The questions and answers of our Professional-Data-Engineer Pdf study tool have simplified the important information and seized the focus and are updated frequently by experts to follow the popular trend in the industry. Because of these wonderful merits the client can pass the exam successfully with high probability. Our Google Certified Professional Data Engineer Exam test torrent boost 99% passing rate and high hit rate so you can have a high probability to pass the exam. If you persist in the decision of choosing our Professional-Data-Engineer Pdf test braindumps, your chance of success will increase dramatically. Only the help from the most eligible team can be useful and that are three reasons that our Google Certified Professional Data Engineer Exam prepare torrent outreach others. This time it will not be illusions for you anymore.
It all starts from our Professional-Data-Engineer Pdf learning questions.
Most people may wish to use the shortest time to prepare for the test and then pass the test with our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Pdf study materials successfully because they have to spend their most time and energy on their jobs, learning, family lives and other important things. And it is easy to learn and understand our Exam Professional-Data-Engineer Cram Questions exam questions. When you see other people in different industry who feel relaxed with high salary, do you want to try another field? And is the difficulty of learning a new piece of knowledge often deterring you? It doesn't matter, now Exam Professional-Data-Engineer Cram Questions practice exam offers you a great opportunity to enter a new industry.
Are you staying up for the Professional-Data-Engineer Pdf exam day and night? Do you have no free time to contact with your friends and families because of preparing for the exam? Are you tired of preparing for different kinds of exams? If your answer is yes, please buy our Professional-Data-Engineer Pdf exam questions, which is equipped with a high quality. We can make sure that our Professional-Data-Engineer Pdf study materials have the ability to help you solve your problem, and you will not be troubled by these questions above.
Google Professional-Data-Engineer Pdf - As the saying goes, Rome is not build in a day.
In order to facilitate the wide variety of users' needs the Professional-Data-Engineer Pdf study guide have developed three models with the highest application rate in the present - PDF, software and online. No matter you are a student, a office staff or even a housewife, you can always find your most situable way to study our Professional-Data-Engineer Pdf exam Q&A. Generally speaking, these three versions of our Professional-Data-Engineer Pdf learning guide can support study on paper, computer and all kinds of eletronic devices. They are quite convenient.
With the rapid development of the world economy, it has been universally accepted that a growing number of people have longed to become the social elite. However, the competition of becoming the social elite is fierce for all people.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1
You have an Apache Kafka Cluster on-prem with topics containing web application logs. You need to replicate the data to Google Cloud for analysis in BigQuery and Cloud Storage. The preferred replication method is mirroring to avoid deployment of Kafka Connect plugins.
What should you do?
A. Deploy the PubSub Kafka connector to your on-prem Kafka cluster and configure PubSub as a Sink connector. Use a Dataflow job to read fron PubSub and write to GCS.
B. Deploy a Kafka cluster on GCE VM Instances. Configure your on-prem cluster to mirror your topics to the cluster running in GCE. Use a Dataproc cluster or Dataflow job to read from Kafka and write to
GCS.
C. Deploy the PubSub Kafka connector to your on-prem Kafka cluster and configure PubSub as a
Source connector. Use a Dataflow job to read fron PubSub and write to GCS.
D. Deploy a Kafka cluster on GCE VM Instances with the PubSub Kafka connector configured as a Sink connector. Use a Dataproc cluster or Dataflow job to read from Kafka and write to GCS.
Answer: B
QUESTION NO: 2
Which Google Cloud Platform service is an alternative to Hadoop with Hive?
A. Cloud Datastore
B. Cloud Bigtable
C. BigQuery
D. Cloud Dataflow
Answer: C
Explanation
Apache Hive is a data warehouse software project built on top of Apache Hadoop for providing data summarization, query, and analysis.
Google BigQuery is an enterprise data warehouse.
Reference: https://en.wikipedia.org/wiki/Apache_Hive
QUESTION NO: 3
You want to use Google Stackdriver Logging to monitor Google BigQuery usage. You need an instant notification to be sent to your monitoring tool when new data is appended to a certain table using an insert job, but you do not want to receive notifications for other tables. What should you do?
A. Using the Stackdriver API, create a project sink with advanced log filter to export to Pub/Sub, and subscribe to the topic from your monitoring tool.
B. In the Stackdriver logging admin interface, enable a log sink export to Google Cloud Pub/Sub, and subscribe to the topic from your monitoring tool.
C. In the Stackdriver logging admin interface, and enable a log sink export to BigQuery.
D. Make a call to the Stackdriver API to list all logs, and apply an advanced filter.
Answer: C
QUESTION NO: 4
You need to create a near real-time inventory dashboard that reads the main inventory tables in your BigQuery data warehouse. Historical inventory data is stored as inventory balances by item and location. You have several thousand updates to inventory every hour. You want to maximize performance of the dashboard and ensure that the data is accurate. What should you do?
A. Use the BigQuery streaming the stream changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly.
B. Use the BigQuery bulk loader to batch load inventory changes into a daily inventory movement table.
Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly.
C. Leverage BigQuery UPDATE statements to update the inventory balances as they are changing.
D. Partition the inventory balance table by item to reduce the amount of data scanned with each inventory update.
Answer: C
QUESTION NO: 5
Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first?
A. Use the Google Cloud Billing API to see what account the warehouse is being billed to.
B. Use Stackdriver Monitoring to see the usage of BigQuery query slots.
C. Get the identity and access management IIAM) policy of each table
D. Use Google Stackdriver Audit Logs to review data access.
Answer: B
Our CyberArk CPC-SEN learning materials provide you with a platform of knowledge to help you achieve your wishes. According to the survey of our company, we have known that a lot of people hope to try the IBM C1000-181 test training materials from our company before they buy the study materials, because if they do not have a try about our study materials, they cannot sure whether the study materials from our company is suitable for them to prepare for the exam or not. In this case, we need a professional Microsoft PL-100 certification, which will help us stand out of the crowd and knock out the door of great company. All the experts in our company are devoting all of their time to design the best Microsoft AZ-800test question for all people. Our company always feedbacks our candidates with highly-qualified SAP C_S4FTR_2023 study guide and technical excellence and continuously developing the most professional SAP C_S4FTR_2023 exam materials.
Updated: May 27, 2022