SnowPro Core Dumps Guarantee You Pass SnowPro Core Exam Easily

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July 26, 2023

As new threats and vulnerabilities emerge, the SnowPro Core exam is updated to reflect the latest trends in SnowPro Core Certification. By using SnowPro Core exam dumps questions, you can ensure that you're staying up-to-date with the latest exam content and are fully prepared to address new challenges in SnowPro Core Certification Exam. Snowflake SnowPro Core exam dumps questions can help you optimize your preparation and ensure that you're fully prepared for the exam. Practice free Snowflake SnowPro Core exam dumps questions below.

Page 1 of 11

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

Load files that are approximately 25 MB or smaller.

Remove all dates and timestamps.

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

Avoid using embedded characters such as commas for numeric data types

Remove semi-structured data types

2. A company's security audit requires generating a report listing all Snowflake logins (e.g.. date and user) within the last 90 days.

Which of the following statements will return the required information?

SELECT LAST_SUCCESS_LOGIN, LOGIN_NAME FROM ACCOUNT_USAG

USERS;

SELECT EVENT_TIMESTAMP, USER_NAME FROM table(information_schema.login_history_by_user())

SELECT EVENT_TIMESTAMP, USER_NAME FROM ACCOUNT_USAG

ACCESS_HISTORY;

SELECT EVENT_TIMESTAMP, USER_NAME FROM ACCOUNT_USAG

LOGIN_HISTORY;

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

CSV

JSON

ORC

Parquet

4. Which of the following commands cannot be used within a reader account?

CREATE SHARE

ALTER WAREHOUSE

DROP ROLE

SHOW SCHEMAS

DESCRBE TABLE

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

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

Partitions scanned is equal to partitions total

An AggregateOperacor node is present

The query is spilling to remote storage

6. Which REST API can be used with unstructured data?

inscrtFilcs

insertReport

GET /api/tiles/

loadHistoryScan

7. When cloning a database containing stored procedures and regular views, that have fully qualified table references, which of the following will occur?

The cloned views and the stored procedures will reference the cloned tables in the cloned database.

An error will occur, as views with qualified references cannot be cloned.

An error will occur, as stored objects cannot be cloned.

The stored procedures and views will refer to tables in the source database.

8. If file format options are specified in multiple locations, the load operation selects which option FIRST to apply in order of precedence?

Table definition

Stage definition

Session level

COPY INTO TABLE statement

9. What do the terms scale up and scale out refer to in Snowflake? (Choose two.)

Scaling out adds clusters of the same size to a virtual warehouse to handle more concurrent queries.

Scaling out adds clusters of varying sizes to a virtual warehouse.

Scaling out adds additional database servers to an existing running cluster to handle more concurrent queries.

Snowflake recommends using both scaling up and scaling out to handle more concurrent queries.

Scaling up resizes a virtual warehouse so it can handle more complex workloads.

Scaling up adds additional database servers to an existing running cluster to handle larger workloads.

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

7 days

14 days

28 days

365 days

Page 2 of 11

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

Within the policy DDL

Within the create table or create view DDL

By future APPLY for all objects in a schema

Within a control table

Using the command ALTER

12. What is the default File Format used in the COPY command if one is not specified?

CSV

JSON

Parquet

XML

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

Data storage

Dynamic data masking

Partition scanning

User authentication

Infrastructure management

14. Network policies can be set at which Snowflake levels? (Choose two.)

Role

Schema

User

Database

Account

Tables

15. How many days is load history for Snowpipe retained?

1 day

7 days

14 days

64 days

16. What technique does Snowflake use to limit the number of micro-partitions scanned by each query?

B-tree

Indexing

Map reduce

Pruning

17. Query compilation occurs in which architecture layer of the Snowflake Cloud Data Platform?

Compute layer

Storage layer

Cloud infrastructure layer

Cloud services layer

18. Which semi-structured file formats are supported when unloading data from a table? (Select TWO).

ORC

XML

Avro

Parquet

JSON

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

ROLEADMIN

ACCOUNTADMIN

SYSADMIN

SECURITYADMIN

USERADMIN

20. Which query profile statistics help determine if efficient pruning is occurring? (Choose two.)

Bytes sent over network

Percentage scanned from cache

Partitions total

Bytes spilled to local storage

Partitions scanned

Page 3 of 11

21. How can a user improve the performance of a single large complex query in Snowflake?

Scale up the virtual warehouse.

