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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Time Travel & Cloning | 10% | - Zero-copy cloning - UNDROP and historical data access - Time travel concepts and retention - Fail-safe concepts |
| Topic 2: Databases, Tables & Views | 18% | - Table types (permanent, transient, temporary) - Column types and sequences - Stored procedures and UDFs - Views (standard, materialized, secure) - Data manipulation (DML operations) - Clustering and micro-partitions |
| Topic 3: Security & Access Control | 10% | - Row-level and column-level security - Authentication (SSO, MFA) - Governance best practices - Masking policies - Authorization (roles, privileges) |
| Topic 4: Data Sharing | 12% | - Data listing marketplace - Shares and reader accounts - Reader account management - Private sharing vs. Data Exchange |
| Topic 5: Data Loading & Unloading | 15% | - Data unloading and staging - Continuous loading with Snowpipe - File formats (JSON, CSV, Parquet, AVRO) - Data ingestion best practices - Bulk loading with COPY command |
| Topic 6: Performance Optimization & Monitoring | 4% | - Resource optimization techniques - Query history and monitoring - Query profiling and performance tuning |
| 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: Semi-Structured Data | 10% | - Array and object operations - VARIANT data type - Parsing and flattening semi-structured data |
| Topic 9: Virtual Warehouses | 15% | - Warehouse monitoring and troubleshooting - Cache concepts (warehouse, result, metadata) - Warehouse creation and configuration - Warehouse sizing and scaling - Multi-cluster warehouses |
| Topic 10: Account Objects | 8% | - Warehouses, databases, and schemas hierarchy - Resource monitors - Organizations and accounts structure |
1. クエリプロファイルを確認する際、クエリが大きすぎてメモリに収まらないことを示す兆候は何ですか?
A) 単一の結合ノードがクエリ時間の50%以上を消費している
B) スキャンされたパーティション数はパーティションの総数と等しい
C) AggregateOperacorノードが存在します
D) クエリがリモートストレージに書き込まれています
2. データ交換管理者は、ユーザーにデータ交換へのアカウントアクセス権をどのように付与できますか?
A) インポート共有権限を有効にし、この権限をユーザーに付与します。
B) ユーザーをデータ交換に追加します。
C) ユーザーにUSERADMINロールを付与します。
D) データ交換用の新しいデータベースを作成し、ユーザーにアクセス権を付与します。
3. Snowflakeのどのサービスがクラウドサービス層で管理されていますか?
A) インフラ管理
B) ファイル圧縮
C) データストレージ
D) クエリ処理
4. ユーザーがアクセス権限を持つすべてのファイル形式を一覧表示するには、どのコマンドを使用すればよいですか?
A) ファイル形式を表示
B) ファイル形式の説明
C) ファイル形式を変更する
D) リスト
5. データ交換において、掲載情報からデータを取得または要求できるのは誰ですか?(2つ選択してください)。
A) ORGADMINロールを持つユーザー
B) システム管理者ロールを持つユーザー
C) ACCOUNTADMINロールを持つユーザー
D) 管理権限を持つユーザー
E) インポート共有権限を持つユーザー
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C,E |
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