Add magics tutorial with BigQuery Storage API integration. #2087
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This is a notebooks tutorial, modeled after the Jupyter notebook example
code for BigQuery. Use some caution when running these tests, as they
run some large-ish (5 GB processed) queries and download about 500 MB
worth of data. This is intentional, as the BigQuery Storage API is most
useful for downloading large results.