Create Views over JSON Data in Hive
The beauty of storing raw JSON in HIVE is that you can potentially create multiple tables on the same data using Hive Views. Hive allows you to query JSON data using couple of different ways (json_tuple and get_json_object). The get_json_object allows you to pass a json string and a JSONPath to extract data. Here’s an example:
| event_type | event_data |
|---|---|
| user_registered | {ip_address: “127.128.123.128” } |
| user_deleted | {ip_address: “127.128.123.128” } |
hive> CREATE VIEW my_view(type, value)
AS
SELECT event_type, get_json_object(tbl.event_data, '$.ip_address')
from json_talbe tbl
WHERE event_type='some_type';
hive> select * from my_view;
| type | value |
|---|---|
| user_registered | 127.128.123.128 |
| user_deleted | 127.128.123.128 |
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