How to Efficiently Generate Time Series Between Dates in PostgreSQL?

PostgreSQL date interval time series generation method

When PostgreSQL processes time series data, it is often necessary to generate a series of dates between two given dates. A common method is to use the generate_series() function.

select date '2004-03-07' + j - i as AllDate 
from generate_series(0, extract(doy from date '2004-03-07')::int - 1) as i,
     generate_series(0, extract(doy from date '2004-08-16')::int - 1) as j

However, this approach sometimes encounters limitations when dealing with dates that span different years. To effectively resolve this situation, consider the following:

SELECT date_trunc('day', dd):: date
FROM generate_series
        ( '2007-02-01'::timestamp 
        , '2008-04-01'::timestamp
        , '1 day'::interval) dd
        ;

This query generates a range of dates between the given timestamps, converting them into a recognized date format before returning them. It maintains accuracy even when two dates span multiple years.

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