I'm trying to get the AVG time, but the time format is not supported by the AVG function. I tried with CAST function, like in some posts were explained, but it seems doesn't work anyway. Thanks
WITH october_fall AS
(SELECT
start_station_name,
end_station_name,
start_station_id,
end_station_id,
EXTRACT (DATE FROM started_at) AS start_date,
EXTRACT(DAYOFWEEK FROM started_at) AS start_week_date,
EXTRACT (TIME FROM started_at) AS start_time,
EXTRACT (DATE FROM ended_at) AS end_date,
EXTRACT(DAYOFWEEK FROM ended_at) AS end_week_date,
EXTRACT (TIME FROM ended_at) AS end_time,
DATETIME_DIFF (ended_at,started_at, MINUTE) AS total_lenght,
member_casual
FROM
`ciclystic.cyclistic_seasonal_analysis.fall_202010` AS fall_analysis
ORDER BY
started_at DESC)
SELECT
COUNT (start_week_date) AS avg_start_1,
AVG (start_time) AS avg_start_time_1, ## here is where the problem start
member_casual
FROM
october_fall
WHERE
start_week_date = 1
GROUP BY
member_casual
Because BigQuery cannot calc AVG on TIME type, you would see the error message if you tried to do so.
Instead you could calc AVG by INT64.
The time_ts
is timestamp format.
I tried to use time_diff
to calc the differences from time to "00:00:00", then I could get the seconds in FLOAT64 format and cast it to INT64 format.
I create a function secondToTime
. It's pretty straightforward to calc hour / minute / second and parse back to time format.
For the date format, I think you could do it in the same way.
create temp function secondToTime (seconds INT64)
returns time
as (
PARSE_TIME (
"%H:%M:%S",
concat(
cast(seconds / 3600 as int),
":",
cast(mod(seconds, 3600) / 60 as int),
":",
mod(seconds, 60)
)
)
);
with october_fall as (
select
extract (date from time_ts) as start_date,
extract (time from time_ts) as start_time
from `bigquery-public-data.hacker_news.comments`
limit 10
) SELECT
avg(time_diff(start_time, time '00:00:00', second)),
secondToTime(
cast(avg(time_diff(start_time, time '00:00:00', second)) as INT64)
),
secondToTime(0),
secondToTime(60),
secondToTime(3601),
secondToTime(7265)
FROM october_fall
Try below
SELECT
COUNT (start_week_date) AS avg_start_1,
TIME(
EXTRACT(hour FROM AVG(start_time - '0:0:0')),
EXTRACT(minute FROM AVG(start_time - '0:0:0')),
EXTRACT(second FROM AVG(start_time - '0:0:0'))
) as avg_start_time_1
member_casual
FROM
october_fall
WHERE
start_week_date = 1
GROUP BY
member_casual
Another option would be
SELECT
COUNT (start_week_date) AS avg_start_1,
PARSE_TIME('0-0 0 %H:%M:%E*S', '' || AVG(start_time - '0:0:0')) as avg_start_time_1
member_casual
FROM
october_fall
WHERE
start_week_date = 1
GROUP BY
member_casual
I know a few months have passed, but maybe someone else will be facing the same issue. As for the section where the problem occurred, something like this worked for me and gave the average ride_length:
FORMAT_TIMESTAMP
('%T',
TIMESTAMP_SECONDS(CAST(AVG(TIME_DIFF(ride_length, '00:00:00', SECOND)) AS
INT64)))
AS avg_ride_length
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