[MySQL] 가장 가까운 시설물 조회 - 두 좌표 (위도, 경도) 사이 거리 계산

보통 위도와 경도로 표현된 두 좌표 간의 거리를 계산할 때 Haversine 수식을 사용합니다.

하지만, 이 글에서는 MySQL 5.7.6 이상에서 사용할 수 있는 Spatial 함수로 문제를 풀어봅니다.

예제로 사용할 테이블은 아래와 같습니다.

CREATE TABLE library_in_seoul (
      seq int UNSIGNED AUTO_INCREMENT NOT NULL PRIMARY KEY COMMENT '고유번호'
    , fclty_nm varchar(50) NOT NULL COMMENT '시설명'
    , gu_nm varchar(10) NOT NULL COMMENT '구명'
    , neadres_nm varchar(100) NOT NULL COMMENT '새주소명'
    , fclty_loc point NOT NULL COMMENT '좌표'
) ENGINE=InnoDB
COMMENT '서울 도서관';
 
CREATE SPATIAL INDEX `six-library_in_seoul-fclty_loc` ON library_in_seoul (fclty_loc);

다음에 주목하세요!!!

- 위도와 경도를 별도의 DECIMAL (또는 FLOAT) 컬럼에 저장하지 않고, POINT 유형의 컬럼을 사용하여 저장

  ㄴ 좌표는 POINT(경도, 위도) 의 형식으로 저장해야 합니다.

- 도서관의 좌표를 저장하는 fclty_loc 컬럼에 Spatial Index를 생성

  ㄴ R-Tree 인덱스이며, MBR (Minimum Bounding Rectangle) 을 사용한 검색에서 성능 최적화 가능

ST_DISTANCE_SPHERE() 를 사용하여 두 좌표 사이의 거리 구하기

SET @lon = 126.955869;
SET @lat = 37.546037;
 
SELECT *, ST_DISTANCE_SPHERE(POINT(@lon, @lat), fclty_loc) AS dist
FROM library_in_seoul
ORDER BY dist;

(결과)

ST_DISTANCE_SPHERE(g1, g2, [, radius])

- 구체 위에서 두 점 사이의 최단 거리를 meter 단위로 반환합니다.

- g1과 g2는 point 유형입니다.

- radius, 즉 구체의 반지름은 생략할 수 있으며, 생략했을 때 기본값은 지구의 반지름인 6,370,986 입니다.

Spatial Index로 성능 최적화 하기

성능 최적화가 필요한 예로 "내 위치로부터 가장 가까운 시설물" 과 같은 것을 들 수 있습니다.

시설물의 좌표는 저장되어 있지만, 내 위치는 가변적이기 때문에 매번 거리를 계산해야 합니다.

하지만, 시설물의 개수가 많다면 그 모두를 매번 계산하는 것은 바람직하지 않습니다.

이런 경우 Spatial Index를 사용하면, 모든 좌표와의 거리를 계산하는 것이 아니라 내 위치에서 일정 범위 안에 있는 좌표들을 미리 필터링할 수 있기 때문에 성능이 개선됩니다.

SET @lon = 126.955869;
SET @lat = 37.546037;
 
SET @MBR_length = 5000;
 
SET @lon_diff = @MBR_length / 2 / ST_DISTANCE_SPHERE(POINT(@lon, @lat), POINT(@lon + IF(@lon < 0, 1, -1), @lat));
SET @lat_diff = @MBR_length / 2 / ST_DISTANCE_SPHERE(POINT(@lon, @lat), POINT(@lon, @lat + IF(@lat < 0, 1, -1)));
 
SET @diagonal = CONCAT('LINESTRING(', @lon -  IF(@lon < 0, 1, -1) * @lon_diff, ' ', @lat -  IF(@lon < 0, 1, -1) * @lat_diff, ',', @lon +  IF(@lon < 0, 1, -1) * @lon_diff, ' ', @lat +  IF(@lon < 0, 1, -1) * @lat_diff, ')');
 
SELECT *, ST_DISTANCE_SPHERE(POINT(@lon, @lat), fclty_loc) AS dist
FROM library_in_seoul FORCE INDEX FOR JOIN (`six-library_in_seoul-fclty_loc`)
WHERE MBRCONTAINS(ST_LINESTRINGFROMTEXT(@diagonal), fclty_loc);

(결과)

배경 지식

- 위도 1도와 경도 1도를 거리로 환산하면 그 값은 현재 위치의 위도에 따라 다릅니다.

