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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Security & Access Control | 10% | - Masking policies - Governance best practices - Authorization (roles, privileges) - Authentication (SSO, MFA) - Row-level and column-level security |
| Topic 2: Performance Optimization & Monitoring | 4% | - Resource optimization techniques - Query history and monitoring - Query profiling and performance tuning |
| Topic 3: Virtual Warehouses | 15% | - Warehouse monitoring and troubleshooting - Warehouse sizing and scaling - Cache concepts (warehouse, result, metadata) - Warehouse creation and configuration - Multi-cluster warehouses |
| Topic 4: Semi-Structured Data | 10% | - Parsing and flattening semi-structured data - VARIANT data type - Array and object operations |
| Topic 5: Time Travel & Cloning | 10% | - UNDROP and historical data access - Time travel concepts and retention - Fail-safe concepts - Zero-copy cloning |
| Topic 6: Data Loading & Unloading | 15% | - Bulk loading with COPY command - Data unloading and staging - Continuous loading with Snowpipe - File formats (JSON, CSV, Parquet, AVRO) - Data ingestion best practices |
| Topic 7: Cloud Platform Overview & Snowflake Key Concepts | 8% | - Virtual warehouse concepts and credit usage - Snowflake architecture layers (storage, compute, services) - Snowflake editions and features |
| Topic 8: Databases, Tables & Views | 18% | - Data manipulation (DML operations) - Views (standard, materialized, secure) - Column types and sequences - Stored procedures and UDFs - Table types (permanent, transient, temporary) - Clustering and micro-partitions |
| Topic 9: Data Sharing | 12% | - Shares and reader accounts - Data listing marketplace - Private sharing vs. Data Exchange - Reader account management |
| Topic 10: Account Objects | 8% | - Warehouses, databases, and schemas hierarchy - Resource monitors - Organizations and accounts structure |
1. テーブルから列を削除すると、そのテーブルのマイクロパーティションにどのような影響がありますか？
A) 現在のマイクロパーティションはタイムトラベルには使用できなくなり、新しいマイクロパーティションが作成されます。
B) 削除された列に関連付けられたデータは、既存のすべてのマイクロパーティションから削除されます。
C) 既存のマイクロパーティションには影響はありません。
D) 残りの列のデータのみを含む新しいマイクロパーティションが作成されます。
2. Snowsightにはどのような機能が含まれていますか？(2つ選択してください)
A) Snowflakeアカウントのクラウドプロバイダーを変更する
B) ワークシートの共有
C) Snowflakeマーケットプレイスを探る
D) 100MBを超えるクエリ結果データをダウンロードしています
E) SnowSQLを参照しています
3. Snowflakeでは、キーペア認証の使用に関してどのような推奨事項がありますか？
A) ロールアクセスは、ユーザーアカウントが必要と想定される操作をカバーするように設計する必要があります。
B) オペレーターのアクセスは読み取り専用アクセスに制限されるべきである。
C) キーは、ACCOUNTADMIN ファイルシステムの安全な場所に保管する必要があります。
D) キーペアの回転は自動化されるべきである。
4. 現在のロールが、指定された別のロールから権限を継承しているかどうかを判断するには、どの組み込み関数を使用すればよいですか？
A) IS_ROLE_IN_SESSION
B) INVOKER_ROLE
C) CURRENT_ROLE
D) CURRENT_ROLE_TYPE
5. 検索最適化サービスは、検索アクセスパスをどのように利用するのですか？
A) テーブルデータに対して実行されたすべてのクエリを一覧表示します
B) 各マイクロパーティション内の列レベルの値がどこにあるかを特定することによって
C) データベース内のすべてのデータに対してリアルタイムのインデックスを生成することによって
D) データベース内のすべてのテーブルの最新カタログを作成することにより
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |
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