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Snowflake COF-C03 Exam Dumps
SnowPro Core Certification 2026 Exam
Total Questions : 1120
Update Date : July 14, 2026
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Snowflake COF-C03 Sample Questions
Question # 1What metadata does Snowflake store concerning all rows stored in a micro-partition? (Select TWO).
A: A count of the number of total values in the micro-partition
B: The range of values for each partition in the micro-partition
C: The range of values for each of the rows in the micro-partition
D: The range of values for each of the columns in the micro-partition
E: The number of distinct values for each column in the micro-partition
Question # 2
Which statement will trigger a stream to advance its offset?
A: DESCRIBE STREAM
B: ALTER STREAM
C: DROP STREM
D: CREATE OR REPLACE STREAM
Question # 3
What kind of value does a User-Defined Function (UDF) return? (Select TWO).
A: Dictionary
B: List
C: Object
D: Scalar
E: Tabular
Question # 4
What virtual warehouse feature or setting will reduce the performance impact when running larger-than-average queries by offloading portions of the query processing work to shared compute resources?
A: Using a multi-cluster virtual warehouse
B: Using the query acceleration service
C: Using the search optimization service
D: Disabling auto-suspend
Question # 5
Which Snowflake feature enables loading data from cloud storage as soon as files ate available in a stage?
A: COPY_INTO <location> command
B: Data replication
C: Snowpipe
D: Direct share
Question # 6
What is the expiration period tor a file URL used to access unstructured data in cloud storage?
A: The remainder of the session
B: An unlimited amount of time
C: The length of time specified in the expiration_time argument
D: The same length of time as the expiration period for the query results cache
Question # 7
Which Snowflake data governance feature supports resource usage monitoring?
A: Data classification
B: Column lineage
C: Access history
D: Object tagging
Question # 8
When cloning a schema, which Snowflake object will not be included in the clone?
A: An external stage
B: A named internal stage
C: A task
D: A User-Defined Function (UDF)
Question # 9
Which features can be used with the Snowflake Standard edition? (Select TWO).
A: Materialized views
B: External functions
C: Multi-cluster virtual warehouses
D: Fail-safe
E: Row-level security
Question # 10
Which privilege is required for a user to be able to view a resource monitor?
A: USAGE
B: SELECT
C: MONITOR
D: OPERATE
Question # 11
Which privilege is required for a user to be able to view a resource monitor?
A: USAGE
B: SELECT
C: MONITOR
D: OPERATE
Question # 12
Why is a federated environment used for user authentication in Snowflake?
A: To enhance data security and privacy
B: To provide real-lime monitoring of user activities
C: To separate user authentication from user access
D: To enable direct integration with external databases
Question # 13
What are valid values for the FIELD_OPTIONALLY_ENCLOSED_BY option in the copy into command used during data unloading? (Select TWO).
A: Single quote character (')
B: NULL
C: 'NULL'
D: NONE
E: 'NONE'
Question # 14
When will Snowflake charge credits for the use of the Cloud Services layer?
A: Credits will be charged whenever the Cloud Services layer is used.
B: Credits will be charged only when running a Snowflake-provisioned compute warehouse comfute_wh.
C: Credits will be charged when the daily consumption of cloud services resources exceeds Wo of the dailywarehouse usage.
D: Credits will be charged only when a virtual warehouse consumes serverless compute services.
Question # 15
Where is metadata management handled in Snowflake?
A: Cloud Services
B: Compute
C: Database Storage
D: Query Processing
Question # 16
Which type of URL gives permanent access to files in cloud storage?
A: Pre-signed URL
B: Account URL
C: Scoped URL
D: File URL
Question # 17
The Snowflake VARIANT data type imposes a 16 MB size limit on what?
A: An individual row
B: An individual column
C: A view
D: A file in a stage
Question # 18
What is the MINIMUM Snowflake edition required to use the query acceleration service?
A: Standard
B: Enterprise
C: Business Critical
D: Virtual Private Snowflake (VPS)
Question # 19
When retrieving data from a table which type of query will benefit the MOST from use of the search optimization service?
A: Queries with unpredictable data volumes.
B: Queries with highly-selective table filters that return a small subset of rows.
C: Queries on fields in a VARIANT column that will return all data as structured data.
D: Queries that involve one or more columns inside the cluster key using the lowest cardinality to selectfilters.
Question # 20
Which Snowflake objects use storage? (Select TWO)
A: Regular table
B: Regular view
C: Cached query result
D: Materialized view
E: External table
Question # 21
Which default warehouse configuration has the highest precedence whenever a new session is created by a user?
