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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q80-Q85):

NEW QUESTION # 80
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. Materialized view
B. Zero-copy cloning
C. Time Travel
D. Secure views
E. Search optimization service

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 # 81
An Architect needs to design a data unloading strategy for Snowflake, that will be used with the COPY INTO
<location> command.
Which configuration is valid?

A. Location of files: Azure ADLS
. File formats: JSON, XML, Avro, Parquet, ORC
. Compression: bzip2
. Encryption: User-supplied key
B. Location of files: Google Cloud Storage
. File formats: Parquet
. File encoding: UTF-8
Compression: gzip
C. Location of files: Amazon S3
. File formats: CSV, JSON
. File encoding: Latin-1 (ISO-8859)
. Encryption: 128-bit
D. Location of files: Snowflake internal location
. File formats: CSV, XML
. File encoding: UTF-8
. Encryption: 128-bit

Answer: B

NEW QUESTION # 82
What are characteristics of the use of transactions in Snowflake? (Select TWO).

A. A transaction can be started explicitly by executing a begin transaction statement and end explicitly by executing an end transaction statement.
B. The autocommit setting can be changed inside a stored procedure.
C. Explicit transactions can contain DDL, DML, and query statements.
D. Explicit transactions should contain only DML statements and query statements. All DDL statements implicitly commit active transactions.
E. A transaction can be started explicitly by executing a begin work statement and end explicitly by executing a commit work statement.

Answer: B,C

NEW QUESTION # 83
Consider the following COPY command which is loading data with CSV format into a Snowflake table from an internal stage through a data transformation query.

This command results in the following error:
SQL compilation error: invalid parameter 'validation_mode'
Assuming the syntax is correct, what is the cause of this error?

A. The VALIDATION_MODE parameter does not support COPY statements that transform data during a load.
B. The VALIDATION_MODE parameter does not support COPY statements with CSV file formats.
C. The VALIDATION_MODE parameter supports COPY statements that load data from external stages only.
D. The value return_all_errors of the option VALIDATION_MODE is causing a compilation error.

Answer: A

Explanation:
* The VALIDATION_MODE parameter is used to specify the behavior of the COPY statement when loading data into a table. It is used to specify whether the COPY statement should return an error if any of the rows in the file are invalid or if it should continue loading the valid rows. The VALIDATION_MODE parameter is only supported for COPY statements that load data from external stages1.
* The query in the question uses a data transformation query to load data from an internal stage. A data transformation query is a query that transforms the data during the load process, such as parsing JSON or XML data, applying functions, or joining with other tables2.
* According to the documentation, VALIDATION_MODE does not support COPY statements that transform data during a load. If the parameter is specified, the COPY statement returns an error1.
Therefore, option C is the correct answer.
References: : COPY INTO <table> : Transforming Data During a Load

NEW QUESTION # 84
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: B

Explanation:
In Snowflake's parameter hierarchy, virtual warehouse parameters take precedence over user parameters. This hierarchy is designed to ensure that settings at the virtual warehouse level, which typically reflect the requirements of a specific workload or set of queries, override the preferences set at the individual user level.
This helps maintain consistent performance and resource utilization as specified by the administrators managing the virtual warehouses.
References:Snowflake documentation on parameter hierarchy, found in the SnowPro Advanced: Architect learning materials.

NEW QUESTION # 85
......

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