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| Section | Weight | Objectives |
|---|---|---|
| Data Quality and Governance | 12% | - Data Lineage - Data Quality - Governance |
| Data Processing | 28% | - Structured Streaming - ETL Pipelines - Spark SQL - Data Transformation |
| Monitoring and Troubleshooting | 16% | - Performance Optimization - Monitoring - Troubleshooting |
| Databricks Lakehouse Platform | 24% | - Unity Catalog - Lakehouse Architecture - Delta Lake - Data Management |
| Data Modeling and Storage | 20% | - Storage Optimization - Data Modeling - File Formats |
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?
Correct Answer: C 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
3개의 실행 노드로 구성된 특정 클러스터의 Ganglia 메트릭을 평가할 때, 어떤 지표가 VM 리소스의 적절한 활용을 나타낼까요?
Correct Answer: D 🗳️
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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?
Correct Answer: A 🗳️
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워크스페이스 관리자가 finance_data라는 새 카탈로그를 생성하고 재무팀 리더에게 전체 관리자 권한을 부여하지 않고 권한 관리만 위임하려고 합니다. 재무팀 리더에게 어떤 권한을 부여해야 할까요?
Correct Answer: B 🗳️
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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?
Correct Answer: A 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
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