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- Question 121
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Question 121/155
You have a Snowflake table named 'CUSTOMERS' with a large amount of data. You want to create a smaller table, 'SAMPLE CUSTOMERS', containing a 10% random sample of the data from 'CUSTOMERS'. Which of the following methods is the MOST efficient way to achieve this?
Correct Answer: E
Option E utilizes the 'SAMPLE clause, which is the most efficient and recommended way to create a sample of a table in Snowflake- It leverages Snowflake's internal optimizations for sampling data. Option B is also correct. Options A, C, and D are valid SQL but are significantly less efficient for sampling large datasets.
- Question List (155q)
- Question 1: A data engineer executed several queries in Snowflake using ...
- Question 2: A junior data engineer is having trouble connecting to Snowf...
- Question 3: Which of the following statements are true regarding the 'SE...
- Question 4: You are using the 'SNOWFLAKE.ML.COMPLETE function in Snowfla...
- Question 5: You have a table named 'CUSTOMER ORDERS with columns `custom...
- Question 6: When querying semi-structured data in Snowflake, which funct...
- Question 7: You are tasked with creating a table `EMPLOYEES in Snowflake...
- Question 8: A Snowflake account has two virtual warehouses, 'WH ETC and ...
- Question 9: A data team is using a Snowflake virtual warehouse for both ...
- Question 10: A data warehouse has a role hierarchy where 'ANALYST' report...
- Question 11: A data engineer is tasked with loading JSON files containing...
- Question 12: Consider a scenario where you are loading data from an exter...
- Question 13: You are tasked with using the 'PARSE DOCUMENT' function in S...
- Question 14: Role 'DATA ENGINEER' owns the external stage. The security t...
- Question 15: You're building a Snowflake Notebook to automate data qualit...
- Question 16: A Snowflake account uses separate virtual warehouses for dif...
- Question 17: A team is using Snowsight for developing and testing SQL que...
- Question 18: A Snowflake table 'ORDERS' contains order data, including a ...
- Question 19: A data engineer needs to create a new database named `SALES ...
- Question 20: A data engineer is tasked with creating a hierarchical struc...
- Question 21: A data engineering team is tasked with loading a large datas...
- Question 22: You have a Snowflake environment with several databases and ...
- Question 23: What is the purpose of using the SHOW GRANTS ON SQL command ...
- Question 24: A user is trying to transfer ownership of a view from role `...
- Question 25: A data warehouse contains a table 'orders' with columns 'ord...
- Question 26: A Snowflake administrator needs to load data from multiple c...
- Question 27: A junior data analyst accidentally deleted a critical table ...
- Question 28: A data analyst wants to clone the 'SALES DB' database to cre...
- Question 29: A large e-commerce company is experiencing seasonal spikes i...
- Question 30: You have a permanent table 'ORDERS' in your Snowflake databa...
- Question 31: You are tasked with creating a share to provide access to a ...
- Question 32: You are managing a Snowflake environment with continuous dat...
- Question 33: You are using PARSE DOCUMENT on documents stored in an exter...
- Question 34: Your team is loading data into Snowflake using Snowpipe. You...
- Question 35: You are tasked with creating a table in Snowflake to store c...
- Question 36: You are working with a semi-structured JSON dataset containi...
- Question 37: A user executes the following SQL command in Snowflake: `SEL...
- Question 38: You are responsible for optimizing the data loading process ...
- Question 39: A Snowflake user reports that their worksheet intermittently...
- Question 40: You are using the Snowflake web interface to execute SQL que...
- Question 41: A Snowflake administrator wants to ensure that all newly cre...
- Question 42: A data engineer is tasked with using Snowflake Cortex's COMP...
- Question 43: You are designing a data warehouse in Snowflake and need to ...
- Question 44: You are working with Snowflake Cortex and the COMPLETE funct...
- Question 45: You have a Snowflake database named 'SALES DB' containing sc...
- Question 46: Which of the following statements correctly describes the be...
- Question 47: You are designing a data warehouse in Snowflake and need to ...
- Question 48: A data warehouse contains a table 'SALES TRANSACTIONS that i...
- Question 49: You are responsible for managing a Snowflake environment whe...
- Question 50: Which task is performed in the Cloud Services layer in the S...
- Question 51: A data engineer is trying to create a new internal stage nam...
- Question 52: In Snowflake Notebooks, you execute a cell containing a SQL ...
- Question 53: You are tasked with creating a development environment from ...
