Our PDF version of the Professional-Data-Engineer Practice Engine quiz guide is available for customers to print. You can print it out, so you can practice it repeatedly conveniently. And our Professional-Data-Engineer Practice Engine exam torrent make it easy for you to take notes on it so that your free time can be well utilized and you can often consolidate your knowledge. In today's rapid economic development, society has also put forward higher and higher requirements for us. In addition to the necessary theoretical knowledge, we need more skills. We have three versions of Professional-Data-Engineer Practice Engine study materials: the PDF, the Software and APP online and they are made for different habits and preference of you, Our PDF version of Professional-Data-Engineer Practice Engine practice engine is suitable for reading and printing requests.
Google Cloud Certified Professional-Data-Engineer This is a fact that you must see.
We make Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Practice Engine exam prep from exam candidate perspective, and offer high quality practice materials with reasonable prices but various benefits. On one hand, our Professional-Data-Engineer Popular Exams study materials are all the latest and valid exam questions and answers that will bring you the pass guarantee. on the other side, we offer this after-sales service to all our customers to ensure that they have plenty of opportunities to successfully pass their actual exam and finally get their desired certification of Professional-Data-Engineer Popular Exams learning materials.
Once you decide to buy, you will have many benefits like free update lasting one-year and convenient payment mode. We will inform you immediately once there are latest versions of Professional-Data-Engineer Practice Engine test question released. And if you get any questions, please get contact with us, our staff will be online 24/7 to solve your problems all the way.
Google Professional-Data-Engineer Practice Engine - They have always been in a trend of advancement.
One of the significant advantages of our Professional-Data-Engineer Practice Engine exam material is that you can spend less time to pass the exam. People are engaged in modern society. So our goal is to achieve the best learning effect in the shortest time. So our Professional-Data-Engineer Practice Engine test prep will not occupy too much time. You might think that it is impossible to memorize well all knowledge. We can tell you that our Professional-Data-Engineer Practice Engine test prep concentrate on systematic study, which means all your study is logic. Why not give us a chance to prove? Our Professional-Data-Engineer Practice Engine guide question dumps will never let you down.
Market is a dynamic place because a number of variables keep changing, so is the practice materials field of the Professional-Data-Engineer Practice Engine practice exam. Our Professional-Data-Engineer Practice Engine exam dumps are indispensable tool to pass it with high quality and low price.
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 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: 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
SAP C_S4CFI_2402 - We hope that our new design can make study more interesting and colorful. SAP C-BW4H-2404 learning dumps aim to help students learn easily and effectively that has been developed over many years by many industry experts. SAP C-TS414-2023 exam prep look forward to meeting you. As for our Salesforce DEX-403 exam braindump, our company masters the core technology, owns the independent intellectual property rights and strong market competitiveness. Using Microsoft MB-260 exam prep is an important step for you to improve your soft power.
Updated: May 27, 2022