[MySQL] 5.7에서 JSON 을 JSON_TABLE() 함수 없이 테이블로 변환하기
MySQL 8.0.4 이후 버전에서는 JSON_TABLE() 함수를 FROM 절에서 사용할 수 있습니다.
JSON_TABLE() 문법
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | JSON_TABLE( expr, path COLUMNS (column_list) ) [AS] alias column_list: column[, column][, ...] column: name FOR ORDINALITY | name type PATH string path [on_error] [on_empty] | name type EXISTS PATH string path | NESTED [PATH] path COLUMNS (column_list) on_error: {NULL | ERROR | DEFAULT json_string} ON ERROR on_empty: {NULL | ERROR | DEFAULT json_string} ON EMPTY | cs |
말그대로 JSON 문자열을 테이블처럼 FROM 절에 두고 SELECT 할 수 있는 함수입니다.
다른 이유도 있겠지만 저는 아래와 같은 이유 때문에 이 함수가 매우 유용하다고 생각합니다.
1. Stored Procedure에서 JSON 을 multi-valued parameter 로 사용한 경우, 본문에서 쉽게 핸들링할 수 있다.
2. JSON 을 다른 테이블과 JOIN 할 수 있다.
하지만 이 유용한 함수가 MySQL 5.7에는 없다는 문제가 있는데요.
이제 소개해드리는 방법을 사용하면 JSON_TABLE() 처럼 JSON 문자열을 테이블로 변환할 수 있습니다.
사전 준비
1. 먼저 정수 1 ~ 10,000 까지의 Rows 를 가지는 `tally` 테이블을 생성합니다.
이런 테이블은 다른 곳에서도 쓰임새가 많기 때문에 하나 만들어 두시는 걸 권해 드립니다.
1 2 3 4 5 6 7 | CREATE TABLE tally ( n SMALLINT UNSIGNED NOT NULL PRIMARY KEY ) ENGINE = InnoDB; INSERT `tally` VALUES (1),(2),(3),(4),(5),(6),(7),(8),(9),(10),(11),(12),(13),(14),(15),(16),(17),(18),(19),(20),(21),(22),(23),(24),(25),(26),(27),(28),(29),(30),(31),(32),(33),(34),(35),(36),(37),(38),(39),(40),(41),(42),(43),(44),(45),(46),(47),(48),(49),(50),(51),(52),(53),(54),(55),(56),(57),(58),(59),(60),(61),(62),(63),(64),(65),(66),(67),(68),(69),(70),(71),(72),(73),(74),(75),(76),(77),(78),(79),(80),(81),(82),(83),(84),(85),(86),(87),(88),(89),(90),(91),(92),(93),(94),(95),(96),(97),(98),(99),(100),(101),(102),(103),(104),(105),(106),(107),(108),(109),(110),(111),(112),(113),(114),(115),(116),(117),(118),(119),(120),(121),(122),(123),(124),(125),(126),(127),(128),(129),(130),(131),(132),(133),(134),(135),(136),(137),(138),(139),(140),(141),(142),(143),(144),(145),(146),(147),(148),(149),(150),(151),(152),(153),(154),(155),(156),(157),(158),(159),(160),(161),(162),(163),(164),(165),(166),(167),(168),(169),(170),(171),(172),(173),(174),(175),(176),(177),(178),(179),(180),(181),(182),(183),(184),(185),(186),(187),(188),(189),(190),(191),(192),(193),(194),(195),(196),(197),(198),(199),(200),(201),(202),(203),(204),(205),(206),(207),(208),(209),(210),(211),(212),(213),(214),(215),(216),(217),(218),(219),(220),(221),(222),(223),(224),(225),(226),(227),(228),(229),(230),(231),(232),(233),(234),(235),(236),(237),(238),(239),(240),(241),(242),(243),(244),(245),(246),(247),(248),(249),(250),(251),(252),(253),(254),(255),(256),(257),(258),(259),(260),(261),(262),(263),(264),(265),(266),(267),(268),(269),(270),(271),(272),(273),(274),(275),(276),(277),(278),(279),(280),(281),(282),(283),(284),(285),(286),(287),(288),(289),(290),(291),(292),(293),(294),(295),(296),(297),(298),(299),(300),(301),(302),(303),(304),(305),(306),(307),(308),(309),(310),(311),(312),(313),(314),(315),(316),(317),(318),(319),(320),(321),(322),(323),(324),(325),(326),(327),(328),(329),(330),(331),(332),(333),(334),(335),(336),(337),(338),(339),(340),(341),(342),(343),(344),(345),(346),(347),(348),(349),(350),(351),(352),(353),(354