Scale out the virtual warehouse.

Enable standard warehouse scaling.

Enable economy warehouse scaling.

22. Which statements are true concerning Snowflake's underlying cloud infrastructure? (Select THREE),

Snowflake data and services are deployed in a single availability zone within a cloud provider's region.

Snowflake data and services are available in a single cloud provider and a single region, the use of multiple cloud providers is not supported.

Snowflake can be deployed in a customer's private cloud using the customer's own compute and storage resources for Snowflake compute and storage

Snowflake uses the core compute and storage services of each cloud provider for its own compute and storage

All three layers of Snowflake's architecture (storage, compute, and cloud services) are deployed and managed entirely on a selected cloud platform

Snowflake data and services are deployed in at least three availability zones within a cloud provider's region

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

The primary cluster in the virtual warehouse

The entire virtual warehouse

The database in which the virtual warehouse resides

The Queries currently being run on the virtual warehouse

24. A table needs to be loaded. The input data is in JSON format and is a concatenation of multiple JSON documents. The file size is 3 GB. A warehouse size small is being used.

The following COPY INTO command was executed:

COPY INTO SAMPLE FROM @~/SAMPLE.JSON (TYPE=JSON)

The load failed with this error:

Max LOB size (16777216) exceeded, actual size of parsed column is 17894470.

How can this issue be resolved?

Compress the file and load the compressed file.

Split the file into multiple files in the recommended size range (100 MB - 250 MB).

Use a larger-sized warehouse.

Set STRIP_OUTER_ARRAY=TRUE in the COPY INTO command.

25. 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?

ALLOW RESIZE ON WAREHOUSE MKTG__WH TO USER MKTG__LEAD;

GRANT MODIFY ON WAREHOUSE MKTG WH TO ROLE MARKETING;

GRANT MODIFY ON WAREHOUSE MKTG__WH TO USER MKTG__LEAD;

GRANT OPERATE ON WAREHOUSE MKTG WH TO ROLE MARKETING;

26. What type of query benefits the MOST from search optimization?

A query that uses only disjunction (i.e., OR) predicates

A query that includes analytical expressions

A query that uses equality predicates or predicates that use IN

A query that filters on semi-structured data types

27. Two users share a virtual warehouse named wh dev 01. When one of the users loads data, the other one experiences performance issues while querying data.

How does Snowflake recommend resolving this issue?

Scale up the existing warehouse.

Create separate warehouses for each user.

Create separate warehouses for each workload.

Stop loading and querying data at the same time.

28. What transformations are supported in a CREATE PIPE ... AS COPY ... FROM (....) statement? (Select

TWO.)

Data can be filtered by an optional where clause

Incoming data can be joined with other tables

Columns can be reordered

Columns can be omitted

Row level access can be defined

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

Bytes scanned

Bytes sent over the network

Number of partitions scanned

Percentage scanned from cache

External bytes scanned

30. What features does Snowflake Time Travel enable?

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

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

Conducting point-in-time analysis for Bl reporting

Analyzing data usage/manipulation over all periods of time

Page 4 of 11

31. What are common issues found by using the Query Profile? (Choose two.)

Identifying queries that will likely run very slowly before executing them

Locating queries that consume a high amount of credits

Identifying logical issues with the queries

Identifying inefficient micro-partition pruning

Data spilling to a local or remote disk

32. Which of the following compute resources or features are managed by Snowflake? (Select TWO).

Execute a COPY command

Updating data

Snowpipe

AUTOMATIC__CLUSTERING

Scaling up a warehouse

33. What is the purpose of using the OBJECT_CONSTRUCT function with me COPY INTO command?

Reorder the rows in a relational table and then unload the rows into a file

Convert the rows in a relational table lo a single VARIANT column and then unload the rows into a file.

