@Ramdas, Sai Kumar - Thanks for the question and using MS Q&A platform.
This is a known limitation with Microsoft Purview:
You may checkout the MS Q&A thread - Scan BigQuery in Microsoft Purview, which addressing similar issue.
For more details, refer to Connect to and manage Google BigQuery projects in Microsoft Purview.
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