The TIME_TRUNC function in BigQuery will truncate the time to the given date_part.
TIME_TRUNC(time_expression, part)
Where part can be any of the following:
Returns: TIME
SELECT
CAST('10:00:44' AS TIME) AS original,
TIME_TRUNC(CAST('10:00:44' AS TIME), HOUR) AS truncated
TIME_TRUNC is very handy for aggregating your data by a particular date_part, like HOUR. See the example below to see how you can aggregate by HOUR:
SELECT
SUM(number) AS total,
TIME_TRUNC(time, HOUR) AS hour
FROM
(
SELECT
CAST('12:50:01' AS TIME) AS time,
3 AS number
UNION ALL
( SELECT
CAST('07:42:41' AS TIME) AS time,
7 AS number)
UNION ALL
( SELECT
CAST('17:01:00' AS TIME) AS time,
27 AS number)
) AS table_3
GROUP BY
hour
Make sure you've included your TIME_TRUNC column in your GROUP BY!
You'll need to make sure you're using the right function for your data type. To use TIME_TRUNC you must be working with a TIME - not a DATE, DATETIME, or TIMESTAMP.
You can use CAST to change your other date types to TIME, or use one of the equivalent functions for other date types like DATE_TRUNC.