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COF-C02 Exam Dumps - SnowPro Core Certification Exam (COF-C02)

Question # 4

A developer is granted ownership of a table that has a masking policy. The developer's role is not able to see the masked data. Will the developer be able to modify the table to read the masked data?

A.

Yes, because a table owner has full control and can unset masking policies.

B.

Yes, because masking policies only apply to cloned tables.

C.

No, because masking policies must always reference specific access roles.

D.

No, because ownership of a table does not include the ability to change masking policies

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Question # 5

How often are encryption keys automatically rotated by Snowflake?

A.

30 Days

B.

60 Days

C.

90 Days

D.

365 Days

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Question # 6

What are value types that a VARIANT column can store? (Select TWO)

A.

STRUCT

B.

OBJECT

C.

BINARY

D.

ARRAY

E.

CLOB

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Question # 7

When reviewing a query profile, what is a symptom that a query is too large to fit into the memory?

A.

A single join node uses more than 50% of the query time

B.

Partitions scanned is equal to partitions total

C.

An AggregateOperacor node is present

D.

The query is spilling to remote storage

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Question # 8

What is a best practice after creating a custom role?

A.

Create the custom role using the SYSADMIN role.

B.

Assign the custom role to the SYSADMIN role

C.

Assign the custom role to the PUBLIC role

D.

Add__CUSTOM to all custom role names

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Question # 9

When reviewing the load for a warehouse using the load monitoring chart, the chart indicates that a high volume of Queries are always queuing in the warehouse

According to recommended best practice, what should be done to reduce the Queue volume? (Select TWO).

A.

Use multi-clustered warehousing to scale out warehouse capacity.

B.

Scale up the warehouse size to allow Queries to execute faster.

C.

Stop and start the warehouse to clear the queued queries

D.

Migrate some queries to a new warehouse to reduce load

E.

Limit user access to the warehouse so fewer queries are run against it.

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Question # 10

Which of the following are best practice recommendations that should be considered when loading data into Snowflake? (Select TWO).

A.

Load files that are approximately 25 MB or smaller.

B.

Remove all dates and timestamps.

C.

Load files that are approximately 100-250 MB (or larger)

D.

Avoid using embedded characters such as commas for numeric data types

E.

Remove semi-structured data types

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Question # 11

What is the default character set used when loading CSV files into Snowflake?

A.

UTF-8

B.

UTF-16

C.

ISO S859-1

D.

ANSI_X3.A

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Question # 12

In the query profiler view for a query, which components represent areas that can be used to help optimize query performance? (Select TWO)

A.

Bytes scanned

B.

Bytes sent over the network

C.

Number of partitions scanned

D.

Percentage scanned from cache

E.

External bytes scanned

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Question # 13

A company strongly encourages all Snowflake users to self-enroll in Snowflake's default Multi-Factor Authentication (MFA) service to provide increased login security for users connecting to Snowflake.

Which application will the Snowflake users need to install on their devices in order to connect with MFA?

A.

Okta Verify

B.

Duo Mobile

C.

Microsoft Authenticator

D.

Google Authenticator

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Question # 14

A marketing co-worker has requested the ability to change a warehouse size on their medium virtual warehouse called mktg__WH.

Which of the following statements will accommodate this request?

A.

ALLOW RESIZE ON WAREHOUSE MKTG__WH TO USER MKTG__LEAD;

B.

GRANT MODIFY ON WAREHOUSE MKTG WH TO ROLE MARKETING;

C.

GRANT MODIFY ON WAREHOUSE MKTG__WH TO USER MKTG__LEAD;

D.

GRANT OPERATE ON WAREHOUSE MKTG WH TO ROLE MARKETING;

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Question # 15

A virtual warehouse's auto-suspend and auto-resume settings apply to which of the following?

A.

The primary cluster in the virtual warehouse

B.

The entire virtual warehouse

C.

The database in which the virtual warehouse resides

D.

The Queries currently being run on the virtual warehouse

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Question # 16

Which is the MINIMUM required Snowflake edition that a user must have if they want to use AWS/Azure Privatelink or Google Cloud Private Service Connect?

A.

Standard

B.

Premium

C.

Enterprise

D.

Business Critical

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Question # 17

User-level network policies can be created by which of the following roles? (Select TWO).

A.

ROLEADMIN

B.

ACCOUNTADMIN

C.

SYSADMIN

D.

SECURITYADMIN

E.

USERADMIN

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Question # 18

What data is stored in the Snowflake storage layer? (Select TWO).

A.

Snowflake parameters

B.

Micro-partitions

C.

Query history

D.

Persisted query results

E.

Standard and secure view results

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Question # 19

Which Snowflake object enables loading data from files as soon as they are available in a cloud storage location?

A.

Pipe

B.

External stage

C.

Task

D.

Stream

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Question # 20

Which of the following Snowflake capabilities are available in all Snowflake editions? (Select TWO)

A.

