We have three packages of the Professional-Data-Engineer Test King study materials: the PDF, Software and APP online and each one of them has its respect and different advantages. So you can choose as you like accoding to your study interest and hobbies. We strongly advise you to purchase all three packages of the Professional-Data-Engineer Test King exam questions. We guarantee you 100% to pass the exam. Make the tough decision to choose our Shobhadoshi Google Professional-Data-Engineer Test King exam training materials please. We know very clearly about the lack of high-quality and high accuracy exam materials online.

Professional-Data-Engineer Test King Exam is a milestone in your career.

Our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test King exam software is developed by our IT elite through analyzing real Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test King exam content for years, and there are three version including PDF version, online version and software version for you to choose. Do you want to pass the Google Latest Professional-Data-Engineer Demo exam better and faster? Then please select the Shobhadoshi. It can help you achieve your dreams.

The secret that Shobhadoshi helps many candidates pass Professional-Data-Engineer Test King exam is Google exam questions attentively studied by our professional IT team for years, and the detailed answer analysis. We constantly updated the Professional-Data-Engineer Test King exam materials at the same time with the exam update. We try our best to ensure 100% pass rate for you.

Google Google Professional-Data-Engineer Test King exam is very popular in IT field.

If you feel unconfident in self-preparation for your Professional-Data-Engineer Test King test and want to get professional aid of questions and answers, Shobhadoshi Professional-Data-Engineer Test King test questions materials will guide you and help you to pass the certification exams in one shot. If you want to know our Professional-Data-Engineer Test King test questions materials, you can download our free demo now. Our demo is a small part of the complete charged version. Also you can ask us any questions about Professional-Data-Engineer Test King exam any time as you like.

Every question provides you with demo and if you think our exam dumps are good, you can immediately purchase it. After you purchase Professional-Data-Engineer Test King exam dumps, you will get a year free updates.

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

Excellent Google Palo Alto Networks NetSec-Pro study guide make candidates have clear studying direction to prepare for your test high efficiently without wasting too much extra time and energy. Certainly, we ensure that each version of Oracle 1z1-076 exam materials will be helpful and comprehensive. Firstly we provide one-year service warranty for every buyer who purchased SAP C_TFG61_2405 valid exam collection materials. Our Shobhadoshi has been focusing on the changes of Huawei H20-723_V1.0 exam and studying in the exam, and now what we offer you is the most precious Huawei H20-723_V1.0 test materials. And we guarantee that if you failed the certification exam with our Nokia 4A0-D01 pdf torrent, we will get your money back to reduce your loss.

Updated: May 27, 2022