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Databricks-Certified-Data-Engineer-Professional日本語
  • Exam Code: Databricks-Certified-Data-Engineer-Professional
  • Exam Name: Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版)
  • Updated: Jun 01, 2026
  • No. of Questions: 250 Questions and Answers
  • Download Limit: Unlimited
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Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) Sample Questions:

1. スピルは、様々な広範な変換の実行の結果として発生します。しかし、スピルを診断するには、重要な指標を積極的に探す必要があります。
パーティションがディスクに書き込まれていることを示す主なインジケーターのうち 2 つは、Spark UI のどこにありますか?

A) ドライバーとエグゼキューターのログファイル
B) Executor の詳細画面と Executor のログファイル
C) ステージの詳細画面とクエリの詳細画面
D) クエリの詳細画面とジョブの詳細画面
E) ステージの詳細画面とエグゼキュータのログファイル


2. ほぼリアルタイムのワークロードを容易にするために、データエンジニアはDatabricks Auto Loaderのスキーマ検出および進化機能を活用するヘルパー関数を作成しています。この関数は、ソースのスキーマを自動で直接検出し、ソースディレクトリにJSONファイルが到着すると段階的に処理し、新しいフィールドが検出されるとテーブルのスキーマを自動的に進化させます。
関数は以下に空白で表示されます。

指定された要件を満たすために空欄を正しく埋める回答はどれですか?

A)

B)

C)

D)

E)


3. 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) %python
C) // Databricks notebook source
D) -- Databricks notebook source
E) # MAGIC %python


4. データエンジニアリングチームがデプロイメントの自動化を設定しています。Databricks CLI コマンドを使用してワークスペースアセットをリモートでデプロイするには、適切な認証を使用して構成する必要があります。
どの認証方法が最高レベルのセキュリティを提供しますか?

A) 共有ユーザー アカウントとその OAuth クライアント シークレットを使用します。
B) OAuth トークン フェデレーションでサービス プリンシパルを使用します。
C) サービス プリンシパル ID とその OAuth クライアント シークレットを使用します。
D) サービス プリンシパルとその個人アクセス トークンを使用します。


5. データサイエンスチームはMLflowを使用して本番環境モデルを作成し、ログに記録しました。以下のコードは、本番環境モデルを正しくインポートして適用し、予測結果を「customer_id LONG, predictions DOUBLE, date DATE」というスキーマを持つpredsという名前の新しいデータフレームとして出力します。

データサイエンスチームは、予測結果をDelta Lakeテーブルに保存し、すべての予測を時系列で比較できるようにしたいと考えています。チャーン予測は1日に最大1回まで行われます。
潜在的な計算コストを最小限に抑えながらこのタスクを実行するコード ブロックはどれですか。

A)

B) preds.write.mode("append").saveAsTable("churn_preds")
C)

D) preds.write.format("delta").save("/preds/churn_preds")
E)


Solutions:

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

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