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DEA-C01 Question and answers Include

Total Questions: 65 Q&A's

Single Choice: 49 Q&A's

Multiple Choice: 16 Q&A's

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Name: Snowflake DEA-C01 Exam
SKU: DEA-C01
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DEA-C01 Valid and Updated SnowPro Advanced: Data Engineer Certification Exam Q&A Dumps

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DEA-C01 Questions and Answers

Question # 1

A Data Engineer is working on a continuous data pipeline which receives data from Amazon Kinesis Firehose and loads the data into a staging table which will later be used in the data transformation process The average file size is 300-500 MB.

The Engineer needs to ensure that Snowpipe is performant while minimizing costs.

How can this be achieved?

Increase the size of the virtual warehouse used by Snowpipe.

Split the files before loading them andset the SIZE_LIMIT option to 250 MB.

Change the file compression size and increase the frequency of the Snowpipe loads

Decrease the buffer size to trigger delivery of files sized between 100 to 250 MB in Kinesis Firehose

Question # 2

A company built a sales reporting system with Python, connecting to Snowflake using the Python Connector. Based on the user's selections, the system generates the SQL queries needed to fetch the data for the report First it gets the customers that meet the given query parameters (on average 1000 customer records for each report run) and then it loops the customer records sequentially Inside that loop it runs the generated SQL clause for the current customer to get the detailed data for that customer number from the sales data table

When the Data Engineer tested the individual SQL clauses they were fast enough (1 second to get the customers 0 5 second to get the sales data for one customer) but the total runtime of the report is too long

How can this situation be improved?

Increase the size of the virtual warehouse

Increase the number of maximum clusters of the virtual warehouse

Define a clustering key for the sales data table

Rewrite the report to eliminate the use of the loop construct

Question # 3

What are characteristics of Snowpark Python packages? (Select THREE).

Third-party packages can be registered as a dependency to the Snowpark session using the session, import () method.

Python packages can access any external endpoints

Python packages can only be loaded in a local environment

Third-party supported Python packages are locked down to prevent hitting

The SQL command DESCRIBE FUNCTION will list the imported Python packages of the Python User-Defined Function (UDF).

Querying information__schema .packages will provide a list of supported Python packages and versions

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Snowflake DEA-C01 Exam Dumps FAQs

What is Snowflake DEA-C01 exam?

The Snowflake DEA-C01 exam, also known as the SnowPro Advanced: Data Engineer Certification, tests advanced knowledge and skills in applying comprehensive data engineering principles using Snowflake. It is designed for professionals who have hands-on experience in data engineering roles.

What is the format of Snowflake DEA-C01 exam?

The Snowflake DEA-C01 exam consists of multiple-choice and multiple-select questions. It assesses candidates through scenario-based questions and real-world examples to evaluate their expertise in data engineering using Snowflake.

What is the Snowflake DEA-C01 exam focused on?

The Snowflake DEA-C01 exam focuses on various domains including data movement, performance optimization, storage and data protection, security, and data transformation. It tests the ability to source data from different platforms, design scalable compute solutions, and evaluate performance metrics.

What is the worth of taking the Snowflake Certification DEA-C01 exam?

Earning the Snowflake DEA-C01 certification validates your advanced skills in data engineering, making you a valuable asset to employers. It enhances your career prospects and demonstrates your commitment to professional growth in the field of data engineering.

What are the prerequisites for the Snowflake Certification DEA-C01 exam?

Candidates should have at least 2+ years of hands-on experience in a data engineering role using Snowflake. Additionally, holding an active SnowPro Core Certified credential is recommended before attempting the DEA-C01 exam.

What is the difference between DEA-C01 and ADA-C01 certification exams?

The DEA-C01 and ADA-C01 certifications focus on different roles within data management. The DEA-C01 Exam is tailored for data engineers who design and implement data solutions, while ADA-C01 Exam is for data analysts who analyze and interpret data to provide insights.

What study materials does Valid4sure offer for the Snowflake DEA-C01 exam?

Valid4sure offers a comprehensive range of study materials, including DEA-C01 PDF questions, testing engine and a study guide. These materials are designed to help you prepare thoroughly and confidently for the exam.

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Yes, Valid4sure provides a DEA-C01 practice test engine that simulates the actual exam environment. This helps you familiarize yourself with the exam format, time constraints, and question types, allowing you to gauge your preparedness and identify areas for improvement.