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  1. Home
  2. Snowflake
  3. SnowPro Advanced: Architect Recertification Exam
  4. Snowflake.ARA-R01.v2024-05-16.q81
  5. Question 1

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Question 1/81

A company has an external vendor who puts data into Google Cloud Storage. The company's Snowflake account is set up in Azure.
What would be the MOST efficient way to load data from the vendor into Snowflake?

Correct Answer: B
The most efficient way to load data from the vendor into Snowflake is to create an external stage on Google Cloud Storage and use the external table to load the data into Snowflake (Option B). This way, you can avoid copying or moving the data across different cloud platforms, which can incur additional costs and latency. You can also leverage the external table feature to query the data directly from Google Cloud Storage without loading it into Snowflake tables, which can save storage space and improve performance. Option A is not efficient because it requires the vendor to create a Snowflake account and a data share, which can be complicated and costly. Option C is not efficient because it involves copying the data from Google Cloud Storage to Azure Blob storage using external tools, which can be slow and expensive. Option D is not efficient because it requires creating a Snowflake account in the Google Cloud Platform (GCP), ingesting data into this account, and using data replication to move the data from GCP to Azure, which can be complex and time-consuming. References: The answer can be verified from Snowflake's official documentation on external stages and external tables available on their website. Here are some relevant links:
Using External Stages | Snowflake Documentation
Using External Tables | Snowflake Documentation
Loading Data from a Stage | Snowflake Documentation

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Other Question (81q)
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Q8. Assuming all Snowflake accounts are using an Enterprise edition or higher, in which develo...
Q9. How is the change of local time due to daylight savings time handled in Snowflake tasks? (...
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Q11. What is a key consideration when setting up search optimization service for a table?...
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Q13. Assuming all Snowflake accounts are using an Enterprise edition or higher, in which develo...
Q14. Which steps are recommended best practices for prioritizing cluster keys in Snowflake? (Ch...
Q15. When using the copy into <table> command with the CSV file format, how does the matc...
Q16. What are characteristics of the use of transactions in Snowflake? (Select TWO)....
Q17. Which of the below commands will use warehouse credits?...
Q18. A Snowflake Architect is designing a multiple-account design strategy. This strategy will ...
Q19. An Architect has been asked to clone schema STAGING as it looked one week ago, Tuesday Jun...
Q20. Which Snowflake objects can be used in a data share? (Select TWO)....
Q21. An Architect has designed a data pipeline that Is receiving small CSV files from multiple ...
Q22. A Developer is having a performance issue with a Snowflake query. The query receives up to...
Q23. Files arrive in an external stage every 10 seconds from a proprietary system. The files ra...
Q24. What are some of the characteristics of result set caches? (Choose three.)...
Q25. A company has built a data pipeline using Snowpipe to ingest files from an Amazon S3 bucke...
Q26. At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY...
Q27. What is a valid object hierarchy when building a Snowflake environment?...
Q28. A company's Architect needs to find an efficient way to get data from an external partner,...
Q29. An Architect needs to meet a company requirement to ingest files from the company's AWS st...
Q30. The data share exists between a data provider account and a data consumer account. Five ta...
Q31. The Business Intelligence team reports that when some team members run queries for their d...
Q32. A company is storing large numbers of small JSON files (ranging from 1-4 bytes) that are r...
Q33. An Architect is troubleshooting a query with poor performance using the QUERY_HIST0RY func...
Q34. An Architect has chosen to separate their Snowflake Production and QA environments using t...
Q35. Files arrive in an external stage every 10 seconds from a proprietary system. The files ra...
Q36. An Architect is designing a pipeline to stream event data into Snowflake using the Snowfla...
Q37. A company is storing large numbers of small JSON files (ranging from 1-4 bytes) that are r...
Q38. An Architect is designing a file ingestion recovery solution. The project will use an inte...
Q39. What is a characteristic of loading data into Snowflake using the Snowflake Connector for ...
Q40. A company's Architect needs to find an efficient way to get data from an external partner,...
Q41. What actions are permitted when using the Snowflake SQL REST API? (Select TWO)....
Q42. What considerations need to be taken when using database cloning as a tool for data lifecy...
Q43. When loading data from stage using COPY INTO, what options can you specify for the ON_ERRO...
Q44. What Snowflake system functions are used to view and or monitor the clustering metadata fo...
Q45. A company needs to have the following features available in its Snowflake account: 1. Supp...
Q46. Role A has the following permissions: . USAGE on db1 . USAGE and CREATE VIEW on schemal in...
Q47. A company is using a Snowflake account in Azure. The account has SAML SSO set up using ADF...
Q48. A table contains five columns and it has millions of records. The cardinality distribution...
Q49. Which security, governance, and data protection features require, at a MINIMUM, the Busine...
Q50. Which command will create a schema without Fail-safe and will restrict object owners from ...
Q51. Which system functions does Snowflake provide to monitor clustering information within a t...
Q52. What does a Snowflake Architect need to consider when implementing a Snowflake Connector f...
Q53. Which of the following ingestion methods can be used to load near real-time data by using ...
Q54. Data is being imported and stored as JSON in a VARIANT column. Query performance was fine,...
Q55. An Architect is designing a solution that will be used to process changed records in an or...
Q56. An Architect for a multi-national transportation company has a system that is used to chec...
Q57. An Architect runs the following SQL query: (Exhibit) How can this query be interpreted?...
Q58. An Architect needs to automate the daily Import of two files from an external stage into S...
Q59. A group of Data Analysts have been granted the role analyst role. They need a Snowflake da...
Q60. A company has several sites in different regions from which the company wants to ingest da...
Q61. A user has activated primary and secondary roles for a session. What operation is the user...
Q62. When loading data into a table that captures the load time in a column with a default valu...
Q63. What step will improve the performance of queries executed against an external table?...
Q64. How can the Snowpipe REST API be used to keep a log of data load history?...
Q65. (Exhibit) Based on the architecture in the image, how can the data from DB1 be copied into...
Q66. What integration object should be used to place restrictions on where data may be exported...
Q67. A user can change object parameters using which of the following roles?...
Q68. How is the change of local time due to daylight savings time handled in Snowflake tasks? (...
Q69. Which Snowflake data modeling approach is designed for BI queries?...
Q70. An Architect uses COPY INTO with the ON_ERROR=SKIP_FILE option to bulk load CSV files into...
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Q72. An Architect needs to allow a user to create a database from an inbound share. To meet thi...
Q73. Which organization-related tasks can be performed by the ORGADMIN role? (Choose three.)...
Q74. Which columns can be included in an external table schema? (Select THREE)....
Q75. Company A would like to share data in Snowflake with Company B. Company B is not on the sa...
Q76. What step will im the performance of queries executed against an external table?...
Q77. Following objects can be cloned in snowflake
Q78. A company has a table with that has corrupted data, named Data. The company wants to recov...
Q79. A company is designing high availability and disaster recovery plans and needs to maximize...
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