Customer-managed encryption keys through Tri-Secret Secure

B.

Automatic encryption of all data

C.

Up to 90 days of data recovery through Time Travel

D.

Object-level access control

E.

Column-level security to apply data masking policies to tables and views

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Question # 21

A user unloaded a Snowflake table called mytable to an internal stage called mystage.

Which command can be used to view the list of files that has been uploaded to the staged?

A.

list @mytable;

B.

list @%raytable;

C.

list @ %m.ystage;

D.

list @mystage;

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Question # 22

What SQL command would be used to view all roles that were granted to user.1?

A.

show grants to user USER1;

B.

show grants of user USER1;

C.

describe user USER1;

D.

show grants on user USER1;

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Question # 23

What is a responsibility of Snowflake's virtual warehouses?

A.

Infrastructure management

B.

Metadata management

C.

Query execution

D.

Query parsing and optimization

E.

Management of the storage layer

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Question # 24

Which Snowflake objects track DML changes made to tables, like inserts, updates, and deletes?

A.

Pipes

B.

Streams

C.

Tasks

D.

Procedures

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Question # 25

What features does Snowflake Time Travel enable?

A.

Querying data-related objects that were created within the past 365 days

B.

Restoring data-related objects that have been deleted within the past 90 days

C.

Conducting point-in-time analysis for Bl reporting

D.

Analyzing data usage/manipulation over all periods of time

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Question # 26

How does a scoped URL expire?

A.

When the data cache clears.

B.

When the persisted query result period ends.

C.

The encoded URL access is permanent.

D.

The length of time is specified in the expiration_time argument.

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Question # 27

How long does Snowflake retain information in the ACCESS HISTORY view?

A.

7 days

B.

14 days

C.

28 days

D.

365 days

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Question # 28

What is the MOST performant file format for loading data in Snowflake?

A.

CSV (Unzipped)

B.

Parquet

C.

CSV (Gzipped)

D.

ORC

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Question # 29

Which formats does Snowflake store unstructured data in? (Choose two.)

A.

GeoJSON

B.

Array

C.

XML

D.

Object

E.

BLOB

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Question # 30

What role is required to use Partner Connect?

A.

ACCOUNTADMIN

B.

ORGADMIN

C.

SECURITYADMIN

D.

SYSADMIN

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Question # 31

Data storage for individual tables can be monitored using which commands and/or objects? (Choose two.)

A.

SHOW STORAGE BY TABLE;

B.

SHOW TABLES;

C.

Information Schema -> TABLE_HISTORY

D.

Information Schema -> TABLE_FUNCTION

E.

Information Schema -> TABLE_STORAGE_METRICS

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Question # 32

What is the MAXIMUM Time Travel retention period for a transient table?

A.

O days

B.

1 day

C.

7 days

D.

90 days

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Question # 33

What statistical information in a Query Profile indicates that the query is too large to fit in memory? (Select TWO).

A.

Bytes spilled to local cache.

B.

Bytes spilled to local storage.

C.

Bytes spilled to remote cache.

D.

Bytes spilled to remote storage.

E.

Bytes spilled to remote metastore.

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Question # 34

Which URL type allows users to access unstructured data without authenticating into Snowflake or passing an authorization token?

A.

Pre-signed URL

B.

Scoped URL

C.

Signed URL

D.

File URL

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Question # 35

What internal stages are available in Snowflake? (Choose three.)

A.

Schema stage

B.

Named stage

C.

User stage

D.

Stream stage

E.

Table stage

F.

Database stage

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Question # 36

Which of the following activities consume virtual warehouse credits in the Snowflake environment? (Choose two.)

A.

Caching query results

B.

Running EXPLAIN and SHOW commands

C.

Cloning a database

D.

Running a custom query

E.

Running COPY commands

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Question # 37

Which statement describes how Snowflake supports reader accounts?

A.

A reader account can consume data from the provider account that created it and combine it with its own data.

B.

A consumer needs to become a licensed Snowflake customer as data sharing is only supported between Snowflake accounts.

C.

The users in a reader account can query data that has been shared with the reader account and can perform DML tasks.

D.

The SHOW MANAGED ACCOUNTS command will view all the reader accounts that have been created for an account.

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Question # 38

Which of the following are handled by the cloud services layer of the Snowflake architecture? (Choose two.)

A.

Query execution

B.

Data loading

C.

Time Travel data

D.

Security

E.

Authentication and access control

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Question # 39

Which privilege must be granted to a share to allow secure views the ability to reference data in multiple databases?

A.

CREATE_SHARE on the account

B.

SHARE on databases and schemas

C.

SELECT on tables used by the secure view

D.

REFERENCE_USAGE on databases

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Question # 40

How many resource monitors can be assigned at the account level?

A.

1

B.

2

C.

3

D.

4

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Question # 41

Credit charges for Snowflake virtual warehouses are calculated based on which of the following considerations? (Choose two.)

A.

The number of queries executed

B.

