Shobhadoshiは同業の中でそんなに良い地位を取るの原因は弊社のかなり正確な試験の練習問題と解答そえに迅速の更新で、このようにとても良い成績がとられています。そして、弊社が提供した問題集を安心で使用して、試験を安心で受けて、君のGoogle Professional-Data-Engineer問題集認証試験の100%の合格率を保証しますす。ShobhadoshiにたくさんのIT専門人士がいって、弊社の問題集に社会のITエリートが認定されて、弊社の問題集は試験の大幅カーバして、合格率が100%にまで達します。 Shobhadoshiの専門家チームは彼らの経験と知識を利用して長年の研究をわたって多くの人は待ちに待ったGoogleのProfessional-Data-Engineer問題集「Google Certified Professional Data Engineer Exam」認証試験について教育資料が完成してから、大変にお客様に歓迎されます。Shobhadoshiの模擬試験は真実の試験問題はとても似ている専門家チームの勤労の結果としてとても値打ちがあります。 GoogleのProfessional-Data-Engineer問題集試験に合格することは容易なことではなくて、良い訓練ツールは成功の保証でShobhadoshiは君の試験の問題を準備してしまいました。
あなたはキャリアで良い昇進のチャンスを持ちたいのなら、ShobhadoshiのGoogleのProfessional-Data-Engineer - Google Certified Professional Data Engineer Exam問題集「Google Certified Professional Data Engineer Exam」試験トレーニング資料を利用してGoogleの認証の証明書を取ることは良い方法です。 しかし、どのようにより良い仕事を行うことができますか。ITが好きですか。
ShobhadoshiのGoogleのProfessional-Data-Engineer問題集試験トレーニング資料を持っていたら、試験に対する充分の準備がありますから、安心に利用したください。Shobhadoshiは優れたIT情報のソースを提供するサイトです。Shobhadoshiで、あなたの試験のためのテクニックと勉強資料を見つけることができます。
Shobhadoshiは専門的で、たくさんの受験生のために、君だけのために存在するのです。それは正確的な試験の内容を保証しますし、良いサービスで、安い価格で営業します。Shobhadoshiがあれば、GoogleのProfessional-Data-Engineer問題集試験に合格するのは心配しません。Shobhadoshiは君が最も早い時間でGoogleのProfessional-Data-Engineer問題集試験に合格するのを助けます。私たちは君がITエリートになるのに頑張ります。
一回だけでGoogleのProfessional-Data-Engineer問題集試験に合格したい?Shobhadoshiは君の欲求を満たすために存在するのです。Shobhadoshiは君にとってベストな選択になります。
QUESTION NO: 1
You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers.
A. Publisher throughput quota is too small.
B. The subscriber code cannot keep up with the messages.
C. The subscriber code does not acknowledge the messages that it pulls.
D. Error handling in the subscriber code is not handling run-time errors properly.
E. Total outstanding messages exceed the 10-MB maximum.
Answer: B,D
QUESTION NO: 2
You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do?
A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery
B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query
BigQuery and combine the data programmatically with the data stored in Google Cloud Storage.
C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore
D. Load the data every 30 minutes into a new partitioned table in BigQuery.
Answer: D
QUESTION NO: 3
Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)?
A. A Dataproc cluster cannot have only preemptible workers.
B. Preemptible workers cannot store data.
C. Preemptible workers cannot use persistent disk.
D. If a preemptible worker is reclaimed, then a replacement worker must be added manually.
Answer: A,B
Explanation
The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster:
Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data.
Preemptibles added to a Cloud Dataproc cluster only function as processing nodes.
No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters.
Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS.
The managed group automatically re-adds workers lost due to reclamation as capacity permits.
Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 4
MJTelco is building a custom interface to share data. They have these requirements:
* They need to do aggregations over their petabyte-scale datasets.
* They need to scan specific time range rows with a very fast response time (milliseconds).
Which combination of Google Cloud Platform products should you recommend?
A. Cloud Datastore and Cloud Bigtable
B. Cloud Bigtable and Cloud SQL
C. BigQuery and Cloud Bigtable
D. BigQuery and Cloud Storage
Answer: C
QUESTION NO: 5
You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do?
A. Recreate the table with a partitioning column and clustering column.
B. Create a separate table for each I
C. Use the LIMIT keyword to reduce the number of rows returned.
D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed.
Answer: C
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Updated: May 27, 2022
試験コード:Professional-Data-Engineer
試験名称:Google Certified Professional Data Engineer Exam
最近更新時間:2025-06-14
問題と解答:全 380 問
Google Professional-Data-Engineer ブロンズ教材
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試験コード:Professional-Data-Engineer
試験名称:Google Certified Professional Data Engineer Exam
最近更新時間:2025-06-14
問題と解答:全 380 問
Google Professional-Data-Engineer テスト対策書
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試験コード:Professional-Data-Engineer
試験名称:Google Certified Professional Data Engineer Exam
最近更新時間:2025-06-14
問題と解答:全 380 問
Google Professional-Data-Engineer 科目対策
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