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Snowflake SQL API는 Snowflake 데이터에 있는 데이터에 액세스하고 업데이트하는 데 사용할 수 있는 \u003Ca href=\"https://en.wikipedia.org/wiki/Representational_state_transfer\"\u003EREST API\u003C/a\u003E입니다. 이 API를 사용하여 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/constructs.html\"\u003E표준 쿼리\u003C/a\u003E와 대부분의 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/sql-ddl-summary.html\"\u003EDDL\u003C/a\u003E 및 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/sql-dml.html\"\u003EDML\u003C/a\u003E 문을 실행할 수 있습니다.\u003C/p\u003E\n","\u003Cp\u003E이 시작하기 가이드는 API를 통해 SQL 문을 실행하고 결과를 검색하는 것을 안내합니다.\u003C/p\u003E\n","\u003Ch3\u003E사전 필요 조건 및 지식\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://www.youtube.com/watch?v=fEtoYweBNQ4\"\u003ESnowflake\u003C/a\u003E에 대한 이해\u003C/li\u003E\u003Cli\u003ESQL에 대한 이해\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003E학습할 내용\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E단순한 쿼리 수행\u003C/li\u003E\u003Cli\u003E배포(예: 사용자 및 역할 프로비저닝, 테이블 생성 등) 관리\u003C/li\u003E\u003Cli\u003EAPI 호출당 실행을 위해 하나의 SQL 문 제출\u003C/li\u003E\u003Cli\u003E문 실행 상태 확인\u003C/li\u003E\u003Cli\u003E문 실행 취소\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003E필요한 것\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E접근 가능한 웨어하우스, 데이터베이스, 스키마 및 역할을 포함한 Snowflake 계정\u003C/li\u003E\u003Cli\u003ESnowSQL 1.2.17 이상\u003C/li\u003E\u003Cli\u003E작동하는 \u003Ca href=\"https://docs.snowflake.com/ko/user-guide/key-pair-auth.html#configuring-key-pair-authentication\"\u003E키 쌍 인증\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003E구축할 것\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003ESnowflake SQL API를 사용하여 문 실행\u003C/li\u003E\u003C/ul\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003EAPI 소개\u003C/h2\u003E\n","\u003Cp\u003E다음 URL의 버전을 탐색하여 SQL API로 이동합니다. 여러분의 Snowflake 계정을 위한 계정 로케이터로 \u003Ccode\u003E*account_locator*\u003C/code\u003E를 대체합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003Ehttps://*account_locator*.snowflakecomputing.com/api/v2\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ENegative : 계정 로케이터에는 여러분의 지역 및 클라우드 공급자를 위한 추가 세그먼트가 포함되어 있을 수 있습니다. 자세한 사항은 \u003Ca href=\"https://docs.snowflake.com/ko/user-guide/intro-regions.html#label-region-ids\"\u003E계정 호스트 이름에 지역 정보 지정\u003C/a\u003E을 확인하십시오.\u003C/p\u003E\n","\u003Cp\u003E사용을 시작하기 전에 이제 API의 각 부분을 분석해 보겠습니다. API는 \u003Ccode\u003E/api/v2/statements/\u003C/code\u003E 리소스로 구성되어 있으며 다음 엔드포인트를 제공합니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ccode\u003E/api/v2/statements\u003C/code\u003E: 이 엔드포인트는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements\"\u003E실행을 위한 SQL 문을 제출\u003C/a\u003E하기 위해 사용합니다.\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003E/api/v2/statements/*statementHandle*\u003C/code\u003E: 이 엔드포인트는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#get-api-v2-statements-statementhandle\"\u003E문의 실행 상태를 확인\u003C/a\u003E하기 위해 사용합니다.\u003C/li\u003E\u003Cli\u003E\u003Ccode\u003E/api/v2/statements/*statementHandle*/cancel\u003C/code\u003E: 이 엔드포인트는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements-statementhandle-cancel\"\u003E문의 실행을 취소\u003C/a\u003E하기 위해 사용합니다.\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E다음 단계에서는 이러한 모든 엔드포인트를 사용하여 여러분이 API에 익숙해질 수 있도록 합니다.\u003C/p\u003E\n","\u003Cp\u003EPositive : REST API(예: Postman)를 위한 개발자 도구 및 라이브러리를 사용하여 요청을 전송하고 응답을 처리할 수 있습니다.\u003C/p\u003E\n","\u003Ch3\u003ESQL API의 한계\u003C/h3\u003E\n","\u003Cp\u003E현존하는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#limitations-of-the-sql-api\"\u003ESQL API의 한계\u003C/a\u003E를 인지하고 있는 것이 중요합니다.  특히나 \u003Ccode\u003EGET\u003C/code\u003E 및 \u003Ccode\u003EPUT\u003C/code\u003E은 지원되지 않습니다.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E요청 재제출을 위해 고유한 요청 ID 할당\u003C/h2\u003E\n","\u003Cp\u003E일부 경우 Snowflake가 API 요청에서 SQL 문을 실행했는지가 확실하지 않을 수 있습니다(예: 네트워크 오류 또는 시간제한으로 인해). Snowflake가 문을 실행하지 않았을 경우 Snowflake에 동일한 요청을 재제출하기로 결정할 수 있습니다.\u003C/p\u003E\n","\u003Cp\u003ESnowflake가 이미 초기 요청에서 문을 실행했는데 여러분이 요청을 재제출한다면 문은 두 번 실행됩니다. 일부 요청 유형의 경우 반복적으로 동일한 문을 실행하면 의도하지 않은 결과(예: 테이블에 중복 데이터 삽입)가 나타날 수 있습니다.\u003C/p\u003E\n","\u003Cp\u003E여러분이 요청을 재제출할 때 Snowflake가 동일한 문을 두 번 실행하는 것을 방지하기 위해 요청 ID를 사용하여 여러분의 요청을 다른 요청과 구별할 수 있습니다. 여러분이 초기 실행과 재제출 요청에 동일한 요청 ID를 지정했다고 가정하겠습니다. 이러한 경우 해당 문이 이미 성공적으로 실행되었다면 Snowflake는 문을 다시 실행하지 않습니다.\u003C/p\u003E\n","\u003Cp\u003E요청 ID를 지정하려면 \u003Ca href=\"https://en.wikipedia.org/wiki/Universally_unique_identifier\"\u003EUUID(Universally Unique Identifier)\u003C/a\u003E를 생성하고 이 식별자를 \u003Ccode\u003ErequestId\u003C/code\u003E 쿼리 매개 변수에 포함합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EPOST /api/v2/statements?requestId=<UUID> HTTP/1.1\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ESnowflake가 요청을 처리하는 데 실패하면 동일한 요청 ID로 동일한 요청을 다시 제출할 수 있습니다. 동일한 요청 ID를 사용하는 것은 서버에 여러분이 동일한 요청을 다시 제출하고 있음을 알립니다.\u003C/p\u003E\n","\u003Cp\u003E이제 요청에 포함해야 하는 추가 정보인 인증 매개 변수에 대해 알아보겠습니다.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E서버에 인증\u003C/h2\u003E\n","\u003Cp\u003E요청을 전송할 때 요청에는 인증 정보가 반드시 포함되어야 합니다. 인증을 제공하는 2가지 옵션은 OAuth 및 JWT 키 쌍 인증입니다. 둘 중 이전에 구현했던 것이나 가장 익숙한 것을 사용할 수 있습니다. 이 예에서는 \u003Ca href=\"https://jwt.io/\"\u003EJWT\u003C/a\u003E로 인증하는 것을 상세하게 설명합니다.\u003C/p\u003E\n","\u003Cp\u003E아직 준비하지 않았다면 Snowflake와 이미 작동하고 있는 \u003Ca href=\"https://docs.snowflake.com/ko/user-guide/key-pair-auth.html#configuring-key-pair-authentication\"\u003E키 쌍 인증\u003C/a\u003E을 준비하십시오.\u003C/p\u003E\n","\u003Cp\u003E다음 명령을 사용하여 Snowflake 키 쌍과 성공적으로 연결할 수 있는지 확인하기 위해 테스트할 수 있습니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E$ snowsql -a <account> -u <user> --private-key-path <path to private key>\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003ENegative : OAuth로 인증하고자 한다면 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#using-oauth\"\u003EOAuth\u003C/a\u003E로 인증하는 것에 대한 Snowflake 설명서를 방문하십시오.