The number of active users assigned to the warehouse

C.

The size of the virtual warehouse

D.

The length of time the warehouse is running

E.

The duration of the queries that are executed

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Question # 42

A Snowflake user executed a query and received the results. Another user executed the same query 4 hours later. The data had not changed.

What will occur?

A.

No virtual warehouse will be used, data will be read from the result cache.

B.

No virtual warehouse will be used, data will be read from the local disk cache.

C.

The default virtual warehouse will be used to read all data.

D.

The virtual warehouse that is defined at the session level will be used to read all data.

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Question # 43

Which pages are included in the Activity area of Snowsight? (Select TWO).

A.

Contacts

B.

Sharing settings

C.

Copy History

D.

Query History

E.

Automatic Clustering History

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Question # 44

Which statement MOST accurately describes clustering in Snowflake?

A.

The database ACCOUNTADMIN must define the clustering methodology for each Snowflake table.

B.

Clustering is the way data is grouped together and stored within Snowflake micro-partitions.

C.

The clustering key must be included in the COPY command when loading data into Snowflake.

D.

Clustering can be disabled within a Snowflake account.

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Question # 45

What is the difference between a stored procedure and a User-Defined Function (UDF)?

A.

Stored procedures can execute database operations while UDFs cannot.

B.

Returning a value is required in a stored procedure while returning values in a UDF is optional.

C.

Values returned by a stored procedure can be used directly in a SQL statement while the values returned by a UDF cannot.

D.

Multiple stored procedures can be called as part of a single executable statement while a single SQL statement can only call one UDF at a time.

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Question # 46

How does Snowflake recommend handling the bulk loading of data batches from files already available in cloud storage?

A.

Use Snowpipe.

B.

Use the INSERT command.

C.

Use an external table.

D.

Use the COPY command.

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Question # 47

Which activities are included in the Cloud Sen/ices layer? (Select TWO).

A.

Data storage

B.

Dynamic data masking

C.

Partition scanning

D.

User authentication

E.

Infrastructure management

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Question # 48

What type of columns does Snowflake recommend to be used as clustering keys? (Select TWO).

A.

A VARIANT column

B.

A column with very low cardinality

C.

A column with very high cardinality

D.

A column that is most actively used in selective filters

E.

A column that is most actively used in join predicates

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Question # 49

When would Snowsight automatically detect if a target account is in a different region and enable cross-cloud auto-fulfillment?

A.

When using a paid listing on the Snowflake Marketplace

B.

When using a private listing on the Snowflake Marketplace

C.

When using a personalized listing on the Snowflake Marketplace

D.

When using a Direct Share with another account

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Question # 50

What are benefits of using Snowpark with Snowflake? (Select TWO).

A.

Snowpark uses a Spark engine to generate optimized SQL query plans.

B.

Snowpark automatically sets up Spark within Snowflake virtual warehouses.

C.

Snowpark does not require that a separate cluster be running outside of Snowflake.

D.

Snowpark allows users to run existing Spark code on virtual warehouses without the need to reconfigure the code.

E.

Snowpark executes as much work as possible in the source databases for all operations including User-Defined Functions (UDFs).

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Question # 51

What is a characteristic of the Snowflake Query Profile?

A.

It can provide statistics on a maximum number of 100 queries per week.

B.

It provides a graphic representation of the main components of the query processing.

C.

It provides detailed statistics about which queries are using the greatest number of compute resources.

D.

It can be used by third-party software using the Query Profile API.

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Question # 52

What privilege should a user be granted to change permissions for new objects in a managed access schema?

A.

Grant the OWNERSHIP privilege on the schema.

B.

Grant the OWNERSHIP privilege on the database.

C.

Grant the MANAGE GRANTS global privilege.

D.

Grant ALL privileges on the schema.

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Question # 53

How often are the Account and Table master keys automatically rotated by Snowflake?

A.

30 Days

B.

60 Days

C.

90 Days

D.

365 Days.

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Question # 54

Which of the following statements describes a schema in Snowflake?

A.

A logical grouping of objects that belongs to a single database

B.

A logical grouping of objects that belongs to multiple databases

C.

A named Snowflake object that includes all the information required to share a database

D.

A uniquely identified Snowflake account within a business entity

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Question # 55

Which file format will keep floating-point numbers from being truncated when data is unloaded?

A.

CSV

B.

JSON

C.

ORC

D.

Parquet

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Question # 56

Which command is used to unload files from an internal or external stage to a local file system?

A.

COPY INTO

B.

GET

C.

PUT

D.

TRANSFER

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Question # 57

What happens to the shared objects for users in a consumer account from a share, once a database has been created in that account?

A.

The shared objects are transferred.

B.

The shared objects are copied.

C.

The shared objects become accessible.

D.

The shared objects can be re-shared.

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Question # 58

Which privilege must be granted by one role to another role, and cannot be revoked?

A.

MONITOR

B.

OPERATE

C.

OWNERSHIP

D.

