Exam Name: Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版)
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Reference: https://www.databricks.com/learn/certification/data-engineer-associate
Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版) Sample Questions:
あるデータエンジニアはDatabricksにPythonノートブックを持っていますが、セル内の特定のタスクを実行するためにSQLを使用する必要があります。他のすべてのセルでは、それらのセルに変更を加えることなくPythonを使用できるようにしたいと考えています。
データ エンジニアが Python ノートブックのセル内で SQL を使用する方法を説明しているのは次のどれですか。
- A. セル内にSQL構文を記述するだけで済みます
- B. セルをDatabricksクラスタではなくSQLエンドポイントに接続できます
- C. ノートブックのデフォルト言語をSQLに変更できます
- D. PythonノートブックではSQLは使用できません
- E. セルの最初の行に%sqlを追加できます
Correct Answer: E 🗳️
外部テーブルを使用するシナリオを特定します。
データ エンジニアは、Parquet Bronze テーブルを作成し、それが外部の場所の特定のパスに保存されるようにする必要があります。
このシナリオではどのテーブルを作成できますか?
- A. 場所が外部場所の特定のパスを指している管理対象テーブル。
- B. スキーマが外部場所の特定のパスを指す場所を管理している外部テーブル。
- C. カタログが外部場所の特定のパスを指す管理場所を持つ管理テーブル。
- D. 場所が外部場所の特定のパスを指している外部テーブル。
Correct Answer: D 🗳️
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データエンジニアは、タスクAが成功し、かつタスクBが失敗した場合にのみタスクCを実行する必要がある。この条件付きロジックを実装する依存関係構成はどれか？
- A. タスク C を実行する前に、タスク A と B の dbutils.jobs.taskValues をチェックする Python タスクを作成します。
- B. タスク C は、条件ウィジェットを使用して、タスク A (すべて完了) とタスク B (すべて完了) に依存します。
- C. タスク C はタスク A (成功) に依存しており、タスク B は負の依存関係として記載されています。
- D. タスク C は 2 つの依存関係チェーンを使用します。タスク A はすべて成功し、タスク B は少なくとも 1 つが失敗します。
Correct Answer: D 🗳️
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次のシナリオのうち、データ エンジニアが INSERT INTO コマンドの代わりに MERGE INTO コマンドを使用する必要があるのはどれですか。
- A. ソーステーブルを削除できる場合
- B. ソースがデルタテーブルではない場合
- C. データの場所を変更する必要がある場合
- D. 対象テーブルに重複レコードを含めることができない場合
- E. 対象テーブルが外部テーブルの場合
Correct Answer: D 🗳️
ワークフローがスケジュールどおりにトリガーされるようにするには、データ エンジニアはどの方法を適用する必要がありますか?
- A. スケジュールされたワークフローは、手動で停止されるまで継続的に実行されます。
- B. スケジュールされたワークフローは、構成されたソースにデータが到着するとそれを処理します。
- C. スケジュールされたワークフローでは、クラスターがパイプラインを実行するのに十分な時間だけ実行されるため、リソースの消費と費用を削減できます。
- D. スケジュールされたワークフローでは常時実行されるクラスターが必要です。これはコストは高くなりますが、処理の遅延は短縮されます。
Correct Answer: C 🗳️
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