CompTIA
Checkpoint
ISC
HP
Dell
EC-Council
EXIN
Fortinet
ITIL®
Juniper
PMI
Microsoft
VMware
Avaya
Google
Salesforce
Amazon
Palo Alto Networks
Certiport
ISC2
All Vendors
  2. Home
  3. Exams
  4. Snowflake
  5. SnowPro Advanced Data Engineer

Free SnowPro Advanced Data Engineer Exam Braindumps (page: 11)

Page 11 of 37
PDF with 141 Questions

A data engineer must ingest a source of structured data that is in .csv format into an Amazon S3 data lake. The .csv files contain 15 columns. Data analysts need to run Amazon Athena queries on one or two columns of the dataset. The data analysts rarely query the entire file.
Which solution will meet these requirements MOST cost-effectively?

  1. Use an AWS Glue PySpark job to ingest the source data into the data lake in .csv format.
  2. Create an AWS Glue extract, transform, and load (ETL) job to read from the .csv structured data source. Configure the job to ingest the data into the data lake in JSON format.
  3. Use an AWS Glue PySpark job to ingest the source data into the data lake in Apache Avro format.
  4. Create an AWS Glue extract, transform, and load (ETL) job to read from the .csv structured data source. Configure the job to write the data into the data lake in Apache Parquet format.

Answer(s): D



A company has five offices in different AWS Regions. Each office has its own human resources (HR) department that uses a unique IAM role. The company stores employee records in a data lake that is based on Amazon S3 storage.
A data engineering team needs to limit access to the records. Each HR department should be able to access records for only employees who are within the HR department's Region.
Which combination of steps should the data engineering team take to meet this requirement with the LEAST operational overhead? (Choose two.)

  1. Use data filters for each Region to register the S3 paths as data locations.
  2. Register the S3 path as an AWS Lake Formation location.
  3. Modify the IAM roles of the HR departments to add a data filter for each department's Region.
  4. Enable fine-grained access control in AWS Lake Formation. Add a data filter for each Region.
  5. Create a separate S3 bucket for each Region. Configure an IAM policy to allow S3 access. Restrict access based on Region.

Answer(s): B,D



A company uses AWS Step Functions to orchestrate a data pipeline. The pipeline consists of Amazon EMR jobs that ingest data from data sources and store the data in an Amazon S3 bucket. The pipeline also includes EMR jobs that load the data to Amazon Redshift.
The company's cloud infrastructure team manually built a Step Functions state machine. The cloud infrastructure team launched an EMR cluster into a VPC to support the EMR jobs. However, the deployed Step Functions state machine is not able to run the EMR jobs.
Which combination of steps should the company take to identify the reason the Step Functions state machine is not able to run the EMR jobs? (Choose two.)

  1. Use AWS CloudFormation to automate the Step Functions state machine deployment. Create a step to pause the state machine during the EMR jobs that fail. Configure the step to wait for a human user to send approval through an email message. Include details of the EMR task in the email message for further analysis.
  2. Verify that the Step Functions state machine code has all IAM permissions that are necessary to create and run the EMR jobs. Verify that the Step Functions state machine code also includes IAM permissions to access the Amazon S3 buckets that the EMR jobs use. Use Access Analyzer for S3 to check the S3 access properties.
  3. Check for entries in Amazon CloudWatch for the newly created EMR cluster. Change the AWS Step Functions state machine code to use Amazon EMR on EKS. Change the IAM access policies and the security group configuration for the Step Functions state machine code to reflect inclusion of Amazon Elastic Kubernetes Service (Amazon EKS).
  4. Query the flow logs for the VPC. Determine whether the traffic that originates from the EMR cluster can successfully reach the data providers. Determine whether any security group that might be attached to the Amazon EMR cluster allows connections to the data source servers on the informed ports.
  5. Check the retry scenarios that the company configured for the EMR jobs. Increase the number of seconds in the interval between each EMR task. Validate that each fallback state has the appropriate catch for each decision state. Configure an Amazon Simple Notification Service (Amazon SNS) topic to store the error messages.

Answer(s): B,D



A company is developing an application that runs on Amazon EC2 instances. Currently, the data that the application generates is temporary. However, the company needs to persist the data, even if the EC2 instances are terminated.
A data engineer must launch new EC2 instances from an Amazon Machine Image (AMI) and configure the instances to preserve the data.
Which solution will meet this requirement?