A: Default warehouse tor the user
B: Default warehouse in the configuration file of the client utilities
C: Default warehouse specified on a CLI or in drivers/connectors parameters
D: Default warehouse of the role assigned to the user
Question # 22
Which schema-level objects allow the user to periodically perform an action under specific conditions, based on data within Snowflake?
A: Alerts
B: External tables
C: Secure views
D: Materialized views
Question # 23
What is the MINIMUM Snowflake edition required to add masking policies to selectively mask plain-text data in a table or in view columns at query time?
A: Standard
B: Enterprise
C: Business Critical
D: Virtual Private Snowflake (VPS)
Question # 24
Which steps will help optimize query performance? (Select TWO).
A: Using the query acceleration service
B: Clustering a table
C: Indexing a column
D: Increasing the size of the micro-partitions
E: Decreasing the size of the virtual warehouse
Question # 25
A Snowflake user is actively logged into Snowflake when a user-level network policy is assigned to that user. Which Snowflake do it the user's IP address does not match the user-level network policy rules?
A: Log the user out.
B: Deactivate the network policy.
C: Prevent the user from executing additional queries.
D: Allow the user to continue until the session or login token expires.
Question # 26
Which table type is used in the file processing pipeline to process unstructured data in Snowflake?
A: Temporary
B: Directory
C: Standard
D: Transient
Question # 27
Which resource monitor setting will cancel all active queries in a virtual warehouse when the threshold is met?
A: NOTIF
B: NOTIFY_USERS
C: SUSPEND
D: SUSPEND_IMMEDIATE
Question # 28
Which table function will return the output of a previously-run command?
A: FLATTEN
B: QUERY_HISTORY
C: TASK_HISTORY
D: RESULT_SCAN
Question # 29
When do Snowflake object owners lose their ability to make grant decisions?
A: When the object owner has been granted a database role
B: When the object owner has been granted an account role
C: When the object is part of a managed access schema
D: When the object is part of a regular schema.
Question # 30
A Snowflake user needs to optimize the definition of a secure view, but the user cannot see the view. Which of the LEAST-PRIVILEGED access or role that should be granted to the user to complete this task?
A: Grant the user the AYSADMIN role.
B: Grant the user the ownership privilege on the secure view.
C: Grant the user the imported privileges privilege on the database.
D: Grant the user the SHOWFLAKE. object viewer database role.
Question # 31
The customer table in the T1 database is accidentally dropped. Which privileges are required to restore this table? {Select TWO).
A: SELECT privilege on the customer table
B: ownership privilege on the customer table
C: All privileges on the customer table
D: All privileges on the T1 database
E: CREATE TABIE privilege on the T1 database
Question # 32
A Snowflake user wants to design a series of transformations that need to be executed in a specific orderon a given schedule.Which of the snowflake objects should be used?
A: Pipes
B: Tasks
C: Streams
D: Sequences
Question # 33
Which Snowflake tool provides detailed execution statistics of a query with no cost to the user?
A: Query Profile
B: Query history
C: Visualization chart
D: Query acceleration service
Question # 34
What actions can be performed by a consumer account on a shared database? (Select TWO)
A: Cloning a shared table
B: Modifying the data in a shared table
C: Using Time Travel on a shared table
D: Executing the select statement on a shared table
E: Joining the data from a shared table with another table
Question # 35
How can network and private connectivity security be managed in Snowflake?
A: By setting up network policies with IPv4 IP addresses
B: By putting the Snowflake URL on the allowed list for get method responses
C: By manually setting up vulnerability patch management policies
D: By manually setting up an Intrusion Prevention System (IPS) on each account
Question # 36
Which strategy for optimizing virtual warehouse performance should be used to speed the execution of a very large query?
A: Use the query acceleration service.
B: Enable the search optimization service.
C: Convert to a multi-cluster warehouse.
D: Increase the size of the warehouse.
Question # 37
Which features are included in Snowsight? (Select TWO)
A: Worksheet sharing
B: Referencing SnowSQL
C: Exploring the Snowflake Marketplace
D: Changing the Snowflake account cloud provider
E: Downloading query result data larger than 100 MB
Question # 38
Which command can be performed on a Snowflake secure view?
