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Snowflake DEA-C01 Exam Questions

Exam Name: SnowPro Advanced: Data Engineer Certification Exam
Exam Code: DEA-C01
Related Certification(s):
  • Snowflake SnowPro Certifications
  • Snowflake SnowPro Advanced Certifications
Certification Provider: Snowflake
Number of DEA-C01 practice questions in our database: 65 (updated: Dec. 13, 2024)
Expected DEA-C01 Exam Topics, as suggested by Snowflake :
  • Topic 1: Data Movement: Snowflake Data Engineers and Software Engineers are assessed on their proficiency to load, ingest, and troubleshoot data in Snowflake. It evaluates skills in building continuous data pipelines, configuring connectors, and designing data sharing solutions.
  • Topic 2: Performance Optimization: This topic assesses the ability to optimize and troubleshoot underperforming queries in Snowflake. Candidates must demonstrate knowledge in configuring optimal solutions, utilizing caching, and monitoring data pipelines. It focuses on ensuring engineers can enhance performance based on specific scenarios, crucial for Snowflake Data Engineers and Software Engineers.
  • Topic 3: Storage and Data Protection: The topic tests the implementation of data recovery features and the understanding of Snowflake's Time Travel and micro-partitions. Engineers are evaluated on their ability to create new environments through cloning and ensure data protection, highlighting essential skills for maintaining Snowflake data integrity and accessibility.
  • Topic 4: Security: The Security topic of the DEA-C01 test covers the principles of Snowflake security, including the management of system roles and data governance. It measures the ability to secure data and ensure compliance with policies, crucial for maintaining secure data environments for Snowflake Data Engineers and Software Engineers.
  • Topic 5: Data Transformation: The SnowPro Advanced: Data Engineer exam evaluates skills in using User-Defined Functions (UDFs), external functions, and stored procedures. It assesses the ability to handle semi-structured data and utilize Snowpark for transformations. This section ensures Snowflake engineers can effectively transform data within Snowflake environments, critical for data manipulation tasks.
Disscuss Snowflake DEA-C01 Topics, Questions or Ask Anything Related

Carey

8 days ago
Thrilled to have passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam. The Pass4Success practice questions were a great help. One question that had me second-guessing was about data movement, specifically the use of external stages. I wasn't completely certain, but I managed to answer it correctly.
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Chantay

13 days ago
Make sure you understand the intricacies of Zero-Copy Cloning. The exam had a few tricky questions about its benefits and use cases.
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Gerald

20 days ago
Passed my Snowflake Data Engineer cert today! Pass4Success's questions were incredibly similar to the real thing. Great resource!
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Asha

22 days ago
I successfully passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam. The Pass4Success practice questions were invaluable. A tough question I encountered was about data transformation, particularly using Snowflake's stored procedures. I wasn't sure about the best practices, but I got through it.
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Lucia

28 days ago
Thanks to Pass4Success for the great prep materials! Their practice questions on Snowpipe were spot-on for the actual exam.
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Claribel

1 months ago
Excited to announce that I passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam. The Pass4Success practice questions were very helpful. One question that puzzled me was about performance optimization, specifically how to use result caching effectively. I wasn't entirely sure, but I still managed to pass.
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Johnathon

1 months ago
Encountered complex scenarios on data transformations. Brush up on your knowledge of various JOIN types and their performance implications.
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Evette

2 months ago
Couldn't believe how well-prepared I felt for the SnowPro exam. Pass4Success nailed it with their study materials!
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Lavelle

2 months ago
I did it! I passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam. Thanks to Pass4Success practice questions, I felt prepared. There was a question about data storage optimization techniques, particularly around clustering keys. I had some doubts, but I managed to answer it correctly.
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Carin

2 months ago
Data sharing was a big topic. Be prepared to explain the setup process and security implications of data sharing between accounts.
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Aretha

2 months ago
Happy to share that I passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam. The Pass4Success practice questions were spot on. One challenging question was about implementing security best practices, specifically around role-based access control. I wasn't completely confident in my answer, but it worked out in the end.
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William

3 months ago
Phew! Made it through the Snowflake Data Engineer cert. Pass4Success practice tests were a lifesaver. Highly recommend!
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Annita

3 months ago
Just cleared the Snowflake SnowPro Advanced: Data Engineer Certification Exam! The Pass4Success practice questions were a lifesaver. There was a tricky question about the most efficient way to move data between Snowflake and external storage systems. I was a bit unsure about the specifics of using Snowpipe versus other methods, but I still passed.
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Yolando

3 months ago
Exam had several questions on Time Travel. Know the differences between standard and extended Time Travel, and when to use each.
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Reita

3 months ago
Just passed the Snowflake Certified: SnowPro Advanced: Data Engineer exam! Questions on data loading were tricky. Make sure you understand the nuances of bulk loading vs. streaming ingestion.
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Salena

3 months ago
I recently passed the Snowflake SnowPro Advanced: Data Engineer Certification Exam, and I must say, the Pass4Success practice questions were incredibly helpful. One question that stumped me was about the best practices for data transformation using Snowflake's native SQL functions. I wasn't entirely sure which functions to use for optimizing complex transformations, but I managed to get through it.
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Ceola