   ㄴ 위도 37도 정도인 서울에서, 위도 1도는 약 111km이고 경도 1도는 약 88km입니다.

필터링에 사용할 MBR (Minimum Bounding Rectangle) 만들기

- 1행, 2행 : 내 위치의 경도와 위도

- 4행 : MBR 한 변의 길이 = 5,000m

    ㄴ 내 위치가 정 가운데이고, 한 변의 길이가 5km인 정 사각형을 만들겠다는 뜻

- 6행 : 내 위치에서 동쪽 또는 서쪽으로 2.5km (MBR 한 변의 길이의 절반) 떨어지기 위해 필요한 경도의 차이값

- 7행 : 내 위치에서 남쪽 또는 북쪽으로 2.5km 떨어지기 위해 필요한 위도의 차이값

- 9행 : MBR의 대각선 = LINESTRING(좌표1, 좌표2)

MBRCONTAINS(g1, g2)

- g1의 MBR이 g2의 MBR을 포함하는 지 여부를 1과 0으로 리턴합니다.

- 13행에서 g1은 위 그림의 파란색 대각선이이므로 g1의 MBR은 그림에서 한 변의 길이가 5km인 검은색 사각형이 됩니다.

- g2는 테이블에 있는 각 도서관의 좌표입니다.

결과

- 그림의 검은색 사각형 영역 안에 있는 도서관을 검색하며, 이때 Spatial Index를 사용하므로 빠른 응답을 받을 수 있습니다.

- 검색 결과에 나온 도서관에 대해서만 거리를 계산 후, 정렬하여 LIMIT 1을 적용하면 가장 가까운 도서관을 찾을 수 있습니다.

    ㄴ 1차 필터링된 결과에 대해 거리를 계산하여 정렬함으로써, 전체를 계산하는 것에 비해 성능이 개선

인덱스를 적절히 사용하고 있는 지 확인하기 위해 Explain 을 사용해 봅니다.

EXPLAIN EXTENDED
SELECT *, ST_DISTANCE_SPHERE(POINT(@lon, @lat), fclty_loc) AS dist
FROM library_in_seoul FORCE INDEX FOR JOIN (`six-library_in_seoul-fclty_loc`)
WHERE MBRCONTAINS(ST_LINESTRINGFROMTEXT(@diagonal), fclty_loc);

(결과)

부록 : 테스트 환경 만들기

- 준비 1 단계

서울 열린 데이터 광장 홈페이지에서 "서울시 도서관 위치 정보"를 JSON 포맷으로 다운로드 받는다.

http://data.seoul.go.kr/

서울시 도서관 위치정보 (좌표계_ WGS1984).json

- 준비 2 단계

JSON 파일의 내용을 적재할 테이블을 생성한다.

CREATE DATABASE spatial_test DEFAULT CHARACTER SET utf8mb4 DEFAULT COLLATE utf8mb4_general_ci;
 
USE spatial_test;
 
CREATE TABLE `tally` (
  `n` SMALLINT UNSIGNED NOT NULL COMMENT '1 ~ 10,000 정수',
  PRIMARY KEY (`n`))
ENGINE = InnoDB
COMMENT = 'mutex 용도의 테이블';
 
INSERT `tally` VALUES 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
CREATE TABLE library_in_seoul (
      seq int UNSIGNED AUTO_INCREMENT NOT NULL PRIMARY KEY COMMENT '고유번호'
    , fclty_nm varchar(50) NOT NULL COMMENT '시설명'
    , gu_nm varchar(10) NOT NULL COMMENT '구명'
    , neadres_nm varchar(100) NOT NULL COMMENT '새주소명'
    , fclty_loc point NOT NULL COMMENT '좌표'
) ENGINE=InnoDB
COMMENT '서울 도서관';
 
CREATE SPATIAL INDEX `six-library_in_seoul-fclty_loc` ON library_in_seoul (fclty_loc);

- 준비 3 단계

library_in_seoul 테이블에 적재한다.