ALL

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Question # 59

What Snowflake feature provides a data hub for secure data collaboration, with a selected group of invited members?

A.

Data Replication

B.

Secure Data Sharing

C.

Data Exchange

D.

Snowflake Marketplace

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Question # 60

Which Snowflake command can be used to unload the result of a query to a single file?

A.

Use COPY INTO followed by a GET command to download the file.

B.

Use COPY INTO followed by a put command to download the file.

C.

Use COPY INTO with SINGLE = TRUE followed by a GET command to download the file.

D.

Use COPY INTO with SINGLE = TRUE followed by a PUT command to download the file.

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Question # 61

Which operation can be performed on Snowflake external tables?

A.

INSERT

B.

JOIN

C.

RENAME

D.

ALTER

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Question # 62

What type of query will benefit from the query acceleration service?

A.

Queries without filters or aggregation

B.

Queries with large scans and selective filters

C.

Queries where the GROUP BY has high cardinality

D.

Queries of tables that have search optimization service enabled

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Question # 63

A permanent table and temporary table have the same name, TBL1, in a schema.

What will happen if a user executes select * from TBL1 ;?

A.

The temporary table will take precedence over the permanent table.

B.

The permanent table will take precedence over the temporary table.

C.

An error will say there cannot be two tables with the same name in a schema.

D.

The table that was created most recently will take precedence over the older table.

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Question # 64

What does SnowCD help Snowflake users to do?

A.

Copy data into files.

B.

Manage different databases and schemas.

C.

Troubleshoot network connections to Snowflake.

D.

Write SELECT queries to retrieve data from external tables.

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Question # 65

What is a characteristic of materialized views in Snowflake?

A.

Materialized views do not allow joins.

B.

Clones of materialized views can be created directly by the user.

C.

Multiple tables can be joined in the underlying query of a materialized view.

D.

Aggregate functions can be used as window functions in materialized views.

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Question # 66

What step can reduce data spilling in Snowflake?

A.

Using a larger virtual warehouse

B.

Increasing the virtual warehouse maximum timeout limit

C.

Increasing the amount of remote storage for the virtual warehouse

D.

Using a common table expression (CTE) instead of a temporary table

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Question # 67

What is the purpose of the STRIP NULL_VALUES file format option when loading semi-structured data files into Snowflake?

A.

It removes null values from all columns in the data.

B.

It converts null values to empty strings during loading.

C.

It skips rows with null values during the loading process.

D.

It removes object or array elements containing null values.

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Question # 68

Which parameter can be set at the account level to set the minimum number of days for which Snowflake retains historical data in Time Travel?

A.

DATA_RETENTION_TIME_IN_DAYS

B.

MAX_DATA_EXTENSION_TIME_IN_DAYS

C.

MIN_DATA_RETENTION_TIME_IN_DAYS

D.

MAX CONCURRENCY LEVEL

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Question # 69

What will prevent unauthorized access to a Snowflake account from an unknown source?

A.

Network policy

B.

End-to-end encryption

C.

Multi-Factor Authentication (MFA)

D.

Role-Based Access Control (RBAC)

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Question # 70

Which views are included in the DATA SHARING USAGE schema? (Select TWO).

A.

ACCESS_HISTORY

B.

DATA_TRANSFER_HISTORY

C.

WAREHOUSE_METERING_HISTORY

D.

MONETIZED_USAGE_DAILY

E.

LISTING TELEMETRY DAILY

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Question # 71

Which command is used to start configuring Snowflake for Single Sign-On (SSO)?

A.

CREATE SESSION POLICY

B.

CREATE NETWORK RULE

C.

CREATE SECURITY INTEGRATION

D.

CREATE PASSWORD POLICY

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Question # 72

What does the LATERAL modifier for the FLATTEN function do?

A.

Casts the values of the flattened data

B.

Extracts the path of the flattened data

C.

Joins information outside the object with the flattened data

D.

Retrieves a single instance of a repeating element in the flattened data

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Question # 73

Which VALIDATION_MODE value will return the errors across the files specified in a COPY command, including files that were partially loaded during an earlier load?

A.

RETURN_-1_R0WS

B.

RETURN_n_ROWS

C.

RETURN_ERRORS

D.

RETURN ALL ERRORS

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Question # 74

What function can be used with the recursive argument to return a list of distinct key names in all nested elements in an object?

A.

FLATTEN

B.

GET_PATH

C.

CHECK_JSON

D.

PARSE JSON

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Question # 75

Which data types can be used in Snowflake to store semi-structured data? (Select TWO)

A.

ARRAY

B.

BLOB

C.

CLOB

D.

JSON

E.

VARIANT

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Question # 76

What are key characteristics of virtual warehouses in Snowflake? (Select TWO).

A.

Warehouses that are multi-cluster can have nodes of different sizes.

B.

Warehouses can be started and stopped at any time.

C.

Warehouses can be resized at any time, even while running.

D.

