We always strictly claim for our Professional-Data-Engineer Exam Content study materials must be the latest version, to keep our study materials up to date, we constantly review and revise them to be at par with the latest Google syllabus for Professional-Data-Engineer Exam Content exam. This feature has been enjoyed by over 80,000 takes whose choose our study materials. The one who choose our study materials that consider our website as the top preparation material seller for Professional-Data-Engineer Exam Content study materials, and inevitable to carry all candidates the finest knowledge on exam syllabus contents. Don't worry about channels to the best Professional-Data-Engineer Exam Content study materials so many exam candidates admire our generosity of offering help for them. Up to now, no one has ever challenged our leading position of this area. As long as our Professional-Data-Engineer Exam Content learning material updated, users will receive the most recent information from our Professional-Data-Engineer Exam Content learning materials.

Google Cloud Certified Professional-Data-Engineer In fact, you do not need other reference books.

Shobhadoshi follows the career ethic of providing the first-class Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Exam Content practice questions for you. Through the learning materials and exam practice questions and answers provided by Shobhadoshi, we can ensure you have a successful challenge when you are the first time to participate in the Google certification Professional-Data-Engineer New Exam Camp Sheet exam. Above all, using Shobhadoshi you do not spend a lot of time and effort to prepare for the exam.

Just come to buy our Professional-Data-Engineer Exam Content learning guide and you will love it. Professional-Data-Engineer Exam Content study materials can expedite your review process, inculcate your knowledge of the exam and last but not the least, speed up your pace of review dramatically. The finicky points can be solved effectively by using our Professional-Data-Engineer Exam Content exam questions.

Google Professional-Data-Engineer Exam Content - As well as our after-sales services.

Shobhadoshi's Google Professional-Data-Engineer Exam Content exam training materials are the necessities of each of candidates who participating in the IT certification. With this training material, you can do a full exam preparation. So that you will have the confidence to win the exam. Shobhadoshi's Google Professional-Data-Engineer Exam Content exam training materials are highly targeted. Not every training materials on the Internet have such high quality. Only Shobhadoshi could be so perfect.

Then our experts have carefully summarized all relevant materials of the Professional-Data-Engineer Exam Content exam. Also, annual official test is also included.

Professional-Data-Engineer PDF DEMO:

QUESTION NO: 1
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: 2
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: 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
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

QUESTION NO: 5
You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store:
* The user profile: What the user likes and doesn't like to eat
* The user account information: Name, address, preferred meal times
* The order information: When orders are made, from where, to whom
The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use?
A. BigQuery
B. Cloud Datastore
C. Cloud SQL
D. Cloud Bigtable
Answer: A

SAP C_WME_2506 - Do you feel headache looking at so many IT certification exams and so many exam materials? What should you do? Which materials do you choose? If you don't know how to choose, I choose your best exam materials for you. SAP C_TFG61_2405 - If you are interested in our products, I believe that after your trial, you will certainly not hesitate to buy it. Nutanix NCP-MCI-6.10 - What's more, Shobhadoshi provides you with the most excellent service. RedHat EX374 - Therefore, our Google Certified Professional Data Engineer Exam guide torrent is attributive to high-efficient learning. What's more, it is the best recognition for us that you obtain the Microsoft PL-600 exam certification.

Updated: May 27, 2022