\u003C/p\u003E\n","\u003Cp\u003E키 쌍 인증을 사용하여 Snowflake와 연결할 수 있음을 확인한 후 JWT 토큰을 생성해야 합니다.  이 JWT 토큰은 여러분의 키로 서명된 시간제한 토큰입니다. 또한 Snowflake는 여러분이 SQL API를 위해 이 토큰을 인증에 사용할 수 있도록 인가했음을 알게 됩니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E$ snowsql -a <account> -u <user> --private-key-path <path to private key> --generate-jwt\n<returns JWT token>\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E생성된 JWT 토큰이 SQL API 사용에 사용되어야 합니다. 다음 헤더는 여러분의 애플리케이션 코드 내에서 전송하는 각 API 요청에 설정되어야 합니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Ccode\u003E*jwt_token*\u003C/code\u003E이 SnowSQL에서 생성된 JWT 토큰인 경우 \u003Ccode\u003EAuthorization: Bearer *jwt_token*\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Ccode\u003EX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E전체적으로 여러분의 요청 쿼리와 헤더는 다음과 같은 형식입니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EPOST /api/v2/statements?requestId=<UUID> HTTP/1.1\nAuthorization: Bearer <jwt_token>\nContent-Type: application/json\nAccept: application/json\nUser-Agent: myApplication/1.0\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E인증과 고유한 요청 ID에 대해 알아보았으니 이제 실질적으로 SQL 문 실행을 위해 요청을 하는 방법을 알아보겠습니다.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003ESQL 문 실행을 위해 요청 제출\u003C/h2\u003E\n","\u003Cp\u003E실행을 위해 SQL 문을 제출하려면 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements\"\u003EPOST 요청을 /api/v2/statements/ endpoint\u003C/a\u003E로 전송합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EPOST /api/v2/statements?requestId=<UUID> HTTP/1.1\nAuthorization: Bearer <jwt_token>\nContent-Type: application/json\nAccept: application/json\nUser-Agent: myApplication/1.0\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\n\n(request body)\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E요청 URL에서 쿼리 매개 변수를 다음과 같이 설정할 수 있습니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E비동기로 문 실행: \u003Ccode\u003Easync=true\u003C/code\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#body-of-the-post-request-to-api-v2-statements\"\u003E요청 본문\u003C/a\u003E을 위해 다음 필드를 설정합니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003E실행하고 싶은 SQL 문에 \u003Ccode\u003Estatement\u003C/code\u003E 필드를 설정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E웨어하우스, 데이터베이스, 스키마 및 역할을 사용에 지정하기 위해 \u003Ccode\u003Ewarehouse\u003C/code\u003E, \u003Ccode\u003Edatabase\u003C/code\u003E, \u003Ccode\u003Eschema\u003C/code\u003E 및 \u003Ccode\u003Erole\u003C/code\u003E 필드를 설정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003ENegative : 참고: 이러한 필드에 있는 값은 대/소문자를 구분합니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E문 실행에 시간제한을 설정하려면 \u003Ccode\u003Etimeout\u003C/code\u003E 필드를 최대 대기 시간(초)으로 설정합니다. \u003Ccode\u003Etimeout\u003C/code\u003E 필드가 설정되어 있지 않다면 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/parameters.html#label-statement-timeout-in-seconds\"\u003ESTATEMENT_TIMEOUT_IN_SECONDS\u003C/a\u003E 매개 변수에 의해 지정된 시간제한이 사용됩니다.\u003C/li\u003E\u003C/ul\u003E\n\u003Cpre\u003E\u003Ccode\u003EPOST /api/v2/statements HTTP/1.1\nAuthorization: Bearer <jwt_token>\nContent-Type: application/json\nAccept: application/json\nUser-Agent: myApplication/1.0\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\n\n{\n"statement": "select * from T",\n"timeout": 60,\n"database": "<your_database>",\n"schema": "<your_schema>",\n"warehouse": "<your_warehouse>",\n"role": "<your_role>"\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E이 요청의 몇몇 특정 필드를 알아보겠습니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Ccode\u003Estatement\u003C/code\u003E 필드는 실행할 SQL 문을 지정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Ccode\u003Etimeout\u003C/code\u003E 필드는 서버가 문 실행 시간을 60초까지 허용하도록 지정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E문이 성공적으로 실행되었다면 Snowflake는 HTTP 응답 코드 200을 반환하며 첫 결과를 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset\"\u003EResultSet\u003C/a\u003E 오브젝트로 반환합니다. 바인드 변수를 포함하는 방법을 알아본 다음 상태를 확인하고 결과를 검색하는 방법을 알아보겠습니다.\u003C/p\u003E\n","\u003Cp\u003E이제 바인드 변수(\u003Ccode\u003E?\u003C/code\u003E 자리 표시자)를 문에 포함하고 각 변수에 해당하는 Snowflake 데이터 형식과 값을 지정하는 오브젝트에 \u003Ccode\u003Ebindings\u003C/code\u003E 필드를 설정할 수 있는 방법을 알아보겠습니다.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E문에 바인드 변수 사용\u003C/h2\u003E\n","\u003Cp\u003E바인드 변수(\u003Ccode\u003E?\u003C/code\u003E 자리 표시자)를 문에 사용하고 싶다면 \u003Ccode\u003Ebindings\u003C/code\u003E 필드를 사용하여 삽입되어야 하는 값을 지정합니다.\u003C/p\u003E\n","\u003Cp\u003E이 필드를 각 바인드 변수의 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/intro-summary-data-types.html\"\u003ESnowflake 데이터 형식\u003C/a\u003E과 값을 지정하는 JSON 오브젝트에 설정합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E...\n"statement": "select * from T where c1=?",\n...\n"bindings": {\n"1": {\n"type": "FIXED",\n"value": "123"\n}\n},\n...\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E바인딩하는 값의 형식과 일치하는 바인딩 형식을 선택합니다. 예를 들어 값이 날짜(예: \u003Ccode\u003E2021-04-15\u003C/code\u003E)를 나타내는 문자열이고 값을 DATE 열에 삽입하고 싶다면 \u003Ccode\u003ETEXT\u003C/code\u003E 바인딩 형식을 사용합니다.\u003C/p\u003E\n","\u003Cp\u003E다음 테이블은 이 미리 보기 릴리스를 위해 다양한 \u003Ca href=\"https://docs.snowflake.com/ko/sql-reference/data-types.html\"\u003ESnowflake 데이터 형식\u003C/a\u003E을 바인딩하는 데 사용할 수 있는 \u003Ccode\u003Etype\u003C/code\u003E 필드의 값을 지정합니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003E왼쪽에 있는 첫 열은 사용할 수 있는 바인딩 형식을 지정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E나머지 열은 데이터 삽입을 계획하는 열의 Snowflake 데이터 형식을 지정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E각 셀은 특정 Snowflake 데이터 형식의 열에 데이터를 삽입하기 위해 바인딩 형식과 함께 사용할 수 있는 값의 형식을 지정합니다.\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003ENegative : 바인딩 형식과 Snowflake 데이터 형식을 위한 셀이 비어 있다면 지정된 바인딩 형식을 사용하여 데이터를 해당 Snowflake 데이터 형식 열에 삽입할 수 없습니다.