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Snowflake COF-C03日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Semi-Structured Data | 10% | - Array and object operations - VARIANT data type - Parsing and flattening semi-structured data |
| Topic 2: Virtual Warehouses | 15% | - Cache concepts (warehouse, result, metadata) - Warehouse creation and configuration - Warehouse monitoring and troubleshooting - Multi-cluster warehouses - Warehouse sizing and scaling |
| Topic 3: Data Sharing | 12% | - Shares and reader accounts - Reader account management - Data listing marketplace - Private sharing vs. Data Exchange |
| Topic 4: Performance Optimization & Monitoring | 4% | - Resource optimization techniques - Query profiling and performance tuning - Query history and monitoring |
| Topic 5: Data Loading & Unloading | 15% | - Data unloading and staging - File formats (JSON, CSV, Parquet, AVRO) - Continuous loading with Snowpipe - Data ingestion best practices - Bulk loading with COPY command |
| Topic 6: Account Objects | 8% | - Organizations and accounts structure - Resource monitors - Warehouses, databases, and schemas hierarchy |
| Topic 7: Databases, Tables & Views | 18% | - Table types (permanent, transient, temporary) - Views (standard, materialized, secure) - Column types and sequences - Clustering and micro-partitions - Stored procedures and UDFs - Data manipulation (DML operations) |
| Topic 8: Security & Access Control | 10% | - Authorization (roles, privileges) - Row-level and column-level security - Authentication (SSO, MFA) - Masking policies - Governance best practices |
| Topic 9: Time Travel & Cloning | 10% | - UNDROP and historical data access - Zero-copy cloning - Time travel concepts and retention - Fail-safe concepts |
| Topic 10: Cloud Platform Overview & Snowflake Key Concepts | 8% | - Snowflake architecture layers (storage, compute, services) - Snowflake editions and features - Virtual warehouse concepts and credit usage |
Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:
1. 自動スケーリングモードで仮想ウェアハウスに対してクエリを実行する際に、どの設定が構成されている場合に、追加のクラスターが即座に宣言されますか？
A) MAX_CLUSTER_COUNTが減少し、new_max_clustersがrunning_clustersより小さい
B) MIN_CLUSTER_COUNTが減少し、new_min_clustersがrunning_clustersより小さい
C) MAX_CLUSTER_COUNTが増加し、new_max_clustersがrunning_clustersよりも大きくなりました
D) MIN_CLUSTER_COUNTが増加し、new_min_clustersがrunning_clustersより大きい
2. マルチクラスタ仮想倉庫の目的は何ですか？
A) クエリ最適化を向上させるために、個別のデータウェアハウスを作成する
B) 倉庫のサイズ変更を自動的に行う
C) 仮想ウェアハウスクラスターを構成するコンピューティングノードの種類をユーザーが選択できるようにする
D) 同時クエリのキューイングを排除または削減する
3. 標準保持期間が設定されているテーブルまたはスキーマが削除された場合、どうなりますか？
A) オブジェクトは瞬時にフェイルセーフに移行されます。
B) オブジェクトはデータ保持期間中保持されます。
C) オブジェクトはシステムから即座に削除されます。
D) オブジェクトは保持されますが、関連するすべてのデータは直ちに削除されます。
4. アカウントで使用可能なすべてのネットワークポリシー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) ネットワークポリシーの説明
B) セッションポリシーを表示
C) ネットワークポリシーを表示
D) セッションポリシーの説明
5. テーブルからデータをアンロードする際にサポートされている半構造化ファイル形式はどれですか？(2つ選択してください)。
A) JSON
B) XML
C) パーケット
D) アヴロ
E) ORC
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A,C |
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