Warehouses are billed on a per-minute usage basis.

E.

Warehouses can only be used for querying and cannot be used for data loading.

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Question # 77

Who can grant object privileges in a regular schema?

A.

Object owner

B.

Schema owner

C.

Database owner

D.

SYSADMIN

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Question # 78

At what level is the MIN_DATA_RETENTION_TIME_IN_DAYS parameter set?

A.

Account

B.

Database

C.

Schema

D.

Table

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Question # 79

A JSON file, that contains lots of dates and arrays, needs to be processed in Snowflake. The user wants to ensure optimal performance while querying the data.

How can this be achieved?

A.

Flatten the data and store it in structured data types in a flattened table. Query the table.

B.

Store the data in a table with a variant data type. Query the table.

C.

Store the data in a table with a vai : ant data type and include STRIP_NULL_VALUES while loading the table. Query the table.

D.

Store the data in an external stage and create views on top of it. Query the views.

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Question # 80

What is the minimum Snowflake Edition that supports secure storage of Protected Health Information (PHI) data?

A.

Standard Edition

B.

Enterprise Edition

C.

Business Critical Edition

D.

Virtual Private Snowflake Edition

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Question # 81

Which function unloads data from a relational table to JSON?

A.

TO_OBJECT

B.

TO_JSON

C.

TO_VARIANT

D.

OBJECT CONSTRUCT

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Question # 82

Which command is used to unload data from a Snowflake database table into one or more files in a Snowflake stage?

A.

CREATE STAGE

B.

COPY INTO

C.

COPY INTO

D.

CREATE PIPE

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Question # 83

Which Snowflake data types can be used to build nested hierarchical data? (Select TWO)

A.

INTEGER

B.

OBJECT

C.

VARIANT

D.

VARCHAR

E.

LIST

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Question # 84

What are the least privileges needed to view and modify resource monitors? (Select TWO).

A.

SELECT

B.

OWNERSHIP

C.

MONITOR

D.

MODIFY

E.

USAGE

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Question # 85

A tag object has been assigned to a table (TABLE_A) in a schema within a Snowflake database.

Which CREATE object statement will automatically assign the TABLE_A tag to a target object?

A.

CREATE TABLE LIKE TABLE_A;

B.

CREATE VIEW AS SELECT * FROM TABLE_A;

C.

CREATE TABLE AS SELECT * FROM TABLE_A;

D.

CREATE MATERIALIZED VIEW AS SELECT * FROM TABLE A;

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Question # 86

Which Snowflake function is maintained separately from the data and helps to support features such as Time Travel, Secure Data Sharing, and pruning?

A.

Column compression

B.

Data clustering

C.

Micro-partitioning

D.

Metadata management

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Question # 87

Which Snowflake table objects can be shared with other accounts? (Select TWO).

A.

Temporary tables

B.

Permanent tables

C.

Transient tables

D.

External tables

E.

User-Defined Table Functions (UDTFs)

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Question # 88

Which Snowflake role can manage any object grant globally, including modifying and revoking grants?

A.

USERADMIN

B.

ORGADMIN

C.

SYSADMIN

D.

SECURITYADMIN

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Question # 89

Which Snowflow object does not consume and storage costs?

A.

Secure view

B.

Materialized view

C.

Temporary table

D.

Transient table

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Question # 90

How can a user get the MOST detailed information about individual table storage details in Snowflake?

A.

SHOW TABLES command

B.

SHOW EXTERNAL TABLES command

C.

TABLES view

D.

TABLE STORAGE METRICS view

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Question # 91

Which role has the ability to create a share from a shared database by default?

A.

ACCOUNTADMIN

B.

SECURITYADMIN

C.

SYSADMIN

D.

ORGADMIN

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Question # 92

Which statement accurately describes Snowflake's architecture?

A.

It uses a local data repository for all compute nodes in the platform.

B.

It is a blend of shared-disk and shared-everything database architectures.

C.

It is a hybrid of traditional shared-disk and shared-nothing database architectures.

D.

It reorganizes loaded data into internal optimized, compressed, and row-based format.

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Question # 93

What is the default value in the Snowflake Web Interface (Ul) for auto suspending a Virtual Warehouse?

A.

1 minutes

B.

5 minutes

C.

10 minutes

D.

15 minutes

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Question # 94

The VALIDATE table function has which parameter as an input argument for a Snowflake user?

A.

Last_QUERY_ID

B.

CURRENT_STATEMENT

C.

UUID_STRING

D.

JOB_ID

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Question # 95

Which service or feature in Snowflake is used to improve the performance of certain types of lookup and analytical queries that use an extensive set of WHERE conditions?

A.

Data classification

B.

Query acceleration service

C.

Search optimization service

D.

Tagging

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Question # 96

Which Snowflake edition offers the highest level of security for organizations that have the strictest requirements?

A.

Standard

B.

Enterprise

C.

Business Critical

D.

