SnowPro-Core Exam Dumps | A company needs to read multiple terabytes of data for an initial load as part of a Snowflake migration.

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Question 25/198

A company needs to read multiple terabytes of data for an initial load as part of a Snowflake migration. The company can control the number and size of CSV extract files.
How does Snowflake recommend maximizing the load performance?

A. Use auto-ingest Snowpipes to load large files in a serverless model.

B. Produce the largest files possible, reducing the overall number of files to process.

C. Produce a larger number of smaller files and process the ingestion with size Small virtual warehouses.

D. Use an external tool to issue batched row-by-row inserts within BEGIN TRANSACTION and COMMIT commands.

Question List (198q): Question 1: Which items are considered schema objects in Snowflake? (Sel...; Question 2: What tasks can an account administrator perform in the Data ...; Question 3: Which type of join will list a I rows in the specified table...; Question 4: What is the recommended compressed file size range for conti...; Question 5: What occurs when a pipe is recreated using the CREATE OR REP...; Question 6: True or False: When you create a custom role, it is a best p...; Question 7: Which file formats are supported for unloading data from Sno...; Question 8: What is cached during a query on a virtual warehouse?...; Question 9: True or False: Fail-safe can be disabled within a Snowflake ...; Question 10: Which statement MOST accurately describes clustering in Snow...; Question 11: When reviewing a query profile, what is a symptom that a que...; Question 12: Which Snowflake partner specializes in data catalog solution...; Question 13: Which snowflake objects will incur both storage and cloud co...; Question 14: What is the SNOWFLAKE.ACCOUNT_USAGE view that contains infor...; Question 15: Which of the following objects can be directly restored usin...; Question 16: Which Snowflake technique can be used to improve the perform...; Question 17: What happens to the underlying table data when a CLUSTER BY ...; Question 18: Which statements are correct concerning the leveraging of th...; Question 19: Which command should be used to download files from a Snowfl...; Question 20: The is the minimum Fail-safe retention time period for trans...; Question 21: What statistical information in a Query Profile indicates th...; Question 22: What happens when a Snowflake user changes the data retentio...; Question 23: True or False: It is possible for a user to run a query agai...; Question 24: Which of the following describes the Snowflake Cloud Service...; Question 25: A company needs to read multiple terabytes of data for an in...; Question 26: How many days is load history for Snowpipe retained?...; Question 27: Which of the following statements describe features of Snowf...; Question 28: What is the primary purpose of a directory table in Snowflak...; Question 29: While working with unstructured data, which file function ge...; Question 30: What tasks can be completed using the copy command? (Select ...; Question 31: When loading data into Snowflake via Snowpipe what is the co...; Question 32: What is a key feature of Snowflake architecture?...; Question 33: Which of the following describes how multiple Snowflake acco...; Question 34: What is the name of the SnowSQLfile that can store connectio...; Question 35: Two users share a virtual warehouse named wh dev 01. When on...; Question 36: A user wants to access files stored in a stage without authe...; Question 37: At what levels can a resource monitor be configured? (Select...; Question 38: Which command should be used to load data from a file, locat...; Question 39: A view is defined on a permanent table. A temporary table wi...; Question 40: Which commands should be used to grant the privilege allowin...; Question 41: User-level network policies can be created by which of the f...; Question 42: How can a Snowflake user optimize query performance in Snowf...; Question 43: Which database objects can be shared with the Snowflake secu...; Question 44: A developer is granted ownership of a table that has a maski...; Question 45: Which Snowflake feature provides increased login security fo...; Question 46: What factors impact storage costs in Snowflake? (Select TWO)...; Question 47: Which TABLE function helps to convert semi-structured data t...; Question 48: What function can be used with the recursive argument to ret...; Question 49: Snowflake's hierarchical key mode includes which keys? (Sele...; Question 50: What actions will prevent leveraging of the ResultSet cache?...; Question 51: A user with which privileges can create or manage other user...; Question 52: What is the minimum Snowflake edition that has column-level ...; Question 53: The Snowflake Cloud Data Platform is described as having whi...; Question 54: Which formats does Snowflake store unstructured data in? (Ch...; Question 55: What is a machine learning and data science partner within t...; Question 56: What are key characteristics of virtual warehouses in Snowfl...; Question 57: What is the MINIMUM edition of Snowflake that is required to...; Question 58: What is the purpose of an External Function?...; Question 59: True or False: Loading data into Snowflake requires that sou...; Question 60: How do Snowflake