I'm looking to see how to flatten data nested in a JSONB column. As an example, say we have the table users with user_id(int) and siblings(JSONB)
With rows like:
id | JSONB
---------------------
1 | {"brother": {"first_name":"Sam", "last_name":"Smith"}, "sister": {"first_name":"Sally", "last_name":"Smith"}
2 | {"sister": {"first_name":"Jill"}}
I'm looking for a query that will return a response like:
id | sibling | first_name | last_name
-------------------------------------
1 | "brother" | "Sam" | "Smith"
1 | "sister" | "Sally" | "Smith"
2 | "sister" | "Jill" | null
I develop to this use it in psql
.
To check code I create small view t1
:
CREATE VIEW t1 AS (
SELECT 1 AS id, '{"brother": {"first_name":"Sam", "last_name":"Smith"}, "sister": {"first_name":"Sally", "last_name":"Smith"}}'::jsonb AS jsonb
UNION SELECT 2, '{"sister": {"first_name":"Jill", "last_name":"Johnson"}}'
UNION SELECT 3, '{"sister": {"first_name":"Jill", "x_name":"Johnson"}}'
);
The first task is to found list of possible key:
WITH fields AS (
SELECT DISTINCT jff.key
FROM t1,
jsonb_each(jsonb) AS jf,
jsonb_each(jf.value) AS jff
)
SELECT * FROM fields;
The result is:
key
------------
first_name
last_name
x_name
The next step is generate queries:
SELECT 'SELECT id, jf.key as sibling, ' || (
WITH fields AS (
SELECT DISTINCT jff.key
FROM t1,
jsonb_each(jsonb) AS jf,
jsonb_each(jf.value) AS jff
)
SELECT string_agg('jf.value->>''' || key || ''' as "' || key || '"', ',' ORDER BY key)
FROM fields
)
|| ' FROM t1, jsonb_each(jsonb) AS jf ORDER BY 1, 2, 3;' AS cmd;
It returns:
cmd
------------------------------------------------------------------------------------------------------------------------------------------------------------------------
SELECT id, jf.key as sibling,jf.value->>'first_name' as "first_name",jf.value->>'last_name' as "last_name",jf.value->>'x_name' as "x_name" FROM t1, jsonb_each(jsonb) AS jf ORDER BY 1, 2, 3;
(1 row)
To set result as psql variable I use gset
:
\gset
After that you can call query:
:cmd
id | sibling | first_name | last_name | x_name
----+---------+------------+-----------+---------
1 | brother | Sam | Smith |
1 | sister | Sally | Smith |
2 | sister | Jill | Johnson |
3 | sister | Jill | | Johnson
(4 rows)
To run it from external languages you can create postgres function than return SQL command:
CREATE OR REPLACE FUNCTION build_query(IN tname text, OUT cmd text) AS $sql$
BEGIN
EXECUTE $cmd$
SELECT 'SELECT id, jf.key as sibling, ' || (
WITH fields AS (
SELECT DISTINCT jff.key
FROM t1,
jsonb_each(jsonb) AS jf,
jsonb_each(jf.value) AS jff
)
SELECT string_agg('jf.value->>''' || key || ''' as "' || key || '"', ',' ORDER BY key)
FROM fields
)
|| ' FROM $cmd$ || quote_ident(tname) || $cmd$ , jsonb_each(jsonb) AS jf ORDER BY 1, 2, 3;'$cmd$ INTO cmd;
RETURN;
END;
$sql$ LANGUAGE plpgsql;
SELECT * FROM build_query('t1');
cmd
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
SELECT id, jf.key as sibling, jf.value->>'first_name' as "first_name",jf.value->>'last_name' as "last_name",jf.value->>'x_name' as "x_name" FROM t1 , jsonb_each(jsonb) AS jf ORDER BY 1, 2, 3;
(1 row)
来源:https://stackoverflow.com/questions/42403321/flattening-postgres-nested-jsonb-column