Full Access Snowflake COF-C02 Tutorials

The ENABLE_ACCOUNT_DATABASE_REPLICATION parameter is a critical setting in Snowflake that allows or restricts the replication of databases across Snowflake accounts. Given the significant impact of this parameter on data management and security, only the ACCOUNTADMIN role has the minimum required privileges to set or modify it. This ensures that only users with the highest level of access and responsibility within the Snowflake environment can control database replication settings, maintaining strict governance and security standards.References: Snowflake Documentation on Database Replication

Snowflake recommends considering adding a clustering key to a table when its size reaches 1 Terabyte (TB) or larger. Clustering keys help optimize the storage and query performance by organizing the data in a table based on the specified columns. This is particularly beneficial for large tables where data retrieval can become inefficient without proper clustering.

Why Clustering Keys Are Important: Clustering keys ensure that data stored in Snowflake is physically ordered in a way that aligns with the most frequent access patterns, thereby reducing the amount of scanned data during queries and improving performance.

Recommendation Basis: The recommendation for tables of size 1 TB or larger is based on the observation that smaller tables generally do not benefit as much from clustering, given Snowflake's architecture. However, as tables grow in size, the benefits of clustering become more pronounced.

Implementing Clustering Keys:

To set a clustering key for a table, you can use the CLUSTER BY clause during table creation or alter an existing table to add it:

CREATE TABLE my_table (... ) CLUSTER BY (column1, column2);

Or for an existing table:

ALTER TABLE my_table CLUSTER BY (column1, column2);

A directory table in Snowflake is an implicit object layered on a stage, whether internal or external. It allows users to query the contents of a stage as if it were a table, providing metadata about the files stored in the stage, such as filenames, file sizes, and last modified timestamps.

References:

Snowflake Documentation: Directory Tables

To restore a dropped table in Snowflake, you need specific privileges:

Ownership (B): The owner of the table can perform all operations, including restoring dropped tables.

All privileges on the database (D): Having full database privileges includes access to restore dropped objects within that database.

Why Other Options Are Incorrect:

A. Select privilege: Only allows querying data, not restoration.

C. All privileges on the table: The table no longer exists, so this does not apply.

E. Create table privilege: This allows creating new tables, not restoring dropped ones.

References:

Undrop Table

Snowflake Privileges Documentation