Virtual Private Snowflake (VPS)

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Question # 97

When unloading data, which file format preserves the data values for floating-point number columns?

A.

Avro

B.

CSV

C.

JSON

D.

Parquet

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Question # 98

Which use case does the search optimization service support?

A.

Disjuncts (OR) in join predicates

B.

LIKE/ILIKE/RLIKE join predicates

C.

Join predicates on VARIANT columns

D.

Conjunctions (AND) of multiple equality predicates

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Question # 99

What are characteristics of reader accounts in Snowflake? (Select TWO).

A.

Reader account users cannot add new data to the account.

B.

Reader account users can share data to other reader accounts.

C.

A single reader account can consume data from multiple provider accounts.

D.

Data consumers are responsible for reader account setup and data usage costs.

E.

Reader accounts enable data consumers to access and query data shared by the provider.

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Question # 100

By default, which role has access to the SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER function?

A.

ACCOUNTADMIN

B.

SECURITYADMIN

C.

SYSADMIN

D.

ORGADMIN

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Question # 101

What is it called when a customer managed key is combined with a Snowflake managed key to create a composite key for encryption?

A.

Hierarchical key model

B.

Client-side encryption

C.

Tri-secret secure encryption

D.

Key pair authentication

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Question # 102

Which Snowflake layer is associated with virtual warehouses?

A.

Cloud services

B.

Query processing

C.

Elastic memory

D.

Database storage

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Question # 103

What does the TableScan operator represent in the Query Profile?

A.

The access to a single table

B.

The access to data stored in stage objects

C.

The list of values provided with the VALUES clause

D.

The records generated using the TABLE (GENERATOR (...)) construct

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Question # 104

What activities can a user with the ORGADMIN role perform? (Select TWO).

A.

Create an account for an organization.

B.

Edit the account data for an organization.

C.

Delete the account data for an organization.

D.

View usage information for all accounts in an organization.

E.

Select all the data in tables for all accounts in an organization.

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Question # 105

When floating-point number columns are unloaded to CSV or JSON files, Snowflake truncates the values to approximately what?

A.

(12,2)

B.

(10,4)

C.

(14,8)

D.

(15,9)

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Question # 106

When using the ALLOW_CLI£NT_MFA_CACHING parameter, how long is a cached Multi-Factor Authentication (MFA) token valid for?

A.

1 hour

B.

2 hours

C.

4 hours

D.

8 hours

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Question # 107

By default, how long is the standard retention period for Time Travel across all Snowflake accounts?

A.

0 days

B.

1 day

C.

7 days

D.

14 days

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Question # 108

What happens when a network policy includes values that appear in both the allowed and blocked IP address list?

A.

Those IP addresses are allowed access to the Snowflake account as Snowflake applies the allowed IP address list first.

B.

Those IP addresses are denied access lei the Snowflake account as Snowflake applies the blocked IP address list first.

C.

Snowflake issues an alert message and adds the duplicate IP address values lo both 'he allowed and blocked IP address lists.

D.

Snowflake issues an error message and adds the duplicate IP address values to both the allowed and blocked IP address list

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Question # 109

User1, who has the SYSADMIN role, executed a query on Snowsight. User2, who is in the same Snowflake account, wants to view the result set of the query executed by User1 using the Snowsight query history.

What will happen if User2 tries to access the query history?

A.

If User2 has the sysadmin role they will be able to see the results.

B.

If User2 has the securityadmin role they will be able to see the results.

C.

If User2 has the ACCOUNTADMIN role they will be able to see the results.

D.

User2 will be unable to view the result set of the query executed by User1.

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Question # 110

How does Snowflake describe its unique architecture?

A.

A single-cluster shared data architecture using a central data repository and massively parallel processing (MPP)

B.

A multi-duster shared nothing architecture using a soloed data repository and massively parallel processing (MPP)

C.

A single-cluster shared nothing architecture using a sliced data repository and symmetric multiprocessing (SMP)

D.

A multi-cluster shared nothing architecture using a siloed data repository and symmetric multiprocessing (SMP)

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Question # 111

What type of function returns one value for each Invocation?

A.

Aggregate

B.

Scalar

C.

Table

D.

Window

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Question # 112

What information does the Query Profile provide?

A.

Graphical representation of the data model

B.

Statistics for each component of the processing plan

C.

Detailed Information about I he database schema

D.

Real-time monitoring of the database operations

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Question # 113

Which command should be used to unload all the rows from a table into one or more files in a named stage?

A.

COPY INTO

B.

GET

C.

INSERT INTO

D.

PUT

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Question # 114

What are characteristics of transient tables in Snowflake? (Select TWO).

A.

Transient tables have a Fail-safe period of 7 days.

B.

Transient tables can be cloned to permanent tables.

C.

Transient tables persist until they are explicitly dropped.

D.

Transient tables can be altered to make them permanent tables.

E.

Transient tables have Time Travel retention periods of 0 or 1 day.

