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DataWorks:Operation Center

Last Updated:Dec 09, 2025

Operation Center is a one-stop platform for big data operations and maintenance (O&M). It allows you to view the real-time status of your tasks and provides O&M actions such as Intelligent Diagnosis and Rerun to resolve issues with tasks. It features Smart Baseline to help you address challenges like unpredictable completion times for critical tasks and the difficulty of monitoring a massive number of tasks, ensuring timely data output. The center also provides comprehensive O&M capabilities for engines, resources, and scheduling.

Functional modules of Operation Center

After you develop, commit, and deploy tasks in Data Studio, you can use Operation Center to perform O&M on auto triggered nodes, manually triggered nodes, and real-time nodes. These actions include running production tasks, diagnosing task execution issues, monitoring task statuses, viewing key O&M metrics, and checking engine task lists.

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Note

Operation Center requires the desktop version of the Chrome browser (Chromium engine 69 or later).

Important considerations

Tasks are automatically scheduled and run only after they are deployed to the production environment. Tasks in the development environment are not automatically scheduled.

Access Operation Center

Log on to the DataWorks console. In the top navigation bar, select the desired region. In the left-side navigation pane, choose Data Development and O&M > Operation Center. On the page that appears, select the desired workspace from the drop-down list and click Go to Operation Center.

Task O&M

The task O&M module provides O&M capabilities for three task types: auto triggered node O&M, real-time node O&M, and manually triggered node O&M. You can use the O&M Dashboard to view key metrics for task execution and use features in the O&M Assistant, such as Data Backfill, Intelligent Diagnosis, and Automated O&M, for a wide range of O&M actions.

Module

Description

Environment availability

O&M Dashboard

Displays key O&M metrics for scheduled tasks in reports and provides dedicated O&M pages for batch and real-time synchronization tasks in Data Integration.

This module is not available in the Development Operation Center.

Auto Triggered Node O&M

Auto Triggered Nodes

Allows you to view the DAG for scheduled tasks and perform actions such as Test and Backfill Data.

The Development Operation Center cannot automatically schedule and generate scheduled instances.

Auto Triggered Instances

Lists instances generated after scheduled tasks are submitted to the scheduling system. On this page, you can view the instance DAG, use Perform Diagnostics, and Rerun the instance.

Test Instances

Lists instances generated after you test a scheduled task. You can check the execution status of test instances, view the instance DAG, use Perform Diagnostics, and Rerun the instance.

Real-time Node O&M

Real-time Computing Nodes

Allows you to StartTerminate, and Undeploy real-time tasks, and configure Monitoring Setting. This helps you promptly detect and handle exceptions during task execution.

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Real-time Synchronization Nodes

Allows you to StartStopUndeploy, and Change Owner for real-time synchronization tasks, and configure Monitoring Setting. This helps you promptly detect and handle exceptions during task execution.

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Manually Triggered Node O&M

Manual Triggered Nodes

You can query and view the DAG for manual tasks, manually triggered workflows, and event-triggered workflows. You can also manually Run tasks, View Instances, and perform other actions.

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Manual Triggered Instances

You can use the DAG to quickly view detailed instance information and perform actions such as View Runtime Log, Perform Diagnostics, View Code, and View Lineage.

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O&M Assistant

Data Backfill

Allows you to manage data backfill tasks.

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Intelligent Diagnosis

Provides end-to-end analysis capabilities for your tasks, helping you quickly locate the source of a problem. You can view a task's Running Details, Basic Information, Impact Baselines, and Historical Instance.

This module is not available in the Development Operation Center.

Automatic

Allows you to create custom O&M rules. You can define monitoring metrics and rules for instances running on a target resource group. When a rule is triggered, a predefined O&M action is automatically performed.

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Note

For a task in a scheduled instance to run, the following conditions must be met:

  • All of the task's ancestor node instances are in the success state.

  • The task's scheduled execution time has been reached.

  • Sufficient scheduling resources are available.

  • The task is not in the Suspended or Frozen state.

In Operation Center, different colors indicate different instance statuses. For details, see: Appendix: Instance run status and execution diagnosis.

Task monitoring

The task monitoring module includes Smart Baseline and Alarm. You can configure Smart Baseline to detect and send alerts for task anomalies. You can also use the Rule Management, Alert Management, and Schedule features to ensure timely handling of O&M alerts.

Module

Description

Environment availability

Smart Baseline

Detects and sends early warnings about exceptions that could prevent tasks on a baseline from completing on time. This ensures that critical data is generated within the expected timeframe, helping you reduce configuration costs, avoid unnecessary alerts, and automatically monitor all critical tasks.

This module is not available in the Development Operation Center.

Alarm

Rule Management

Allows you to configure custom monitoring rules. You can use these rules to monitor task run status or resource usage, helping you promptly detect and handle exceptions.

Alert Management

Centralizes all alerts generated by the Node Alarm module. This includes baseline warning messages and event alerts from Smart Baseline, and alerts from custom rules and global rules.

Schedule

Provides a roster for handling O&M alerts, ensuring a timely response when an alert occurs or an instance requires maintenance. After you configure an on-duty schedule, DataWorks sends Alert Information to the on-duty personnel, allowing them to identify and resolve issues promptly.

Other O&M features

In addition to task O&M and intelligent monitoring, Operation Center allows you to view details of Compute Engine (E-MapReduce) jobs, monitor the usage of resource groups, and customize scheduling parameters. These features offer convenient and comprehensive O&M capabilities.

Module

Description

Environment availability

Engine Maintenance

Allows you to view the details of Compute Engine (E-MapReduce) jobs. This helps you promptly find and address jobs that have run with errors, preventing them from blocking downstream tasks and disrupting normal instance execution.

This module is not available in the Development Operation Center.

Resource

Visualizes resource group usage and instance task execution. It enables intelligent monitoring and Automated O&M for resource groups and instance tasks, reducing manual effort and improving management efficiency.

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Tenant Schedule Setting

Provides a platform where you can create and manage the Scheduling Calendars and Workspace-level Parameters, making it easier to customize task scheduling.

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Appendix: Instance run status and execution diagnosis

In Operation Center, different colors and icons represent the status of a task during its execution. The following table describes each status and its corresponding icon. For more information about the prerequisites for task execution, see Intelligent Diagnosis.

No.

Status

Status icon

Run flowchart

1

Success

Successful

Run flowchart

2

Not Running

Not Run

3

Failed

Failed

4

Running

Running

5

Pending

Waiting

6

Suspended/Frozen

Suspended/Frozen