CreateDataQualityRule

创建质量规则 *This Tool has a 'MCP Resource',please request CreateDataQualityRule(MCP Resource) to get more examples for using this tool.

Server Alibabacloud Dataworks alibabacloud-dataworks-mcp-server
Category Write
Risk class Medium
Parameters 104 required

What CreateDataQualityRule does on Alibabacloud Dataworks

AI agents use CreateDataQualityRule 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.

ParameterTypeRequiredDescription
Name string Yes 规则名称
Target object Yes 规则所监控的对象
Enabled boolean 质量规则是否启用
Severity string 规则对于业务的等级(对应页面上的强弱规则),可选的枚举值:- Normal- High
ProjectId number Yes DataWorks工作空间ID
Description string 规则描述信息,最长500个字符
TemplateCode string Yes 规则所引用的规则模板唯一标识
ErrorHandlers array 质量规则校验问题处理器列表
CheckingConfig object 样本校验设置
SamplingConfig object 样本采集所需的设置

Parameters from the server's own tool schema.

Why CreateDataQualityRule needs a policy

An AI agent can call CreateDataQualityRule 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 (CheckingConfig.Thresholds.Expected.Expression) · High parameter count (35 properties)

Questions about CreateDataQualityRule

What does the CreateDataQualityRule tool do? +

创建质量规则 *This Tool has a 'MCP Resource',please request CreateDataQualityRule(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.

What parameters does CreateDataQualityRule accept? +

CreateDataQualityRule accepts 10 parameters: Name, Target, Enabled, Severity, ProjectId, Description, TemplateCode, ErrorHandlers, CheckingConfig, SamplingConfig. Required: Name, Target, ProjectId, TemplateCode. The full parameter table on this page comes from the server's own tool schema.

How do I enforce a policy on CreateDataQualityRule? +

Register the Alibabacloud Dataworks MCP server in PolicyLayer and add a rule for CreateDataQualityRule: 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.

What risk level is CreateDataQualityRule? +

CreateDataQualityRule is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit CreateDataQualityRule? +

Yes. Add a rate_limit block to the CreateDataQualityRule 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.

How do I block CreateDataQualityRule completely? +

Set action: deny in the PolicyLayer policy for CreateDataQualityRule. 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.

What MCP server provides CreateDataQualityRule? +

CreateDataQualityRule 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.

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