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-sql-api-kr/binding-types.png\" alt=\"바인딩 형식\"\u003E\u003C/p\u003E\n","\u003Cp\u003E바인딩 전용 데이터 형식에 대한 추가 정보는 설명서의 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset\"\u003E문에 바인드 변수 사용\u003C/a\u003E 섹션을 확인하십시오.\u003C/p\u003E\n","\u003Cp\u003E값이 Snowflake에서 지원하지 않는 형식이라면 API는 오류를 반환합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E{\ncode: "100037",\nmessage: "<bind type> value '<value>' is not recognized",\nsqlState: "22018",\nstatementHandle: "<ID>"\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E바인드 변수 사용 여부에 관계없이 문 상태를 확인하는 것이 좋습니다. 다음 단계에서 이를 살펴보겠습니다.\u003C/p\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E문 실행 상태 확인\u003C/h2\u003E\n","\u003Cp\u003E실행을 위해 SQL 문을 제출할 때 문 실행이 아직 완료되지 않았거나 비동기 쿼리를 제출했을 경우 Snowflake는 202 응답 코드를 반환합니다.\u003C/p\u003E\n","\u003Cp\u003E응답 본문에서 Snowflake는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#querystatus\"\u003EQueryStatus\u003C/a\u003E 오브젝트를 포함합니다. 이 오브젝트의 \u003Ccode\u003EstatementStatusUrl\u003C/code\u003E 필드는 실행 상태를 확인하기 위해 사용할 수 있는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#get-api-v2-statements-statementhandle\"\u003E/api/v2/statements/<statementHandle> endpoint\u003C/a\u003E URL을 지정합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E{\n"code": "090001",\n"sqlState": "00000",\n"message": "successfully executed",\n"statementHandle": "e4ce975e-f7ff-4b5e-b15e-bf25f59371ae",\n"statementStatusUrl": "/api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae"\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E위 URL에서 묘사하는 것처럼 문 상태를 확인하고 문 실행을 취소하는 요청에서는 사용할 문을 식별하기 위해 문 핸들(문을 위한 고유한 식별자)을 경로 매개 변수로 지정합니다.\u003C/p\u003E\n","\u003Cp\u003E\u003Ccode\u003EQueryStatus\u003C/code\u003E 오브젝트 또한 문 핸들을 \u003Ccode\u003EstatementHandle\u003C/code\u003E 필드에서 별도의 값으로 제공합니다.\u003C/p\u003E\n","\u003Cp\u003E문 실행 상태를 확인하려면 다음 URL을 사용하여 GET 요청을 전송합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EGET /api/v2/statements/{statementHandle}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E예를 들어 다음 요청은 \u003Ccode\u003Ee4ce975e-f7ff-4b5e-b15e-bf25f59371ae\u003C/code\u003E 핸들로 문 실행 상태를 확인합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EGET /api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae HTTP/1.1\nAuthorization: Bearer <jwt_token>\nContent-Type: application/json\nAccept: application/json\nUser-Agent: myApplication/1.0\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E문이 성공적인 실행되었다면 Snowflake는 HTTP 응답 코드 200을 반환하며 첫 결과를 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset\"\u003EResultSet\u003C/a\u003E 오브젝트로 반환합니다. 그러나 문 실행 시 오류가 발생했다면 Snowflake는 HTTP 응답 코드 422와 더불어 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#queryfailurestatus\"\u003EQueryFailureStatus\u003C/a\u003E 오브젝트를 반환합니다.\u003C/p\u003E\n","\u003Cp\u003E문이 성공적으로 실행된 다음 결과를 검색할 수 있습니다. 이는 다음 단계에서 자세히 설명합니다.\u003C/p\u003E\n","\u003Ch3\u003ESQL 문 실행 취소\u003C/h3\u003E\n","\u003Cp\u003E문 실행을 취소하려면 POST 요청을 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#cancelling-the-execution-of-a-sql-statement\"\u003Ecancel endpoint\u003C/a\u003E로 전송합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EPOST /api/v2/statements/{statementHandle}/cancel\n\u003C/code\u003E\u003C/pre\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E결과 검색\u003C/h2\u003E\n","\u003Cp\u003E\u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#label-sql-api-executing-multiple-statements\"\u003E실행을 위해 SQL 문을 제출\u003C/a\u003E하거나 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#checking-the-status-of-the-statement-execution-and-retrieving-the-data\"\u003E문 실행 상태를 확인\u003C/a\u003E한다면, 문이 성공적으로 실행되었을 경우 Snowflake는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#checking-the-status-of-the-statement-execution-and-retrieving-the-data\"\u003EResultSet\u003C/a\u003E 오브젝트를 응답 본문에서 반환합니다.\u003C/p\u003E\n","\u003Cp\u003E다음은 쿼리를 대상으로 반환된 \u003Ccode\u003EResultSet\u003C/code\u003E 오브젝트의 예입니다. 이는 간결성을 위해 잘렸습니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E{\n  "code" : "090001",\n  "statementStatusUrl" : "/api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=f8ccd534-7cd5-4c06-b673-f25361e96d7f",\n  "requestId" : "f8ccd534-7cd5-4c06-b673-f25361e96d7f",\n  "sqlState" : "00000",\n  "statementHandle" : "01a288b9-0603-af68-0000-328502422e7e",\n  "message" : "Statement executed successfully.",\n  "createdOn" : 1645742998434,\n  "resultSetMetaData" : {\n    "rowType" : [ {\n      "name" : "HIGH_NDV_COLUMN",\n      "database" : "",\n      "schema" : "",\n      "table" : "",\n      "type" : "fixed",\n      "scale" : 0,\n      "precision" : 19,\n      "byteLength" : null,\n      "nullable" : false,\n      "collation" : null,\n      "length" : null\n    }, {\n      "name" : "LOW_NDV_COLUMN",\n      "database" : "",\n      "schema" : "",\n      "table" : "",\n      "type" : "fixed",\n      "scale" : 0,\n      "precision" : 2,\n      "byteLength" : null,\n      "nullable" : false,\n      "collation" : null,\n      "length" : null\n    }, {\n      "name" : "CONSTANT_COLUM",\n      "database" : "",\n      "schema" : "",\n      "table" : "",\n      "type" : "fixed",\n      "scale" : 0,\n      "precision" : 1,\n      "byteLength" : null,\n      "nullable" : false,\n      "collation" : null,\n      "length" : null\n    } ],\n    "numRows" : 100000000,\n    "format" : "jsonv2",\n    "partitionInfo" : [ {\n      "rowCount" : 8192,\n      "uncompressedSize" : 152879,\n      "compressedSize" : 22412\n    }, {\n      "rowCount" : 53248,\n      "uncompressedSize" : 1048161,\n      "compressedSize" : 151251\n    }, {\n      "rowCount" : 86016,\n      "uncompressedSize" : 1720329,\n      "compressedSize" : 249447\n    }, {\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Ccode\u003EpartitionInfo\u003C/code\u003E 오브젝트의 \u003Ccode\u003EARRAY\u003C/code\u003E가 있다는 것을 확인하십시오.  