SET @src = '{
"DESCRIPTION" : {"AR":"면적","HNR_NAM":"법정동명","OPNNG_DE":"개관일","MTC_AT":"산지여부","LNG":"경도","GU_NM":"구명","EBT_MAN":"설립주체","NEADRES_NM":"새주소명","FCLTY_NM":"시설명","ORN_ORG":"운영기관","HMPG_CN":"홈페이지주소","LAT":"위도","SLAVENO":"부지번","CREAT_DE":"생성일","CTTPC_CN":"연락처","MASTERNO":"주지번","FLY_GBN":"시설구분","OBJECTID":"고유번호"},
"DATA" : [
{"cttpc_cn":"830-5807","hnr_nam":"구로3동","fclty_nm":"꿈마을 도서관","slaveno":"1","orn_org":"구로구 시설관리공단","fly_gbn":"구립도서관","lng":"126.8901147","ar":476.00000000,"creat_de":" ","neadres_nm":"구로구 디지털로 27다길 65 2층","mtc_at":"1","ebt_man":" ","gu_nm":"구로구","hmpg_cn":"lib.guro.go.kr/dreamtown/","masterno":"777","objectid":21,"opnng_de":"2007-04-05","lat":"37.4872202"},
{"cttpc_cn":" ","hnr_nam":"후암동","fclty_nm":"남산 도서관","slaveno":"84","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9813754","ar":0E-8,"creat_de":" ","neadres_nm":"용산구 후암동 30-84","mtc_at":"1","ebt_man":" ","gu_nm":"용산구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"30","objectid":22,"opnng_de":"1922-10-05","lat":"37.5526641"},
{"cttpc_cn":"02-2280-8520","hnr_nam":"신당동","fclty_nm":"남산타운 문화체육센터 어린이도서관","slaveno":" ","orn_org":"시설관리공단","fly_gbn":"구립도서관","lng":"127.0092967","ar":273.80000000,"creat_de":" ","neadres_nm":"중구 다산로 32","mtc_at":"1","ebt_man":" ","gu_nm":"중구","hmpg_cn":"www.e-junggulib.or.kr","masterno":"844","objectid":23,"opnng_de":"2010-04-01","lat":"37.5490198"},
{"cttpc_cn":"02-950-0029","hnr_nam":"상계10동","fclty_nm":"노원 정보도서관","slaveno":" ","orn_org":"노원 교육복지재단","fly_gbn":"구립도서관","lng":"127.0641766","ar":6526.00000000,"creat_de":" ","neadres_nm":"노원구 온곡길 21","mtc_at":"1","ebt_man":" ","gu_nm":"노원구","hmpg_cn":"www.nowonlib.kr","masterno":"686","objectid":24,"opnng_de":"2006-02-15","lat":"37.6609272"},
{"cttpc_cn":" ","hnr_nam":"중계3동","fclty_nm":"노원 평생학습관","slaveno":" ","orn_org":" ","fly_gbn":"교육청도서관","lng":"127.0671201","ar":0E-8,"creat_de":" ","neadres_nm":"노원구 중계3동 508","mtc_at":"1","ebt_man":" ","gu_nm":"노원구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"508","objectid":25,"opnng_de":"1990-05-08","lat":"37.6401198"},
{"cttpc_cn":" ","hnr_nam":"여의도동","fclty_nm":"국회 도서관","slaveno":" ","orn_org":" ","fly_gbn":"국립도서관","lng":"126.9154463","ar":28099.00000000,"creat_de":" ","neadres_nm":"영등포구 여의도동 1","mtc_at":"1","ebt_man":" ","gu_nm":"영등포구","hmpg_cn":"www.nanet.go.kr/","masterno":"1","objectid":26,"opnng_de":"1988-02-20","lat":"37.5310184"},
{"cttpc_cn":"02-3443-7650","hnr_nam":"논현동","fclty_nm":"논현 도서관","slaveno":"24","orn_org":"(사)작은도서관 만드는 사람들","fly_gbn":"구립도서관","lng":"127.0372538","ar":450.00000000,"creat_de":" ","neadres_nm":"강남구 학동로북32길 17 6층","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":"library.gangnam.go.kr","masterno":"114","objectid":27,"opnng_de":"1997-09-10","lat":"37.5172967"},
{"cttpc_cn":"02-515-1178","hnr_nam":"논현동","fclty_nm":"논현 정보도서관","slaveno":"13","orn_org":"(사)작은도서관 만드는 사람들","fly_gbn":"구립도서관","lng":"127.0293224","ar":707.00000000,"creat_de":" ","neadres_nm":"강남구 학동로 169-1","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":"library.gangnam.go.kr","masterno":"58","objectid":28,"opnng_de":"2003-07-09","lat":"37.5138831"},
