To ensure your 100% satisfaction, Professional-Data-Engineer Questions Pdf free demo are available for the certification exam you're going to take before you purchased. All our Professional-Data-Engineer Questions Pdf dumps collection is quite effectively by millions of people that passed Professional-Data-Engineer Questions Pdf real exam and become professionals in IT filed. You will never regret choosing our Professional-Data-Engineer Questions Pdf test answers as your practice materials because we will show you the most authoritative study guide. Our Google Professional-Data-Engineer Questions Pdf study material offers you high-quality training material and helps you have a good knowledge of the Professional-Data-Engineer Questions Pdf actual test. The team members of Goldmile-Infobiz work with a passion to guarantee your success and make you prosperous. Since we are 100% sure of the content we provide a Money Back Guarantee offer!
Google Cloud Certified Professional-Data-Engineer Also it is good for releasing pressure.
To deliver on the commitments of our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Questions Pdf test prep that we have made for the majority of candidates, we prioritize the research and development of our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Questions Pdf test braindumps, establishing action plans with clear goals of helping them get the Google certification. These Professional-Data-Engineer Practice Exam Pdf exam questions dumps are of high quality and are designed for the convenience of the candidates. These are based on the Professional-Data-Engineer Practice Exam Pdf Exam content that covers the entire syllabus.
We have developed three versions of our Professional-Data-Engineer Questions Pdf exam questions. So you can choose the version of Professional-Data-Engineer Questions Pdf training guide according to your interests and habits. And if you buy the value pack, you have all of the three versions, the price is quite preferential and you can enjoy all of the study experiences.
Google Professional-Data-Engineer Questions Pdf - You may try it!
Our company is a well-known multinational company, has its own complete sales system and after-sales service worldwide. In the same trade at the same time, our Professional-Data-Engineer Questions Pdf real study dumps have become a critically acclaimed enterprise, so, if you are preparing for the exam qualification and obtain the corresponding certificate, so our company launched Professional-Data-Engineer Questions Pdf exam questions are the most reliable choice of you. The service tenet of our company and all the staff work mission is: through constant innovation and providing the best quality service, make the Professional-Data-Engineer Questions Pdf question guide become the best customers electronic test study materials. No matter where you are, as long as you buy the Professional-Data-Engineer Questions Pdf real study dumps, we will provide you with the most useful and efficient learning materials. As you can see, the advantages of our research materials are as follows.
The job-hunters face huge pressure because most jobs require both working abilities and profound major knowledge. Passing Professional-Data-Engineer Questions Pdf exam can help you find the ideal job.
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
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: 3
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: 4
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: 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
IIA IIA-CIA-Part3 - A generally accepted view on society is only the professionals engaged in professionally work, and so on, only professional in accordance with professional standards of study materials, as our Google Certified Professional Data Engineer Exam study questions, to bring more professional quality service for the user. Microsoft AZ-204-KR practice materials are typically seen as the tools of reviving, practicing and remembering necessary exam questions for the exam, spending much time on them you may improve the chance of winning. You can free download the demos of our Microsoft DP-900-KR study guide to check our high quality. Pegasystems PEGACPSA24V1 practice materials are highly popular in the market compared with other materials from competitors whether on the volume of sales or content as well. Companies want you to come up with a ISA ISA-IEC-62443 certificate that better proves your strength.
Updated: May 27, 2022