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Question # 115

Which activities are included in the Cloud Services layer? {Select TWO).

A.

Data storage

B.

Dynamic data masking

C.

Partition scanning

D.

User authentication

E.

Infrastructure management

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Question # 116

Which SQL command can be used to verify the privileges that are granted to a role?

A.

SHOW GRANTS ON ROLE

B.

SHOW ROLES

C.

SHOW GRANTS TO ROLE

D.

SHOW GRANTS FOR ROLE

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Question # 117

Which Snowflake mechanism is used to limit the number of micro-partitions scanned by a query?

A.

Caching

B.

Cluster depth

C.

Query pruning

D.

Retrieval optimization

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Question # 118

What are the benefits of the replication feature in Snowflake? (Select TWO).

A.

Disaster recovery

B.

Time Travel

C.

Fail-safe

D.

Database failover and fallback

E.

Data security

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Question # 119

Which function should be used to insert JSON format string data inot a VARIANT field?

A.

FLATTEN

B.

CHECK_JSON

C.

PARSE_JSON

D.

TO_VARIANT

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Question # 120

Which command is used to lake away staged files from a Snowflake stage after a successful data ingestion?

A.

DELETE

B.

DROP

C.

REMOVE

D.

TRUNCATE

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Question # 121

What command is used to export or unload data from Snowflake?

A.

PUT @mystage

B.

GET @mystage

C.

COPY INTO @mystage

D.

INSERT @mystage

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Question # 122

Which function can be used with the copy into statement to convent rows from a relational table to a single variant column, and to unload rows into a JSON file?

A.

FLATTEN

B.

OBJECT_AS

C.

OBJECT_CONSTRUCT

D.

TO VARIANT

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Question # 123

What information is stored in the ACCESS_HlSTORY view?

A.

History of the files that have been loaded into Snowflake

B.

Names and owners of the roles that are currently enabled in the session

C.

Query details such as the objects included and the user who executed the query

D.

Details around the privileges that have been granted for all objects in an account

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Question # 124

What is the default access of a securable object until other access is granted?

A.

No access

B.

Read access

C.

Write access

D.

Full access

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Question # 125

A clustering key was defined on a table, but It is no longer needed. How can the key be removed?

A.

ALTER TABLE

PURGE CLUSTERING KEY

B.

ALTER TABLE

DELETE CLUSTERING KEY

C.

ALTER TABLE

DROP CLUSTERING KEY

D.

ALTER TABLE

REMOVE CLUSTERING KEY

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Question # 126

When a Snowflake user loads CSV data from a stage, which copy into

command guideline should they follow?

A.

The CSV field delimiter must be a comma character (*,"),

B.

The number of columns in each row should be consistent.

C.

The data file in the stage must be in a compressed format.

D.

The data file must have the same number of columns as the target table.

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Question # 127

What happens to the privileges granted to Snowflake system-defined roles?

A.

The privileges cannot be revoked.

B.

The privileges can be revoked by an ACCOUNTADMIN.

C.

The privileges can be revoked by an orgadmin.

D.

The privileges can be revoked by any user-defined role with appropriate privileges.

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Question # 128

Which Snowflake table type persists until it is explicitly dropped. is available for all users with relevant privileges (across sessions). and has no Fail-safe period?

A.

External

B.

Permanent

C.

Temporary

D.

Transient

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Question # 129

How should a Snowflake use' configure a virtual warehouse to be in Maximized mode''

A.

Set the WAREHOUSES_SIZE to 6XL.

B.

Set the STATEMENT_TIMEOUT_1M_SECOMES to 0.

C.

Set the MAX_CONCURRENCY_LEVEL to a value of 12 or large.

D.

Set the same value for both MIN_CLUSTER_COUNT and MAX_CLUSTER_COUNT.

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Question # 130

Which type of role can be granted to a share?

A.

Account role

B.

Custom role

C.

Database role

D.

Secondary role

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Question # 131

How does Snowflake handle the data retention period for a table if a stream has not been consumed?

A.

The data retention period is reduced to a minimum of 14 days.

B.

The data retention period is permanently extended for the table.

C.

The data retention period is temporarily extended to the stream's offset.

D.

The data retention period is not affected by the stream consumption.

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Question # 132

Based on Snowflake recommendations, when creating a hierarchy of custom roles, the top-most custom role should be assigned to which role?

A.

ACCOUNTADMIN

B.

SECURITYADMIN

C.

SYSADMIN

D.

USERADMIN

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Question # 133

Which of the following SQL statements will list the version of the drivers currently being used?

A.

Execute SELECT CURRENT_ODBC_CLlENT(); from the Web Ul

B.

Execute SELECT CURRENT_JDBC_VERSION() ; from SnowSQL

C.

Execute SELECT CURRENT_CLIENT(); from an application

D.

Execute SELECT CURRENT_VERSION (); from the Python Connector

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Question # 134

What is the MINIMUM size of a table for which Snowflake recommends considering adding a clustering key?

