Databricks Databricks-Certified-Data-Engineer-Professional Korean Q&A - in .pdf

  • Databricks-Certified-Data-Engineer-Professional Korean pdf
  • Exam Code: Databricks-Certified-Data-Engineer-Professional Korean
  • Exam Name: Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional Korean Version)
  • Updated: Oct 08, 2026
  • Q & A: 250 Questions and Answers
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  • Q & A: 250 Questions and Answers
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Databricks Databricks-Certified-Data-Engineer-Professional Korean Exam Syllabus Topics:

SectionWeightObjectives
Data Quality and Governance12%- Data Lineage
- Data Quality
- Governance
Data Processing28%- Structured Streaming
- ETL Pipelines
- Spark SQL
- Data Transformation
Monitoring and Troubleshooting16%- Performance Optimization
- Monitoring
- Troubleshooting
Databricks Lakehouse Platform24%- Unity Catalog
- Lakehouse Architecture
- Delta Lake
- Data Management
Data Modeling and Storage20%- Storage Optimization
- Data Modeling
- File Formats

Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional Korean Version) Sample Questions:

Question #1

보안팀은 고객 개인 식별 정보(PII)가 포함된 고객 테이블에 대한 데이터 보호를 강화하고자 합니다. 현지 정책을 준수하기 위해 영업팀 구성원은 자신의 지역 고객만 볼 수 있어야 하며, 관리자가 아닌 사용자는 이메일 주소가 가려져야 합니다. Unity Catalog의 행 필터와 열 마스크를 사용할 때 어떤 구현 방식을 사용하는 것이 적절할까요?

  • A. 열 마스크는 동일 테이블에서 행 필터와 함께 사용할 수 없으므로 사용자 지역에 따라 SQL UDF를 사용하여 행 필터를 구현한 다음, DROP TABLE 및 CREATE TABLE SET ROW FILTER 명령을 사용하여 테이블을 다시 생성하여 적용합니다.
  • B. GRANT SELECT ON table_name WITH TAG 명령을 사용하여 태그를 통해 테이블 ​​ACL에 대한 액세스를 제한하고, 사용자 지역에 따라 민감한 데이터에 대한 애플리케이션 수준 필터링을 활용합니다.
  • C. 사용자 지역을 기준으로 행을 필터링하고 그룹 멤버십을 기준으로 열을 마스킹하는 SQL UDF를 생성한 다음, ALTER TABLE SET ROW FILTER 및 ALTER COLUMN SET MASK 명령을 사용하여 적용합니다.
  • D. 지역 필터링을 위한 동적 WHERE 절을 포함하는 뷰를 생성하고, ALTER COLUMN SET MASK 명령을 사용하여 이메일 마스킹을 위한 문자열 대체 함수를 사용합니다.
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Correct Answer: C  🗳️

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Question #2

3개의 실행 노드로 구성된 특정 클러스터의 Ganglia 메트릭을 평가할 때, 어떤 지표가 VM 리소스의 적절한 활용을 나타낼까요?

  • A. 5분 평균 부하량이 일정하게 유지됩니다/평탄하게 유지됩니다
  • B. 수신 바이트는 초당 8천만 바이트를 초과하지 않습니다.
  • C. 총 디스크 공간은 일정하게 유지됩니다.
  • D. CPU 사용률은 약 75%입니다.
  • E. 네트워크 I/O는 절대 급증하지 않습니다.
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Correct Answer: D  🗳️

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Question #3

Delta Lake 테이블은 사용자 콘텐츠 게시물에 대한 메타데이터를 나타내며 다음과 같은 스키마를 가집니다.
사용자 ID (LONG), 게시물 텍스트 (STRING), 게시물 ID (STRING), 경도 (FLOAT)
위도 FLOAT, 게시 시간 TIMESTAMP, 날짜 DATE
이 테이블은 날짜 열을 기준으로 파티션되어 있습니다. 다음 필터를 사용하여 쿼리를 실행합니다.
경도 < 20 및 경도 > -20
데이터 필터링 방법을 설명하는 문장은 무엇입니까?

  • A. 델타 로그의 통계는 필터링된 범위에 포함된 레코드가 있을 수 있는 데이터 파일을 식별하는 데 사용됩니다.
  • B. 최적화 프로그램이 파티션 열과 경도 간의 관계를 알지 못하므로 파일 건너뛰기가 발생하지 않습니다.
  • C. Delta Engine은 트랜잭션 로그의 행 수준 통계를 사용하여 필터 기준을 충족하는 플라이를 식별합니다.
  • D. 델타 로그의 통계는 필터링된 범위에 파일이 포함될 수 있는 파티션을 식별하는 데 사용됩니다.
  • E. Delta Engine은 파케트 파일의 바닥글을 스캔하여 필터 기준을 충족하는 각 행을 식별합니다.
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Correct Answer: A  🗳️

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Question #4

워크스페이스 관리자가 finance_data라는 새 카탈로그를 생성하고 재무팀 리더에게 전체 관리자 권한을 부여하지 않고 권한 관리만 위임하려고 합니다. 재무팀 리더에게 어떤 권한을 부여해야 할까요?

  • A. finance_data 카탈로그에 대한 모든 권한.
  • B. finance_data 카탈로그에 대한 관리 권한.
  • C. 재무팀이 메타스토어 관리자 역할을 맡도록 합니다.
  • D. finance_data 카탈로그에 대한 OPTION 권한을 부여합니다.
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Correct Answer: B  🗳️

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Question #5

데이터 엔지니어가 복잡한 조인과 대규모 데이터 세트를 사용하는 Databricks SQL에서 Delta Lake 쿼리 실행 속도가 느린 문제를 해결하고 있습니다. 이들은 근본 원인이 데이터 건너뛰기 오류, 비효율적인 조인 전략 또는 과도한 데이터 셔플링 중 어느 것에 있는지 파악해야 합니다. Databricks 기본 도구를 사용하여 특정 병목 현상을 식별하는 데 어떤 접근 방식이 적합할까요?

  • A. 쿼리 프로필의 상위 연산자 패널을 분석하여 BroadcastNestedLoopJoin과 같은 고비용 연산을 식별합니다.
  • B. EXPLAIN 명령을 활성화하여 구문 분석된 논리 실행 계획을 검토하고 셔플 크기를 수동으로 추정할 수 있습니다.
  • C. 작업 UI에서 쿼리 실행 시간을 확인하고 클러스터 리소스 사용률 지표와 연관시켜 분석합니다.
  • D. LIMIT 절을 사용하여 쿼리의 일부를 실행하고 전체 데이터 세트와의 실행 시간을 비교합니다.
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Correct Answer: A  🗳️

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