Your selection on the riht tool to help your pass the Professional-Data-Engineer Sample Questions exam and get the according certification matters a lot for the right Professional-Data-Engineer Sample Questions exam braindumps will spread you a lot of time and efforts. Our Professional-Data-Engineer Sample Questions study guide is the most reliable and popular exam product in the marcket for we only sell the latest Professional-Data-Engineer Sample Questions practice engine to our clients and you can have a free trial before your purchase. Simulation of our Professional-Data-Engineer Sample Questions training materials make it possible to have a clear understanding of what your strong points and weak points are and at the same time, you can learn comprehensively about the Professional-Data-Engineer Sample Questions exam. By combining the two aspects, you are more likely to achieve high grades. All of them have passed the exam and got the certificate.
Google Cloud Certified Professional-Data-Engineer It is your right time to make your mark.
Now, let us show you why our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Sample Questions exam questions are absolutely your good option. Everyone's life course is irrevocable, so missing the opportunity of this time will be a pity. During the prolonged review, many exam candidates feel wondering attention is hard to focus.
So 20-30 hours of study is enough for you to deal with the exam. When you get a Professional-Data-Engineer Sample Questions certificate, you will be more competitive than others, so you can get a promotion and your wages will also rise your future will be controlled by yourselves. The questions of our Professional-Data-Engineer Sample Questions guide questions are related to the latest and basic knowledge.
It all starts from our Google Professional-Data-Engineer Sample Questions learning questions.
Only 20-30 hours on our Professional-Data-Engineer Sample Questions learning guide are needed for the client to prepare for the test and it saves our client’s time and energy. Most people may wish to use the shortest time to prepare for the test and then pass the test with our Professional-Data-Engineer Sample Questions study materials successfully because they have to spend their most time and energy on their jobs, learning, family lives and other important things. Our Professional-Data-Engineer Sample Questions study materials can satisfy their wishes and they only spare little time to prepare for exam.
Our Professional-Data-Engineer Sample Questions learning material was compiled from the wisdom and sweat of many industry experts. And it is easy to learn and understand our Professional-Data-Engineer Sample Questions exam questions.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1
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: 2
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: 3
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: 4
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
QUESTION NO: 5
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
We can make sure that our Juniper JN0-649 study materials have the ability to help you solve your problem, and you will not be troubled by these questions above. The exercises and answers of our SAP C-ARCON-2404 exam questions are designed by our experts to perfectly answer the puzzles you may encounter in preparing for the exam and save you valuable time. We can promise that if you buy our products, it will be very easy for you to pass your Oracle 1z0-1047-24 exam and get the certification. If you compare the test to a battle, the examinee is like a brave warrior, and the good ISACA CISM-CN learning materials are the weapon equipments, but if you want to win, then it is essential for to have the good ISACA CISM-CN study guide. With a total new perspective, HashiCorp Terraform-Associate-003 study materials have been designed to serve most of the office workers who aim at getting an exam certification.
Updated: May 27, 2022