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Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Exam is a challenging and comprehensive exam designed to test advanced knowledge and skills in the Snowflake data platform. ARA-C01 exam is intended for individuals who have a deep understanding of Snowflake architecture and its advanced features, including data modeling, performance tuning, security, and governance.

Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Exam is a certification exam that validates the skills and knowledge required to design and implement complex Snowflake solutions. It is a professional-level certification that is designed for architects who have extensive experience working with Snowflake and want to demonstrate their expertise in the field. ARA-C01 Exam Tests the aspirant's ability to design, architect, and implement Snowflake solutions that meet complex business requirements.

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q153-Q158):

NEW QUESTION # 153
Which of the following are characteristics of Snowflake's parameter hierarchy?

A. Table parameters override virtual warehouse parameters.
B. Virtual warehouse parameters override user parameters.
C. Schema parameters override account parameters.
D. Session parameters override virtual warehouse parameters.

Answer: C

Explanation:
This is the correct answer because it reflects the characteristics of Snowflake's parameter hierarchy.
Snowflake provides three types of parameters that can be set for an account: account parameters, session parameters, and object parameters. All parameters have default values, which can be set and then overridden at different levels depending on the parameter type. The following diagram illustrates the hierarchical relationship between the different parameter types and how individual parameters can be overridden at each level1:
As shown in the diagram, schema parameters are a type of object parameters that can be set for schemas.
Schema parameters can override the account parameters that are set at the account level. For example, the LOG_LEVEL parameter can be set at the account level to control the logging level for all objects in the account, but it can also be overridden at the schema level to control the logging level for specific stored procedures and UDFs in that schema2.
The other options listed are not correct because they do not reflect the characteristics of Snowflake's parameter hierarchy. Session parameters do not override virtual warehouse parameters, because virtual warehouse parameters are a type of session parameters that can be set for virtual warehouses. Virtual warehouse parameters do not override user parameters, because user parameters are a type of session parameters that can be set for users. Table parameters do not override virtual warehouse parameters, because table parameters are a type of object parameters that can be set for tables, and object parameters do not affect session parameters1.
References:
* Snowflake Documentation: Parameters
* Snowflake Documentation: Setting Log Level

NEW QUESTION # 154
An Architect would like to save quarter-end financial results for the previous six years.
Which Snowflake feature can the Architect use to accomplish this?

A. Time Travel
B. Zero-copy cloning
C. Search optimization service
D. Secure views
E. Materialized view

Answer: B

Explanation:
Explanation
Zero-copy cloning is a Snowflake feature that can be used to save quarter-end financial results for the previous six years. Zero-copy cloning allows creating a copy of a database, schema, table, or view without duplicating the data or metadata. The clone shares the same data files as the original object, but tracks any changes made to the clone or the original separately. Zero-copy cloning can be usedto create snapshots of data at different points in time, such as quarter-end financial results, and preserve them for future analysis or comparison. Zero-copy cloning is fast, efficient, and does not consume any additional storage space unless the data is modified1.
References:
* Zero-Copy Cloning | Snowflake Documentation

NEW QUESTION # 155
The IT Security team has identified that there is an ongoing credential stuffing attack on many of their organization's system.
What is the BEST way to find recent and ongoing login attempts to Snowflake?

A. View the Users section in the Account tab in the Snowflake UI and review the last login column.
B. Call the LOGIN_HISTORY Information Schema table function.
C. View the History tab in the Snowflake UI and set up a filter for SQL text that contains the text
"LOGIN".
D. Query the LOGIN_HISTORY view in the ACCOUNT_USAGE schema in the SNOWFLAKE database.

Answer: D

Explanation:
Explanation
This view can be used to query login attempts by Snowflake users within the last 365 days (1 year). It provides information such as the event timestamp, the user name, the client IP, the authentication method, the success or failure status, and the error code or message if the login attempt was unsuccessful. By querying this view, the IT Security team can identify any suspicious or malicious login attempts to Snowflake and take appropriate actions to prevent credential stuffing attacks1. The other options are not the best ways to find recent and ongoing login attempts to Snowflake. Option A is incorrect because the LOGIN_HISTORY Information Schema table function only returns login events within the last 7 days, which may not be sufficient to detect credential stuffing attacks that span a longer period of time2. Option C is incorrect because the History tab in the Snowflake UI only shows the queries executed by the current user or role, not the login events of other users or roles3. Option D is incorrect because the Users section in the Account tab in the Snowflake UI only shows the last login time for each user, not the details of the login attempts or the failures.

NEW QUESTION # 156
When loading data from stage using COPY INTO, what options can you specify for the ON_ERROR clause?

A. CONTINUE
B. FAIL
C. ABORT_STATEMENT
D. SKIP_FILE

Answer: A,C,D

NEW QUESTION # 157
For which use cases, will you use cross-cloud and cross-region replication?

A. All of these
B. Business continuity and disaster recovery
C. Secure data sharing across regions/cloud
D. Data portability and account migrations

Answer: A

NEW QUESTION # 158
......

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