创建数据质量监控 *This Tool has a 'MCP Resource'，please request CreateDataQualityEvaluationTask(MCP Resource) to get more examples for using this tool.
AI agents use CreateDataQualityEvaluationTask to create or update resources in Alibabacloud Dataworks — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Alibabacloud Dataworks environment.
| Parameter | Type | Required | Description |
|---|---|---|---|
Name | string | Yes | 质量监控任务名称 |
Hooks | array | — | 回调设置 |
Target | object | Yes | 数据质量监控对象 |
Trigger | object | — | 数据质量校验任务的触发配置 |
ProjectId | number | Yes | DataWorks工作空间的ID |
Description | string | — | 质量监控任务描述 |
RuntimeConf | string | — | 扩展配置，JSON格式的字符串，只对EMR类型的数据质量监控生效。- queue：执行EMR数据质量校验时，使用的yarn队列，默认为本项目配置的队列- sqlEngine：执行EMR的数据校验时，采用的SQL引擎 + HIVE_SQL + SPARK_SQL |
DataSourceId | number | Yes | 数据源ID |
Notifications | object | — | 通知订阅配置 |
DataQualityRules | array | — | 数据质量监控关联的数据质量规则列表。如果设置了DataQualityRule.Id，则把Id对应的规则关联到新建质量监控中；如果没有设置，则用其他字段创建一个新的规则，关联到新建的质量监控中 |
Parameters from the server's own tool schema.
An AI agent can call CreateDataQualityEvaluationTask faster than any human can review — one bad instruction and it creates or modifies resources in Alibabacloud Dataworks by the hundred, each call as confident as the last.
Risk signalsAccepts freeform code/query input (DataQualityRules[].CheckingConfig.Thresholds.Expected.Expression) · High parameter count (55 properties)
Attacks that exploit this kind of access
创建数据质量监控 *This Tool has a 'MCP Resource'，please request CreateDataQualityEvaluationTask(MCP Resource) to get more examples for using this tool. It is categorised as a Write tool in the Alibabacloud Dataworks MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
CreateDataQualityEvaluationTask accepts 10 parameters: Name, Hooks, Target, Trigger, ProjectId, Description, RuntimeConf, DataSourceId, Notifications, DataQualityRules. Required: Name, Target, ProjectId, DataSourceId. The full parameter table on this page comes from the server's own tool schema.
Register the Alibabacloud Dataworks MCP server in PolicyLayer and add a rule for CreateDataQualityEvaluationTask: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Alibabacloud Dataworks. Nothing to install.
CreateDataQualityEvaluationTask is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the CreateDataQualityEvaluationTask rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for CreateDataQualityEvaluationTask. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
CreateDataQualityEvaluationTask is provided by the Alibabacloud Dataworks MCP server (alibabacloud-dataworks-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.