创建数据质量校验监控实例
AI agents use CreateDataQualityEvaluationTaskInstance 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 |
|---|---|---|---|
ProjectId | number | Yes | DataWorks工作空间的ID |
Parameters | string | Yes | 数据质量校验执行参数，JSON格式，可用的key如下：- triggerTime：触发时间的毫秒时间戳，数据质量监控的数据范围中$[yyyymmdd]表达式的基准时间，必填 |
RuntimeResource | object | — | 资源组信息，运行非MaxCompute数据质量校验时需要填写 |
DataQualityEvaluationTaskId | number | Yes | 数据质量校验任务ID |
Parameters from the server's own tool schema.
An AI agent can call CreateDataQualityEvaluationTaskInstance 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.
Attacks that exploit this kind of access
创建数据质量校验监控实例. 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.
CreateDataQualityEvaluationTaskInstance accepts 4 parameters: ProjectId, Parameters, RuntimeResource, DataQualityEvaluationTaskId. Required: ProjectId, Parameters, DataQualityEvaluationTaskId. 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 CreateDataQualityEvaluationTaskInstance: 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.
CreateDataQualityEvaluationTaskInstance 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 CreateDataQualityEvaluationTaskInstance 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 CreateDataQualityEvaluationTaskInstance. 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.
CreateDataQualityEvaluationTaskInstance 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.