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| Section | Weight | Objectives |
|---|---|---|
| Cloud Platform Overview & Snowflake Key Concepts | 8% | - Snowflake editions and features - Virtual warehouse concepts and credit usage - Snowflake architecture layers (storage, compute, services) |
| Data Loading & Unloading | 15% | - Data unloading and staging - File formats (JSON, CSV, Parquet, AVRO) - Data ingestion best practices - Continuous loading with Snowpipe - Bulk loading with COPY command |
| Semi-Structured Data | 10% | - Parsing and flattening semi-structured data - Array and object operations - VARIANT data type |
| Databases, Tables & Views | 18% | - Stored procedures and UDFs - Column types and sequences - Clustering and micro-partitions - Views (standard, materialized, secure) - Data manipulation (DML operations) - Table types (permanent, transient, temporary) |
| Performance Optimization & Monitoring | 4% | - Resource optimization techniques - Query profiling and performance tuning - Query history and monitoring |
| Time Travel & Cloning | 10% | - Fail-safe concepts - UNDROP and historical data access - Time travel concepts and retention - Zero-copy cloning |
| Security & Access Control | 10% | - Row-level and column-level security - Masking policies - Authorization (roles, privileges) - Authentication (SSO, MFA) - Governance best practices |
| Data Sharing | 12% | - Shares and reader accounts - Data listing marketplace - Reader account management - Private sharing vs. Data Exchange |
| Virtual Warehouses | 15% | - Warehouse creation and configuration - Multi-cluster warehouses - Cache concepts (warehouse, result, metadata) - Warehouse sizing and scaling - Warehouse monitoring and troubleshooting |
| Account Objects | 8% | - Organizations and accounts structure - Warehouses, databases, and schemas hierarchy - Resource monitors |
1. どのクエリを実行するには、仮想ウェアハウスの稼働が必要ですか?(2つ選択してください。)
A) DROP TABLE <table>;
B) SELECT CURRENT_DATABASE();
C) UPDATE <テーブル> SET;
D) SELECT COUNT(*) FROM <テーブル>;
E) <テーブル>から削除;
2. どのタイプのURLが、クラウドストレージ内のファイルへの永続的なアクセス権を提供しますか?
A) アカウントURL
B) 署名付きURL
C) スコープ付きURL
D) ファイルURL
3. 鍵ペア認証の目的は何ですか?
A) 複数のユーザーが安全にデータを共有できるようにする
B) 多要素認証(MFA)を強制する
C) 2つの鍵のうちいずれか1つでアクセスできるデータを暗号化する
D) ユーザーまたはアプリケーションを安全に認証する
4. ある役割が別の役割に必ず付与しなければならず、取り消すことができない特権はどれですか?
A) 所有権
B) すべて
C) モニター
D) 操作
5. Snowflakeのどの機能が、データのクエリと復元両方に使用されますか?
A) フェイルセーフ
B) クラスタキー
C) クローニング
D) タイムトラベル
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: D |
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