IPython Magics for BigQuery

To use these magics, you must first register them. Run the %load_ext magic in a Jupyter notebook cell.

%load_ext bigquery_magics

This makes the %%bigquery magic available.

Code Samples

Running a query:

%%bigquery
SELECT name, SUM(number) as count
FROM `bigquery-public-data.usa_names.usa_1910_current`
GROUP BY name
ORDER BY count DESC
LIMIT 3

Running a parameterized query:

%%bigquery --params {"corpus_name": "hamlet", "limit": 10}
SELECT word, SUM(word_count) as count
FROM `bigquery-public-data.samples.shakespeare`
WHERE corpus = @corpus_name
GROUP BY word
ORDER BY count DESC
LIMIT @limit

BigQuery Magics Reference