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In the Query Profile, what does the Pruning section provide?

A.

Information on how Snowflake removed rows from the query results.

B.

Information on how Snowflake removed columns from the query results.

C.

Information on how Snowflake removed objects from the query plan.

D.

Information on how Snowflake removed micro-partitions from the query scan.

How do you specify a custom delimiter for a CSV file when using COPY INTO

?

A.

Using the FIELD_DELIMITER file format option

B.

Using the FIELD_SEPARATOR stage property.

C.

Using the DELIMITER_CHAR table property.

D.

Using the COLUMN_SEPARATOR query parameter

What is Snowflake Data Exchange used for?

A.

Storing raw data

B.

Sharing data between specific Snowflake accounts

C.

Managing user permissions

D.

Sharing data with all Snowflake accounts

What is the purpose of a role hierarchy in Snowflake?

A.

To define the sequence of SQL queries

B.

To organize roles and grant inherited privileges

C.

To manage network settings

D.

To store raw data

How can you load JSON data into a Snowflake table from stage?

A.

Use the INSERT INTO command

B.

Use the COPY INTO command

C.

Use the LOAD DATA command

D.

Use the UPLOAD JSON command

command as the primary mechanism for bulk loading semi-structured data, including JSON, from internal or external stages. COPY INTO is optimized for large file ingestion and supports file format specifications, such as TYPE=JSON, enabling Snowflake to parse, validate, and store JSON into the VARIANT data type. Unlike INSERT INTO, which is suitable for row-level inserts, COPY INTO supports large-scale ingestion with parallelization and error-handling parameters. Commands such as LOAD DATA or UPLOAD JSON are not part of Snowflake’s SQL interface. COPY INTO works seamlessly with both internal stages (USER, TABLE, or NAMED stages) and external cloud storage stages (S3, Azure Blob, GCS). Once the JSON is loaded, users can query nested fields using dot or bracket notation, flatten arrays for relational use, and build transformations directly in SQL. Therefore, the COPY INTO command is the correct and supported method for loading JSON files from a Snowflake stage.

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What kind of information can be found in Query History in Snowsight? (Select THREE)

A.

Virtual Warehouse size used

B.

Credit consumption

C.

Execution Status (e.g. Succeeded, Failed)

D.

Duration of the query

E.

Query ID

What is the Snowsight object browser used for?

A.

To manage virtual warehouses

B.

To create Snowsight worksheets

C.

To modify security settings for objects

D.

To view and filter database objects

What is the primary benefit of Zero-Copy Cloning in Snowflake?

A.

It allows creating writable copies of databases or tables without duplicating stored data.

B.

It creates a full physical copy of data for archival.

C.

It enables real-time data synchronization between regions.

D.

It prevents any modifications to the cloned data.

What is the purpose of the USE SCHEMA command in Snowflake?

A.

To modify the schema structure in a session

B.

To create a new schema in a database

C.

To take ownership of an existing schema

D.

To set the current schema for a session

When loading CSV data, what FILE FORMAT option allows you to skip the header row?

A.

SKIP_FILE_HEADER = FALSE

B.

IGNORE_HEADER = TRUE

C.

HEADER_SKIP = 1

D.

SKIP_HEADER = 1