data providers share data that resides in d...; Question 61: What is the maximum total Continuous Data Protection (CDP) c...; Question 62: What COPY INTO SQL command should be used to unload data int...; Question 63: Which command is used to start configuring Snowflake for Sin...; Question 64: How can a Snowflake user traverse semi-structured data?...; Question 65: Where is Snowflake metadata stored?...; Question 66: Which REST API can be used with unstructured data?...; Question 67: Which command can be used to load data into an internal stag...; Question 68: A user has 10 files in a stage containing new customer data....; Question 69: Which pages are included in the Activity area of Snowsight? ...; Question 70: What is the following SQL command used for? Select * from ta...; Question 71: Which object can be used with Secure Data Sharing?...; Question 72: What versions of Snowflake should be used to manage complian...; Question 73: When publishing a Snowflake Data Marketplace listing into a ...; Question 74: User INQUISITIVE_PERSON has been granted the role DATA_SCIEN...; Question 75: Which of the following objects are contained within a schema...; Question 76: True or False: Reader Accounts are able to extract data from...; Question 77: Who can activate and enforce a network policy for all users ...; Question 78: Which Snowflake SQL statement would be used to determine whi...; Question 79: What privilege should a user be granted to change permission...; Question 80: What does SnowCD help Snowflake users to do?...; Question 81: What action can a user take to address query concurrency iss...; Question 82: What is the MAXIMUM size limit for a record of a VARIANT dat...; Question 83: Will data cached in a warehouse be lost when the warehouse i...; Question 84: Which data type can store more than one type of data structu...; Question 85: What is the recommended way to change the existing file form...; Question 86: What Snowflake feature provides a data hub for secure data c...; Question 87: Which of the following can be executed/called with Snowpipe?...; Question 88: Which data types can be used in Snowflake to store semi-stru...; Question 89: A JSON file, that contains lots of dates and arrays, needs t...; Question 90: Which of the following features are available with the Snowf...; Question 91: Which Snowflake role can manage any object grant globally, i...; Question 92: Which of the following is an example of an operation that ca...; Question 93: What happens when a cloned table is replicated to a secondar...; Question 94: What types of data listings are available in the Snowflake D...; Question 95: What service is provided as an integrated Snowflake feature ...; Question 96: What is a responsibility of Snowflake's virtual warehouses?...; Question 97: Which of the following activities consume virtual warehouse ...; Question 98: Which of the following are considerations when using a direc...; Question 99: A sales table FCT_SALES has 100 million records. The followi...; Question 100: How should clustering be used to optimize the performance of...; Question 101: What is the minimum Snowflake edition required for row level...; Question 102: In a Snowflake role hierarchy, what is the top-level role?...; Question 103: What is a limitation of a Materialized View?...; Question 104: Which privilege must be granted to a share to allow secure v...; Question 105: If 3 size Small virtual warehouse is made up of two servers,...; Question 106: The Snowflake Search Optimization Services supports improved...; Question 107: A virtual warehouse is created using the following command: ...; Question 108: What effect does WAIT_FOR_COMPLETION = TRUE have when runnin...; Question 109: Which command is used to unload data from a Snowflake databa...; Question 110: A materialized view should be created when which of the foll...; Question 111: How long is the Fail-safe period for temporary and transient...; Question 112: By definition, a secure view is exposed only to users with w...; Question 113: How does Snowflake handle the bulk unloading of data into si...; Question 114: What is the MOST performant file format for loading data in ...; Question 115: Which file format will keep floating-point numbers from bein...; Question 116: What are common issues found by using the Query Profile? (Ch...; Question 117: In which use cases does Snowflake apply egress charges?...; Question 118: What impacts the credit consumption of maintaining a materia...; Question 119: A column named "Data" contains VARIANT data and stores value...; Question 120: Which of the following describes external functions in Snowf...; Question 121: How many network policies can be assigned to an account or s...; Question 122: Which Snowflake tool would be BEST to troubleshoot network c...; Question 123: Which Snowflake URL type allows users or applications to dow...; Question 124: What is the recommended file sizing for data loading using S...; Question 125: Which Snowflake feature allows administrators to identify un...; Question 126: Which Snowflake objects can be shared with other Snowflake a...; Question 127: During periods of warehouse contention which parameter contr...; Question 128: What can be used to view warehouse usage over time? (Select ...; Question 129: Which semi-structured file formats are supported when unload...; Question 130: A tabular User-Defined