Reorder the data columns according to a target table definition and then unload the rows into the table.

Convert the rows in a source file to a single variant column and then load the rows from the file to a variant table.

34. What Snowflake features allow virtual warehouses to handle high concurrency workloads? (Select TWO)

The ability to scale up warehouses

The use of warehouse auto scaling

The ability to resize warehouses

Use of multi-clustered warehouses

The use of warehouse indexing

35. Which Snowflake URL type is used by directory tables?

File

Pre-signed

Scoped

Virtual-hosted style

36. Which SQL commands, when committed, will consume a stream and advance the stream offset? (Choose two.)

UPDATE TABLE FROM STREAM

SELECT FROM STREAM

INSERT INTO TABLE SELECT FROM STREAM

ALTER TABLE AS SELECT FROM STREAM

BEGIN COMMIT

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

CREATE_SHARE on the account

SHARE on databases and schemas

SELECT on tables used by the secure view

REFERENCE_USAGE on databases

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

CSV (Unzipped)

Parquet

CSV (Gzipped)

ORC

39. Which stages are used with the Snowflake PUT command to upload files from a local file system? (Choose three.)

Schema Stage

User Stage

Database Stage

Table Stage

External Named Stage

Internal Named Stage

40. What tasks can be completed using the copy command? (Select TWO)

Columns can be aggregated

Columns can be joined with an existing table

Columns can be reordered

Columns can be omitted

Data can be loaded without the need to spin up a virtual warehouse

Page 5 of 11

41. What actions will prevent leveraging of the ResultSet cache? (Choose two.)

Removing a column from the query SELECT list

Stopping the virtual warehouse that the query is running against

Clustering of the data used by the query

Executing the RESULTS_SCAN() table function

Changing a column that is not in the cached query

42. How should a virtual warehouse be configured if a user wants to ensure that additional multi-clusters are resumed with no delay?

Configure the warehouse to a size larger than generally required

Set the minimum and maximum clusters to autoscale

Use the standard warehouse scaling policy

Use the economy warehouse scaling policy

43. Snowflake supports the use of external stages with which cloud platforms? (Choose three.)

Amazon Web Services

Docker

IBM Cloud

Microsoft Azure Cloud

Google Cloud Platform

Oracle Cloud

44. Which data types are supported by Snowflake when using semi-structured data? (Choose two.)

VARIANT

VARRAY

STRUCT

ARRAY

QUEUE

45. What are the responsibilities of Snowflake's Cloud Service layer? (Choose three.)

Authentication

Resource management

Virtual warehouse caching

Query parsing and optimization

Query execution

Physical storage of micro-partitions

46. A sales table FCT_SALES has 100 million records.

The following Query was executed

SELECT COUNT (1) FROM FCT__SALES;

How did Snowflake fulfill this query?

Query against the result set cache

Query against a virtual warehouse cache

Query against the most-recently created micro-partition

Query against the metadata excite

47. How does Snowflake handle the bulk unloading of data into single or multiple files?

It assigns each unloaded data file a unique name.

It uses the put command to download the data by default.

It uses COPY INTO for bulk unloading where the default option is SINGLE - TRU

It uses COPY INTO to copy the data from a table into one or more files in an external stage only.

