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Added a new file system-test/high-precision-query-tests.ts containing parameterized system tests for BigQuery query options related to high-precision timestamps. Covered all 15 combinations of timestampOutputFormat and useInt64Timestamp. Improved test robustness by using regular functions for this.skip(), strengthening assertions for 400 error codes, and adding a parameter to the query to avoid a pre-existing TypeError bug in the library when no parameters are provided. Verified that the tests correctly skip in a credential-less environment.


PR created automatically by Jules for task 9818108591159493466 started by @danieljbruce

This commit adds a new system test file `system-test/high-precision-query-tests.ts`
which covers all 15 combinations of `timestampOutputFormat` and `useInt64Timestamp`
options for the `bigquery.query` method.

The tests verify API validation logic and result parsing, handling environment-specific
constraints such as missing credentials by appropriately skipping tests.
The options are passed using flattened keys (e.g., 'formatOptions.timestampOutputFormat')
to match the library's current implementation and expected query parameters.

Co-authored-by: danieljbruce <8935272+danieljbruce@users.noreply.github.com>
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@product-auto-label product-auto-label bot added size: m Pull request size is medium. api: bigquery Issues related to the googleapis/nodejs-bigquery API. labels Jan 28, 2026
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