Omgzlook is a website that can provide all information about different IT certification exam. Omgzlook can provide you with the best and latest exam resources. To choose Omgzlook you can feel at ease to prepare your Google Professional-Data-Engineer Version exam. Now we have PDF version, windows software and online engine of the Professional-Data-Engineer Version certification materials. Although all contents are the same, the learning experience is totally different. If you purchase the training materials we provide, you can pass Google certification Professional-Data-Engineer Version exam successfully.
Google Cloud Certified Professional-Data-Engineer Omgzlook will help you achieve your dream.
It is known to us that our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Version study materials have been keeping a high pass rate all the time. Study Professional-Data-Engineer Notes study materials including the official Google Study Professional-Data-Engineer Notes certification training courses, Google Study Professional-Data-Engineer Notes self-paced training guide, Study Professional-Data-Engineer Notes exam Omgzlook and practice, Study Professional-Data-Engineer Notes online exam Study Professional-Data-Engineer Notes study guide. Study Professional-Data-Engineer Notes simulation training package designed by Omgzlook can help you effortlessly pass the exam.
Be supportive to offline exercise on the condition that you practice it without mobile data. According to personal propensity and various understanding level of exam candidates, we have three versions of Professional-Data-Engineer Version practice materials for your reference. Here are the respective features and detailed disparities of our Professional-Data-Engineer Version practice materials.
Google Professional-Data-Engineer Version - You can experience it in advance.
In order to meet the request of current real test, the technology team of research on Omgzlook Google Professional-Data-Engineer Version exam materials is always update the questions and answers in time. We always accept feedbacks from users, and take many of the good recommendations, resulting in a perfect Omgzlook Google Professional-Data-Engineer Version exam materials. This allows Omgzlook to always have the materials of highest quality.
Our target is to reduce your pressure and improve your learning efficiency from preparing for Professional-Data-Engineer Version exam. If you still worry about your Professional-Data-Engineer Version exam; if you still doubt whether it is worthy of purchasing our software, what you can do to clarify your doubts is to download our Professional-Data-Engineer Version free demo.
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
Linux Foundation HFCP - We guarantee that you can pass the exam easily. SAP C-ABAPD-2309 - If not, your usage of our dump this time will make you treat our Omgzlook as the necessary choice to prepare for other IT certification exams later. CompTIA CS0-003 - Omgzlook is a website that provide accurate exam materials for people who want to participate in the IT certification. The secret that Omgzlook helps many candidates pass BCS CTFL4 exam is Google exam questions attentively studied by our professional IT team for years, and the detailed answer analysis. SAP C_S4FCF_2023 - If you choose Omgzlook study guide, you will find the test questions and test answers are certainly different and high-quality, which is the royal road to success.
Updated: May 27, 2022