A.

1 Kilobyte (KB)

B.

1 Megabyte (MB)

C.

1 Gigabyte (GB)

D.

1 Terabyte (TB)

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Question # 135

Which activities are managed by Slowflake's Cloud Services layer? (Select TWO).

A.

Authorisation

B.

Access delegation

C.

Data pruning

D.

Data compression

E.

Query parsing and optimization

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Question # 136

How many credits does a size 3X-Large virtual warehouse consume if it runs continuously for 2 hours?

A.

32

B.

64

C.

128

D.

256

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Question # 137

A user needs to MINIMIZE the cost of large tables that are used to store transitory data. The data does not need to be protected against failures, because the data can be reconstructed outside of Snowflake.

What table type should be used?

A.

Permanent

B.

Transient

C.

Temporary

D.

Externa

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Question # 138

Given the statement template below, which database objects can be added to a share?(Select TWO).

GRANT ON To SHARE ;

A.

Secure functions

B.

Stored procedures

C.

Streams

D.

Tables

E.

Tasks

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Question # 139

What type of account can be used to share data with a consumer who does have a Snowflake account?

A.

Data provider

B.

Data consumer

C.

Reader

D.

Organization

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Question # 140

Which views are included in the data_sharing_usage schema? (Select TWO).

A.

ACCESS_HISTORY

B.

DATA_TRANSFER_HISTORY

C.

WAREHOUSE_METERING_HISTORY

D.

MONETIZED_USAGE_DAILY

E.

LISTING TELEMETRY DAILY

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Question # 141

Which system_defined, read-only view display information on column lineage that specifies how data flows from source to target in a SQL write operation?

A.

ACCESS_HISTORY

B.

LOAD_HOSTORY

C.

QUERY_HISTORY

D.

COPY_HISTORY

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Question # 142

What do temporary and transient tables have m common in Snowflake? (Select TWO).

A.

Both tables have no Fail-safe period.

B.

Both tables have data retention period maximums of one day.

C.

Both tables are visible only to a single user session.

D.

For both tables the retention period ends when the tables are dropped.

E.

For both tables, the retention period does not end when the session ends

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Question # 143

Which Snowflake table supports unstructured data?

A.

Directory

B.

Transient

C.

Temporary

D.

Permanent

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Question # 144

Which statements reflect valid commands when using secondary roles? (Select TWO).

A.

Use SECONDARY ROLES RESUME

B.

USE SECONDARY ROLES SUSPEND

C.

USE SECONDARY RLES ALL

D.

USE SECONDARY ROLES ADD

E.

Use SECONDARY ROLES NONE

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Question # 145

When does a materialized view get suspended in Snowflake?

A.

When a column is added to the base table

B.

When a column is dropped from the base table

C.

When a DML operation is run on the base table

D.

When the base table is reclustered

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Question # 146

The property mins_to_bypass_network_policy is set at which level?

A.

User

B.

Role

C.

Account

D.

Organization

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Question # 147

What does Snowflake recommend for a user assigned the ACCOUNTADMIN role?

A.

The ACCCUKTMKIN role should be set as tie user's default role.

B.

The user should use federated authentication instead of a password

C.

The user should be required to use Multi-Factor Authentication (MFA).

D.

There should be just one user with the ACCOUNTADMIN role in each Snowflake account.

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Question # 148

Which privilege is needed for a SnowFlake user to see the definition of a secure view?

A.

OWNERSHIP

B.

MODIFY

C.

CREATE

D.

USAGE

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Question # 149

A Snowflake user wants to optimize performance for a query that queries only a small number of rows in a table. The rows require significant processing. The data in the table does not change frequently.

What should the user do?

A.

Add a clustering key to the table.

B.

Add the search optimization service to the table.

C.

Create a materialized view based on the query.

D.

Enable the query acceleration service for the virtual warehouse.

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Question # 150

How many days is load history for Snowpipe retained?

A.

1 day

B.

7 days

C.

14 days

D.

64 days

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Question # 151

What does the Activity area of Snowsight allow users to do? (Select TWO).

A.

Schedule automated data backups.

B.

Explore each step of an executed query.

C.

Monitor queries executed by users in an account.

D.

Create and manage user roles and permissions.

E.

Access Snowflake Marketplace to find and integrate datasets.

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Question # 152

Which Snowflake SQL statement would be used to determine which users and roles have access to a role called MY_ROLE?

A.

SHOW GRANTS OF ROLE MY_ROLE

B.

SHOW GRANTS TO ROLE MY_ROLE

C.

SHOW GRANTS FOR ROLE MY_ROLE

D.

SHOW GRANTS ON ROLE MY_ROLE

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Question # 153

How can a row access policy be applied to a table or a view? (Choose two.)

A.

Within the policy DDL

B.

Within the create table or create view DDL

C.

By future APPLY for all objects in a schema

D.

Within a control table

E.

Using the command ALTER ADD ROW ACCESS POLICY ;

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