),(355),(356),(357),(358),(359),(360),(361),(362),(363),(364),(365),(366),(367),(368),(369),(370),(371),(372),(373),(374),(375),(376),(377),(378),(379),(380),(381),(382),(383),(384),(385),(386),(387),(388),(389),(390),(391),(392),(393),(394),(395),(396),(397),(398),(399),(400),(401),(402),(403),(404),(405),(406),(407),(408),(409),(410),(411),(412),(413),(414),(415),(416),(417),(418),(419),(420),(421),(422),(423),(424),(425),(426),(427),(428),(429),(430),(431),(432),(433),(434),(435),(436),(437),(438),(439),(440),(441),(442),(443),(444),(445),(446),(447),(448),(449),(450),(451),(452),(453),(454),(455),(456),(457),(458),(459),(460),(461),(462),(463),(464),(465),(466),(467),(468),(469),(470),(471),(472),(473),(474),(475),(476),(477),(478),(479),(480),(481),(482),(483),(484),(485),(486),(487),(488),(489),(490),(491),(492),(493),(494),(495),(496),(497),(498),(499),(500),(501),(502),(503),(504),(505),(506),(507),(508),(509),(510),(511),(512),(513),(514),(515),(516),(517),(518),(519),(520),(521),(522),(523),(524),(525),(526),(527),(528),(529),(530),(531),(532),(533),(534),(535),(536),(537),(538),(539),(540),(541),(542),(543),(544),(545),(546),(547),(548),(549),(550),(551),(552),(553),(554),(555),(556),(557),(558),(559),(560),(561),(562),(563),(564),(565),(566),(567),(568),(569),(570),(571),(572),(573),(574),(575),(576),(577),(578),(579),(580),(581),(582),(583),(584),(585),(586),(587),(588),(589),(590),(591),(592),(593),(594),(595),(596),(597),(598),(599),(600),(601),(602),(603),(604),(605),(606),(607),(608),(609),(610),(611),(612),(613),(614),(615),(616),(617),(618),(619),(620),(621),(622),(623),(624),(625),(626),(627),(628),(629),(630),(631),(632),(633),(634),(635),(636),(637),(638),(639),(640),(641),(642),(643),(644),(645),(646),(647),(648),(649),(650),(651),(652),(653),(654),(655),(656),(657),(658),(659),(660),(661),(662),(663),(664),(665),(666),(667),(668),(669),(670),(671),(672),(673),(674),(675),(676),(677),(678),(679),(680),(681),(682),(683),(684),(685),(686),(687),(688),(689),(690),(691),(692),(693),(694),(695),(696),(697),(698),(699),(700),(701),(702),(703),(704),(705),(706),(707),(708),(709),(710),(711),(712),(713),(714),(715),(716),(717),(718),(719),(720),(721),(722),(723),(724),(725),(726),(727),(728),(729),(730),(731),(732),(733),(734),(735),(736),(737),(738),(739),(740),(741),(742),(743),(744),(745),(746),(747),(748),(749),(750),(751),(752),(753),(754),(755),(756),(757),(758),(759),(760),(761),(762),(763),(764),(765),(766),(767),(768),(769),(770),(771),(772),(773),(774),(775),(776),(777),(778),(779),(780),(781),(782),(783),(784),(785),(786),(787),(788),(789),(790),(791),(792),(793),(794),(795),(796),(797),(798),(799),(800),(801),(802),(803),(804),(805),(806),(807),(808),(809),(810),(811),(812),(813),(814),(815),(816),(817),(818),(819),(820),(821),(822),(823),(824),(825),(826),(827),(828),(829),(830),(831),(832),(833),(834),(835),(836),(837),(838),(839),(840),(841),(842),(843),(844),(845),(846),(847),(848),(849),(850),(851),(8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| cs |
2. JSON_EXTRACT() 의 용법 이해하기
JSON_EXTRACT(json_doc, path[, path] ...)
