Alibabacloud Dataworks Data Ops

DataWorks Operations Center assistant for task and workflow operations, alert rule creation and management. Covers troubleshooting, failure recovery, baseline assurance, monitoring and alerting. Supports periodic, manual, and triggered tasks/workflows (excludes real-time/streaming tasks). Uses aliyun CLI to call dataworks-public OpenAPI (2024-05-18). Trigger keywords: query task, task instance, instance log, workflow, workflow instance, alert rule, operations center, task failure, instance status, upstream/downstream dependency, rerun, monitoring alert, custom monitoring, alert rule, task instance, workflow instance, operation log, baseline assurance, failure recovery, DataWorks operations. Do NOT trigger: data source management, compute resources, resource groups, data development, MaxCompute table management, ECS/RDS/OSS operations, workspace member management, data quality, data lineage, data preview.

DataWorks Data Operations

DataWorks Operations Center assistant for task and workflow operations, alert rule creation and management. Supports periodic, manual, and triggered tasks/workflows (excludes real-time/streaming tasks).

Installation

Pre-check: Aliyun CLI >= 3.3.3 required Run aliyun version to verify >= 3.3.3. If not installed or version too low, run curl -fsSL https://aliyuncli.alicdn.com/setup.sh | bash to update, or see references/cli-installation-guide.md for installation instructions.

Pre-check: Aliyun CLI plugin update required [MUST] run aliyun configure set --auto-plugin-install true to enable automatic plugin installation.

[MUST] CLI AI-Mode & User-Agent — Before executing any business CLI command:

bash

aliyun configure ai-mode enable
aliyun configure ai-mode set-user-agent --user-agent "AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops"
aliyun plugin update

After the workflow is complete:

bash

aliyun configure ai-mode disable

Environment Variables

The aliyun CLI default timeout may cause indefinite hangs. You [MUST] set the following environment variables before executing any API command:

Variable	Description	Default
ALIBABA_CLOUD_CONNECT_TIMEOUT	Connection timeout in milliseconds	10000
ALIBABA_CLOUD_READ_TIMEOUT	Read timeout in milliseconds	30000

For large-volume queries (e.g., paginated task instance lists with 500+ results), ALIBABA_CLOUD_READ_TIMEOUT may be increased to 60000 ms.

If an API call times out, [MUST] retry once with a doubled read timeout value. If the second attempt also fails, report the timeout to the user and suggest checking network connectivity, project ID validity, or RAM permissions.

No other special environment variable requirements.

Authentication

Pre-check: Alibaba Cloud Credentials Required

Security Rules:

• NEVER read, echo, or print AK/SK values (e.g., echo $ALIBABA_CLOUD_ACCESS_KEY_ID is FORBIDDEN)
• NEVER ask the user to input AK/SK directly in the conversation or command line
• NEVER use aliyun configure set with literal credential values
• ONLY use aliyun configure list to check credential status

bash

aliyun configure list

Check the output for a valid profile (AK, STS, or OAuth identity).

If no valid profile exists, STOP here.

1. Obtain credentials from Alibaba Cloud Console
2. Configure credentials outside of this session (via aliyun configure in terminal or environment variables in shell profile)
3. Return and re-run after aliyun configure list shows a valid profile

RAM Permissions

This skill requires the following RAM permissions:

Task Management

API	Permission Action	Description
GetTask	dataworks:GetTask	Get task details
ListTasks	dataworks:ListTasks	Query task list
ListUpstreamTasks	dataworks:ListUpstreamTasks	Query upstream task list
ListDownstreamTasks	dataworks:ListDownstreamTasks	Query downstream task list
ListTaskOperationLogs	dataworks:ListTaskOperationLogs	Query task operation logs

Task Instance Management

API	Permission Action	Description
ListTaskInstances	dataworks:ListTaskInstances	Query task instance list
GetTaskInstance	dataworks:GetTaskInstance	Get task instance details
GetTaskInstanceLog	dataworks:GetTaskInstanceLog	Get task instance logs
ListUpstreamTaskInstances	dataworks:ListUpstreamTaskInstances	Query upstream task instances
ListDownstreamTaskInstances	dataworks:ListDownstreamTaskInstances	Query downstream task instances
ListTaskInstanceOperationLogs	dataworks:ListTaskInstanceOperationLogs	Query task instance operation logs

Workflow (Operations Center, read-only)

API	Permission Action	Description
GetWorkflow	dataworks:GetWorkflow	Get workflow details
ListWorkflows	dataworks:ListWorkflows	Query workflow list

Workflow Instance (Operations Center, read-only)

API	Permission Action	Description
ListWorkflowInstances	dataworks:ListWorkflowInstances	Query workflow instance list
GetWorkflowInstance	dataworks:GetWorkflowInstance	Get workflow instance details

Alert Rules (Custom Monitoring, read-only)

API	Permission Action	Description
ListAlertRules	dataworks:ListAlertRules	Query alert rule list
GetAlertRule	dataworks:GetAlertRule	Get alert rule details

[MUST] Permission Failure Handling: When any command or API call fails due to permission errors at any point during execution, follow this process:

1. Read references/ram-policies.md to get the full list of permissions required by this SKILL
2. Use ram-permission-diagnose skill to guide the user through requesting the necessary permissions
3. Pause and wait until the user confirms that the required permissions have been granted

Parameter Confirmation

IMPORTANT: Parameter Confirmation — Before executing any command or API call, ALL user-customizable parameters (e.g., ProjectId, RegionId, bizdate, instance IDs, etc.) MUST be confirmed with the user. Do NOT assume or use default values without explicit user approval.

