CUSTOM.

  • DWS

    • Connection Name: Click image17. In the displayed dialog box, select a DWS data connection.

    • Database: Click image18. In the displayed dialog box, select a DWS database.

    • Schema: Click image19. In the displayed dialog box, select a DWS schema.

    • Table Name: Click image20. In the displayed dialog box, select a DWS table.

  • OBS

    • Path: Click image21. In the displayed dialog box, select an OBS path.

  • CSS

    • Cluster Name: Click image22. In the displayed dialog box, select a CSS cluster.

    • Index: Enter a CSS index name.

  • HIVE

    • Connection Name: Click image23. In the displayed dialog box, select a HIVE data connection.

    • Database: Click image24. In the displayed dialog box, select a HIVE database.

    • Table Name: Click image25. In the displayed dialog box, select a HIVE table.

  • CUSTOM

    • Name: Enter a name of the CUSTOM type.

    • Attribute: Enter an attribute of the CUSTOM type. You can add more than one attribute.

  • DLI

    • Connection Name: Click image26. In the displayed dialog box, select a DLI data connection.

    • Database: Click image27. In the displayed dialog box, select a DLI database.

    • Table Name: Click image28. In the displayed dialog box, select a DLI table.

OK

Click OK to save the parameter settings.

Cancel

Click Cancel to cancel the parameter settings.

Modify

Click image29 to modify the parameter settings. After the modification, save the settings.

Delete

Click image30 to delete the parameter settings.

View Details

Click image31 to view details about the table created based on the output lineage.