Last active
May 8, 2022 23:53
-
-
Save aisayko/dcacd546bcb17a740dec703de6b2377e to your computer and use it in GitHub Desktop.
Postgresql bulk upsert in Python (Django)
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
def bulk_upsert(model, fields, values, by): | |
""" | |
Return the tuple of (inserted, updated) ids | |
""" | |
result = (None, None) | |
if values: | |
stmt = """ | |
WITH data_set AS ( | |
INSERT INTO %s (%s) | |
SELECT DISTINCT ON (%s) * | |
FROM ( | |
VALUES %s | |
) v(%s) | |
ON CONFLICT (%s) | |
DO | |
UPDATE SET (%s)=(%s) | |
RETURNING xmax, id | |
) | |
SELECT ARRAY_AGG(id) FILTER (WHERE xmax = 0) AS ins, | |
ARRAY_AGG(id) FILTER (WHERE xmax::text::int > 0) AS upd | |
FROM data_set; | |
""" | |
table_name = model._meta.db_table | |
set_fields = ', '.join([f for f in fields if f != by]) | |
set_values = ', '.join(['EXCLUDED.{0}'.format(f) for f in fields if f != by]) | |
fields_str = ', '.join(fields) | |
values_placeholders = ('%s, ' * len(values))[:-2] | |
formatted_sql = stmt % ( | |
table_name, | |
fields_str, | |
by, | |
values_placeholders, | |
fields_str, | |
by, | |
set_fields, | |
set_values | |
) | |
with connection.cursor() as cursor: | |
cursor.execute(formatted_sql, values) | |
result = cursor.fetchall()[0] | |
return result |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Any reason for "
xmax::text::int > 0
instead of "xmax > 0
"?