Function (UDF) is defined by specifyi...; Question 131: What happens to the objects in a reader account when the DRO...; Question 132: Which Snowflake table objects can be shared with other accou...; Question 133: Which Snowflake feature allows a user to track sensitive dat...; Question 134: How should a virtual warehouse be configured if a user wants...; Question 135: What objects in Snowflake are supported by Dynamic Data Mask...; Question 136: What internal stages are available in Snowflake? (Choose thr...; Question 137: How can a dropped internal stage be restored?...; Question 138: Which Snowflake architectural layer is responsible for a que...; Question 139: When reviewing the load for a warehouse using the load monit...; Question 140: Which query contains a Snowflake hosted file URL in a direct...; Question 141: Which commands are restricted in owner's rights stored proce...; Question 142: What can a Snowflake user do in the Admin area of Snowsight?...; Question 143: How is unstructured data retrieved from data storage?...; Question 144: Which statement describes how Snowflake supports reader acco...; Question 145: Which ACCOUNT_USAGE schema database role provides visibility...; Question 146: A Snowflake Administrator needs to ensure that sensitive cor...; Question 147: Which Snowflake function will interpret an input string as a...; Question 148: When should a user consider disabling auto-suspend for a vir...; Question 149: How often are the Account and Table master keys automaticall...; Question 150: How does Snowflake recommend handling the bulk loading of da...; Question 151: What SQL command would be used to view all roles that were g...; Question 152: Which of the following compute resources or features are man...; Question 153: What type of query benefits the MOST from search optimizatio...; Question 154: Which function unloads data from a relational table to JSON?...; Question 155: What are supported file formats for unloading data from Snow...; Question 156: Network policies can be set at which Snowflake levels? (Choo...; Question 157: What are ways to create and manage data shares in Snowflake?...; Question 158: What MINIMUM privilege is required on the external stage for...; Question 159: What do the terms scale up and scale out refer to in Snowfla...; Question 160: Which of the following indicates that it may be appropriate ...; Question 161: Files have been uploaded to a Snowflake internal stage. The ...; Question 162: In the Snowflake access control model, which entity owns an ...; Question 163: A Snowflake user has been granted the create data EXCHANGE l...; Question 164: What does Snowflake's search optimization service support?...; Question 165: Which statistics can be used to identify queries that have i...; Question 166: What happens to historical data when the retention period fo...; Question 167: When using the ALLOW CLIENT_MFA_CACHING parameter, how long ...; Question 168: What is an advantage of using an explain plan instead of the...; Question 169: Which operation can be performed on Snowflake external table...; Question 170: What is the purpose of the STRIP NULL_VALUES file format opt...; Question 171: What technique does Snowflake use to limit the number of mic...; Question 172: What step can reduce data spilling in Snowflake?...; Question 173: What type of query will benefit from the query acceleration ...; Question 174: When enabling access to unstructured data, which URL permits...; Question 175: A user is loading JSON documents composed of a huge array co...; Question 176: What is used to diagnose and troubleshoot network connection...; Question 177: A company strongly encourages all Snowflake users to self-en...; Question 178: Which Snowflake layer is always leveraged when accessing a q...; Question 179: What are the least privileges needed to view and modify reso...; Question 180: Which is the MINIMUM required Snowflake edition that a user ...; Question 181: Which cache type is used to cache data output from SQL queri...; Question 182: Which statements reflect key functionalities of a Snowflake ...; Question 183: What happens when an external or an internal stage is droppe...; Question 184: Which parameter can be set at the account level to set the m...; Question 185: What is a characteristic of the Snowflake Query Profile?...; Question 186: What is the default character set used when loading CSV file...; Question 187: How long does Snowflake retain information in the ACCESS HIS...; Question 188: Which Snowflake URL type is used by directory tables?...; Question 189: Which semi-structured data function interprets an input stri...; Question 190: What will prevent unauthorized access to a Snowflake account...; Question 191: Which of the following accurately describes shares?...; Question 192: Why does Snowflake recommend file sizes of 100-250 MB compre...; Question 193: Which Snowflake command can be used to unload the result of ...; Question 194: What does the LATERAL modifier for the FLATTEN function do?...; Question 195: Which user object property requires contacting Snowflake Sup...; Question 196: Which Snowflake function is maintained separately from the d...; Question 197: A Snowflake account has activated federated authentication. ...; Question 198: What happens to the shared objects for users in a consumer a...

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