Amazon
Avaya
Checkpoint
Cisco®
CompTIA
CrowdStrike
EC-Council
EXIN
Fortinet
Google
ISC
ISC2
ITIL®
Juniper
Microsoft
MuleSoft
Okta
Oracle
Palo Alto Networks
Salesforce
All Vendors
  1. Home
  2. Snowflake
  3. SnowPro Advanced Data Engineer

Snowflake SnowPro Advanced Data Engineer Exam (page: 1)
Snowflake SnowPro Advanced Data Engineer
Updated on: 25-Sep-2025

Viewing Page 1 of 16
SnowPro Advanced Data Engineer PDF 143 Questions

A Data Engineer needs to load JSON output from some software into Snowflake using Snowpipe.

Which recommendations apply to this scenario? (Choose three.)

  1. Load large files (1 GB or larger).
  2. Ensure that data files are 100-250 MB (or larger) in size, compressed.
  3. Load a single huge array containing multiple records into a single table row.
  4. Verify each value of each unique element stores a single native data type (string or number).
  5. Extract semi-structured data elements containing null values into relational columns before loading.
  6. Create data files that are less than 100 MB and stage them in cloud storage at a sequence greater than once each minute.

Answer(s): B,D,E



A Data Engineer is working on a Snowflake deployment in AWS eu-west-1 (Ireland). The Engineer is planning to load data from staged files into target tables using the COPY INTO command.

Which sources are valid? (Choose three.)

  1. Internal stage on GCP us-central1 (Iowa)
  2. Internal stage on AWS eu-central-1 (Frankfurt)
  3. External stage on GCP us-central1 (Iowa)
  4. External stage in an Amazon S3 bucket on AWS eu-west-1 (Ireland)
  5. External stage in an Amazon S3 bucket on AWS eu-central-1 (Frankfurt)
  6. SSD attached to an Amazon EC2 instance on AWS eu-west-1 (Ireland)

Answer(s): B,D,E



What is the purpose of the BUILD_STAGE_FILE_URL function in Snowflake?

  1. It generates an encrypted URL for accessing a file in a stage.
  2. It generates a staged URL for accessing a file in a stage.
  3. It generates a permanent URL for accessing files in a stage.
  4. It generates a temporary URL for accessing a file in a stage.

Answer(s): C



A Data Engineer needs to ingest invoice data in PDF format into Snowflake so that the data can be queried and used in a forecasting solution.

What is the recommended way to ingest this data?

  1. Use Snowpipe to ingest the files that land in an external stage into a Snowflake table.
  2. Use a COPY INTO command to ingest the PDF files in an external stage into a Snowflake table with a VARIANT column.
  3. Create an external table on the PDF files that are stored in a stage and parse the data into structured data.
  4. Create a Java User-Defined Function (UDF) that leverages Java-based PDF parser libraries to parse PDF data into structured data.

Answer(s): D



A table is loaded using Snowpipe and truncated afterwards. Later, a Data Engineer finds that the table needs to be reloaded, but the metadata of the pipe will not allow the same files to be loaded again.

How can this issue be solved using the LEAST amount of operational overhead?

  1. Wait until the metadata expires and then reload the file using Snowpipe.
  2. Modify the file by adding a blank row to the bottom and re-stage the file.
  3. Set the FORCE=TRUE option in the Snowpipe COPY INTO command.
  4. Recreate the pipe by using the CREATE OR REPLACE PIPE command.

Answer(s): C



Which Snowflake objects does the Snowflake Kafka connector use? (Choose three.)

  1. Pipe
  2. Serverless task
  3. Internal user stage
  4. Internal table stage
  5. Internal named stage
  6. Storage integration

Answer(s): A,D,E



A Data Engineer is implementing a near real-time ingestion pipeline to load data into Snowflake using the Snowflake Kafka connector. There will be three Kafka topics created.

Which Snowflake objects are created automatically when the Kafka connector starts? (Choose three.)

  1. Tables
  2. Tasks
  3. Pipes
  4. Internal stages
  5. External stages
  6. Materialized views

Answer(s): A,C,D



Which stages support external tables?

