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Snowflake COF-C03日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Account Management & Data Governance | 20% | - Security: Network Policies, MFA, Encryption - Governance: Resource Monitors, Data Masking, Row/Column Security - Trust Center, Data Lineage, Compliance - Access Control: RBAC, DAC, Roles, Privileges |
| Data Loading, Unloading & Connectivity | 18% | - External Integrations, Connectors, SnowSQL - Stages, File Formats, COPY INTO, Snowpipe - Bulk Load, Streaming, Dynamic Tables - Unloading Data, Export Options |
| Snowflake Architecture & Core Concepts | 31% | - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer - Virtual Warehouses, Clustering, Caching |
| Performance Optimization, Querying & Transformation | 21% | - Query Processing, Profiling, Optimization - SQL Transformations, Semi-structured/Unstructured Data - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines |
| Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features |
Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:
1. Snowflake SCIM API はどのような管理に使用できますか？(2つ選択してください)
A) ユーザー
B) セッションポリシー
C) ネットワークポリシー
D) 統合
E) 役割
2. データ読み込み時のJSONファイル形式とCSVファイル形式の主な違いは何ですか？2つ選択してください。
A) JSONデータはクエリを実行する前にCSV形式に変換する必要があります
B) CSVはフラットな表形式データを保存します。
C) CSVは配列やオブジェクトなどの複雑なデータ型をサポートしています
D) CSVファイルは読み込み時にデータ型を自動的に検出して適用します。
E) JSONは、事前定義されたスキーマなしでVARIANT列にロードできます。
3. 効率的なプルーニングが行われているかどうかを判断するのに役立つクエリプロファイル統計はどれですか？(2つ選択してください。)
A) ネットワーク経由で送信されたバイト数
B) パーティションの合計
C) キャッシュからスキャンされた割合
D) パーティションのスキャンが完了しました
E) バイトがローカルストレージに流出しました
4. Snowflakeによって管理されるコンピューティングリソースまたは機能は、次のうちどれですか？(2つ選択してください)。
A) スノーパイプ
B) COPYコマンドを実行する
C) データを更新中
D) 倉庫の規模拡大
E) 自動クラスタリング
5. 日付と配列が多数含まれるJSONファイルをSnowflakeで処理する必要があります。ユーザーは、データのクエリ時に最適なパフォーマンスを確保したいと考えています。
これはどのように実現できるのでしょうか？
A) バリアントデータ型のテーブルにデータを格納します。テーブルに対してクエリを実行します。
B) データを外部ステージに保存し、その上にビューを作成します。ビューに対してクエリを実行します。
C) データをフラット化し、フラット化されたテーブルに構造化データ型で格納します。テーブルに対してクエリを実行します。
D) データを vai : ant データ型のテーブルに格納し、テーブルのロード時に STRIP_NULL_VALUES を含めます。テーブルをクエリします。
Solutions:
| Question # 1 Answer: A,E | Question # 2 Answer: B,E | Question # 3 Answer: B,D | Question # 4 Answer: A,D | Question # 5 Answer: A |
