Google Cloud Data Engineer Professional Professional Data Engineer Dumps in PDF

Free Google Professional Data Engineer Real Questions (page: 5)

Your company uses a proprietary system to send inventory data every 6 hours to a data ingestion service in the cloud. Transmitted data includes a payload of several fields and the timestamp of the transmission. If there are any concerns about a transmission, the system re-transmits the dat

  1. How should you deduplicate the data most efficiency?
  2. Assign global unique identifiers (GUID) to each data entry.
  3. Compute the hash value of each data entry, and compare it with all historical data.
  4. Store each data entry as the primary key in a separate database and apply an index.
  5. Maintain a database table to store the hash value and other metadata for each data entry.

Answer(s): D



Your company has hired a new data scientist who wants to perform complicated analyses across very large datasets stored in Google Cloud Storage and in a Cassandra cluster on Google Compute Engine. The scientist primarily wants to create labelled data sets for machine learning projects, along with some visualization tasks. She reports that her laptop is not powerful enough to perform her tasks and it is slowing her down. You want to help her perform her tasks.
What should you do?

  1. Run a local version of Jupiter on the laptop.
  2. Grant the user access to Google Cloud Shell.
  3. Host a visualization tool on a VM on Google Compute Engine.
  4. Deploy Google Cloud Datalab to a virtual machine (VM) on Google Compute Engine.

Answer(s): B



You are deploying 10,000 new Internet of Things devices to collect temperature data in your warehouses globally. You need to process, store and analyze these very large datasets in real time.
What should you do?

  1. Send the data to Google Cloud Datastore and then export to BigQuery.
  2. Send the data to Google Cloud Pub/Sub, stream Cloud Pub/Sub to Google Cloud Dataflow, and store the data in Google BigQuery.
  3. Send the data to Cloud Storage and then spin up an Apache Hadoop cluster as needed in Google
    Cloud Dataproc whenever analysis is required.
  4. Export logs in batch to Google Cloud Storage and then spin up a Google Cloud SQL instance, import the data from Cloud Storage, and run an analysis as needed.

Answer(s): B



You have spent a few days loading data from comma-separated values (CSV) files into the Google BigQuery table CLICK_STREAM. The column DT stores the epoch time of click events. For convenience, you chose a simple schema where every field is treated as the STRING type. Now, you want to compute web session durations of users who visit your site, and you want to change its data type to the TIMESTAMP. You want to minimize the migration effort without making future queries computationally expensive.
What should you do?

  1. Delete the table CLICK_STREAM, and then re-create it such that the column DT is of the TIMESTAMP type. Reload the data.
  2. Add a column TS of the TIMESTAMP type to the table CLICK_STREAM, and populate the numeric values from the column TS for each row.
    Reference: the column TS instead of the column DT from now on.
  3. Create a view CLICK_STREAM_V, where strings from the column DT are cast into TIMESTAMP values.
    Reference: the view CLICK_STREAM_V instead of the table CLICK_STREAM from now on.
  4. Add two columns to the table CLICK STREAM: TS of the TIMESTAMP type and IS_NEW of the BOOLEAN type. Reload all data in append mode. For each appended row, set the value of IS_NEW to true. For future queries, reference the column TS instead of the column DT, with the WHERE clause ensuring that the value of IS_NEW must be true.
  5. Construct a query to return every row of the table CLICK_STREAM, while using the built-in function to cast strings from the column DT into TIMESTAMP values. Run the query into a destination table NEW_CLICK_STREAM, in which the column TS is the TIMESTAMP type.
    Reference: the table NEW_CLICK_STREAM instead of the table CLICK_STREAM from now on. In the future, new data is loaded into the table NEW_CLICK_STREAM.

Answer(s): D


Reference:

the column TS instead of the column DT from now on.
C. Create a view CLICK_STREAM_V, where strings from the column DT are cast into TIMESTAMP values.
the view CLICK_STREAM_V instead of the table CLICK_STREAM from now on.
D. Add two columns to the table CLICK STREAM: TS of the TIMESTAMP type and IS_NEW of the BOOLEAN type. Reload all data in append mode. For each appended row, set the value of IS_NEW to true. For future queries, reference the column TS instead of the column DT, with the WHERE clause ensuring that the value of IS_NEW must be true.
E. Construct a query to return every row of the table CLICK_STREAM, while using the built-in function to cast strings from the column DT into TIMESTAMP values. Run the query into a destination table NEW_CLICK_STREAM, in which the column TS is the TIMESTAMP type.
the table NEW_CLICK_STREAM instead of the table CLICK_STREAM from now on. In the future, new data is loaded into the table NEW_CLICK_STREAM.

Answer(s): D



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?

  1. Make a call to the Stackdriver API to list all logs, and apply an advanced filter.
  2. In the Stackdriver logging admin interface, and enable a log sink export to BigQuery.
  3. 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.
  4. 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.