이러한 파티션 오브젝트는 검색에 사용 가능한 파티션에 대한 rowCount 및 사이즈와 같은 일부 정보를 제공합니다.  API는 첫 파티션의 JSON에서 데이터 인라인을 반환합니다. 또는 응답을 포함한 \u003Ccode\u003E0\u003C/code\u003E 파티션을 반환합니다. 추후 섹션에서는 후속 파티션을 검색하는 방법을 알아보겠습니다.\u003C/p\u003E\n","\u003Ch3\u003E결과에 대한 메타데이터 가져오기\u003C/h3\u003E\n","\u003Cp\u003E쿼리에서 반환된 데이터 형식 및 데이터 이름에 대한 추가 메타데이터를 제공하는 \u003Ccode\u003ErowType\u003C/code\u003E 응답에도 포함되어 있습니다.  이 메타데이터는 초기 응답에만 포함되며 후속 파티션을 검색할 때 반환되는 메타데이터는 없습니다.\u003C/p\u003E\n","\u003Cp\u003E응답에서 반환된 \u003Ccode\u003EResultSet\u003C/code\u003E 오브젝트에서 \u003Ccode\u003EresultSetMetaData\u003C/code\u003E 필드는 결과 세트(예: 결과 형식 등)를 설명하는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#getting-metadata-about-the-results\"\u003E\u003Ccode\u003EResultSet_resultSetMetaData\u003C/code\u003E\u003C/a\u003E 오브젝트를 포함합니다.\u003C/p\u003E\n","\u003Cp\u003E이 오브젝트에서 \u003Ccode\u003ErowType\u003C/code\u003E 필드는 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#label-sql-api-reference-resultset-resultsetmetadata-rowtype\"\u003EResultSet_resultSetMetaData_rowType\u003C/a\u003E 오브젝트의 배열을 포함합니다. 각 오브젝트는 결과에서 열을 설명합니다. \u003Ccode\u003Etype\u003C/code\u003E 필드는 열의 Snowflake 데이터 형식을 지정합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E{\n"resultSetMetaData": {\n"rowType": [\n{\n"name":"ROWNUM",\n"type":"FIXED",\n"length":0,\n"precision":38,\n"scale":0,\n"nullable":false\n}, {\n"name":"ACCOUNT_NAME",\n"type":"TEXT",\n"length":1024,\n"precision":0,\n"scale":0,\n"nullable":false\n}, {\n"name":"ADDRESS",\n"type":"TEXT",\n"length":16777216,\n"precision":0,\n"scale":0,\n"nullable":true\n}, {\n"name":"ZIP",\n"type":"TEXT",\n"length":100,\n"precision":0,\n"scale":0,\n"nullable":true\n}, {\n"name":"CREATED_ON",\n"type":"TIMESTAMP_NTZ",\n"length":0,\n"precision":0,\n"scale":3,\n"nullable":false\n}\n]\n},\n}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003E결과 파티션 검색\u003C/h3\u003E\n","\u003Cp\u003E파티션은 \u003Ccode\u003E/api/v2/statements/<handle>?partition=<partition_number>\u003C/code\u003E 엔드포인트에서 \u003Ccode\u003Epartition=n\u003C/code\u003E 쿼리 매개 변수를 사용하여 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#retrieving-additional-partitions\"\u003E검색\u003C/a\u003E됩니다.  이는 SQL API 호출에서 가져온 결과를 반복하거나 동시에 검색하기 위해 사용될 수 있습니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EGET /api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae?partition=1 HTTP/1.1\nAuthorization: Bearer <jwt_token>\nContent-Type: application/json\nAccept: application/json\nUser-Agent: myApplication/1.0\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Ccode\u003Epartition=1\u003C/code\u003E을 포함한 위 쿼리 호출은 아래 데이터만 반환합니다.  \u003Ccode\u003Edata\u003C/code\u003E 오브젝트에는 결과에 대한 어떠한 추가 메타데이터도 포함되지 않습니다.  압축을 풀어야 하는 GZIP 형식의 데이터만 반환됩니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003E{"data": [\n["32768","3","5"],\n["32772","4","5"],\n["32776","3","5"],\n["32780","3","5"],\n["32784","2","5"],\n....\n]}\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E배열 내 각 배열에는 행을 위한 데이터가 포함되어 있습니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E각 배열의 첫 요소는 0부터 시작하는 후속 ID를 포함하는 JSON 문자열입니다.\u003C/li\u003E\u003Cli\u003E각 배열의 나머지 요소는 행에 있는 데이터를 나타냅니다.\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E결과 세트에 있는 데이터는 JSON v1.0로 인코딩되어 있습니다. 이는 열의 Snowflake 데이터 형식에 관계없이 모든 데이터가 문자열로 표현됨을 의미합니다.\u003C/p\u003E\n","\u003Cp\u003E예를 들어 \u003Ccode\u003ENUMBER\u003C/code\u003E 열에서 \u003Ccode\u003E1.0\u003C/code\u003E 값이 \u003Ccode\u003E" 1.0"\u003C/code\u003E 문자열로 반환됩니다. 또 다른 예는 타임스탬프가 에포크 이후로 나노초 숫자로 반환되는 것입니다. 예를 들어 2021년 1월 28일 목요일 10:09:37.123456789 PM의 타임스탬프는 \u003Ccode\u003E"1611871777123456789"\u003C/code\u003E로 반환됩니다.\u003C/p\u003E\n","\u003Cp\u003E문자열을 적절한 데이터 형식으로 변환하는 것은 여러분의 책임입니다.\u003C/p\u003E\n","\u003Ch3\u003E파티션 반복 및 검색을 위한 유용한 URL\u003C/h3\u003E\n","\u003Cp\u003E여러분의 결과에 많은 수의 파티션이 포함되어 있을 수 있기에 Snowflake SQL API는 특수 헤더(\u003Ccode\u003ELink\u003C/code\u003E)를 제공합니다. 이는 클라이언트가 이러한 결과를 트래버스하고 검색하는 데 도움을 줍니다.\u003C/p\u003E\n","\u003Cp\u003E결과의 다음 파티션 또는 기타 파티션을 가져오려면 HTTP 응답의 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#response-headers-for-all-operations\"\u003ELink 헤더\u003C/a\u003E에서 제공된 URL을 사용합니다. \u003Ccode\u003ELink\u003C/code\u003E 헤더는 결과의 첫 번째, 다음, 이전 및 마지막 파티션을 검색하기 위한 URL을 지정합니다.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode\u003EHTTP/1.1 200 OK\nLink: </api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=918e2211-d1d6-4c53-bec3-457d047651f7&partition=0>; rel="first"\n,</api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=51ad0c0a-e514-4d8a-9cf2-cf537d439e39&partition=1>; rel="next"\n,</api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=c6a17bb3-7593-489d-bbac-5e3b268bc6da&partition=47>; rel="last"\n...\n\u003C/code\u003E\u003C/pre\u003E\n<!-- ------------------------ -->\n","\u003Ch2\u003E종료 및 다음 단계\u003C/h2\u003E\n","\u003Cp\u003E이 자습서는 Snowflake SQL API에 대한 실습 소개로 설계되었습니다. API로 수행할 수 있는 작업을 보려면 \u003Ca href=\"https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html\"\u003ESnowflake SQL API 참조\u003C/a\u003E를 확인하십시오.\u003C/p\u003E\n","\u003Cp\u003ESnowflake 무료 평가판을 사용하여 이 랩을 완료했다면 Snowflake로 수행할 수 있는 작업을 계속해서 탐색하는 것을 권장합니다. Snowflake는 다음을 통해 여러 방법으로 도움을 줄 수 있습니다.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003ESnowflake를 통해 여러분의 데이터를 분석하는 데 도움을 받기 위해 평가판/무료 ETL 및 BI 도구에 대한 액세스를 얻으려면 UI 맨 위에 있는 'Partner Connect' 아이콘을 클릭하십시오\u003C/li\u003E\u003Cli\u003E'\u003Ca href=\"/test-driving-snowflake-the-definitive-guide-to-maximizing-your-free-trial/\"\u003E무료 평가판 극대화를 위한 가이드\u003C/a\u003E' 문서를 확인하십시오\u003C/li\u003E\u003Cli\u003ESnowflake 가상 또는 현장 \u003Ca href=\"/about/webinars/\"\u003E이벤트\u003C/a\u003E에 참석하여 Snowflake의 기능 및 고객에 관해 자세히 알아보십시오.\u003C/li\u003E\u003Cli\u003E더 자세한 내용은 \u003Ca href=\"/free-trial-contact-sales/\"\u003E영업 팀\u003C/a\u003E에 문의하시기 바랍니다\u003C/li\u003E\u003C/ul\u003E"],"description":"","title":"Snowflake SQL API 시작하기","isDeveloperGuidesPage":false,":type":"snowflake-site/components/contentfragment",":items":{},":itemsOrder":[],"elements":{"quickstartArticleBody":{"dataType":"string","title":"Quickstart Article Body","value":"\u003C!