Snowflake DEA-C01 Prüfungs & DEA-C01 Deutsch Prüfung

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Snowflake DEA-C01 Prüfungsplan:

Thema	Einzelheiten
Thema 1	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.
Thema 2	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.
Thema 3	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.
Thema 4	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.
Thema 5	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.

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Snowflake SnowPro Advanced: Data Engineer Certification Exam DEA-C01 Prüfungsfragen mit Lösungen (Q240-Q245):

240. Frage
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?

A. Revoke grant decisions from the user on the table
B. Revoke grant decisions from the user on the schema.
C. Add the with managed access parameter on the schema
D. Grant ownership to the user on the table

Antwort: C

Begründung:
Explanation
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.

241. Frage
A data engineer needs to onboard a new data producer into AWS. The data producer needs to migrate data products to AWS.
The data producer maintains many data pipelines that support a business application. Each pipeline must have service accounts and their corresponding credentials. The data engineer must establish a secure connection from the data producer's on-premises data center to AWS. The data engineer must not use the public internet to transfer data from an on-premises data center to AWS.
Which solution will meet these requirements?

A. Create an AWS Direct Connect connection to the on-premises data center. Store the service account credentials in AWS Secrets manager.
B. Create an AWS Direct Connect connection to the on-premises data center. Store the application keys in AWS Secrets Manager. Create Amazon S3 buckets that contain presigned URLS that have one-day expiration dates.
C. Instruct the new data producer to create Amazon Machine Images (AMIs) on Amazon Elastic Container Service (Amazon ECS) to store the code base of the application. Create security groups in a public subnet that allow connections only to the on-premises data center.
D. Create a security group in a public subnet. Configure the security group to allow only connections from the CIDR blocks that correspond to the data producer. Create Amazon S3 buckets than contain presigned URLS that have one-day expiration dates.

Antwort: A

Begründung:
AWS Direct Connect provides a dedicated, private network connection between the on-premises data center and AWS, ensuring that data is not transferred over the public internet. This fulfills the requirement of secure, private connectivity.
AWS Secrets Manager securely stores, rotates, and manages access to sensitive information such as service account credentials, reducing the need to embed credentials in code or configuration files.

242. Frage
Select the Correct statements with regard to using Federated authentication/SSO?

A. Snowflake supports multiple audience values (i.e. Audience or Audience Restriction Fields) in the SAML 2.0 assertion from the identity provider to Snowflake.
B. Snowflake supports SSO with Private Connectivity to the Snowflake Service for Snow-flake accounts on Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform.
C. Snowflake supports using MFA in conjunction with SSO to provide additional levels of security.
D. Snowflake supports using SSO with organizations, and you can use the corresponding URL in the SAML2 security integration.

Antwort: A,B,C,D

243. Frage
A retail company uses AWS Glue for extract, transform, and load (ETL) operations on a dataset that contains information about customer orders. The company wants to implement specific validation rules to ensure data accuracy and consistency.
Which solution will meet these requirements?

A. Use the built-in AWS Glue Data Quality transforms for standard data quality validations.
B. Use AWS Glue Data Catalog to maintain a centralized data schema and metadata repository.
C. Use AWS Glue job bookmarks to track the data for accuracy and consistency.
D. Create custom AWS Glue Data Quality rulesets to define specific data quality checks.

Antwort: D

Begründung:
Custom AWS Glue Data Quality rulesets allow you to define precise data quality checks tailored to your specific needs, ensuring that the data meets the required standards of accuracy and consistency. This approach provides flexibility to implement a wide range of validation rules based on your business requirements.

244. Frage
The developer team is using AWS CodeCommit for hosting private Git repositories. Developers review the code stored in this repository and merge it to the branches. The developer team wants to download code contents from a remote branch to a local repository.
What command can be used for this purpose?

A. git fetchright
B. git branch -r
C. git branch
D. git branch -a

Antwort: A

Begründung:
The "git fetch" command will pull information about all the branches in the CodeCommit repository to the local repo.
Reference:
https://docs.aws.amazon.com/codecommit/latest/userguide/how-to-basic-git.html

245. Frage
......

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