{"cttpc_cn":"02-2670-4165","hnr_nam":"대림3동","fclty_nm":"대림 정보문화 도서관","slaveno":"2","orn_org":"영등포구 도시시설관리공단","fly_gbn":"구립도서관","lng":"126.8961134","ar":1945.86000000,"creat_de":" ","neadres_nm":"영등포구 도신로 27","mtc_at":"1","ebt_man":" ","gu_nm":"영등포구","hmpg_cn":"www.dllib.or.kr","masterno":"608","objectid":29,"opnng_de":"2008-01-22","lat":"37.5043064"},
{"cttpc_cn":"02-3492-0078","hnr_nam":"도봉1동","fclty_nm":"도봉1동 어린이도서관","slaveno":" ","orn_org":"(사)한국어린이 도서관 협회","fly_gbn":"구립도서관","lng":"127.0428925","ar":276.00000000,"creat_de":" ","neadres_nm":"도봉구 도봉1동 577 (도봉산길 175)","mtc_at":"1","ebt_man":" ","gu_nm":"도봉구","hmpg_cn":"개설중","masterno":"577","objectid":30,"opnng_de":"2011-03-18","lat":"37.6830061"},
{"cttpc_cn":"02-900-1835","hnr_nam":"창동","fclty_nm":"도봉 문화정보센터","slaveno":" ","orn_org":"도봉문화원","fly_gbn":"구립도서관","lng":"127.0439924","ar":3111.00000000,"creat_de":" ","neadres_nm":"도봉구 덕릉로 315","mtc_at":"1","ebt_man":" ","gu_nm":"도봉구","hmpg_cn":"http:dobonglib.seoul.kr","masterno":"418","objectid":31,"opnng_de":"2001-10-09","lat":"37.6446234"},
{"cttpc_cn":"02-995-4171","hnr_nam":"창동","fclty_nm":"도봉 어린이문화정보센터","slaveno":"1","orn_org":"도봉문화원","fly_gbn":"구립도서관","lng":"127.0495252","ar":1446.00000000,"creat_de":" ","neadres_nm":"도봉구 자운길 51","mtc_at":"1","ebt_man":" ","gu_nm":"도봉구","hmpg_cn":"http:www.kidlib.dobong.kr","masterno":"808","objectid":32,"opnng_de":"2008-04-17","lat":"37.6590604"},
{"cttpc_cn":" ","hnr_nam":"청량리동","fclty_nm":"동대문구 정보화도서관","slaveno":"19","orn_org":"동대문구 시설관리공단","fly_gbn":"구립도서관","lng":"127.0470717","ar":3094.00000000,"creat_de":" ","neadres_nm":"동대문구 회기로10길 60","mtc_at":"1","ebt_man":" ","gu_nm":"동대문구","hmpg_cn":"www.l4d.or.kr","masterno":"206","objectid":33,"opnng_de":"2006-06-29","lat":"37.5897125"},
{"cttpc_cn":" ","hnr_nam":"신설동","fclty_nm":"동대문 도서관","slaveno":"4","orn_org":" ","fly_gbn":"교육청도서관","lng":"127.0244416","ar":0E-8,"creat_de":" ","neadres_nm":"동대문구 신설동 109-4","mtc_at":"1","ebt_man":" ","gu_nm":"동대문구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"109","objectid":34,"opnng_de":"1971-03-31","lat":"37.5734481"},
{"cttpc_cn":" ","hnr_nam":"노량진2동","fclty_nm":"동작 도서관","slaveno":"150","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9401862","ar":0E-8,"creat_de":" ","neadres_nm":"동작구 노량진2동 310-150","mtc_at":"1","ebt_man":" ","gu_nm":"동작구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"310","objectid":35,"opnng_de":"1991-05-06","lat":"37.505941"},
{"cttpc_cn":"02-813-6750","hnr_nam":"상도1동","fclty_nm":"동작 상도국주도서관","slaveno":" ","orn_org":"동작구 도시시설관리공단","fly_gbn":"구립도서관","lng":"126.9510154","ar":525.00000000,"creat_de":" ","neadres_nm":"동작구 매봉로 37","mtc_at":"1","ebt_man":" ","gu_nm":"동작구","hmpg_cn":"lib.dongjak.go.kr/","masterno":"514","objectid":36,"opnng_de":"2009-10-29","lat":"37.5068307"},
