Google Professional-Data-Engineer Examcollection Vce & Exam Professional-Data-Engineer Fees

P.S. Free 2025 Google Professional-Data-Engineer dumps are available on Google Drive shared by PrepAwayPDF: https://drive.google.com/open?id=1xMtQW3LPoUPukOuC2TelpXszLB4Alggw

In the worst-case scenario, if our content fails to deliver and does not match well with your expectations, you can always redeem your paid amount back as we offer a full money-back guarantee (terms and conditions apply). We know that with each passing day syllabus of Professional-Data-Engineer Exam modifies and different inclusions are added. So to combat such problems, we offer regular updates for 1 year straight for free after initial payment to make sure our candidates receive the most up-to-date content for their authentic and safe preparation.

Google Professional Data Engineer exam covers a wide range of topics, including the understanding of the Google Cloud Platform for storing, processing, and analyzing data, designing data processing systems, data modeling, data security, and compliance. Additionally, the exam tests the candidate's knowledge of implementing data pipelines, data transformation and processing, and machine learning models on the Google Cloud Platform. Passing Professional-Data-Engineer Exam demonstrates that the candidate has the skills and knowledge required to design and build data processing systems that meet business requirements and scale efficiently on the Google Cloud Platform.

>> Google Professional-Data-Engineer Examcollection Vce <<

Exam Professional-Data-Engineer Fees - Professional-Data-Engineer Reliable Exam Testking

Our company have the higher class operation system than other companies, so we can assure you that you can start to prepare for the Professional-Data-Engineer exam with our study materials in the shortest time. In addition, if you decide to buy the Professional-Data-Engineer study materials from our company, we can make sure that your benefits will far exceed the costs of you. The rate of return will be very obvious for you. We sincerely reassure all people on the Professional-Data-Engineer Study Materials from our company and enjoy the benefits that our study materials bring.

Google Certified Professional Data Engineer Exam Sample Questions (Q92-Q97):

NEW QUESTION # 92
Which of the following is not possible using primitive roles?

A. Give GroupA owner access and GroupB editor access for all datasets in a project.
B. Give a user access to view all datasets in a project, but not run queries on them.
C. Give a user viewer access to BigQuery and owner access to Google Compute Engine instances.
D. Give UserA owner access and UserB editor access for all datasets in a project.

Answer: B

Explanation:
Explanation
Primitive roles can be used to give owner, editor, or viewer access to a user or group, but they can't be used to separate data access permissions from job-running permissions.
Reference: https://cloud.google.com/bigquery/docs/access-control#primitive_iam_roles

NEW QUESTION # 93
Which SQL keyword can be used to reduce the number of columns processed by BigQuery?

A. LIMIT
B. BETWEEN
C. SELECT
D. WHERE

Answer: C

Explanation:
SELECT allows you to query specific columns rather than the whole table.
LIMIT, BETWEEN, and WHERE clauses will not reduce the number of columns processed by BigQuery.
Reference:
https://cloud.google.com/bigquery/launch-checklist#architecture_design_and_development_checklist

NEW QUESTION # 94
When a Cloud Bigtable node fails, ____ is lost.

A. all data
B. no data
C. the time dimension
D. the last transaction

Answer: B

Explanation:
Explanation
A Cloud Bigtable table is sharded into blocks of contiguous rows, called tablets, to help balance the workload of queries. Tablets are stored on Colossus, Google's file system, in SSTable format. Each tablet is associated with a specific Cloud Bigtable node.
Data is never stored in Cloud Bigtable nodes themselves; each node has pointers to a set of tablets that are stored on Colossus. As a result:
Rebalancing tablets from one node to another is very fast, because the actual data is not copied. Cloud Bigtable simply updates the pointers for each node.
Recovery from the failure of a Cloud Bigtable node is very fast, because only metadata needs to be migrated to the replacement node.
When a Cloud Bigtable node fails, no data is lost
Reference: https://cloud.google.com/bigtable/docs/overview

NEW QUESTION # 95
One of your encryption keys stored in Cloud Key Management Service (Cloud KMS) was exposed. You need to re-encrypt all of your CMEK-protected Cloud Storage data that used that key. and then delete the compromised key. You also want to reduce the risk of objects getting written without customer-managed encryption key (CMEK protection in the future. What should you do?

