100% PASS PROFESSIONAL-DATA-ENGINEER - GOOGLE CERTIFIED PROFESSIONAL DATA ENGINEER EXAM LATEST EXAM PRICE

100% Pass Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Latest Exam Price

100% Pass Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Latest Exam Price

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Google Certified Professional Data Engineer Exam Sample Questions (Q72-Q77):

NEW QUESTION # 72
You have several Spark jobs that run on a Cloud Dataproc cluster on a schedule. Some of the jobs run in sequence, and some of the jobs run concurrently. You need to automate this process. What should you do?

  • A. Create a Bash script that uses the Cloud SDK to create a cluster, execute jobs, and then tear down the cluster
  • B. Create an initialization action to execute the jobs
  • C. Create a Directed Acyclic Graph in Cloud Composer
  • D. Create a Cloud Dataproc Workflow Template

Answer: D

Explanation:
Explanation/Reference: https://cloud.google.com/dataproc/docs/concepts/workflows/using-workflows


NEW QUESTION # 73
Your company's on-premises Apache Hadoop servers are approaching end-of-life, and IT has decided to migrate the cluster to Google Cloud Dataproc. A like-for-like migration of the cluster would require 50 TB of Google Persistent Disk per node. The CIO is concerned about the cost of using that much block storage. You want to minimize the storage cost of the migration. What should you do?

  • A. Migrate some of the cold data into Google Cloud Storage, and keep only the hot data in Persistent Disk.
  • B. Tune the Cloud Dataproc cluster so that there is just enough disk for all data.
  • C. Put the data into Google Cloud Storage.
  • D. Use preemptible virtual machines (VMs) for the Cloud Dataproc cluster.

Answer: D

Explanation:
Explanation/Reference: https://cloud.google.com/dataproc/


NEW QUESTION # 74
Which of these is not a supported method of putting data into a partitioned table?

  • A. Use ORDER BY to put a table's rows into chronological order and then change the table's type to
    "Partitioned".
  • B. Run a query to get the records for a specific day from an existing table and for the destination table, specify a partitioned table ending with the day in the format "$YYYYMMDD".
  • C. Create a partitioned table and stream new records to it every day.
  • D. If you have existing data in a separate file for each day, then create a partitioned table and upload each file into the appropriate partition.

Answer: A

Explanation:
Explanation
You cannot change an existing table into a partitioned table. You must create a partitioned table from scratch.
Then you can either stream data into it every day and the data will automatically be put in the right partition, or you can load data into a specific partition by using "$YYYYMMDD" at the end of the table name.
Reference: https://cloud.google.com/bigquery/docs/partitioned-tables


NEW QUESTION # 75
When creating a new Cloud Dataproc cluster with the projects.regions.clusters.create operation, these four values are required: project, region, name, and ____.

  • A. node
  • B. zone
  • C. type
  • D. label

Answer: B

Explanation:
At a minimum, you must specify four values when creating a new cluster with the projects.regions.clusters.create operation:
The project in which the cluster will be created
The region to use
The name of the cluster
The zone in which the cluster will be created
You can specify many more details beyond these minimum requirements. For example, you can also specify the number of workers, whether preemptible compute should be used, and the network settings.
Reference: https://cloud.google.com/dataproc/docs/tutorials/python-library- example#create_a_new_cloud_dataproc_cluste


NEW QUESTION # 76
Your company is using WHILECARD tables to query data across multiple tables with similar names. The SQL statement is currently failing with the following error:
# Syntax error : Expected end of statement but got "-" at [4:11] SELECT age FROM bigquery-public-data.noaa_gsod.gsod WHERE age != 99 AND_TABLE_SUFFIX = `1929' ORDER BY age DESC Which table name will make the SQL statement work correctly?

  • A. bigquery-public-data.noaa_gsod.gsod*
  • B. `bigquery-public-data.noaa_gsod.gsod'*
  • C. `bigquery-public-data.noaa_gsod.gsod`
  • D. `bigquery-public-data.noaa_gsod.gsod*`

Answer: A


NEW QUESTION # 77
......

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