UDF
outward
UDTF
Limitations explode (UDTF) function
- Not associated with other fields of the original table.
- Not with group by, cluster by, distribute by, sort by MS.
- UDTF can not be nested.
- Not allowed to select another expression.
Use and often combined with lateral view
-- hive中解析json数组
CREATE TABLE tmp_export.mobile_info AS
SELECT loan_account_id,
user_id,
name,
t3.mobilePhoneNo,
md5(t3.mobilePhoneNo) AS mobilePhoneNo_1
FROM
(SELECT t1.loan_account_id,
t1.user_id,
get_json_object(ss.col,'$.name') AS name,
get_json_object(ss.col,'$.mobilePhoneNo') AS mobilePhoneNo
FROM
(SELECT loan_account_id,
user_id,
split(regexp_replace(regexp_extract(get_json_object(allcontactinfo,'$.fullContactInfoList') -- 获取data数组,格式[{json},{json}]
,'^\\[(.+)\\]$',1) -- 删除字符串前后的[],格式{json},{json}
,'\\}\\,\\{', '\\}\\|\\|\\{') -- 将josn字符串中的分隔符代换成||,格式{json}||{json}
,'\\|\\|') AS str -- 按||分隔符切割成一个hive数组
FROM tmp_export.friend_mobile_info) t1 LATERAL VIEW explode(t1.str) ss AS col)t2 -- 将hive数组转成行
LATERAL VIEW explode(split(regexp_replace(regexp_replace(t2.mobilePhoneNo,'\\[|\\]',''),'\\"',''),',')) t3 AS mobilePhoneNo
WHERE length(t3.mobilePhoneNo) = 11;
SELECT json_tuple(json, 'website', 'name')
FROM
(SELECT explode(split(regexp_replace(regexp_replace('[{"website":"www.iteblog.com","name":"过往记忆"},{"website":"carbondateblog.com","name":"carbondata 中文文档"}]', '\\}\\,\\{','\\}\\;\\{'),'\\[|\\]',''),'\\;')) AS json) iteblog;