If you choose our Professional-Data-Engineer Braindumps practice engine, you are going to get the certification easily. Just make your choice and purchase our Professional-Data-Engineer Braindumps training quiz and start your study now! Everybody wants success, but not everyone has a strong mind to persevere in study. Such a valuable acquisition priced reasonably of our Professional-Data-Engineer Braindumps study guide is offered before your eyes, you can feel assured to take good advantage of. And we give some discounts from time to time on our Professional-Data-Engineer Braindumps exam questions for promoting. Our study material is like a tutor helping you learn, but unlike a tutor who make you spend too much money and time on learning.
Google Cloud Certified Professional-Data-Engineer You can spend more time doing other things.
Google Cloud Certified Professional-Data-Engineer Braindumps - Google Certified Professional Data Engineer Exam That is to say that we can apply our App version on all kinds of eletronic devices, such as IPAD, computer and so on. As long as our Professional-Data-Engineer New Practice Questions Sheet learning material updated, users will receive the most recent information from our Professional-Data-Engineer New Practice Questions Sheet learning materials. So, buy our products immediately!
A lot of things can’t be tried before buying or the product trail will charge a certain fee, but our Professional-Data-Engineer Braindumps exam questions are very different, you can try it free before you buy it. It’s like buying clothes, you only know if it is right for you when you try it on. In the same way, in order to really think about our customers, we offer a free trial version of our Professional-Data-Engineer Braindumps study prep for you, so everyone has the opportunity to experience a free trial version of our Professional-Data-Engineer Braindumps learning materials.
Google Professional-Data-Engineer Braindumps - You will become friends with better people.
The Professional-Data-Engineer Braindumps learning dumps from our company are very convenient for all people, including the convenient buying process, the download way and the study process and so on. Upon completion of your payment, you will receive the email from us in several minutes, and then you will have the right to use the Google Certified Professional Data Engineer Exam test guide from our company. In addition, there are three different versions for all people to choose. According to your actual situation, you can choose the suitable version from our Professional-Data-Engineer Braindumps study question. We believe that the suitable version will help you improve your learning efficiency. It will be very easy for you to pass the exam and get the certification. More importantly, your will spend less time on preparing for Professional-Data-Engineer Braindumps exam than other people.
Every day they are on duty to check for updates of Professional-Data-Engineer Braindumps study materials for providing timely application. We also welcome the suggestions from our customers, as long as our clients propose rationally.
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
Currently, my company has introduced a variety of learning materials, covering almost all the official certification of qualification exams, and each ASQ CMQ-OE practice dump in our online store before the listing, are subject to stringent quality checks within the company. We have clear data collected from customers who chose our Microsoft AZ-204-KR practice braindumps, and the passing rate is 98-100 percent. After using our Huawei H13-921_V1.5 study dumps, users can devote more time and energy to focus on their major and makes themselves more and more prominent in the professional field. To make our Huawei H19-495_V1.0 simulating exam more precise, we do not mind splurge heavy money and effort to invite the most professional teams into our group. SAP C-CPI-2506 - As you know, your company will introduce new talent each year.
Updated: May 27, 2022