48. Which statement about billing applies to Snowflake credits?

Credits are billed per-minute with a 60-minute minimum

Credits are used to pay for cloud data storage usage

Credits are consumed based on the number of credits billed for each hour that a warehouse runs

Credits are consumed based on the warehouse size and the time the warehouse is running

49. What service is provided as an integrated Snowflake feature to enhance Multi-Factor Authentication (MFA) support?

Duo Security

OAuth

Okta

Single Sign-On (SSO)

50. What does Snowflake's search optimization service support?

External tables

Materialized views

Tables and views that are not protected by row access policies

Casts on table columns (except for fixed-point numbers cast to strings)

Page 6 of 11

51. Which user object property requires contacting Snowflake Support in order to set a value for it?

DISABLED

MINS TO BYPASS MFA

MINS TO BYPASS NETWORK POLICY

MINS TO UNLOCK

52. How can a Snowflake user access a JSON object, given the following table? (Select TWO).

src:salesperson.name

src:sa1esPerson. name

src:salesperson.Name

SRC:salesperson.name

SRC:salesperson.Name

53. Which cache type is used to cache data output from SQL queries?

Metadata cache

Result cache

Remote cache

Local file cache

54. Which statement MOST accurately describes clustering in Snowflake?

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

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

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

Clustering can be disabled within a Snowflake account.

55. What is the following SQL command used for?

Select * from table(validate(t1, job_id => '_last'));

To validate external table files in table t1 across all sessions

To validate task SQL statements against table t1 in the last 14 days

To validate a file for errors before it gets executed using a COPY command

To return errors from the last executed COPY command into table t1 in the current session

56. Which objects together comprise a namespace in Snowflake? (Select TWO).

Account

Database

Schema

Table

Virtual warehouse

57. Which data types does Snowflake support when querying semi-structured data? (Select TWO)

VARIANT

ARRAY

VARCHAR

XML

BLOB

58. Which database objects can be shared with the Snowflake secure data sharing feature? (Choose two.)

Files

External tables

Secure User-Defined Functions (UDFs)

Sequences

Streams

59. What is the SNOWFLAKE.ACCOUNT_USAGE view that contains information about which objects were read by queries within the last 365 days (1 year)?

VIEWS_HISTORY

OBJECT_HISTORY

ACCESS_HISTORY

LOGIN_HISTORY

60. How would a user execute a series of SQL statements using a task?

Include the SQL statements in the body of the task CREATE TASK mytask .. AS INSERT INTO target1 SELEC

. FROM stream_s1 WHER

. INSERT INTO target2 SELEC

. FROM stream_s1 WHER

A stored procedure can have only one DML statement per stored procedure invocation and therefore the user should sequence stored procedure calls in the task definition CREATE TASK mytask .... AS call stored_proc1(); call stored_proc2();

Use a stored procedure executing multiple SQL statements and invoke the stored procedure from the task. CREATE TASK mytask .... AS call stored_proc_multiple_statements_inside();

Create a task for each SQL statement (e.g. resulting in task1, task2, etc.) and string the series of SQL statements by having a control task calling task1, task2, etc. sequentially.

Page 7 of 11

61. Which command can be used to load data files into a Snowflake stage?

JOIN

COPY INTO

PUT

GET

62. When should a user consider disabling auto-suspend for a virtual warehouse? (Select TWO).

When users will be using compute at different times throughout a 24/7 period

When managing a steady workload

When the compute must be available with no delay or lag time

When the user does not want to have to manually turn on the warehouse each time it is needed

When the warehouse is shared across different teams

63. When loading data into Snowflake via Snowpipe what is the compressed file size recommendation?

10-50 MB

100-250 MB

300-500 MB

1000-1500 MB

64. Which data type can store more than one type of data structure?

JSON

BINARY

VARCHAR

VARIANT

65. How can a Snowflake user optimize query performance in Snowflake? (Select TWO).

Create a view.

Cluster a table.

Enable the search optimization service.

Enable Time Travel.

Index a table.

66. What is the minimum Snowflake edition required to create a materialized view?

Standard Edition

Enterprise Edition

Business Critical Edition

Virtual Private Snowflake Edition

67. How would a user run a multi-cluster warehouse in maximized mode?

Configure the maximum clusters setting to "Maximum."

Turn on the additional clusters manually after starting the warehouse.

Set the minimum Clusters and maximum Clusters settings to the same value.

Set the minimum clusters and maximum clusters settings to different values.