-- ------------------------ --\u003E\r\n## 개요\r\n\r\n\r\n환영합니다! Snowflake SQL API는 Snowflake 데이터에 있는 데이터에 액세스하고 업데이트하는 데 사용할 수 있는 [REST API](https://en.wikipedia.org/wiki/Representational_state_transfer)입니다. 이 API를 사용하여 [표준 쿼리](https://docs.snowflake.com/ko/sql-reference/constructs.html)와 대부분의 [DDL](https://docs.snowflake.com/ko/sql-reference/sql-ddl-summary.html) 및 [DML](https://docs.snowflake.com/ko/sql-reference/sql-dml.html) 문을 실행할 수 있습니다.\r\n\r\n이 시작하기 가이드는 API를 통해 SQL 문을 실행하고 결과를 검색하는 것을 안내합니다.\r\n\r\n### 사전 필요 조건 및 지식\r\n\r\n- [Snowflake](https://www.youtube.com/watch?v=fEtoYweBNQ4)에 대한 이해\r\n- SQL에 대한 이해\r\n\r\n### 학습할 내용\r\n\r\n- 단순한 쿼리 수행\r\n- 배포(예: 사용자 및 역할 프로비저닝, 테이블 생성 등) 관리\r\n- API 호출당 실행을 위해 하나의 SQL 문 제출\r\n- 문 실행 상태 확인\r\n- 문 실행 취소\r\n\r\n### 필요한 것\r\n\r\n- 접근 가능한 웨어하우스, 데이터베이스, 스키마 및 역할을 포함한 Snowflake 계정\r\n- SnowSQL 1.2.17 이상\r\n- 작동하는 [키 쌍 인증](https://docs.snowflake.com/ko/user-guide/key-pair-auth.html#configuring-key-pair-authentication)\r\n\r\n### 구축할 것\r\n\r\n- Snowflake SQL API를 사용하여 문 실행\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## API 소개\r\n\r\n\r\n다음 URL의 버전을 탐색하여 SQL API로 이동합니다. 여러분의 Snowflake 계정을 위한 계정 로케이터로 `*account_locator*`를 대체합니다.\r\n\r\n```\r\nhttps://*account_locator*.snowflakecomputing.com/api/v2\r\n```\r\n\r\nNegative : 계정 로케이터에는 여러분의 지역 및 클라우드 공급자를 위한 추가 세그먼트가 포함되어 있을 수 있습니다. 자세한 사항은 [계정 호스트 이름에 지역 정보 지정](https://docs.snowflake.com/ko/user-guide/intro-regions.html#label-region-ids)을 확인하십시오.\r\n\r\n사용을 시작하기 전에 이제 API의 각 부분을 분석해 보겠습니다. API는 `/api/v2/statements/` 리소스로 구성되어 있으며 다음 엔드포인트를 제공합니다.\r\n\r\n* `/api/v2/statements`: 이 엔드포인트는 [실행을 위한 SQL 문을 제출](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements)하기 위해 사용합니다.\r\n* `/api/v2/statements/*statementHandle*`: 이 엔드포인트는 [문의 실행 상태를 확인](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#get-api-v2-statements-statementhandle)하기 위해 사용합니다.\r\n* `/api/v2/statements/*statementHandle*/cancel`: 이 엔드포인트는 [문의 실행을 취소](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements-statementhandle-cancel)하기 위해 사용합니다.\r\n\r\n다음 단계에서는 이러한 모든 엔드포인트를 사용하여 여러분이 API에 익숙해질 수 있도록 합니다.\r\n\r\nPositive : REST API(예: Postman)를 위한 개발자 도구 및 라이브러리를 사용하여 요청을 전송하고 응답을 처리할 수 있습니다.\r\n\r\n### SQL API의 한계\r\n\r\n현존하는 [SQL API의 한계](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#limitations-of-the-sql-api)를 인지하고 있는 것이 중요합니다.  특히나 `GET` 및 `PUT`은 지원되지 않습니다.\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 요청 재제출을 위해 고유한 요청 ID 할당\r\n\r\n\r\n일부 경우 Snowflake가 API 요청에서 SQL 문을 실행했는지가 확실하지 않을 수 있습니다(예: 네트워크 오류 또는 시간제한으로 인해). Snowflake가 문을 실행하지 않았을 경우 Snowflake에 동일한 요청을 재제출하기로 결정할 수 있습니다.\r\n\r\nSnowflake가 이미 초기 요청에서 문을 실행했는데 여러분이 요청을 재제출한다면 문은 두 번 실행됩니다. 일부 요청 유형의 경우 반복적으로 동일한 문을 실행하면 의도하지 않은 결과(예: 테이블에 중복 데이터 삽입)가 나타날 수 있습니다.\r\n\r\n여러분이 요청을 재제출할 때 Snowflake가 동일한 문을 두 번 실행하는 것을 방지하기 위해 요청 ID를 사용하여 여러분의 요청을 다른 요청과 구별할 수 있습니다. 여러분이 초기 실행과 재제출 요청에 동일한 요청 ID를 지정했다고 가정하겠습니다. 이러한 경우 해당 문이 이미 성공적으로 실행되었다면 Snowflake는 문을 다시 실행하지 않습니다.\r\n\r\n요청 ID를 지정하려면 [UUID(Universally Unique Identifier)](https://en.wikipedia.org/wiki/Universally_unique_identifier)를 생성하고 이 식별자를 `requestId` 쿼리 매개 변수에 포함합니다.\r\n\r\n```\r\nPOST /api/v2/statements?requestId=\u003CUUID\u003E HTTP/1.1\r\n```\r\n\r\nSnowflake가 요청을 처리하는 데 실패하면 동일한 요청 ID로 동일한 요청을 다시 제출할 수 있습니다. 동일한 요청 ID를 사용하는 것은 서버에 여러분이 동일한 요청을 다시 제출하고 있음을 알립니다.\r\n\r\n이제 요청에 포함해야 하는 추가 정보인 인증 매개 변수에 대해 알아보겠습니다.\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 서버에 인증\r\n\r\n\r\n요청을 전송할 때 요청에는 인증 정보가 반드시 포함되어야 합니다. 인증을 제공하는 2가지 옵션은 OAuth 및 JWT 키 쌍 인증입니다. 둘 중 이전에 구현했던 것이나 가장 익숙한 것을 사용할 수 있습니다. 이 예에서는 [JWT](https://jwt.io/)로 인증하는 것을 상세하게 설명합니다.\r\n\r\n아직 준비하지 않았다면 Snowflake와 이미 작동하고 있는 [키 쌍 인증](https://docs.snowflake.com/ko/user-guide/key-pair-auth.html#configuring-key-pair-authentication)을 준비하십시오.\r\n\r\n다음 명령을 사용하여 Snowflake 키 쌍과 성공적으로 연결할 수 있는지 확인하기 위해 테스트할 수 있습니다.\r\n\r\n```\r\n$ snowsql -a \u003Caccount\u003E -u \u003Cuser\u003E --private-key-path \u003Cpath to private key\u003E\r\n```\r\n\r\nNegative : OAuth로 인증하고자 한다면 [OAuth](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#using-oauth)로 인증하는 것에 대한 Snowflake 설명서를 방문하십시오.\r\n\r\n키 쌍 인증을 사용하여 Snowflake와 연결할 수 있음을 확인한 후 JWT 토큰을 생성해야 합니다.  이 JWT 토큰은 여러분의 키로 서명된 시간제한 토큰입니다. 또한 Snowflake는 여러분이 SQL API를 위해 이 토큰을 인증에 사용할 수 있도록 인가했음을 알게 됩니다.\r\n\r\n```\r\n$ snowsql -a \u003Caccount\u003E -u \u003Cuser\u003E --private-key-path \u003Cpath to private key\u003E --generate-jwt\r\n\u003Creturns JWT token\u003E\r\n```\r\n\r\n생성된 JWT 토큰이 SQL API 사용에 사용되어야 합니다. 다음 헤더는 여러분의 애플리케이션 코드 내에서 전송하는 각 API 요청에 설정되어야 합니다.\r\n\r\n- `*jwt_token*`이 SnowSQL에서 생성된 JWT 토큰인 경우 `Authorization: Bearer *jwt_token*`\r\n\r\n- `X-Snowflake-Authorization-Token-Type: KEYPAIR_JWT`\r\n\r\n전체적으로 여러분의 요청 쿼리와 헤더는 다음과 같은 형식입니다.\r\n\r\n```\r\nPOST /api/v2/statements?requestId=\u003CUUID\u003E HTTP/1.1\r\nAuthorization: Bearer \u003Cjwt_token\u003E\r\nContent-Type: application/json\r\nAccept: application/json\r\nUser-Agent: myApplication/1.0\r\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\r\n```\r\n\r\n인증과 고유한 요청 ID에 대해 알아보았으니 이제 실질적으로 SQL 문 실행을 위해 요청을 하는 방법을 알아보겠습니다.\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## SQL 문 실행을 위해 요청 제출\r\n\r\n\r\n실행을 위해 SQL 문을 제출하려면 [POST 요청을 /api/v2/statements/ endpoint](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#post-api-v2-statements)로 전송합니다.\r\n\r\n```\r\nPOST /api/v2/statements?requestId=\u003CUUID\u003E HTTP/1.1\r\nAuthorization: Bearer \u003Cjwt_token\u003E\r\nContent-Type: application/json\r\nAccept: application/json\r\nUser-Agent: myApplication/1.0\r\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\r\n\r\n(request body)\r\n```\r\n\r\n요청 URL에서 쿼리 매개 변수를 다음과 같이 설정할 수 있습니다.