Returns data from a JSON document, selected from the parts of the document matched by the path arguments.
Returns NULL if any argument is NULL or no paths locate a value in the document. An error occurs if the json_doc argument is not a valid JSON document or any path argument is not a valid path expression.
아래 사용 예에서 path를 어떤 식으로 작성하는 지 살펴보시기 바랍니다.
예제 A
1 2 3 4 | SET @jsn_string = '[100,101]'; SELECT JSON_EXTRACT(@jsn_string, '$[0]') AS id; SELECT JSON_EXTRACT(@jsn_string, '$[1]') AS id; | cs |
예제 B
1 2 3 4 | SET @jsn_string = '[{"id":100},{"id":101}]'; SELECT JSON_EXTRACT(@jsn_string, '$[0].id') AS id; SELECT JSON_EXTRACT(@jsn_string, '$[1].id') AS id; | cs |
이렇게 JSON_EXTRACT() 함수로 값을 추출할 수 있습니다.
테이블로 변환하기 - 기초
JSON_EXTRACT() 함수의 두 번째 인자 path는 문자열입니다.
이 문자열을 동적으로 입력할 수 있다면, 테이블 형태로 결과를 추출할 수 있습니다.
1. "예제 A"의 JSON 을 테이블로 변환하기
[100,101]
1 2 3 4 5 | SET @jsn_string = '[100,101]'; SELECT JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, ']')) AS id FROM tally WHERE n <= JSON_LENGTH(@jsn_string); | cs |
(결과)
2. "예제 B"의 JSON 을 테이블로 변환하기
[{"id":100},{"id":101}]
1 2 3 4 5 | SET @jsn_string = '[{"id":100},{"id":101}]'; SELECT JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, '].id')) AS id FROM tally WHERE n <= JSON_LENGTH(@jsn_string); | cs |
(결과)
테이블로 변환하기 - 실전
예제 C
[
{
"id": 100,
"name": "apple"
},
{
"id": 101,
"name": "banana"
}
]
1. 테이블로 변환하기
1 2 3 4 5 6 | SET @jsn_string = '[{"id":100,"name":"apple"},{"id":101,"name":"banana"}]'; SELECT JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, '].id')) AS id , JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, '].name')) AS name FROM tally WHERE n <= JSON_LENGTH(@jsn_string); | cs |
(결과)
여기서 발견되는 문제 하나!!
JSON_EXTRACT() 함수로 추출한 값은 원본 JSON에서 값을 감싸고 있는 따옴표를 그대로 반환합니다.
또 한가지, 반환한 값의 유형도 여전히 JSON입니다.
따라서, 반환 값에서 따옴표를 제거하고 원하는 데이터 유형으로 Convert 할 필요가 있습니다.
2. 따옴표를 제거하고, 특정 데이터 유형으로 Convert 하기
1 2 3 4 5 6 | SET @jsn_string = '[{"id":100,"name":"apple"},{"id":101,"name":"banana"}]'; SELECT CONVERT(JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, '].id')), UNSIGNED) AS id , CONVERT(JSON_UNQUOTE(JSON_EXTRACT(@jsn_string, CONCAT('$[', n - 1, '].name'))) USING utf8mb4) AS name FROM tally WHERE n <= JSON_LENGTH(@jsn_string); | cs |
(결과)