I have a complex JSON object like this:
{
"item_detail": [
{
"itemid": "4702385896",
"modelid": "8307307322",
"quantity": "1"
},
{
"itemid": "3902478595",
"modelid": "8306561848",
"quantity": "1"
},
{
"itemid": "3409528897",
"modelid": "10922686275",
"quantity": "1"
},
{
"itemid": "4702385896",
"modelid": "8307307323",
"quantity": "1"
}
],
"shopid": "128449080"
},
{
"item_detail": [
{
"itemid": "7906381345",
"modelid": "9745718882",
"quantity": "1"
},
{
"itemid": "6710792892",
"modelid": "11474621623",
"quantity": "1"
}
],
"shopid": "36121097"
}
]
I am struggling in extracting all (itemid, shopid) into rows in Presto. My wanted outcomes are:
itemid | shopid
-----------+-------
4702385896 | 128449080
3902478595 | 128449080
3409528897 | 128449080
4702385896 | 128449080
7906381345 | 36121097
6710792892 | 36121097
I have used CROSS JOIN UNNEST and TRANSFORM to get the result with no luck. Does anyone have a solution for this?
So many thanks in advance!
Use json_extract
with cast
to array
and unnest
, like this:
presto:default> SELECT
-> json_extract_scalar(item_detail, '$.itemid') itemid,
-> json_extract_scalar(shopping, '$.shopid') shopid
-> FROM t
-> CROSS JOIN UNNEST(CAST(my_json AS array(json))) AS x(shopping)
-> CROSS JOIN UNNEST(CAST(json_extract(shopping, '$.item_detail') AS array(json))) AS y(item_detail)
-> ;
->
itemid | shopid
------------+-----------
4702385896 | 128449080
3902478595 | 128449080
3409528897 | 128449080
4702385896 | 128449080
7906381345 | 36121097
6710792892 | 36121097
(6 rows)
(verified on Presto 327)
BTW if any of the arrays may be empty or missing, I recommend using LEFT JOIN UNNEST ... ON true
instead of CROSS JOIN UNNEST
(this requires a decent Presto version):
SELECT
json_extract_scalar(item_detail, '$.itemid') itemid,
json_extract_scalar(shopping, '$.shopid') shopid
FROM t
LEFT JOIN UNNEST(CAST(my_json AS array(json))) AS x(shopping) ON true
LEFT JOIN UNNEST(CAST(json_extract(shopping, '$.item_detail') AS array(json))) AS y(item_detail) ON true;
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