Parameter	Required/Optional	Description	Default
Region	Required	Target region	None
ProjectId	Required	DataWorks Workspace ID	None
Bizdate	Required (instance-related)	Business date (millisecond timestamp)	Today's business date

Instance status enum values (used for --status parameter):

• NotRun - Not Run
• Running - Running
• Failure - Failed
• Success - Success
• WaitTime - Waiting for Time
• WaitResource - Waiting for Resources

Workflow instance type enum values (used for --type parameter):

• Normal - Normal Scheduling
• Manual - Manual Run
• SmokeTest - Smoke Test
• SupplementData - Backfill Data
• ManualWorkflow - Manual Workflow
• TriggerWorkflow - Trigger Workflow

Core Workflows

0. Confirm Target Region

Confirm the target region with the user. Common regions:

• cn-hangzhou - East China 1 (Hangzhou)
• cn-shanghai - East China 2 (Shanghai)
• cn-beijing - North China 2 (Beijing)
• cn-shenzhen - South China 1 (Shenzhen)

---

Task Management

bash

# Query task list
aliyun dataworks-public list-tasks \
  --region <REGION> \
  --project-id <PROJECT_ID> \
  [--name <TASK_NAME>] \
  [--page-size <SIZE>] \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get task details
aliyun dataworks-public get-task \
  --region <REGION> \
  --id <TASK_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

For more command parameters and the full command list, see references/related-commands.md

---

Task Instance Management

bash

# Query task instance list (filter by status)
aliyun dataworks-public list-task-instances \
  --region <REGION> \
  --project-id <PROJECT_ID> \
  --bizdate <BIZDATE_TIMESTAMP> \
  [--status NotRun|Running|Failure|Success|WaitTime|WaitResource] \
  [--task-name <TASK_NAME>] \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get task instance details (use instance ID from list above)
aliyun dataworks-public get-task-instance \
  --region <REGION> \
  --id <TASK_INSTANCE_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get task instance log
aliyun dataworks-public get-task-instance-log \
  --region <REGION> \
  --id <TASK_INSTANCE_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

For more commands (instance details, upstream/downstream instances, operation logs, etc.) see references/related-commands.md

---

Workflow (Operations Center, read-only)

bash

# Query workflow list
aliyun dataworks-public list-workflows \
  --region <REGION> \
  --project-id <PROJECT_ID> \
  [--name <WORKFLOW_NAME>] \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get workflow details
aliyun dataworks-public get-workflow \
  --region <REGION> \
  --id <WORKFLOW_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

---

Workflow Instance (Operations Center, read-only)

bash

# Query workflow instance list
aliyun dataworks-public list-workflow-instances \
  --region <REGION> \
  --project-id <PROJECT_ID> \
  --biz-date <BIZDATE_TIMESTAMP> \
  [--type Normal|Manual|SmokeTest|SupplementData|ManualWorkflow|TriggerWorkflow] \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get workflow instance details
aliyun dataworks-public get-workflow-instance \
  --region <REGION> \
  --id <WORKFLOW_INSTANCE_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

---

Alert Rules (Custom Monitoring, read-only)

bash

# Query alert rule list
aliyun dataworks-public list-alert-rules \
  --region <REGION> \
  --page-number <PAGE_NUMBER> \
  --page-size <PAGE_SIZE> \
  [--name <RULE_NAME>] \
  [--owner <OWNER_UID>] \
  [--receiver <RECEIVER_UID>] \
  [--task-ids <ID1> <ID2> ...] \
  [--types <TYPE1> <TYPE2> ...] \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Get alert rule details
aliyun dataworks-public get-alert-rule \
  --region <REGION> \
  --id <ALERT_RULE_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

---

Command Examples

bash

# Step 1: Query failed task instances
aliyun dataworks-public list-task-instances \
  --region cn-hangzhou \
  --project-id 240863 \
  --bizdate 1775404800000 \
  --status Failure \
  --page-size 100 \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

# Step 2: View instance log
aliyun dataworks-public get-task-instance-log \
  --region cn-hangzhou \
  --id <INSTANCE_ID> \
  --user-agent AlibabaCloud-Agent-Skills/alibabacloud-dataworks-data-ops

Success Verification

1. Query Verification: ListTaskInstances returns a TaskInstances list, containing instance ID, status, task name, and other information
2. Log Verification: GetTaskInstanceLog returns a TaskInstanceLog field containing log content

For detailed verification steps, see references/verification-method.md

Cleanup

This skill does not create resources. No cleanup required.

Best Practices

1. Business Date Calculation: Bizdate is typically the millisecond timestamp for 00:00:00 the day before the scheduling date
2. Paginated Queries: Use --page-number and --page-size for pagination, maximum 500 per page
3. Pre-operation Check: It is recommended to check instance logs first to confirm the status and avoid repeated failures

References

Document	Description
references/ram-policies.md	RAM permission policies
references/related-commands.md	CLI command quick reference
references/verification-method.md	Success verification methods
related_apis.yaml	Full API list