Actually we eliminate the barriers blocking you from our Professional-Data-Engineer Test Dumps.Zip practice materials. All types of our Professional-Data-Engineer Test Dumps.Zip exam questions are priced favorably on your wishes. Obtaining our Professional-Data-Engineer Test Dumps.Zip study guide in the palm of your hand, you can achieve a higher rate of success. Only by regular practice can you ingest more useful information than others. And our Professional-Data-Engineer Test Dumps.Zip exam questions can help you change your fate and choosing our Professional-Data-Engineer Test Dumps.Zip preparation materials is foreshadow of your success. If you have made up your mind to get respect and power, the first step you need to do is to get the Professional-Data-Engineer Test Dumps.Zip certification, because the certification is a reflection of your ability.
Google Cloud Certified Professional-Data-Engineer You won’t regret your decision of choosing us.
Google Cloud Certified Professional-Data-Engineer Test Dumps.Zip - Google Certified Professional Data Engineer Exam They have the same questions and answers but with different using methods. Experts left notes for your reference, and we believe with their notes things will be easier. In addition, the new supplementary will be sent to your mailbox if you place order this time with beneficial discounts at intervals.
We often ask, what is the purpose of learning? Why should we study? Why did you study for Professional-Data-Engineer Test Dumps.Zipexam so long? As many people think that, even if one day we forget the formula for the area of a triangle, we can still live very well, but if it were not for the knowledge of learning Professional-Data-Engineer Test Dumps.Zip exam and try to obtain certification, how can we have the opportunity to good to future life? So, the examination is necessary, only to get the test Professional-Data-Engineer Test Dumps.Zip certification, get a certificate, to prove better us, to pave the way for our future life.
Google Professional-Data-Engineer Test Dumps.Zip - And a brighter future is waiting for you.
Professional-Data-Engineer Test Dumps.Zip test questions have so many advantages that basically meet all the requirements of the user. If you have good comments or suggestions during the trial period, you can also give us feedback in a timely manner. Our study materials will give you a benefit as Thanks, we do it all for the benefits of the user. Professional-Data-Engineer Test Dumps.Zip study materials look forward to your joining in.
It is also known to us that passing the exam is not an easy thing for many people, so a good study method is very important for a lot of people, in addition, a suitable study tool is equally important, because the good and suitable Professional-Data-Engineer Test Dumps.Zip reference guide can help people pass the exam in a relaxed state. We are glad to introduce the Professional-Data-Engineer Test Dumps.Zip certification dumps from our company to you.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1
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: 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
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: 4
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: 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
NAHQ CPHQ - You can improve your confidence in the exam by learning about real exams through our free demo. In order to meet the different demands of the different customers, these experts from our company have designed three different versions of the CompTIA N10-009 reference guide. SAP C-BCBAI-2509 - If you haven't found the right materials yet, please don't worry. Cloud Security Alliance CCSK - No one complain about the complexity of their jobs. With the SAP C_BCBAI_2509 certification, your life will be changed thoroughly for you may find better jobs and gain higher incomes to lead a better life style.
Updated: May 27, 2022