  1. Internal stages only; within a single Snowflake account
  2. Internal stages only; from any Snowflake account in the organization
  3. External stages only; from any region, and any cloud provider
  4. External stages only; only on the same region and cloud provider as the Snowflake account

Answer(s): C



Viewing Page 1 of 16



Share your comments for Snowflake SnowPro Advanced Data Engineer exam with other users:

Lewis 7/6/2023 8:49:00 PM

kool thumb up
UNITED STATES


Moreece 5/15/2023 8:44:00 AM

just passed the az-500 exam this last friday. most of the questions in this exam dumps are in the exam. i bought the full version and noticed some of the questions which were answered wrong in the free version are all corrected in the full version. this site is good but i wish the had it in an interactive version like a test engine simulator.
Anonymous


Terry 5/24/2023 4:41:00 PM

i can practice for exam
Anonymous


Emerys 7/29/2023 6:55:00 AM

please i need this exam.
Anonymous


Goni Mala 9/2/2023 12:27:00 PM

i need the dump
Anonymous


Lenny 9/29/2023 11:30:00 AM

i want it bad, even if cs6 maybe retired, i want to learn cs6
HONG KONG


MilfSlayer 12/28/2023 8:32:00 PM

i hate comptia with all my heart with their "choose the best" answer format as an argument could be made on every question. they say "the "comptia way", lmao no this right here boys is the comptia way 100%. take it from someone whos failed this exam twice but can configure an entire complex network that these are the questions that are on the test 100% no questions asked. the pbqs are dead on! nice work
Anonymous


Swati Raj 11/14/2023 6:28:00 AM

very good materials
UNITED STATES


Ko Htet 10/17/2023 1:28:00 AM

thanks for your support.
Anonymous


Philippe 1/22/2023 10:24:00 AM

iam impressed with the quality of these dumps. they questions and answers were easy to understand and the xengine app was very helpful to use.
CANADA


Sam 8/31/2023 10:32:00 AM

not bad but you question database from isaca
MALAYSIA


Brijesh kr 6/29/2023 4:07:00 AM

awesome contents
INDIA


JM 12/19/2023 1:22:00 PM

answer to 134 is casb. while data loss prevention is the goal, in order to implement dlp in cloud applications you need to deploy a casb.
UNITED STATES


Neo 7/26/2023 9:36:00 AM

are these brain dumps sufficient enough to go write exam after practicing them? or does one need more material this wont be enough?
SOUTH AFRICA


Bilal 8/22/2023 6:33:00 AM

i did attend the required cources and i need to be sure that i am ready to take the exam, i would ask you please to share the questions, to be sure that i am fit to proceed with taking the exam.
Anonymous


John 11/12/2023 8:48:00 PM

why only give explanations on some, and not all questions and their respective answers?
UNITED STATES


Biswa 11/20/2023 8:50:00 AM

refresh db knowledge
Anonymous


Shalini Sharma 10/17/2023 8:29:00 AM

interested for sap certification
JAPAN


ethan 9/24/2023 12:38:00 PM

could you please upload practice questions for scr exam ?
HONG KONG


vijay joshi 8/19/2023 3:15:00 AM

please upload free oracle cloud infrastructure 2023 foundations associate exam braindumps
Anonymous


Ayodele Talabi 8/25/2023 9:25:00 PM

sweating! they are tricky
CANADA


Romero 3/23/2022 4:20:00 PM

i never use these dumps sites but i had to do it for this exam as it is impossible to pass without using these question dumps.
UNITED STATES


John Kennedy 9/20/2023 3:33:00 AM

good practice and well sites.
Anonymous


Nenad 7/12/2022 11:05:00 PM

passed my first exam last week and pass the second exam this morning. thank you sir for all the help and these brian dumps.
INDIA


Lucky 10/31/2023 2:01:00 PM

does anyone who attended exam csa 8.8, can confirm these questions are really coming ? or these are just for practicing?
HONG KONG


Prateek 9/18/2023 11:13:00 AM

kindly share the dumps
UNITED STATES


Irfan 11/25/2023 1:26:00 AM

very nice content
Anonymous


php 6/16/2023 12:49:00 AM

passed today
Anonymous


Durga 6/23/2023 1:22:00 AM

hi can you please upload questions
Anonymous


JJ 5/28/2023 4:32:00 AM

please upload quetions
THAILAND


Norris 1/3/2023 8:06:00 PM

i passed my exam thanks to this braindumps questions. these questions are valid in us and i highly recommend it!
UNITED STATES


abuti 7/21/2023 6:10:00 PM

are they truely latest
Anonymous


Curtis Nakawaki 7/5/2023 8:46:00 PM

questions appear contemporary.
UNITED STATES


Vv 12/2/2023 6:31:00 AM

good to prepare in this site
UNITED STATES