Targeting exam candidates of the exam, we have helped over tens of thousands of exam candidates achieved success now. So you can be successful by make up your mind of our Professional-Data-Engineer Lab Questions training guide. After our practice materials were released ten years ago, they have been popular since then and never lose the position of number one in this area. The price of our Professional-Data-Engineer Lab Questions learning guide is among the range which you can afford and after you use our Professional-Data-Engineer Lab Questions study materials you will certainly feel that the value of the Professional-Data-Engineer Lab Questions exam questions far exceed the amount of the money you pay for the pass rate of our practice quiz is 98% to 100% which is unmarched in the market. Choosing our Professional-Data-Engineer Lab Questions study guide equals choosing the success and the perfect service. Are you still satisfied with your present job? Do you still have the ability to deal with your job well? Do you think whether you have the competitive advantage when you are compared with people working in the same field? If your answer is no，you are a right place now.
But our Professional-Data-Engineer Lab Questions exam questions have made it.
We have clear data collected from customers who chose our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Lab Questions training engine, the passing rate is 98-100 percent. Every page is carefully arranged by our experts with clear layout and helpful knowledge to remember. Our Latest Test Professional-Data-Engineer Bootcamp exam questions just focus on what is important and help you achieve your goal.
with our Professional-Data-Engineer Lab Questions exam dumps for 20 to 30 hours, we can claim that our customers are confident to take part in your Professional-Data-Engineer Lab Questions exam and pass it for sure. In the progress of practicing our Professional-Data-Engineer Lab Questions study materials, our customers improve their abilities in passing the Professional-Data-Engineer Lab Questions exam, we also upgrade the standard of the exam knowledge. Therefore, this indeed helps us establish a long-term cooperation relationship on our exam braindumps.
Google Professional-Data-Engineer Lab Questions - So you can have wide choices.
In order to make sure your whole experience of buying our Professional-Data-Engineer Lab Questions prep guide more comfortable, our company will provide all people with 24 hours online service. The experts and professors from our company designed the online service system for all customers. If you decide to buy the Professional-Data-Engineer Lab Questions study braindumps from our company, we can make sure that you will have the opportunity to enjoy the best online service provided by our excellent online workers. If you purchasing the Professional-Data-Engineer Lab Questions test practice files designed by many experts and professors from our company, we can promise that our online workers are going to serve you day and night during your learning period. If you have any questions about our study materials, you can send an email to us, and then the online workers from our company will help you solve your problem in the shortest time. So do not hesitate to buy our Professional-Data-Engineer Lab Questions prep guide.
We believe that our study materials will have the ability to help all people pass their Professional-Data-Engineer Lab Questions exam and get the related exam in the near future. 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 Lab Questions exam with our study materials in the shortest time.
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 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: 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
Through our investigation and analysis of the real problem over the years, our CompTIA XK0-006 prepare questions can accurately predict the annual CompTIA XK0-006 exams. In fact, our ACFE CFE-Investigation exam questions have helped tens of thousands of our customers successfully achieve their certification. If you want to progress and achieve their ideal life, if you are not satisfied with life now, if you still use the traditional methods by exam, so would you please choose the CISI IFC test materials, it will surely make you shine at the moment. We have three versions of our CompTIA CAS-005 exam braindumps: the PDF, the Software and the APP online. Our CIPS L4M4 training materials are designed to help users consolidate what they have learned, will add to the instant of many training, the user can test their learning effect in time after finished the part of the learning content, have a special set of wrong topics in our CIPS L4M4 guide dump, enable users to find their weak spot of knowledge in this function, iterate through constant practice, finally reach a high success rate.
Updated: May 27, 2022