68. Which of the following statements describe features of Snowflake data caching? (Choose two.)

When a virtual warehouse is suspended, the data cache is saved on the remote storage layer.

When the data cache is full, the least-recently used data will be cleared to make room.

A user can only access their own queries from the query result cache.

A user must set USE_METADATA_CACHE to TRUE to use the metadata cache in queries.

The RESULT_SCAN table function can access and filter the contents of the query result cache.

69. Which commands should be used to grant the privilege allowing a role to select data from all current tables and any tables that will be created later in a schema? (Choose two.)

grant USAGE on all tables in schema DB1.SCHEMA to role MYROLE;

grant USAGE on future tables in schema DB1.SCHEMA to role MYROLE;

grant SELECT on all tables in schema DB1.SCHEMA to role MYROLE;

grant SELECT on future tables in schema DB1.SCHEMA to role MYROLE;

grant SELECT on all tables in database DB1 to role MYROLE;

grant SELECT on future tables in database DB1 to role MYROLE;

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

GeoJSON

Array

XML

Object

BLOB

Page 8 of 11

71. Which statement is true about running tasks in Snowflake?

A task can be called using a CALL statement to run a set of predefined SQL commands.

A task allows a user to execute a single SQL statement/command using a predefined schedule.

A task allows a user to execute a set of SQL commands on a predefined schedule.

A task can be executed using a SELECT statement to run a predefined SQL command.

72. What is used to diagnose and troubleshoot network connections to Snowflake?

SnowCD

Snowpark

Snowsight

SnowSQL

73. What is the recommended file sizing for data loading using Snowpipe?

A compressed file size greater than 100 MB, and up to 250 MB

A compressed file size greater than 100 GB, and up to 250 GB

A compressed file size greater than 10 MB, and up to 100 MB

A compressed file size greater than 1 GB, and up to 2 GB

74. What is the default file size when unloading data from Snowflake using the COPY command?

5MB

8GB

16 MB

32 MB

75. A company needs to allow some users to see Personally Identifiable Information (PII) while limiting other users from seeing the full value of the PII.

Which Snowflake feature will support this?

Row access policies

Data masking policies

Data encryption

Role based access control

76. A user has an application that writes a new Tile to a cloud storage location every 5 minutes.

What would be the MOST efficient way to get the files into Snowflake?

Create a task that runs a copy into operation from an external stage every 5 minutes

Create a task that puts the files in an internal stage and automate the data loading wizard

Create a task that runs a GET operation to intermittently check for new files

Set up cloud provider notifications on the Tile location and use Snowpipe with auto-ingest

77. A running virtual warehouse is suspended.

What is the MINIMUM amount of time that the warehouse will incur charges for when it is restarted?

1 second

60 seconds

5 minutes

60 minutes

78. How are serverless features billed?

Per second multiplied by an automatic sizing for the job

Per minute multiplied by an automatic sizing for the job, with a minimum of one minute

Per second multiplied by the size, as determined by the SERVERLESS_FEATURES_SIZE account parameter

Serverless features are not billed, unless the total cost for the month exceeds 10% of the warehouse credits, on the account

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

The number of queries executed

The number of active users assigned to the warehouse

The size of the virtual warehouse

The length of time the warehouse is running

The duration of the queries that are executed

80. Which Snowflake object can be accessed in he FROM clause of a query, returning a set of rows having one or more columns?

A User-Defined Table Function (UDTF)

A Scalar User Function (UDF)

A stored procedure

A task

Page 9 of 11

81. A Snowflake user has been granted the create data EXCHANGE listing privilege with their role.

Which tasks can this user now perform on the Data Exchange? (Select TWO).

Rename listings.

Delete provider profiles.

Modify listings properties.

Modify incoming listing access requests.

Submit listings for approval/publishing.