\r\n\r\n- 비동기로 문 실행: `async=true`\r\n\r\n[요청 본문](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#body-of-the-post-request-to-api-v2-statements)을 위해 다음 필드를 설정합니다.\r\n\r\n- 실행하고 싶은 SQL 문에 `statement` 필드를 설정합니다.\r\n\r\n- 웨어하우스, 데이터베이스, 스키마 및 역할을 사용에 지정하기 위해 `warehouse`, `database`, `schema` 및 `role` 필드를 설정합니다.\r\n\r\nNegative : 참고: 이러한 필드에 있는 값은 대/소문자를 구분합니다.\r\n\r\n- 문 실행에 시간제한을 설정하려면 `timeout` 필드를 최대 대기 시간(초)으로 설정합니다. `timeout` 필드가 설정되어 있지 않다면 [STATEMENT_TIMEOUT_IN_SECONDS](https://docs.snowflake.com/ko/sql-reference/parameters.html#label-statement-timeout-in-seconds) 매개 변수에 의해 지정된 시간제한이 사용됩니다.\r\n\r\n```\r\nPOST /api/v2/statements HTTP/1.1\r\nAuthorization: Bearer \u003Cjwt_token\u003E\r\nContent-Type: application/json\r\nAccept: application/json\r\nUser-Agent: myApplication/1.0\r\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\r\n\r\n{\r\n\"statement\": \"select * from T\",\r\n\"timeout\": 60,\r\n\"database\": \"\u003Cyour_database\u003E\",\r\n\"schema\": \"\u003Cyour_schema\u003E\",\r\n\"warehouse\": \"\u003Cyour_warehouse\u003E\",\r\n\"role\": \"\u003Cyour_role\u003E\"\r\n}\r\n```\r\n\r\n이 요청의 몇몇 특정 필드를 알아보겠습니다.\r\n\r\n- `statement` 필드는 실행할 SQL 문을 지정합니다.\r\n\r\n- `timeout` 필드는 서버가 문 실행 시간을 60초까지 허용하도록 지정합니다.\r\n\r\n문이 성공적으로 실행되었다면 Snowflake는 HTTP 응답 코드 200을 반환하며 첫 결과를 [ResultSet](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset) 오브젝트로 반환합니다. 바인드 변수를 포함하는 방법을 알아본 다음 상태를 확인하고 결과를 검색하는 방법을 알아보겠습니다.\r\n\r\n이제 바인드 변수(`?` 자리 표시자)를 문에 포함하고 각 변수에 해당하는 Snowflake 데이터 형식과 값을 지정하는 오브젝트에 `bindings` 필드를 설정할 수 있는 방법을 알아보겠습니다.\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 문에 바인드 변수 사용\r\n\r\n\r\n바인드 변수(`?` 자리 표시자)를 문에 사용하고 싶다면 `bindings` 필드를 사용하여 삽입되어야 하는 값을 지정합니다.\r\n\r\n이 필드를 각 바인드 변수의 [Snowflake 데이터 형식](https://docs.snowflake.com/ko/sql-reference/intro-summary-data-types.html)과 값을 지정하는 JSON 오브젝트에 설정합니다.\r\n\r\n```\r\n...\r\n\"statement\": \"select * from T where c1=?\",\r\n...\r\n\"bindings\": {\r\n\"1\": {\r\n\"type\": \"FIXED\",\r\n\"value\": \"123\"\r\n}\r\n},\r\n...\r\n```\r\n\r\n바인딩하는 값의 형식과 일치하는 바인딩 형식을 선택합니다. 예를 들어 값이 날짜(예: `2021-04-15`)를 나타내는 문자열이고 값을 DATE 열에 삽입하고 싶다면 `TEXT` 바인딩 형식을 사용합니다.\r\n\r\n다음 테이블은 이 미리 보기 릴리스를 위해 다양한 [Snowflake 데이터 형식](https://docs.snowflake.com/ko/sql-reference/data-types.html)을 바인딩하는 데 사용할 수 있는 `type` 필드의 값을 지정합니다.\r\n\r\n- 왼쪽에 있는 첫 열은 사용할 수 있는 바인딩 형식을 지정합니다.\r\n\r\n- 나머지 열은 데이터 삽입을 계획하는 열의 Snowflake 데이터 형식을 지정합니다.\r\n\r\n- 각 셀은 특정 Snowflake 데이터 형식의 열에 데이터를 삽입하기 위해 바인딩 형식과 함께 사용할 수 있는 값의 형식을 지정합니다.\r\n\r\nNegative : 바인딩 형식과 Snowflake 데이터 형식을 위한 셀이 비어 있다면 지정된 바인딩 형식을 사용하여 데이터를 해당 Snowflake 데이터 형식 열에 삽입할 수 없습니다.\r\n\r\n![바인딩 형식](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/getting-started-snowflake-sql-api-kr/binding-types.png)\r\n\r\n바인딩 전용 데이터 형식에 대한 추가 정보는 설명서의 [문에 바인드 변수 사용](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset) 섹션을 확인하십시오.\r\n\r\n값이 Snowflake에서 지원하지 않는 형식이라면 API는 오류를 반환합니다.\r\n\r\n```\r\n{\r\ncode: \"100037\",\r\nmessage: \"\u003Cbind type\u003E value '\u003Cvalue\u003E' is not recognized\",\r\nsqlState: \"22018\",\r\nstatementHandle: \"\u003CID\u003E\"\r\n}\r\n```\r\n\r\n바인드 변수 사용 여부에 관계없이 문 상태를 확인하는 것이 좋습니다. 다음 단계에서 이를 살펴보겠습니다.\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 문 실행 상태 확인\r\n\r\n\r\n실행을 위해 SQL 문을 제출할 때 문 실행이 아직 완료되지 않았거나 비동기 쿼리를 제출했을 경우 Snowflake는 202 응답 코드를 반환합니다.\r\n\r\n응답 본문에서 Snowflake는 [QueryStatus](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#querystatus) 오브젝트를 포함합니다. 이 오브젝트의 `statementStatusUrl` 필드는 실행 상태를 확인하기 위해 사용할 수 있는 [/api/v2/statements/\u003CstatementHandle\u003E endpoint](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#get-api-v2-statements-statementhandle) URL을 지정합니다.\r\n\r\n```\r\n{\r\n\"code\": \"090001\",\r\n\"sqlState\": \"00000\",\r\n\"message\": \"successfully executed\",\r\n\"statementHandle\": \"e4ce975e-f7ff-4b5e-b15e-bf25f59371ae\",\r\n\"statementStatusUrl\": \"/api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae\"\r\n}\r\n```\r\n\r\n위 URL에서 묘사하는 것처럼 문 상태를 확인하고 문 실행을 취소하는 요청에서는 사용할 문을 식별하기 위해 문 핸들(문을 위한 고유한 식별자)을 경로 매개 변수로 지정합니다.\r\n\r\n`QueryStatus` 오브젝트 또한 문 핸들을 `statementHandle` 필드에서 별도의 값으로 제공합니다.\r\n\r\n문 실행 상태를 확인하려면 다음 URL을 사용하여 GET 요청을 전송합니다.\r\n\r\n```\r\nGET /api/v2/statements/{statementHandle}\r\n```\r\n\r\n예를 들어 다음 요청은 `e4ce975e-f7ff-4b5e-b15e-bf25f59371ae` 핸들로 문 실행 상태를 확인합니다.\r\n\r\n```\r\nGET /api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae HTTP/1.1\r\nAuthorization: Bearer \u003Cjwt_token\u003E\r\nContent-Type: application/json\r\nAccept: application/json\r\nUser-Agent: myApplication/1.0\r\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\r\n```\r\n\r\n문이 성공적인 실행되었다면 Snowflake는 HTTP 응답 코드 200을 반환하며 첫 결과를 [ResultSet](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#resultset) 오브젝트로 반환합니다. 그러나 문 실행 시 오류가 발생했다면 Snowflake는 HTTP 응답 코드 422와 더불어 [QueryFailureStatus](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#queryfailurestatus) 오브젝트를 반환합니다.\r\n\r\n문이 성공적으로 실행된 다음 결과를 검색할 수 있습니다. 이는 다음 단계에서 자세히 설명합니다.\r\n\r\n### SQL 문 실행 취소\r\n\r\n문 실행을 취소하려면 POST 요청을 [cancel endpoint](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#cancelling-the-execution-of-a-sql-statement)로 전송합니다.\r\n\r\n```\r\nPOST /api/v2/statements/{statementHandle}/cancel\r\n```\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 결과 검색\r\n\r\n\r\n[실행을 위해 SQL 문을 제출](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#label-sql-api-executing-multiple-statements)하거나 [문 실행 상태를 확인](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#checking-the-status-of-the-statement-execution-and-retrieving-the-data)한다면, 문이 성공적으로 실행되었을 경우 Snowflake는 [ResultSet](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#checking-the-status-of-the-statement-execution-and-retrieving-the-data) 오브젝트를 응답 본문에서 반환합니다.