SOL-C01 Exam Dumps : SnowPro Associate: Platform Certification Exam

Snowflake compute resources are referred to asVirtual Warehouses. A virtual warehouse is a cluster of compute nodes that executes SQL queries, performs DML operations (INSERT/UPDATE/DELETE), and runs data loading or transformation tasks.

Virtual Warehouses provide:

Dedicated compute isolation

Independent scaling (resize at any time)

Concurrency support through multi-cluster mode

Auto-suspend and auto-resume for cost efficiency

While Virtual Warehouses consist of compute clusters under the hood, Snowflake abstracts the underlying VM and node architecture, exposing only the warehouse construct to users. This ensures simplicity and avoids operational burdens such as node management.

Incorrect terms like Data Nodes or Virtual Machines represent underlying infrastructure concepts not exposed to end users.

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Snowflake notebooks use the.ipynbfile extension, the standard format for Jupyter notebooks. This format stores executable code, markdown, metadata, and cell outputs in a structured JSON layout. Snowflake adopts this format to ensure compatibility with the broader Python ecosystem, thereby enabling seamless migration between Snowflake and external notebook environments.

The .ipynb structure allows mixed SQL and Python cells, visualizations, Streamlit components, documentation, and stepwise development within Snowsight. It supports reproducibility, collaboration, and integration with Snowpark and Cortex.

Incorrect formats:

.ipnbis a misspelling and invalid.

.sqlis used for SQL scripts only.

.txtcannot represent notebook metadata or cell structure.

Thus, .ipynb is the correct and only supported notebook format.

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TheACCOUNTADMINrole is Snowflake’s highest-privileged system-defined role. It provides complete administrative authority across the entire Snowflake account. Its functions include:

Managing global account parameters, replication settings, business continuity, failover groups, and region configurations

Administering billing, resource monitoring, and governance

Granting and revoking privileges across all objects and roles

Overseeing role hierarchy, including SECURITYADMIN and SYSADMIN

It is typically reserved for platform owners and security/governance teams, following least-privilege principles.

“Create and manage databases” is primarily a SYSADMIN responsibility.

“Monitor query performance” can be accomplished by roles with MONITOR privileges; it is not exclusive to ACCOUNTADMIN.

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