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Snowflake COF-C03日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Snowflake Architecture & Core Concepts | 31% | - Snowsight Interface, Core Platform Features - Virtual Warehouses, Clustering, Caching - Cloud Services Layer, Compute Layer, Storage Layer - Databases, Schemas, Objects, Data Types |
| Topic 2: Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features |
| Topic 3: Performance Optimization, Querying & Transformation | 21% | - Cortex AI, Notebooks, Apache Iceberg Tables - Query Processing, Profiling, Optimization - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data |
| Topic 4: Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL - Stages, File Formats, COPY INTO, Snowpipe |
| Topic 5: Account Management & Data Governance | 20% | - Governance: Resource Monitors, Data Masking, Row/Column Security - Security: Network Policies, MFA, Encryption - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance |
Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:
1. Snowflakeで個々のテーブルのストレージ詳細に関する最も詳細な情報をユーザーが取得するにはどうすればよいですか?
A) 外部テーブルを表示するコマンド
B) SHOW TABLESコマンド
C) テーブルストレージメトリクスビュー
D) テーブルビュー
2. ユーザーは、Snowflakeへの認証を行わずに、ステージに保存されているデータにアクセスしたいと考えています。
どのタイプのURLを使用すべきですか?
A) 署名付きURL
B) ステージングされたURL
C) ファイルURL
D) スコープ付きURL
3. SnowparkをSnowflakeと併用するメリットは何ですか?(2つ選択してください。)
A) Snowpark は、ユーザー定義関数 (UDF) を含むすべての操作について、可能な限り多くの作業をソース データベースで実行します。
B) Snowparkを使用すると、既存のSparkコードを仮想ウェアハウス上で再構成することなく実行できます。
C) Snowpark では、Snowflake の外部で別のクラスターを実行する必要はありません。
D) Snowpark は、Snowflake 仮想倉庫内に Spark を自動的にセットアップします。
E) Snowpark は Spark エンジンを使用して最適化された SQL クエリ プランを生成します。
4. テーブルをバックアップする際に、どの手順を踏めばコストを削減できますか?
A) CREATE TABLE AS SELECT、またはCTASステートメントを使用してテーブルをコピーします。
B) テーブルを複製します。
C) テーブルデータを別の地域のアカウントと共有します。
D) テーブルデータをステージにダウンロードします。
5. SnowflakeユーザーがSnowSQLを使用して125GBのファイルを読み込もうとしています。ファイルの読み込みはほぼ丸一日続きます。2時間経過した時点で何が起こるでしょうか?
A) ファイルの一部がコミットされることなく、ファイルの読み込みが中止される可能性があります。
B) ファイルのコンテンツがすべて読み込まれるまで、ファイルの読み込みが続行されます。
C) タイルは読み込みを中断し、その時点までのすべてのデータがコミットされます。
D) ファイルの読み込み許容時間をプログラムで制御することで、Snowflakeへの読み込みを容易にすることができます。
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: B,C | Question # 4 Answer: B | Question # 5 Answer: A |







