How to: Query data in BigQuery from Vertex AI

I often grab data for a Vertex AI instance from BigQuery and shape it into a dataframe to do work.

Minimum viable snippet to get that to work:

import pandas as pd

from google.cloud import bigquery

client = bigquery.Client()

query_string = "<some SQL query>"

df = client.query(query_string).to_dataframe()