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Google Cloud Certified Google Professional Data Engineer Exam

Google Professional Data Engineer Exam

Last Update Oct 26, 2024
Total Questions : 330

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Questions 2

MJTelco is building a custom interface to share data. They have these requirements:

    They need to do aggregations over their petabyte-scale datasets.

    They need to scan specific time range rows with a very fast response time (milliseconds).

Which combination of Google Cloud Platform products should you recommend?

Options:

A.  

Cloud Datastore and Cloud Bigtable

B.  

Cloud Bigtable and Cloud SQL

C.  

BigQuery and Cloud Bigtable

D.  

BigQuery and Cloud Storage

Discussion 0
Questions 3

Given the record streams MJTelco is interested in ingesting per day, they are concerned about the cost of Google BigQuery increasing. MJTelco asks you to provide a design solution. They require a single large data table called tracking_table. Additionally, they want to minimize the cost of daily queries while performing fine-grained analysis of each day’s events. They also want to use streaming ingestion. What should you do?

Options:

A.  

Create a table called tracking_table and include a DATE column.

B.  

Create a partitioned table called tracking_table and include a TIMESTAMP column.

C.  

Create sharded tables for each day following the pattern tracking_table_YYYYMMDD.

D.  

Create a table called tracking_table with a TIMESTAMP column to represent the day.

Discussion 0
Questions 4

You create a new report for your large team in Google Data Studio 360. The report uses Google BigQuery as its data source. It is company policy to ensure employees can view only the data associated with their region, so you create and populate a table for each region. You need to enforce the regional access policy to the data.

Which two actions should you take? (Choose two.)

Options:

A.  

Ensure all the tables are included in global dataset.

B.  

Ensure each table is included in a dataset for a region.

C.  

Adjust the settings for each table to allow a related region-based security group view access.

D.  

Adjust the settings for each view to allow a related region-based security group view access.

E.  

Adjust the settings for each dataset to allow a related region-based security group view access.

Discussion 0
Questions 5

MJTelco needs you to create a schema in Google Bigtable that will allow for the historical analysis of the last 2 years of records. Each record that comes in is sent every 15 minutes, and contains a unique identifier of the device and a data record. The most common query is for all the data for a given device for a given day. Which schema should you use?

Options:

A.  

Rowkey: date#device_idColumn data: data_point

B.  

Rowkey: dateColumn data: device_id, data_point

C.  

Rowkey: device_idColumn data: date, data_point

D.  

Rowkey: data_pointColumn data: device_id, date

E.  

Rowkey: date#data_pointColumn data: device_id

Discussion 0
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