82. What is a machine learning and data science partner within the Snowflake Partner Ecosystem?

Informatica

Power Bl

Adobe

Data Robot

83. What are the default Time Travel and Fail-safe retention periods for transient tables?

Time Travel - 1 day. Fail-safe - 1 day

Time Travel - 0 days. Fail-safe - 1 day

Time Travel - 1 day. Fail-safe - 0 days

Transient tables are retained in neither Fail-safe nor Time Travel

84. Which services does the Snowflake Cloud Services layer manage? (Choose two.)

Compute resources

Query execution

Authentication

Data storage

Metadata

85. What versions of Snowflake should be used to manage compliance with Personal Identifiable Information (PII) requirements? (Choose two.)

Custom Edition

Virtual Private Snowflake

Business Critical Edition

Standard Edition

Enterprise Edition

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

A VARIANT column

A column with very low cardinality

A column with very high cardinality

A column that is most actively used in selective filters

A column that is most actively used in join predicates

87. How many network policies can be assigned to an account or specific user at a time?

One

Two

Three

Unlimited

88. Which of the following describes a Snowflake stored procedure?

They can be created as secure and hide the underlying metadata from the user.

They can only access tables from a single database.

They can contain only a single SQL statement.

They can be created to run with a caller's rights or an owner's rights.

89. A view is defined on a permanent table. A temporary table with the same name is created in the same schema as the referenced table.

What will the query from the view return?

The data from the permanent table.

The data from the temporary table.

An error stating that the view could not be compiled.

An error stating that the referenced object could not be uniquely identified.

90. Which of the following objects can be directly restored using the UNDROP command? (Choose two.)

Schema

View

Internal stage

Table

User

Role

Page 10 of 11

91. Which feature is only available in the Enterprise or higher editions of Snowflake?

Column-level security

SOC 2 type II certification

Multi-factor Authentication (MFA)

Object-level access control

92. A user created a new worksheet within the Snowsight Ul and wants to share this with teammates How can this worksheet be shared?

Create a zero-copy clone of the worksheet and grant permissions to teammates

Create a private Data Exchange so that any teammate can use the worksheet

Share the worksheet with teammates within Snowsight

Create a database and grant all permissions to teammates

93. The Snowflake cloud services layer is responsible for which tasks? (Choose two.)

Local disk caching

Authentication and access control

Metadata management

Query processing

Database storage

94. When is the result set cache no longer available? (Select TWO)

When another warehouse is used to execute the query

When another user executes the query

When the underlying data has changed

When the warehouse used to execute the query is suspended

When it has been 24 hours since the last query

95. For non-materialized views, what column in Information Schema and Account Usage identifies whether a view is secure or not?

CHECK_OPTION

IS_SECURE

IS_UPDATEABLE

TABLE_NAME

96. What can a Snowflake user do in the Activity section in Snowsight?

Create dashboards.

Write and run SQL queries.

Explore databases and objects.

Explore executed query performance.

97. Which operations are handled in the Cloud Services layer of Snowflake? (Select TWO).

Security

Data storage

Data visualization

Query computation

Metadata management

98. Which account__usage views are used to evaluate the details of dynamic data masking? (Select TWO)

ROLES

POLICY_REFERENCES

QUERY_HISTORY

RESOURCE_MONIT ORS

ACCESS_HISTORY

99. 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?

Okta Verify

Duo Mobile

Microsoft Authenticator

Google Authenticator

100. True or False: When you create a custom role, it is a best practice to immediately grant that role to ACCOUNTADMIN.

True

False

Page 11 of 11

101. Where would a Snowflake user find information about query activity from 90 days ago?

account__usage . query history view

account__usage.query__history__archive View

information__schema . cruery_history view

information__schema - query history_by_ses s i on view

102. What is an advantage of using an explain plan instead of the query profiler to evaluate the performance of a query?

The explain plan output is available graphically.

An explain plan can be used to conduct performance analysis without executing a query.

An explain plan will handle queries with temporary tables and the query profiler will not.

An explain plan's output will display automatic data skew optimization information.

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

Schema stage

Named stage

User stage

Stream stage

Table stage

Database stage

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