A: SELECT
B: INSERT
C: UPDATE
D: DELETE
Question # 39
Which transformation techniques are supported for bulk loading data into Snowflake using the copy into command? (Select TWO)
A: Column grouping
B: Column omission
C: Column reordering
D: Column aggregation
E: Selection of a limited number of rows
Question # 40
What does Snowflake recommend when planning virtual warehouse usage for a data load?
A: Load the fewest possible number of large files.
B: Dedicate a separate warehouse for loading data.
C: Increase the size of the warehouse used.
D: Use several single-duster warehouses.
Question # 41
Which function, when added to a select statement will return a randomly-selected, specified number ofrows from a table?
A: AVERAGE <num> ROWS)
B: MEDIAN<<num> RONS)
C: SAMPLE(<num> ROWS)
D: RANDOM(<num> ROUS)
Question # 42
Based on a review of a Query Profile, which scenarios will benefit the MOST from the use of a data clustering key? (Select TWO.)
A: A column that appears most frequently in order by operations
B: A column that appears most frequently in where operations
C: A column that appears most frequently in group by operations
D: A column that appears most frequently in aggregate operations
E: A column that appears most frequently in join operations
Question # 43
Which function will convert semi-structured data to a relational data representation?
A: PARSE JSON
B: FLATTEN
C: OBJECT_CONSTRUCT
D: OBJECT_AGG
Question # 44
How does Snowflake recommend defining a clustering key on a high-cardinality column that includes a 15 digit ID numbered column ID_NUMER?
A: TRUNC (ID_NUMBER, -6)
B: TRUNC (ID_NUMBER, 5)
C: ID_NUMBER*100
D: TO CHAR(ID_NUMBER)
Question # 45
Which Snowflake feature or service is primarily used for managing and monitoring data and user activities?
A: Snowsight
B: SnowSQL
C: Snowflake Marketplace
D: Streamlit
Question # 46
Which command can be used to unload data into an external named stage in Snowflake?
A: PUT
B: CREATE <object>
C: COPY INTO <table>
D: COPY INTO <location>
Question # 47
Which virtual warehouse auto-suspend configurations will result in a warehouse that runs continually 24 hours a day, 7 days a week? (Select TWO).
A: -1
B: 0
C: 86400
D: 172800
E: NULL
Question # 48
What situation is likely to cause data spillage when a query is run?
A: When the query contains multiple filters and no data is returned.
B: When a virtual warehouse runs out of memory while executing the query.
C: When the number of queries exceeds the max_concurrency_level parameter setting.
D: When running queries that exceed the statement_timecut_in_seccnds parameter setting.
Question # 49
What is a fundamental characteristic of Snowflake micro-partitions?
A: They can be read directly as files.
B: They serve as an index for Snowflake tables.
C: They are sized based on Time Travel requirements.
D: Once established they cannot be changed.
Question # 50
A stream object will advance its offset when it is used in which statement?
A: SELECT
B: INSERT
C: CREATE
D: COPY INTO <location>
Question # 51
What object does Snowflake recommend using when planning to unload similarly-formatted data on a regular basis?
A: Stream
B: Task
C: Storage integration
D: Named file format
Question # 52
A query is using more credits than expected. The Query Profile shows that a majority of the queryexecution is spent on remote disk I/O.How can this be prevented m the future?
A: Convert the virtual warehouse to Maximized mode.
B: Increase the size of the virtual warehouse.
C: Increase the auto suspend time in the virtual warehouse.
D: Increase the number of clusters in the virtual warehouse.
Question # 53
Which Snowflake object is supported by both database replication and replication groups?
A: Pipes
B: Users
C: Stages
D: Materialized views
Question # 54
What action should be taken if a large number of concurrent queries are queued in a virtual warehouse?
A: Scale-up by resizing the warehouse.
B: Scale-out with a multi-cluster warehouse.
C: Disable auto-suspend on the warehouse.
D: Enable auto-resume on the warehouse
Question # 55
How is Single Sign-On (SSO) authentication used in Snowflake?
A: SSO is an authentication method which uses a pair of keys, a public key and a private key. to verify theidentity of a user.
B: SSO is an authentication method that uses a username and password in the API request header.
C: SSO is an authentication method that allows a user to sign into multiple applications with a single set ofcredentials.
D: SSO is an integrated Snowflake feature powered by the Duo Security service which is managedcompletely by Snowflake.
Question # 56
What virtual warehouse configuration should be used when processing a large number of complex queries?
A: Use the auto-resume feature.
B: Run the warehouse in auto-scale mode.
C: Increase the size of the warehouse.
D: Increase the number of warehouse clusters.
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