{"cttpc_cn":" ","hnr_nam":"노량진2동","fclty_nm":"동작 어린이도서관","slaveno":"161","orn_org":"(사)뉴서울 자원봉사 은행","fly_gbn":"구립도서관","lng":"126.9435076","ar":444.00000000,"creat_de":" ","neadres_nm":"동작구 장승배기로 16길 98","mtc_at":"1","ebt_man":" ","gu_nm":"동작구","hmpg_cn":"lib.dongjak.go.kr","masterno":"225","objectid":37,"opnng_de":"2008-02-12","lat":"37.509247"},
{"cttpc_cn":" ","hnr_nam":"서교동","fclty_nm":"마포 평생학습관","slaveno":"1","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9242601","ar":0E-8,"creat_de":" ","neadres_nm":"마포구 서교동341-1","mtc_at":"1","ebt_man":" ","gu_nm":"마포구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"341","objectid":38,"opnng_de":"1995-06-22","lat":"37.5542748"},
{"cttpc_cn":" ","hnr_nam":"아현동","fclty_nm":"마포 평생학습 아현 분관","slaveno":"1","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9572509","ar":0E-8,"creat_de":" ","neadres_nm":"마포구 아현동 602-1","mtc_at":"1","ebt_man":" ","gu_nm":"마포구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"602","objectid":39,"opnng_de":"1980-08-20","lat":"37.5538813"},
{"cttpc_cn":" ","hnr_nam":"명일동","fclty_nm":"명성교회 도서관","slaveno":"2","orn_org":"명성교회","fly_gbn":"사립도서관","lng":"127.1462857","ar":321.00000000,"creat_de":" ","neadres_nm":"강동구 명일동 341-2,3","mtc_at":"1","ebt_man":" ","gu_nm":"강동구","hmpg_cn":"www.mslib.or.kr/","masterno":"341","objectid":40,"opnng_de":"2005-10-19","lat":"37.5469102"},
{"cttpc_cn":"2652-8910","hnr_nam":"목동","fclty_nm":"목마 작은도서관","slaveno":"3","orn_org":"양천구 (목5동 주민센터)","fly_gbn":"구립도서관","lng":"126.8845477","ar":461.00000000,"creat_de":" ","neadres_nm":"양천구 목동동로 407-2","mtc_at":"1","ebt_man":" ","gu_nm":"양천구","hmpg_cn":"lib.yangcheon.go.kr/","masterno":"909","objectid":41,"opnng_de":"2009-07-20","lat":"37.5380496"},
{"cttpc_cn":"383-7557~8","hnr_nam":"진관동","fclty_nm":"상림마을 작은도서관","slaveno":"19","orn_org":"사회복지법인 인덕원","fly_gbn":"구립도서관","lng":"126.9288643","ar":311.00000000,"creat_de":" ","neadres_nm":"은평구 진관동 은평뉴타운 상림마을 15-19","mtc_at":"1","ebt_man":" ","gu_nm":"은평구","hmpg_cn":"www.eplib.or.kr/action/small_lib/intro.php","masterno":"15","objectid":42,"opnng_de":"2009-09-23","lat":"37.6441855"},
{"cttpc_cn":"02)6925-0300","hnr_nam":"정릉동","fclty_nm":"서경로 꿈마루 도서관","slaveno":"176","orn_org":"느티나무 도서관재단","fly_gbn":"구립도서관","lng":"127.013878","ar":125.98000000,"creat_de":" ","neadres_nm":"성북구 서경로 94-1","mtc_at":"1","ebt_man":" ","gu_nm":"성북구","hmpg_cn":"dreammaru.sblib.seoul.go.kr","masterno":"227","objectid":43,"opnng_de":"2011-07-29","lat":"37.6114642"},
{"cttpc_cn":"02)360-8615","hnr_nam":"현저동","fclty_nm":"서대문구립 이진아 기념도서관","slaveno":" ","orn_org":"서대문구 도시관리공단","fly_gbn":"구립도서관","lng":"126.9561863","ar":2756.00000000,"creat_de":" ","neadres_nm":"서대문구 현저동 성산로 695-80","mtc_at":"1","ebt_man":" ","gu_nm":"서대문구","hmpg_cn":"www.sdmljalib.or.kr","masterno":"101","objectid":44,"opnng_de":"2005-09-15","lat":"37.5742189"},
