Practice ADA-C02 Test | ADA-C02 Dump

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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Objectives
Topic 1: Performance and Monitoring	- Performance tuning and optimization 1. Query performance analysis 2. Warehouse sizing and scaling strategies
Topic 2: Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Virtual warehouse usage and scaling 2. Separation of storage and compute
Topic 3: Data Loading and Unloading	- Bulk and continuous data ingestion 1. COPY INTO operations 2. Stages and file formats
Topic 4: Account and Resource Administration	- Account configuration and management 1. Resource monitors and governance basics 2. Users, roles, and permissions
Topic 5: Security and Access Control	- Authentication and authorization 1. Role-based access control (RBAC) 2. Network policies and secure access
Topic 6: Data Protection and Recovery	- Backup and recovery mechanisms 1. Time Travel and Fail-safe concepts 2. Cloning and data recovery strategies

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q23-Q28):

NEW QUESTION # 23
What information is required from the Identity Provider (IdP) to enable federated authentication in Snowflake? (Choose two.)

A. URL endpoint for SAML requests
B. SAML response format
C. Authentication certificate
D. IdP account details
E. IdP encryption key

Answer: A,C

Explanation:
Federated authentication in Snowflake using SAML requires the Identity Provider's SAML endpoint URL so Snowflake can send authentication requests to the IdP during the login process.
Snowflake also requires the IdP's signing certificate to validate the authenticity and integrity of the SAML assertions returned by the Identity Provider during authentication.

NEW QUESTION # 24
A large international company with many operating regions requires data to be shared bi-directionally among all offices (head office to regional offices and regional offices among themselves). This company is a Snowflake account holder with European operations deployed in Microsoft Azure (single region) while North American regional offices are using AWS (single region) as their deployment cloud. This setup is required to comply with Personal Identifiable Information (PII) regulations in some of the European countries. The corporate head office is in Europe.
How can this data be shared bi-directionally, while MINIMIZING costs?

A. Use the PUT command to move files to an Amazon S3 bucket and Azure Blobs, and use an external file management application to move files within the corporate VPC.
B. Use bi-directional data sharing among offices in the same region and replication among offices across the continents.
C. Use data replication everywhere to reduce costs associated with same-region sharing.
D. Move all the Snowflake accounts to a single region, and implement data sharing.

Answer: B

Explanation:
Direct data sharing is the most cost-efficient method when accounts are in the same region and cloud. For cross-continent or cross-cloud sharing, Snowflake requires replication. Combining both - data sharing within the same region and replication across continents - ensures compliance, minimizes costs, and enables bi-directional sharing.

NEW QUESTION # 25
A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous IoT data. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
According to best practices, how should these requirements be met? (Choose two.)

A. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
B. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
C. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
D. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
E. The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.

Answer: D,E

Explanation:
To ensure consistent recovery, fact and dimension tables must have the same DATA_RETENTION_TIME_IN_DAYS, so they can be restored to the same point in time.
Cloning the fact and dimension tables together with consistent Time Travel options ensures data integrity and avoids referential mismatches when reverting to a prior state.

NEW QUESTION # 26
What are benefits of using Snowflake organizations? (Choose two.)

A. Administrators can monitor and understand usage across all accounts in the organization.
B. Administrators have the ability to create accounts in any available cloud provider or region.
C. Administrators can change Snowflake account editions on-demand based on need.
D. Administrators can simplify data movement across all accounts within the organization.
E. User administration is simplified across all accounts within the organization.

Answer: A,B

Explanation:
Snowflake organizations provide centralized usage monitoring across all accounts in the organization and give administrators the ability to create accounts in any supported cloud provider or region. These are the key benefits of using organizations in Snowflake.

NEW QUESTION # 27
When adding secure views to a share in Snowflake, which function is needed to authorize users from another account to access rows in a base table?

A. CURRENT ACCOUNT
B. CURRENT CLIENT
C. CURRENT USER
D. CURRENT ROLE

Answer: A

Explanation:
When building secure views for data sharing, the CURRENT_ACCOUNT function is used to identify and authorize the consuming account. This ensures that row-level security can be enforced per consumer account accessing the shared data.

NEW QUESTION # 28
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