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Snowflake COF-C03日本語 Exam Syllabus Topics:

SectionWeightObjectives
Performance Optimization, Querying & Transformation21%- Materialized Views, Streams, Tasks, Pipelines
- Cortex AI, Notebooks, Apache Iceberg Tables
- SQL Transformations, Semi-structured/Unstructured Data
- Query Processing, Profiling, Optimization
Snowflake Architecture & Core Concepts31%- Snowsight Interface, Core Platform Features
- Databases, Schemas, Objects, Data Types
- Cloud Services Layer, Compute Layer, Storage Layer
- Virtual Warehouses, Clustering, Caching
Account Management & Data Governance20%- Security: Network Policies, MFA, Encryption
- Access Control: RBAC, DAC, Roles, Privileges
- Governance: Resource Monitors, Data Masking, Row/Column Security
- Trust Center, Data Lineage, Compliance
Data Collaboration & Protection10%- Data Protection, Retention, Time Travel, Fail-safe
- Secure Data Sharing, Listings, Marketplace
- Data Clean Rooms, Collaboration Features
Data Loading, Unloading & Connectivity18%- Stages, File Formats, COPY INTO, Snowpipe
- Bulk Load, Streaming, Dynamic Tables
- Unloading Data, Export Options
- External Integrations, Connectors, SnowSQL

Snowflake SnowPro® Core Certification (COF-C03日本語版) Sample Questions:

1. Snowflakeデータ交換の主要な機能について、以下の記述のうちどれが当てはまりますか?(2つ選択してください。)

A) データ交換機能を使用すると、アカウントはSnowflake以外の第三者とデータを共有できます。
B) データ交換機能を使用すると、アカウントのグループ間でデータを非公開で共有できます。
C) データ交換におけるデータの共有は双方向です。アカウントは、一部のデータセットの提供者にも、他のデータセットの消費者にもなれます。
D) アカウントがデータ交換に登録されている場合、Snowflake Marketplace へのアクセス権を失います。
E) データ交換機能は、エンタープライズ版以上のアカウントではデフォルトで利用可能です。


2. これらのクエリプロファイルメトリックは、クエリのマイクロパーティションプルーニングについて何を示しているのでしょうか?

A) クエリはローカルディスクキャッシュを使用しており、プルーニングは不要でした。
B) 実行中にマイクロパーティションは削除されませんでした。
C) スキャンされたバイト数が結果に書き込まれたバイト数よりも少ないため、何らかの剪定が行われました。
D) クエリされたデータのサイズが小さすぎて、マイクロパーティションのプルーニングがトリガーされませんでした。


3. リレーショナルテーブルからJSONにデータをアンロードする関数はどれですか?

A) TO_OBJECT
B) TO_JSON
C) オブジェクト構築
D) TO_VARIANT


4. ほぼリアルタイムのデータ取り込みを行い、データがほぼ即座に分析に利用可能になるようにするには、どの機能を使用すべきでしょうか?

A) Streams
B) The COPY INTO < table > command
C) Snowpipe
D) Snowpipe Streaming


5. データをファイルに書き込む際に、NULL値を空の文字列に置き換えるオプションはどれですか?

A) null_if= ( ' ' )
B) EMPTY_FIELD_AS_NULL = TRUE
C) null_if=( ' NULL ' )
D) FIELD_OPTIONALLY_ENCLOSED_BY = NONE


Solutions:

Question # 1
Answer: B,C
Question # 2
Answer: D
Question # 3
Answer: B
Question # 4
Answer: D
Question # 5
Answer: A

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