  1. Launch new EC2 instances by using an AMI that is backed by an EC2 instance store volume that contains the application data. Apply the default settings to the EC2 instances.
  2. Launch new EC2 instances by using an AMI that is backed by a root Amazon Elastic Block Store (Amazon EBS) volume that contains the application data. Apply the default settings to the EC2 instances.
  3. Launch new EC2 instances by using an AMI that is backed by an EC2 instance store volume. Attach an Amazon Elastic Block Store (Amazon EBS) volume to contain the application data. Apply the default settings to the EC2 instances.
  4. Launch new EC2 instances by using an AMI that is backed by an Amazon Elastic Block Store (Amazon EBS) volume. Attach an additional EC2 instance store volume to contain the application data. Apply the default settings to the EC2 instances.

Answer(s): C



Page 11 of 37



Post your Comments and Discuss Snowflake SnowPro Advanced Data Engineer exam with other Community members:

Alejandro commented on September 30, 2024
My exam is coming up this week. I have prepared using this exam dumps. Let's see how it goes and I will share my result here.
UNITED STATES
upvote

Mary commented on September 29, 2024
This is a great material to study
COLOMBIA
upvote

Lorry commented on September 29, 2024
Hello users of this website, This exam is easy to pass with this study guide. All practice questions are the same as the real exam. I passed and got 93%.
Anonymous
upvote

Rizwan commented on September 29, 2024
It's very useful information in the reveal solutions.
Anonymous
upvote

Rizwan commented on September 29, 2024
I am trying to learn question and answer to attempt Exam tomorrow morning.
Anonymous
upvote

Elon commented on September 29, 2024
Hi! Has anyone attempted this exam recently? If so, please let me know if these questions are still relevant and appearing in the exam in the same format.
Anonymous
upvote

B commented on September 28, 2024
first time user, is this reliable
Anonymous
upvote

Parm commented on September 28, 2024
Good questions so far
UNITED STATES
upvote

Parm commented on September 28, 2024
Very good questions so far
UNITED STATES
upvote

Parminder commented on September 28, 2024
Good questions
UNITED STATES
upvote

Suresh G commented on September 28, 2024
Good content.
UNITED STATES
upvote

EG commented on September 28, 2024
Correct and explained answers. Thank you.
Anonymous
upvote

Haleem commented on September 28, 2024
This exam dump came to my rescue. Questions were very close to actual exam and I passed with 84%.
UNITED KINGDOM
upvote

krithika commented on September 28, 2024
Helpful ,Thank for the resources
Anonymous
upvote

Venkat commented on September 27, 2024
Preparing for certification
Anonymous
upvote

Nigel commented on September 27, 2024
Managed to pass my exam bu using the full version of this exam. This free version has less questions compared to PDF.
Spain
upvote

Kangaroo Jack commented on September 27, 2024
The best way to study and pass your exam. Quick and painless. The full PDF version is well worth the money.
AUSTRALIA
upvote

Ouahid commented on September 27, 2024
Thank you, it is very useful
AUSTRIA
upvote

Karlik commented on September 27, 2024
I passed the exam with help from this questions :)
Anonymous
upvote

Nate commented on September 27, 2024
Has anyone recently taken the exam? Can anyone confirm these questions are similar or word for word?
Anonymous
upvote

Birkha commented on September 27, 2024
NO comments
BHUTAN
upvote

raba commented on September 26, 2024
@khorshal can i use this alone to pass the exams
Anonymous
upvote

raba commented on September 26, 2024
some of the questions are straight forward
Anonymous
upvote

Judwa commented on September 26, 2024
This exam is super hard. I was overwhelmed. After using this exam dump, I went into the exam feeling a bit better. I passed my test. :-)
INDIA
upvote

Jubran commented on September 26, 2024
Clear explanations and well-structured content made it so much easier to prepare and pass.
UNITED STATES
upvote

KXK commented on September 26, 2024
The study guide was concise yet comprehensive. It helped me focus on the key topics and feel more prepared than ever!
INDIA
upvote

Chandra commented on September 26, 2024
I passed my exam with ease, thanks to the targeted material in this guide. It made a huge difference in how I prepared.
CANADA
upvote

raba commented on September 26, 2024
I was thinking question 16 should be a legacy systems
Anonymous
upvote

Bubba commented on September 26, 2024
Good work guys. The layout is user-friendly, and the content is spot on.
Hong Kong
upvote

rabihu commented on September 26, 2024
These are really challenging questions.i love it
Anonymous
upvote

Murad commented on September 26, 2024
This guide gave me the exact focus I needed to pass my exam on the first try. Highly effective and reliable.
Turkey
upvote

raba commented on September 26, 2024
these are really good questions
Anonymous
upvote

Kg commented on September 26, 2024
hi @phil , thank you for the response , basically i must just check wether the answers are correct
Anonymous
upvote

Alhassan commented on September 26, 2024
these are really good questions
Anonymous
upvote