{"cttpc_cn":"02)360-8674","hnr_nam":"남가좌동","fclty_nm":"서대문 남가좌 새롬 어린이도서관","slaveno":"34","orn_org":"서대문구 도시관리공단","fly_gbn":"구립도서관","lng":"126.9240523","ar":674.00000000,"creat_de":" ","neadres_nm":"서대문구 증가로10길 16-15","mtc_at":"1","ebt_man":" ","gu_nm":"서대문구","hmpg_cn":"www.sdmljalib.or.kr","masterno":"342","objectid":45,"opnng_de":"2010-05-07","lat":"37.5783461"},
{"cttpc_cn":" ","hnr_nam":"연희3동","fclty_nm":"서대문 도서관","slaveno":"116","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9409449","ar":0E-8,"creat_de":" ","neadres_nm":"서대문구 연희3동 1-116","mtc_at":"1","ebt_man":" ","gu_nm":"서대문구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"1","objectid":46,"opnng_de":"1986-12-18","lat":"37.5833349"},
{"cttpc_cn":"02)2204-6421","hnr_nam":"행당동","fclty_nm":"성동구립 도서관","slaveno":"4","orn_org":"성동구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0349464","ar":5692.00000000,"creat_de":" ","neadres_nm":"성동구 행당동 142-4","mtc_at":"1","ebt_man":" ","gu_nm":"성동구","hmpg_cn":"www.sdlib.or.kr","masterno":"142","objectid":47,"opnng_de":"1999-04-23","lat":"37.5592205"},
{"cttpc_cn":"02)2204-6471","hnr_nam":"용답동","fclty_nm":"성동구립 용답 도서관","slaveno":"1","orn_org":"성동구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0514013","ar":1483.00000000,"creat_de":" ","neadres_nm":"성동구 용답동 95-1","mtc_at":"1","ebt_man":" ","gu_nm":"성동구","hmpg_cn":"https://www.sdlib.or.kr/YD","masterno":"95","objectid":48,"opnng_de":"2007-01-24","lat":"37.566794"},
{"cttpc_cn":"070-8644-8043","hnr_nam":"상월곡동","fclty_nm":"성북 정보도서관","slaveno":"348","orn_org":"성동구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0507685","ar":6667.00000000,"creat_de":" ","neadres_nm":"상월곡동 화랑로 18자길 13","mtc_at":"1","ebt_man":" ","gu_nm":"성북구","hmpg_cn":"www.sblib.go.kr","masterno":"24","objectid":49,"opnng_de":"2002-03-19","lat":"37.6050106"},
{"cttpc_cn":"02-877-7182","hnr_nam":"봉천동","fclty_nm":"성현동 작은도서관","slaveno":"1","orn_org":"관악문화원","fly_gbn":"구립도서관","lng":"126.9561938","ar":329.00000000,"creat_de":" ","neadres_nm":"관악구 관악로37길 56","mtc_at":"1","ebt_man":" ","gu_nm":"관악구","hmpg_cn":"www.gwanakcullib.seoul.kr","masterno":"1703","objectid":50,"opnng_de":"2006-02-28","lat":"37.4879038"},
{"cttpc_cn":"02-424-0780","hnr_nam":"잠실3동","fclty_nm":"소나무언덕 2호 작은도서관","slaveno":"4","orn_org":"한국 지역사회교육 협의회","fly_gbn":"구립도서관","lng":"127.0942417","ar":330.00000000,"creat_de":" ","neadres_nm":"송파구 석촌호수길 155","mtc_at":"1","ebt_man":" ","gu_nm":"송파구","hmpg_cn":"www.spclib.or.kr","masterno":"44","objectid":51,"opnng_de":"2009-02-26","lat":"37.5072611"},
{"cttpc_cn":"443-0130","hnr_nam":"마천동","fclty_nm":"소나무언덕 3호 작은도서관","slaveno":"5","orn_org":"청소년 교통문화재단","fly_gbn":"구립도서관","lng":"127.1566588","ar":343.00000000,"creat_de":" ","neadres_nm":"송파구 성내천로319","mtc_at":"1","ebt_man":" ","gu_nm":"송파구","hmpg_cn":"www.splib.or.kr","masterno":"325","objectid":52,"opnng_de":"2009-12-21","lat":"37.4923438"},
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{"cttpc_cn":"418-0303","hnr_nam":"잠실동","fclty_nm":"송파 어린이도서관","slaveno":"6","orn_org":"한국 지역사회교육 협의회","fly_gbn":"구립도서관","lng":"127.0824397","ar":1273.00000000,"creat_de":" ","neadres_nm":"송파구 올림픽로 105","mtc_at":"1","ebt_man":" ","gu_nm":"송파구","hmpg_cn":"www.spclib.or.kr","masterno":"19","objectid":107,"opnng_de":"2009-04-30","lat":"37.5121155"},
