To make our Professional-Data-Engineer Resources simulating exam more precise, we do not mind splurge heavy money and effort to invite the most professional teams into our group. Shobhadoshi is a leading platform in this area by offering the most accurate Professional-Data-Engineer Resources exam questions to help our customers to pass the exam. And we are grimly determined and confident in helping you. What's more, the excellent dumps can stand the test rather than just talk about it. Shobhadoshi test dumps can completely stand the test of time. Next, enter the payment page, it is noteworthy that we only support credit card payment, do not support debit card.
Google Cloud Certified Professional-Data-Engineer Resources - Google Certified Professional Data Engineer Exam Time and tide wait for no man. The Dumps Professional-Data-Engineer Collection certification exam training tools contains the latest studied materials of the exam supplied by IT experts. In the past few years, Google certification Dumps Professional-Data-Engineer Collection exam has become an influenced computer skills certification exam.
Our Professional-Data-Engineer Resources practice materials are suitable to exam candidates of different levels. And after using our Professional-Data-Engineer Resources learning prep, they all have marked change in personal capacity to deal with the Professional-Data-Engineer Resources exam intellectually. The world is full of chicanery, but we are honest and professional in this area over ten years.
Perhaps you have wasted a lot of time to playing computer games. It doesn’t matter. It is never too late to change. There is no point in regretting for the past. Our Professional-Data-Engineer Resources exam questions can help you compensate for the mistakes you have made in the past. You will change a lot after learning our Professional-Data-Engineer Resources study materials. And most of all, you will get reward by our Professional-Data-Engineer Resources training engine in the least time with little effort.
If you master all key knowledge points, you get a wonderful score. If you choose our Professional-Data-Engineer Resources exam review questions, you can share fast download.
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
It is known to us that more and more companies start to pay high attention to the IIA IIA-CIA-Part1-CN certification of the candidates. We offer you the most accurate Microsoft PL-600 exam answers that will be your key to pass the certification exam in your first try. After a long period of research and development, our Amazon SOA-C02-KR test questions have been the leader study materials in the field. Preparing for the HP HPE2-B09 real exam is easier if you can select the right test questions and be sure of the answers. And you can free download the demos of the Docker DCA learning quiz.
Updated: May 27, 2022
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 12, 2025
Total Q&As:380
Google Valid Test Professional-Data-Engineer Discount Voucher
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 12, 2025
Total Q&As:380
Google Professional-Data-Engineer Exam Material
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 12, 2025
Total Q&As:380
Google Reliable Test Professional-Data-Engineer Dumps Demo
Free Download