A. Rotate the Cloud KMS key version. Continue to use the same Cloud Storage bucket.
B. Create a new Cloud KMS key. Create a new Cloud Storage bucket configured to use the new key as the default CMEK key. Copy all objects from the old bucket to the new bucket without specifying a key.
C. Create a new Cloud KMS key. Create a new Cloud Storage bucket. Copy all objects from the old bucket to the new one bucket while specifying the new Cloud KMS key in the copy command.
D. Create a new Cloud KMS key. Set the default CMEK key on the existing Cloud Storage bucket to the new one.

Answer: C

Explanation:
To re-encrypt all of your CMEK-protected Cloud Storage data after a key has been exposed, and to ensure future writes are protected with a new key, creating a new Cloud KMS key and a new Cloud Storage bucket is the best approach. Here's why option C is the best choice:
Re-encryption of Data:
By creating a new Cloud Storage bucket and copying all objects from the old bucket to the new bucket while specifying the new Cloud KMS key, you ensure that all data is re-encrypted with the new key.
This process effectively re-encrypts the data, removing any dependency on the compromised key.
Ensuring CMEK Protection:
Creating a new bucket and setting the new CMEK as the default ensures that all future objects written to the bucket are automatically protected with the new key.
This reduces the risk of objects being written without CMEK protection.
Deletion of Compromised Key:
Once the data has been copied and re-encrypted, the old key can be safely deleted from Cloud KMS, eliminating the risk associated with the compromised key.
Steps to Implement:
Create a New Cloud KMS Key:
Create a new encryption key in Cloud KMS to replace the compromised key.
Create a New Cloud Storage Bucket:
Create a new Cloud Storage bucket and set the default CMEK to the new key.
Copy and Re-encrypt Data:
Use the gsutil tool to copy data from the old bucket to the new bucket while specifying the new CMEK key:
gsutil -o "GSUtil:gs_json_api_version=2" cp -r gs://old-bucket/* gs://new-bucket/ Delete the Old Key:
After ensuring all data is copied and re-encrypted, delete the compromised key from Cloud KMS.
Reference:
Cloud KMS Documentation
Cloud Storage Encryption
Re-encrypting Data in Cloud Storage

NEW QUESTION # 96
Which of the following IAM roles does your Compute Engine account require to be able to run pipeline jobs?

A. dataflow.viewer
B. dataflow.worker
C. dataflow.compute
D. dataflow.developer

Answer: B

Explanation:
The dataflow.worker role provides the permissions necessary for a Compute Engine service account to execute work units for a Dataflow pipeline Reference: https://cloud.google.com/dataflow/access-control

NEW QUESTION # 97
......

PrepAwayPDF allows all visitors to try a free demo of Professional-Data-Engineer pdf questions and practice tests to assess the quality of our Professional-Data-Engineer study material. Your money is 100% secure as we will ensure that you crack the Google Professional-Data-Engineer test on the first attempt. You will also enjoy 24/7 efficient support from our customer support team before and after the purchase of Google Professional-Data-Engineer Exam Dumps. If you face any issues while using our Professional-Data-Engineer PDF dumps or Professional-Data-Engineer practice exam software (desktop and web-based), contact PrepAwayPDF customer service for guidance.

Exam Professional-Data-Engineer Fees: https://www.prepawaypdf.com/Google/Professional-Data-Engineer-practice-exam-dumps.html

What's more, part of that PrepAwayPDF Professional-Data-Engineer dumps now are free: https://drive.google.com/open?id=1xMtQW3LPoUPukOuC2TelpXszLB4Alggw