Answer(s): B



Share your comments for Google Professional Data Engineer exam with other users:

P
Priyanka
7/24/2023 2:26:00 AM

kindly upload the dumps

N
Nabeel
7/25/2023 4:11:00 PM

still learning

G
gure
7/26/2023 5:10:00 PM

excellent way to learn

C
ciken
8/24/2023 2:55:00 PM

help so much

B
Biswa
11/20/2023 9:28:00 AM

understand sql col.

S
Saint Pierre
10/24/2023 6:21:00 AM

i would give 5 stars to this website as i studied for az-800 exam from here. it has all the relevant material available for preparation. i got 890/1000 on the test.

R
Rose
7/24/2023 2:16:00 PM

this is nice.

A
anon
10/15/2023 12:21:00 PM

q55- the ridac workflow can be modified using flow designer, correct answer is d not a

N
NanoTek3
6/13/2022 10:44:00 PM

by far this is the most accurate exam dumps i have ever purchased. all questions are in the exam. i saw almost 90% of the questions word by word.

E
eriy
11/9/2023 5:12:00 AM

i cleared the az-104 exam by scoring 930/1000 on the exam. it was all possible due to this platform as it provides premium quality service. thank you!

M
Muhammad Rawish Siddiqui
12/8/2023 8:12:00 PM

question # 232: accessibility, privacy, and innovation are not data quality dimensions.

V
Venkat
12/27/2023 9:04:00 AM

looks wrong answer for 443 question, please check and update

V
Varun
10/29/2023 9:11:00 PM

great question

D
Doc
10/29/2023 9:36:00 PM

question: a user wants to start a recruiting posting job posting. what must occur before the posting process can begin? 3 ans: comment- option e is incorrect reason: as part of enablement steps, sap recommends that to be able to post jobs to a job board, a user need to have the correct permission and secondly, be associated with one posting profile at minimum

I
It‘s not A
9/17/2023 5:31:00 PM

answer to question 72 is d [sys_user_role]

I
indira m
8/14/2023 12:15:00 PM

please provide the pdf

R
ribrahim
8/1/2023 6:05:00 AM

hey guys, just to let you all know that i cleared my 312-38 today within 1 hr with 100 questions and passed. thank you so much brain-dumps.net all the questions that ive studied in this dump came out exactly the same word for word "verbatim". you rock brain-dumps.net!!! section name total score gained score network perimeter protection 16 11 incident response 10 8 enterprise virtual, cloud, and wireless network protection 12 8 application and data protection 13 10 network défense management 10 9 endpoint protection 15 12 incident d

A
Andrew
8/23/2023 6:02:00 PM

very helpful

L
latha
9/7/2023 8:14:00 AM

useful questions

I
ibrahim
11/9/2023 7:57:00 AM

page :20 https://exam-dumps.com/snowflake/free-cof-c02-braindumps.html?p=20#collapse_453 q 74: true or false: pipes can be suspended and resumed. true. desc.: pausing or resuming pipes in addition to the pipe owner, a role that has the following minimum permissions can pause or resume the pipe https://docs.snowflake.com/en/user-guide/data-load-snowpipe-intro

F
Franklin Allagoa
7/5/2023 5:16:00 AM

i want hcia exam dumps

S
SSA
12/24/2023 1:18:00 PM

good training

B
BK
8/11/2023 12:23:00 PM

very useful

D
Deepika Narayanan
7/13/2023 11:05:00 PM

yes need this exam dumps

B
Blessious Phiri
8/15/2023 3:31:00 PM

these questions are a great eye opener

J
Jagdesh
9/8/2023 8:17:00 AM

thank you for providing these questions and answers. they helped me pass my exam. you guys are great.

T
TS
7/18/2023 3:32:00 PM

good knowledge

A
Asad Khan
11/1/2023 2:44:00 AM

answer 10 should be a because only a new project will be created & the organization is the same.

R
Raj
9/12/2023 3:49:00 PM

can you please upload the dump again

C
Christian Klein
6/23/2023 1:32:00 PM

is it legit questions from sap certifications ?

A
anonymous
1/12/2024 3:34:00 PM

question 16 should be b (changing the connector settings on the monitor) pc and monitor were powered on. the lights on the pc are on indicating power. the monitor is showing an error text indicating that it is receiving power too. this is a clear sign of having the wrong input selected on the monitor. thus, the "connector setting" needs to be switched from hdmi to display port on the monitor so it receives the signal from the pc, or the other way around (display port to hdmi).

N
NSPK
1/18/2024 10:26:00 AM

q 10. ans is d (in the target org: open deployment settings, click edit next to the source org. select allow inbound changes and save

M
mohamed abdo
9/1/2023 4:59:00 AM

very useful

T
Tom
3/18/2022 8:00:00 PM

i purchased this exam dumps from another website with way more questions but they were all invalid and outdate. this exam dumps was right to the point and all from recent exam. it was a hard pass.

AI Tutor 👋 I’m here to help!