The system is highly flexible, which has short reaction time. So you will quickly get a feedback about your exercises of the Professional-Data-Engineer Free preparation questions. For example, it will note that how much time you have used to finish the Professional-Data-Engineer Free study guide, and how much marks you got for your practice as well as what kind of the questions and answers you are wrong with. The first manifestation is downloading efficiency. A lot of exam candidates these days are facing problems like lacking of time, or lacking of accessible ways to get acquainted with high efficient Professional-Data-Engineer Free guide question like ours. Now we would like to share the advantages of our Professional-Data-Engineer Free study dump to you, we hope you can spend several minutes on reading our introduction; you will benefit a lot from it.
Google Cloud Certified Professional-Data-Engineer Perhaps this is the beginning of your change.
Many exam candidates feel hampered by the shortage of effective Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Free preparation quiz, and the thick books and similar materials causing burden for you. In the process of job hunting, we are always asked what are the achievements and what certificates have we obtained? Therefore, we get the test Google certification and obtain the qualification certificate to become a quantitative standard, and our Professional-Data-Engineer Valid Exam Questions Pdf learning guide can help you to prove yourself the fastest in a very short period of time. Life is short for each of us, and time is precious to us.
The most popular version is the PDF version of Professional-Data-Engineer Free exam prep. The PDF version of Professional-Data-Engineer Free test questions can be printed out to facilitate your learning anytime, anywhere, as well as your own priorities. The PC version of Professional-Data-Engineer Free exam prep is for Windows users.
Our Google Professional-Data-Engineer Free learning guide will be your best choice.
Our company always put the quality of the Professional-Data-Engineer Free practice materials on top priority. In the past ten years, we have made many efforts to perfect our Professional-Data-Engineer Free study materials. Our Professional-Data-Engineer Free study questions cannot tolerate any small mistake. All staff has made great dedication to developing the Professional-Data-Engineer Free exam simulation. Our professional experts are devoting themselves on the compiling and updating the exam materials and our services are ready to guide you 24/7 when you have any question.
With the latest Professional-Data-Engineer Free test questions, you can have a good experience in practicing the test. Moreover, you have no need to worry about the price, we provide free updating for one year and half price for further partnerships, which is really a big sale in this field.
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
Salesforce CRT-450 practice materials can be classified into three versions: the pdf, the software and the app version. If you have some questions about our Fortinet FCP_FMG_AD-7.6 exam braindumps, ask for our after-sales agent, they will solve the problems for you as soon as possible. Unlike many other learning materials, our HP HPE7-A01 study materials are specially designed to help people pass the exam in a more productive and time-saving way, and such an efficient feature makes it a wonderful assistant in personal achievement as people have less spare time nowadays. In today’s society, many enterprises require their employees to have a professional Scaled Agile SAFe-Agilist certification. Goldmile-Infobiz provide training tools included Google certification Salesforce Identity-and-Access-Management-Architect exam study materials and simulation training questions and more importantly, we will provide you practice questions and answers which are very close with real certification exam.
Updated: May 27, 2022