dataplex-get-data-quality-results

Retrieves the final generated data quality results (overall score, dimension scores, rule passing details, and the failing rows debug SQL query) for a completed quality scan.

About

A dataplex-get-data-quality-results tool retrieves the results of a completed Data Quality scan.

WARNING: You must verify the execution run has succeeded (via dataplex-get-run-status) before calling this tool, otherwise the results will be empty. CRITICAL: Access the results via the nested public fields dataQualityResult inside the returned DataScan. Note that the failingRowsQuery field inside the rules result is extremely useful for retrieving failed rows.

Compatible Sources

This tool can be used with the following database sources:

Source Name
Knowledge Catalog (formerly known as Dataplex) Source

Requirements

IAM Permissions

Knowledge Catalog uses Identity and Access Management (IAM) to control user and group access to Knowledge Catalog resources. Toolbox will use your Application Default Credentials (ADC) to authorize and authenticate when interacting with [Knowledge Catalog][dataplex-docs].

In addition to setting the ADC for your server, you need to ensure the IAM identity has been given the correct IAM permissions for the tasks you intend to perform. See Knowledge Catalog IAM permissions and Knowledge Catalog IAM roles for more information on applying IAM permissions and roles to an identity.

Parameters

The dataplex-get-data-quality-results tool accepts the following parameters:

fieldtyperequireddescription
scanIdstringtrueThe unique ID of the Dataplex quality scan (e.g. nq-dq-12345).
locationstringtrueThe Google Cloud region where the scan was created (e.g. us-central1).

Example

kind: tool
name: get_data_quality_results
type: dataplex-get-data-quality-results
source: my-dataplex-source
description: Fetch results of a completed data quality scan.

Reference

fieldtyperequireddescription
typestringtrueMust be “dataplex-get-data-quality-results”.
sourcestringtrueName of the source the tool should execute on.
descriptionstringtrueDescription of the tool that is passed to the LLM.