4 months ago
Just passed the SnowPro Advanced: Data Engineer exam! Thanks Pass4Success for the spot-on practice questions. Saved me so much time!
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Lonny

5 months ago
Successfully certified as a Snowflake Data Engineer! Pass4Success's exam questions were spot-on. Thanks for the rapid preparation support!
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Gerri

5 months ago
Passed the Snowflake Data Engineer exam! Pass4Success's practice tests were crucial. Appreciate the quick and effective study materials!
upvoted 0 times
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Rolland

6 months ago
Thrilled to have passed the Snowflake Data Engineer cert! Pass4Success's materials were invaluable. Grateful for the time-saving prep!
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Jolene

6 months ago
SnowPro Advanced: Data Engineer exam conquered! Pass4Success's relevant questions made all the difference. Thanks for the efficient prep!
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Fatima

6 months ago
Thanks to Pass4Success for their relevant practice questions, I passed quickly. Time-travel and fail-safe concepts are crucial. Understand how to leverage these features for data recovery and compliance. Practice calculating storage implications for different retention periods.
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Pa

7 months ago
Just passed the SnowPro Advanced: Data Engineer exam! Pass4Success's practice questions were spot-on. Thanks for helping me prepare quickly!
upvoted 0 times
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Free Snowflake DEA-C01 Exam Actual Questions

Note: Premium Questions for DEA-C01 were last updated On Dec. 13, 2024 (see below)

Question #1

A secure function returns data coming through an inbound share

What will happen if a Data Engineer tries to assign usage privileges on this function to an outbound share?

Reveal Solution Hide Solution
Correct Answer: A

An error will be returned because the Engineer cannot share data that has already been shared. A secure function is a Snowflake function that can access data from an inbound share, which is a share that is created by another account and consumed by the current account. A secure function can only be shared with an inbound share, not an outbound share, which is a share that is created by the current account and shared with other accounts. This is to prevent data leakage or unauthorized access to the data from the inbound share.


Question #2

A Data Engineer wants to centralize grant management to maximize security. A user needs ownership on a table m a new schema However, this user should not have the ability to make grant decisions

What is the correct way to do this?

Reveal Solution Hide Solution
Correct Answer: D

The with managed access parameter on the schema enables the schema owner to control the grant and revoke privileges on the objects within the schema. This way, the user who owns the table cannot make grant decisions, but only the schema owner can. This is the best way to centralize grant management and maximize security.


Question #3

Company A and Company B both have Snowflake accounts. Company A's account is hosted on a different cloud provider and region than Company B's account Companies A and B are not in the same Snowflake organization.

How can Company A share data with Company B? (Select TWO).

Reveal Solution Hide Solution
Correct Answer: A, E

The ways that Company A can share data with Company B are:

Create a share within Company A's account and add Company B's account as a recipient of that share: This is a valid way to share data between different accounts on different cloud platforms and regions. Snowflake supports cross-cloud and cross-region data sharing, which allows users to create shares and grant access to other accounts regardless of their cloud platform or region. However, this option may incur additional costs for network transfer and storage replication.

Create a separate database within Company A's account to contain only those data sets they wish to share with Company B Create a share within Company A's account and add all the objects within this separate database to the share Add Company B's account as a recipient of the share: This is also a valid way to share data between different accounts on different cloud platforms and regions. This option is similar to the previous one, except that it uses a separate database to isolate the data sets that need to be shared. This can improve security and manageability of the shared data. The other options are not valid because:

Create a share within Company A's account, and create a reader account that is a recipient of the share Grant Company B access to the reader account: This option is not valid because reader accounts are not supported for cross-cloud or cross-region data sharing. Reader accounts are Snowflake accounts that can only consume data from shares created by their provider account. Reader accounts must be on the same cloud platform and region as their provider account.

Use database replication to replicate Company A's data into Company B's account Create a share within Company B's account and grant users within Company B's account access to the share: This option is not valid because database replication cannot be used for cross-cloud or cross-region data sharing. Database replication is a feature in Snowflake that allows users to copy databases across accounts within the same cloud platform and region. Database replication cannot copy databases across different cloud platforms or regions.

Create a new account within Company A's organization in the same cloud provider and region as Company B's account Use database replication to replicate Company A's data to the new account Create a share within the new account and add Company B's account as a recipient of that share: This option is not valid because it involves creating a new account within Company A's organization, which may not be feasible or desirable for Company A. Moreover, this option is unnecessary, as Company A can directly share data with Company B without creating an intermediate account.


Question #4

What is a characteristic of the operations of streams in Snowflake?

Reveal Solution Hide Solution
Correct Answer: C

A stream is a Snowflake object that records the history of changes made to a table. A stream has an offset, which is a point in time that marks the beginning of the change records to be returned by the stream. Querying a stream returns all change records and table rows from the current offset to the current time. The offset is not automatically advanced by querying the stream, but it can be manually advanced by using the ALTER STREAM command. When a stream is used to update a target table, the offset is advanced to the current time only if the ON UPDATE clause is specified in the stream definition. Each committed transaction on the source table automatically puts a change record in the stream, but uncommitted transactions do not.


Question #5

Which query will show a list of the 20 most recent executions of a specified task kttask, that have been scheduled within the last hour that have ended or are still running's.

A)

B)

C)

D)

Reveal Solution Hide Solution
Correct Answer: B


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