Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) : Databricks-Certified-Data-Engineer-Professional日本語 Exam

  • Exam Code: Databricks-Certified-Data-Engineer-Professional-JPN
  • Exam Name: Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版)
  • Updated: Jun 22, 2026
  • Q & A: 250 Questions and Answers

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Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) Sample Questions:

1. データエンジニアは、共同ワークスペース内のDatabricksジョブのACLを構成する際に、最小権限の原則を適用したいと考えています。データエンジニアはどのようなアプローチを採用すべきでしょうか?

A) アクセスの問題を回避するために、すべてのユーザーにすべてのジョブに対する CAN MANAGE 権限を付与します。
B) 各ジョブでの役割に必要な最小限の権限レベル (例: CAN RUN または CAN VIEW) のみをユーザーに割り当てます。
C) すべてのユーザーに CAN RUN 権限を付与し、単一の管理グループに CAN MANAGE 権限を付与します。
D) フォルダー レベルの権限のみを使用し、個々のジョブに権限を設定することは避けてください。


2. DevOpsチームは、ジョブUIを使用して、毎日実行するようにスケジュールされたノートブックのコレクションとして、本番環境ワークロードを構成しました。チームに新しく加わったデータエンジニアリング担当者が、本番環境のロジックを確認するために、これらのノートブックの1つへのアクセスをリクエストしています。
運用コードやデータに偶発的な変更を加えることなく、ユーザーに付与できるノートブックの権限の最大限度は何ですか?

A) 権限がありません
B) 読み取り可能
C) 編集可能
D) 実行可能
E) 管理可能


3. Databricks で最も一般的なデータの場所の 2 つは、DBFS ルート ストレージと、dbutils.fs.mount() でマウントされた外部オブジェクト ストレージです。
次の記述のうち正しいものはどれですか?

A) マウントされたストレージ ボリュームには完全なパブリック読み取りおよび書き込み権限が必要であるため、DBFS ルートはデータを保存する最も安全な場所です。
B) Databricks ノートブックで %sh を使用する場合、DBFS ルートにもマウントされたストレージにもアクセスできません。
C) デフォルトでは、DBFS ルートとマウントされたデータ ソースの両方にアクセスできるのはワークスペース管理者のみです。
D) DBFS は、Unix ファイル システムと同様の構文と保証を使用して、オブジェクト ストレージに保存されているファイルとユーザーが対話できるようにするファイル システム プロトコルです。
E) DBFS ルートはドライバーに接続された一時的なブロック ボリュームにファイルを保存し、マウントされたディレクトリはセッション間で保存されたデータを常に外部ストレージに保持します。


4. テキスト エディターで表示すると、Databricks Python ノートブックの最初の行は何になりますか?

A) # Databricks notebook source
B) // Databricks notebook source
C) # MAGIC %python
D) %python
E) -- Databricks notebook source


5. セキュリティ分析パイプラインでは、数十億の生の接続ログを地理位置情報データで強化する必要があります。
参加は、各イベントのアドレスがどの IPv4 範囲に該当するかを見つけることにかかっています。
表1: network_events (50億行)
イベントID ip_int
42 3232235777
表2: ip_ranges (200万行)
start_ip_int end_ip_int 国
3232235520 3232236031 米国
クエリは現在非常に遅いです:
n.event_id、n.ip_int、r.countryを選択します。
network_events n から
結合ip_ranges r
n.ip_int が r.start_ip_int と r.end_ip_int の間です。
ロジックを維持しながらクエリを最も劇的に高速化するには、どの変更が必要ですか?

A) ブロードキャストヒントを追加します: ip_ranges に /*+ BROADCAST(r) */ を追加します。
B) 範囲結合ヒント /*+ RANGE_JOIN(r, 65536) */ を追加します。
C) spark.sql.shuffle.partitions を 200 から 10000 に増やします。
D) /*+ MERGE(r) */ を使用してソートマージ結合を強制します。


Solutions:

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

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