\r\n\r\n다음은 쿼리를 대상으로 반환된 `ResultSet` 오브젝트의 예입니다. 이는 간결성을 위해 잘렸습니다.\r\n\r\n```\r\n{\r\n  \"code\" : \"090001\",\r\n  \"statementStatusUrl\" : \"/api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=f8ccd534-7cd5-4c06-b673-f25361e96d7f\",\r\n  \"requestId\" : \"f8ccd534-7cd5-4c06-b673-f25361e96d7f\",\r\n  \"sqlState\" : \"00000\",\r\n  \"statementHandle\" : \"01a288b9-0603-af68-0000-328502422e7e\",\r\n  \"message\" : \"Statement executed successfully.\",\r\n  \"createdOn\" : 1645742998434,\r\n  \"resultSetMetaData\" : {\r\n    \"rowType\" : [ {\r\n      \"name\" : \"HIGH_NDV_COLUMN\",\r\n      \"database\" : \"\",\r\n      \"schema\" : \"\",\r\n      \"table\" : \"\",\r\n      \"type\" : \"fixed\",\r\n      \"scale\" : 0,\r\n      \"precision\" : 19,\r\n      \"byteLength\" : null,\r\n      \"nullable\" : false,\r\n      \"collation\" : null,\r\n      \"length\" : null\r\n    }, {\r\n      \"name\" : \"LOW_NDV_COLUMN\",\r\n      \"database\" : \"\",\r\n      \"schema\" : \"\",\r\n      \"table\" : \"\",\r\n      \"type\" : \"fixed\",\r\n      \"scale\" : 0,\r\n      \"precision\" : 2,\r\n      \"byteLength\" : null,\r\n      \"nullable\" : false,\r\n      \"collation\" : null,\r\n      \"length\" : null\r\n    }, {\r\n      \"name\" : \"CONSTANT_COLUM\",\r\n      \"database\" : \"\",\r\n      \"schema\" : \"\",\r\n      \"table\" : \"\",\r\n      \"type\" : \"fixed\",\r\n      \"scale\" : 0,\r\n      \"precision\" : 1,\r\n      \"byteLength\" : null,\r\n      \"nullable\" : false,\r\n      \"collation\" : null,\r\n      \"length\" : null\r\n    } ],\r\n    \"numRows\" : 100000000,\r\n    \"format\" : \"jsonv2\",\r\n    \"partitionInfo\" : [ {\r\n      \"rowCount\" : 8192,\r\n      \"uncompressedSize\" : 152879,\r\n      \"compressedSize\" : 22412\r\n    }, {\r\n      \"rowCount\" : 53248,\r\n      \"uncompressedSize\" : 1048161,\r\n      \"compressedSize\" : 151251\r\n    }, {\r\n      \"rowCount\" : 86016,\r\n      \"uncompressedSize\" : 1720329,\r\n      \"compressedSize\" : 249447\r\n    }, {\r\n```\r\n\r\n`partitionInfo` 오브젝트의 `ARRAY`가 있다는 것을 확인하십시오.  이러한 파티션 오브젝트는 검색에 사용 가능한 파티션에 대한 rowCount 및 사이즈와 같은 일부 정보를 제공합니다.  API는 첫 파티션의 JSON에서 데이터 인라인을 반환합니다. 또는 응답을 포함한 `0` 파티션을 반환합니다. 추후 섹션에서는 후속 파티션을 검색하는 방법을 알아보겠습니다.\r\n\r\n### 결과에 대한 메타데이터 가져오기\r\n\r\n쿼리에서 반환된 데이터 형식 및 데이터 이름에 대한 추가 메타데이터를 제공하는 `rowType` 응답에도 포함되어 있습니다.  이 메타데이터는 초기 응답에만 포함되며 후속 파티션을 검색할 때 반환되는 메타데이터는 없습니다.\r\n\r\n응답에서 반환된 `ResultSet` 오브젝트에서 `resultSetMetaData` 필드는 결과 세트(예: 결과 형식 등)를 설명하는 [`ResultSet_resultSetMetaData`](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#getting-metadata-about-the-results) 오브젝트를 포함합니다.\r\n\r\n이 오브젝트에서 `rowType` 필드는 [ResultSet_resultSetMetaData_rowType](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#label-sql-api-reference-resultset-resultsetmetadata-rowtype) 오브젝트의 배열을 포함합니다. 각 오브젝트는 결과에서 열을 설명합니다. `type` 필드는 열의 Snowflake 데이터 형식을 지정합니다.\r\n\r\n```\r\n{\r\n\"resultSetMetaData\": {\r\n\"rowType\": [\r\n{\r\n\"name\":\"ROWNUM\",\r\n\"type\":\"FIXED\",\r\n\"length\":0,\r\n\"precision\":38,\r\n\"scale\":0,\r\n\"nullable\":false\r\n}, {\r\n\"name\":\"ACCOUNT_NAME\",\r\n\"type\":\"TEXT\",\r\n\"length\":1024,\r\n\"precision\":0,\r\n\"scale\":0,\r\n\"nullable\":false\r\n}, {\r\n\"name\":\"ADDRESS\",\r\n\"type\":\"TEXT\",\r\n\"length\":16777216,\r\n\"precision\":0,\r\n\"scale\":0,\r\n\"nullable\":true\r\n}, {\r\n\"name\":\"ZIP\",\r\n\"type\":\"TEXT\",\r\n\"length\":100,\r\n\"precision\":0,\r\n\"scale\":0,\r\n\"nullable\":true\r\n}, {\r\n\"name\":\"CREATED_ON\",\r\n\"type\":\"TIMESTAMP_NTZ\",\r\n\"length\":0,\r\n\"precision\":0,\r\n\"scale\":3,\r\n\"nullable\":false\r\n}\r\n]\r\n},\r\n}\r\n```\r\n\r\n### 결과 파티션 검색\r\n\r\n파티션은 `/api/v2/statements/\u003Chandle\u003E?partition=\u003Cpartition_number\u003E` 엔드포인트에서 `partition=n` 쿼리 매개 변수를 사용하여 [검색](https://docs.snowflake.com/ko/developer-guide/sql-api/guide.html#retrieving-additional-partitions)됩니다.  이는 SQL API 호출에서 가져온 결과를 반복하거나 동시에 검색하기 위해 사용될 수 있습니다.\r\n\r\n```\r\nGET /api/v2/statements/e4ce975e-f7ff-4b5e-b15e-bf25f59371ae?partition=1 HTTP/1.1\r\nAuthorization: Bearer \u003Cjwt_token\u003E\r\nContent-Type: application/json\r\nAccept: application/json\r\nUser-Agent: myApplication/1.0\r\nX-Snowflake-Authorization-Token-Type: KEYPAIR_JWT\r\n```\r\n\r\n`partition=1`을 포함한 위 쿼리 호출은 아래 데이터만 반환합니다.  `data` 오브젝트에는 결과에 대한 어떠한 추가 메타데이터도 포함되지 않습니다.  압축을 풀어야 하는 GZIP 형식의 데이터만 반환됩니다.\r\n\r\n```\r\n{\"data\": [\r\n[\"32768\",\"3\",\"5\"],\r\n[\"32772\",\"4\",\"5\"],\r\n[\"32776\",\"3\",\"5\"],\r\n[\"32780\",\"3\",\"5\"],\r\n[\"32784\",\"2\",\"5\"],\r\n....\r\n]}\r\n```\r\n\r\n배열 내 각 배열에는 행을 위한 데이터가 포함되어 있습니다.\r\n\r\n- 각 배열의 첫 요소는 0부터 시작하는 후속 ID를 포함하는 JSON 문자열입니다.\r\n- 각 배열의 나머지 요소는 행에 있는 데이터를 나타냅니다.\r\n\r\n결과 세트에 있는 데이터는 JSON v1.0로 인코딩되어 있습니다. 이는 열의 Snowflake 데이터 형식에 관계없이 모든 데이터가 문자열로 표현됨을 의미합니다.\r\n\r\n예를 들어 `NUMBER` 열에서 `1.0` 값이 `\" 1.0\"` 문자열로 반환됩니다. 또 다른 예는 타임스탬프가 에포크 이후로 나노초 숫자로 반환되는 것입니다. 예를 들어 2021년 1월 28일 목요일 10:09:37.123456789 PM의 타임스탬프는 `\"1611871777123456789\"`로 반환됩니다.\r\n\r\n문자열을 적절한 데이터 형식으로 변환하는 것은 여러분의 책임입니다.\r\n\r\n### 파티션 반복 및 검색을 위한 유용한 URL\r\n\r\n여러분의 결과에 많은 수의 파티션이 포함되어 있을 수 있기에 Snowflake SQL API는 특수 헤더(`Link`)를 제공합니다. 이는 클라이언트가 이러한 결과를 트래버스하고 검색하는 데 도움을 줍니다.\r\n\r\n결과의 다음 파티션 또는 기타 파티션을 가져오려면 HTTP 응답의 [Link 헤더](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html#response-headers-for-all-operations)에서 제공된 URL을 사용합니다. `Link` 헤더는 결과의 첫 번째, 다음, 이전 및 마지막 파티션을 검색하기 위한 URL을 지정합니다.\r\n\r\n```\r\nHTTP/1.1 200 OK\r\nLink: \u003C/api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=918e2211-d1d6-4c53-bec3-457d047651f7&partition=0\u003E; rel=\"first\"\r\n,\u003C/api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=51ad0c0a-e514-4d8a-9cf2-cf537d439e39&partition=1\u003E; rel=\"next\"\r\n,\u003C/api/v2/statements/01a288b9-0603-af68-0000-328502422e7e?requestId=c6a17bb3-7593-489d-bbac-5e3b268bc6da&partition=47\u003E; rel=\"last\"\r\n...