{"cttpc_cn":"02)3291-4990~2","hnr_nam":"돈암동","fclty_nm":"아리랑 정보도서관","slaveno":"98","orn_org":"성북구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0139189","ar":2018.00000000,"creat_de":" ","neadres_nm":"성북구 돈암동 영화의거리 5-1","mtc_at":"1","ebt_man":" ","gu_nm":"성북구","hmpg_cn":"lib.arirang.go.kr","masterno":"538","objectid":108,"opnng_de":"2004-05-04","lat":"37.5999225"},
{"cttpc_cn":"02-471-0044","hnr_nam":"성내동","fclty_nm":"강동구립 성내 도서관","slaveno":" ","orn_org":"강동구 도시관리공단","fly_gbn":"구립도서관","lng":"127.1333734","ar":1035.00000000,"creat_de":" ","neadres_nm":"강동구 성안로 106-1","mtc_at":"1","ebt_man":" ","gu_nm":"강동구","hmpg_cn":"www.gdlibrary.or.kr/snlib","masterno":"385","objectid":97,"opnng_de":"2007-04-10","lat":"37.5328634"},
{"cttpc_cn":"02-308-2320","hnr_nam":"응암동","fclty_nm":"응암 정보도서관","slaveno":"3","orn_org":"청암교회","fly_gbn":"구립도서관","lng":"126.9196622","ar":999.00000000,"creat_de":" ","neadres_nm":"은평구 가좌로7길 15","mtc_at":"1","ebt_man":" ","gu_nm":"은평구","hmpg_cn":"www.ealib.or.kr","masterno":"730","objectid":109,"opnng_de":"2009-07-14","lat":"37.5860076"},
{"cttpc_cn":" ","hnr_nam":"개포동","fclty_nm":"하상 점자도서관","slaveno":"5","orn_org":"사복)하상복지회","fly_gbn":"장애인도서관","lng":"127.0750581","ar":0E-8,"creat_de":" ","neadres_nm":"강남구 개포동 12-5","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":" ","masterno":"12","objectid":110,"opnng_de":"1982-09-25","lat":"37.4925052"},
{"cttpc_cn":"02)6925-7002","hnr_nam":"돈암동","fclty_nm":"해오름 어린이도서관","slaveno":"1","orn_org":"성북구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0103373","ar":340.00000000,"creat_de":" ","neadres_nm":"성북구 성북로4길 52","mtc_at":"1","ebt_man":" ","gu_nm":"성북구","hmpg_cn":"lib.arirang.go.kr/haeorm/intro.asp","masterno":"609","objectid":111,"opnng_de":"2009-07-01","lat":"37.5948102"},
{"cttpc_cn":"02-478-9656","hnr_nam":"천호동","fclty_nm":"강동구립 해공 도서관","slaveno":" ","orn_org":"강동구 도시관리공단","fly_gbn":"구립도서관","lng":"127.126428","ar":1932.00000000,"creat_de":" ","neadres_nm":"강동구 올림픽로 702","mtc_at":"1","ebt_man":" ","gu_nm":"강동구","hmpg_cn":"www.gdlibrary.or.kr/hglib","masterno":"360","objectid":112,"opnng_de":"2008-06-26","lat":"37.5443792"},
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{"cttpc_cn":"02-2670-4165","hnr_nam":"문래동3가","fclty_nm":"문래 정보문화도서관","slaveno":"1","orn_org":"영등포구 도시시설관리공단","fly_gbn":"구립도서관","lng":"126.8919345","ar":1796.00000000,"creat_de":" ","neadres_nm":"영등포구 문래로20길 49","mtc_at":"1","ebt_man":" ","gu_nm":"영등포구","hmpg_cn":"www.mllib.or.kr","masterno":"98","objectid":114,"opnng_de":"2008-11-14","lat":"37.5161859"},
{"cttpc_cn":" ","hnr_nam":"사직동","fclty_nm":"종로 도서관","slaveno":"28","orn_org":" ","fly_gbn":"교육청도서관","lng":"126.9672786","ar":0E-8,"creat_de":" ","neadres_nm":"종로구 사직동 1-28","mtc_at":"1","ebt_man":" ","gu_nm":"종로구","hmpg_cn":"lib.sen.go.kr/lib_index.jsp","masterno":"1","objectid":115,"opnng_de":"1920-11-17","lat":"37.5759389"},
