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Reliable ARA-C01 Real Test & ARA-C01 Braindumps Torrent

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Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Certification Exam is an essential credential for professionals who want to demonstrate their expertise in Snowflake architecture. SnowPro Advanced Architect Certification certification program is designed to help professionals stay up-to-date with the latest industry trends and technologies, and it can help them advance their careers by demonstrating their skills and knowledge to potential employers.

Snowflake ARA-C01 Exam covers a wide range of topics, including data modeling, security, performance, and scalability. ARA-C01 exam also tests the candidate's knowledge of Snowflake's data warehousing capabilities, including how to design and implement a data warehouse solution using Snowflake's features. ARA-C01 exam is designed to test a candidate's ability to design and implement complex data solutions on the Snowflake platform.

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Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Certification Exam is a cloud-based certification exam that is designed to validate the advanced skills and knowledge of Snowflake architects. SnowPro Advanced Architect Certification certification exam is intended for those professionals who possess a deep understanding of Snowflake data warehouses and their architecture, and who can design and implement complex Snowflake solutions using best practices. The SnowPro Advanced Architect Certification Exam is a vendor-neutral certification, which means that it is not affiliated with any particular vendor or technology.

Snowflake SnowPro Advanced Architect Certification Sample Questions (Q68-Q73):

NEW QUESTION # 68
Validation mode can take the below options

A. RETURN_SEVERE_EERORS_ONLY
B. RETURN_<n>_ROWS
C. RETURN_ERRORS
D. RETURN_ALL_ERRORS

Answer: B,C,D

NEW QUESTION # 69
The data share exists between a data provider account and a data consumer account. Five tables from the provider account are being shared with the consumer account. The consumer role has been granted the imported privileges privilege.
What will happen to the consumer account if a new table (table_6) is added to the provider schema?

A. The consumer role will see the table only after this grant is given on the provider side:use role accountadmin;Grant select on table EDW.ACCOUNTING.Table_6 to share PSHARE_EDW_4TEST;
B. The consumer role will see the table only after this grant is given on the provider side:use role accountadmin;grant usage on database EDW to share PSHARE_EDW_4TEST ;grant usage on schema EDW.ACCOUNTING to share PSHARE_EDW_4TEST ;Grant select on table EDW.ACCOUNTING.Table_6 to database PSHARE_EDW_4TEST_DB ;
C. The consumer role will automatically see the new table and no additional grants are needed.
D. The consumer role will see the table only after this grant is given on the consumer side:grant imported privileges on database PSHARE_EDW_4TEST_DB to DEV_ROLE;

Answer: B

Explanation:
When a new table (table_6) is added to a schema in the provider's account that is part of a data share, the consumer will not automatically see the new table. The consumer will only be able to access the new table once the appropriate privileges are granted by the provider. The correct process, as outlined in option D, involves using the provider's ACCOUNTADMIN role to grant USAGE privileges on the database and schema, followed by SELECT privileges on the new table, specifically to the share that includes the consumer's database. This ensures that the consumer account can access the new table under the established data sharing setup.
References:
Snowflake Documentation on Managing Access Control
Snowflake Documentation on Data Sharing

NEW QUESTION # 70
Which query will identify the specific days and virtual warehouses that would benefit from a multi-cluster warehouse to improve the performance of a particular workload?

Answer: B

NEW QUESTION # 71
A DevOps team has a requirement for recovery of staging tables used in a complex set of data pipelines. The staging tables are all located in the same staging schema. One of the requirements is to have online recovery of data on a rolling 7-day basis.
After setting up the DATA_RETENTION_TIME_IN_DAYS at the database level, certain tables remain unrecoverable past 1 day.
What would cause this to occur? (Choose two.)

A. The DevOps role should be granted ALLOW_RECOVERY privilege on the staging schema.
B. The staging schema has not been setup for MANAGED ACCESS.
C. The DATA_RETENTION_TIME_IN_DAYS for the staging schema has been set to 1 day.
D. The staging tables are of the TRANSIENT type.
E. The tables exceed the 1 TB limit for data recovery.

Answer: C,D

Explanation:
* The DATA_RETENTION_TIME_IN_DAYS parameter controls the Time Travel retention period for an object (database, schema, or table) in Snowflake. This parameter specifies the number of days for which historical data is preserved and can be accessed using Time Travel operations (SELECT, CREATE ... CLONE, UNDROP)1.
* The requirement for recovery of staging tables on a rolling 7-day basis means that the DATA_RETENTION_TIME_IN_DAYS parameter should be set to 7 at the database level. However, this parameter can be overridden at the lower levels (schema or table) if they have a different value1.
* Therefore, one possible cause for certain tables to remain unrecoverable past 1 day is that the DATA_RETENTION_TIME_IN_DAYS for the staging schema has been set to 1 day. This would override the database level setting and limit the Time Travel retention period for all the tables in the schema to 1 day. To fix this, the parameter should be unset or set to 7 at the schema level1. Therefore, option B is correct.
* Another possible cause for certain tables to remain unrecoverable past 1 day is that the staging tables are of the TRANSIENT type. Transient tables are tables that do not have a Fail-safe period and can have a Time Travel retention period of either 0 or 1 day. Transient tables are suitable for temporary or intermediate data that can be easily reproduced or replicated2. Tofix this, the tables should be created as permanent tables, which can have a Time Travel retention period of up to 90 days1. Therefore, option D is correct.
* Option A is incorrect because the MANAGED ACCESS feature is not related to the data recovery requirement. MANAGED ACCESS is a feature that allows granting access privileges to objects without explicitly granting the privileges to roles. It does not affect the Time Travel retention period or the data availability3.
* Option C is incorrect because there is no 1 TB limit for data recovery in Snowflake. The data storage size does not affect the Time Travel retention period or the data availability4.
* Option E is incorrect because there is no ALLOW_RECOVERY privilege in Snowflake. The privilege required to perform Time Travel operations is SELECT, which allows querying historical data in tables5.
Understanding & Using Time Travel : Transient Tables : Managed Access : Understanding Storage Cost : Table Privileges

NEW QUESTION # 72
Choose the different ways that you have to optimize query performance

A. Creating one or more materialized views
B. Clustering a table
C. Search Optimization
D. Vacuuming

Answer: A,B,C

NEW QUESTION # 73
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