\r\n```\r\n\r\n\u003C!-- ------------------------ --\u003E\r\n## 종료 및 다음 단계\r\n\r\n\r\n이 자습서는 Snowflake SQL API에 대한 실습 소개로 설계되었습니다. API로 수행할 수 있는 작업을 보려면 [Snowflake SQL API 참조](https://docs.snowflake.com/ko/developer-guide/sql-api/reference.html)를 확인하십시오.\r\n\r\nSnowflake 무료 평가판을 사용하여 이 랩을 완료했다면 Snowflake로 수행할 수 있는 작업을 계속해서 탐색하는 것을 권장합니다. Snowflake는 다음을 통해 여러 방법으로 도움을 줄 수 있습니다.\r\n\r\n- Snowflake를 통해 여러분의 데이터를 분석하는 데 도움을 받기 위해 평가판/무료 ETL 및 BI 도구에 대한 액세스를 얻으려면 UI 맨 위에 있는 'Partner Connect' 아이콘을 클릭하십시오\r\n- '[무료 평가판 극대화를 위한 가이드](/test-driving-snowflake-the-definitive-guide-to-maximizing-your-free-trial/)' 문서를 확인하십시오\r\n- Snowflake 가상 또는 현장 [이벤트](/about/webinars/)에 참석하여 Snowflake의 기능 및 고객에 관해 자세히 알아보십시오.\r\n- 더 자세한 내용은 [영업 팀](/free-trial-contact-sales/)에 문의하시기 바랍니다","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-600eb00f94","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-fa5df424cb",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-77f506fa96","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2023-02-25",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-1c2cfc9f9b","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. It may be out of date with current Snowflake instances\u003C/span\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"}},":itemsOrder":["quickstart_last_modi","text"]},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-6cb6e7ba10",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{},":itemsOrder":[]},"isBlogPage":false,"isActiveTOC":false,":type":"snowflake-site/components/flexible-column-container"}},":itemsOrder":["contentfragment","flexible_column_cont"]},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-2f1f02a5a7",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"quickstart_table_of_":{"layout":"SIMPLE","id":"container-b7c88a9cb6","isDeveloperGuidesPage":false,":type":"snowflake-site/components/quickstart/quickstart-table-of-content/quickstart-table-of-content-container",":items":{"quickstart_table_of_":{"id":"quickstart-table-of-content-fbeda07bda","fragmentPath":"/content/dam/snowflake-site/ko/content-fragments/quickstarts/getting-started-snowflake-sql-api-kr",":type":"snowflake-site/components/quickstart/quickstart-table-of-content","headings":["\u003Ch2\u003E개요\u003C/h2\u003E","\u003Ch2\u003EAPI 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CSS","cssContent":"#quickstart-template-main-flexible-container{padding:24px}#quickstart-template-main-flexible-container \u003E .snowflake-flexible-column-container-items{grid-template-columns:1fr 0}.qs-disclaimer-text p \u003E span{font-size:15px !important}@media (min-width:768px){#quickstart-template-main-flexible-container{padding:24px 32px}#quickstart-template-main-flexible-container \u003E .snowflake-flexible-column-container-items{grid-template-columns:7fr 3fr;gap:48px}}@media (max-width:767px){#quickstart-template-main-flexible-container \u003E .snowflake-flexible-column-container-items{gap:0}}@media (min-width:1024px){#quickstart-template-main-flexible-container{padding:0 92px 48px 92px}#quickstart-template-main-flexible-container \u003E 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aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-1d7ea0e29f",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-3be4b9edac","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"medium","bottomPadding":"extra-small","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"sf-footer-grid","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-1409f35800",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"container":{"additionalClasses":"sf-footer-grid__inner","columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","container_1622723482":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy_":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy":"aem-GridColumn aem-GridColumn--default--12","container_copy":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-b3014ce36f",":type":"snowflake-site/components/container",":items":{"container_1622723482":{"additionalClasses":"sf-footer__column","columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-34a57b2560",":type":"snowflake-site/components/container",":items":{"container":{"additionalClasses":"sf-footer__newsletter-group","columnClassNames":{"text":"aem-GridColumn aem-GridColumn--default--12","marketo_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 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text-color-text-04"},"marketo_v2":{"id":"marketo-v2-eb0fb231f2","marketoForm":{"successUrl":null,"formId":"45871","edit":false,"script":null,"hidden":null,"values":null},"munchkinId":"252-RFO-227","serverInstance":"252-RFO-227.mktoweb.com","marketoConfigured":true,"formConfigured":true,":type":"snowflake-site/components/form/marketo-v2"}},":itemsOrder":["text","marketo_v2"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container":{"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-eda9b4de0d",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-1336eb5ea2","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003E제품\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/platform/\"\u003EPlatform\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/data-engineering/\"\u003EData Engineering\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/analytics/\"\u003EAnalytics\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/ai/\"\u003EAI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/applications-and-collaboration/\"\u003EApplications & Collaboration\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/pricing-options/\"\u003E요금\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small 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