{"cttpc_cn":"02)6925-6920","hnr_nam":"종암동","fclty_nm":"종암동 새날 어린이도서관","slaveno":"8","orn_org":"성북구 도시관리공단","fly_gbn":"구립도서관","lng":"127.0351141","ar":581.00000000,"creat_de":" ","neadres_nm":"성북구 종암로 98-8","mtc_at":"1","ebt_man":" ","gu_nm":"성북구","hmpg_cn":"sn.sblib.seoul.kr","masterno":"16","objectid":116,"opnng_de":"2011-02-28","lat":"37.5990022"},
{"cttpc_cn":"02-512-9326","hnr_nam":"청담동","fclty_nm":"정다운 도서관","slaveno":"10","orn_org":"(사)작은도서관만드는사람들","fly_gbn":"구립도서관","lng":"127.046398","ar":307.00000000,"creat_de":" ","neadres_nm":"강남구 학동로67길 11","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":"library.gangnam.go.kr","masterno":"35","objectid":117,"opnng_de":"2004-10-01","lat":"37.5190781"},
{"cttpc_cn":"3408-4900","hnr_nam":"중곡동","fclty_nm":"중곡 문화체육센터 도서관","slaveno":"8","orn_org":"광진구 시설관리공단","fly_gbn":"구립도서관","lng":"127.0847506","ar":1320.00000000,"creat_de":" ","neadres_nm":"광진구 능동로 16","mtc_at":"1","ebt_man":" ","gu_nm":"광진구","hmpg_cn":"gwangjinlib.seoul.kr","masterno":"168","objectid":118,"opnng_de":"2008-10-27","lat":"37.5678029"},
{"cttpc_cn":"02-2280-9240","hnr_nam":"신당동","fclty_nm":"중구 구립 신당 도서관","slaveno":"164","orn_org":"시설관리공단","fly_gbn":"구립도서관","lng":"127.0189687","ar":1557.40000000,"creat_de":" ","neadres_nm":"중구 다산로38길 66-35","mtc_at":"1","ebt_man":" ","gu_nm":"중구","hmpg_cn":"www.e-junggulib.or.kr","masterno":"52","objectid":119,"opnng_de":"2011-03-24","lat":"37.5617256"},
{"cttpc_cn":"02-565-7533","hnr_nam":"대치4동","fclty_nm":"즐거운 도서관","slaveno":"22","orn_org":"(사)작은도서관 만드는 사람들","fly_gbn":"구립도서관","lng":"127.0578717","ar":325.00000000,"creat_de":" ","neadres_nm":"강남구 도곡로 북49길 23","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":"library.gangnam.go.kr","masterno":"928","objectid":121,"opnng_de":"2004-09-01","lat":"37.4997499"},
{"cttpc_cn":"02-307-6030","hnr_nam":"증산동","fclty_nm":"증산 정보도서관","slaveno":"8","orn_org":"사회복지법인 인덕원","fly_gbn":"구립도서관","lng":"126.9076434","ar":2110.00000000,"creat_de":" ","neadres_nm":"은평구 증산로5길 6","mtc_at":"1","ebt_man":" ","gu_nm":"은평구","hmpg_cn":"www.jsplib.or.kr","masterno":"173","objectid":122,"opnng_de":"2008-10-09","lat":"37.5828043"},
{"cttpc_cn":"02-540-7042","hnr_nam":"청담동","fclty_nm":"청담 도서관","slaveno":"1","orn_org":"(사)작은도서관 만드는 사람들","fly_gbn":"구립도서관","lng":"127.0493385","ar":348.00000000,"creat_de":" ","neadres_nm":"강남구 압구정로동50길 26","mtc_at":"1","ebt_man":" ","gu_nm":"강남구","hmpg_cn":"library.gangnam.go.kr","masterno":"124","objectid":123,"opnng_de":"1999-10-11","lat":"37.5250944"}
]
}';
 
CREATE TEMPORARY TABLE t1
AS
SELECT JSON_EXTRACT(@src, CONCAT('$.DATA[', n - 1, ']')) AS DATA
FROM tally T
WHERE T.n <= JSON_LENGTH(JSON_EXTRACT(@src, '$.DATA'));
 
INSERT library_in_seoul (fclty_nm, gu_nm, neadres_nm, fclty_loc)
SELECT DATA ->> '$.fclty_nm'
    , DATA ->> '$.gu_nm'
    , DATA ->> '$.neadres_nm'
    , POINT(DATA ->> '$.lng', DATA ->> '$.lat')
FROM t1;
 
DROP TABLE t1;