- Question 54: You are using a Snowflake Notebook to build a Streamlit dash...
- Question 55: A Snowflake administrator needs to determine the default col...
- Question 56: You have a Snowflake virtual warehouse named 'REPORTING that...
- Question 57: You are loading data from a CSV file stored in an AWS S3 buc...
- Question 58: You have a table 'PRODUCT_PRICES' defined as 'CREATE TABLE P...
- Question 59: Which of the following statements are true regarding schemas...
- Question 60: You are loading data into a Snowflake table 'EMPLOYEE DATA (...
- Question 61: A data engineer needs to create a table in Snowflake to stor...
- Question 62: You have been tasked with configuring a session parameter fo...
- Question 63: You need to load a large CSV file (1 TB) into a Snowflake ta...
- Question 64: You need to create a database named 'SALES DB' that is only ...
- Question 65: A data engineer is tasked with creating multiple schemas wit...
- Question 66: You are exploring a large dataset in Snowflake with millions...
- Question 67: You are using Snowsight to analyze query performance. You no...
- Question 68: A data analyst needs to create a view named that aggregates ...
- Question 69: A company is experiencing inconsistent query performance in ...
- Question 70: A data analyst is using the Snowflake web UI worksheet to ex...
- Question 71: A data engineer wants to transfer ownership of a database na...
- Question 72: A team is developing a data pipeline to load data from vario...
- Question 73: You are developing a Streamlit application that visualizes d...
- Question 74: You have a table named 'PRODUCT SALES' with columns 'product...
- Question 75: Which two actions are possible within a single Snowflake Not...
- Question 76: A Snowflake account is configured to use Okta as its Identit...
- Question 77: A data engineer needs to load data into a Snowflake table 'S...
- Question 78: A Snowflake administrator is tasked with setting up role-bas...
- Question 79: Your team has set up an automated data pipeline to load data...
- Question 80: A data consumer creates a database 'DB CONSUMER from a share...
- Question 81: You are developing a Snowflake Notebook to analyze sales dat...
- Question 82: A data scientist wants to use the COMPLETE function in Snowf...
- Question 83: A user named 'DATA LOADER is responsible for loading data in...
- Question 84: You are using a Snowflake Notebook to perform data analysis ...
- Question 85: You are a data provider on the Snowflake Marketplace. You wa...
- Question 86: You have created a virtual warehouse in Snowflake and loaded...
- Question 87: You have a requirement to grant a third-party vendor access ...
- Question 88: You are tasked with loading data into a Snowflake table 'SAL...
- Question 89: Consider the following Snowflake SQL code snippet that attem...
- Question 90: Which of the following statements are TRUE regarding Snowfla...
- Question 91: You have created a new database named 'DEV DB' and want to g...
- Question 92: A Snowflake account has the following role hierarchy: - ACCO...
- Question 93: You have enabled directory tables on an external stage point...
- Question 94: A data engineering team is loading data from a CSV file cont...
- Question 95: You are loading data from a set of compressed (gzip) JSON fi...
- Question 96: A data engineer is tasked with designing a Snowflake solutio...
- Question 97: You have a Snowflake virtual warehouse named 'XSMALL WI-4' c...
- Question 98: A data engineer needs to create a new database named `SALES ...
- Question 99: You have a table named 'raw_events' with a VARIANT column ca...
- Question 100: A table 'CUSTOMER DATA' exists within the 'PUBLIC" schema of...
- Question 101: A data engineer needs to translate product names stored in a...
- Question 102: You are responsible for optimizing data loading into Snowfla...
- Question 103: A data analyst is tasked with translating customer reviews f...
- Question 104: You are designing a data pipeline in Snowflake to process st...
- Question 105: You're building a data pipeline in Snowflake that utilizes t...
- Question 106: You have a Snowflake virtual warehouse named 'ANALYTICS WH' ...
- Question 107: A Snowflake Notebook is being used to train a machine learni...
- Question 108: You are tasked with optimizing a frequently queried table 'S...
- Question 109: You have a Snowflake table named 'products' with columns 'pr...
- Question 110: You are developing a Snowpark Python application that needs ...
- Question 111: A data analyst needs to query a table named 'ORDERS' which c...
- Question 112: You are working with a Snowflake database that contains sens...
- Question 113: A data scientist has developed a Streamlit application withi...
- Question 114: You have created an internal stage in Snowflake named 'my_in...
- Question 115: You are designing a data pipeline in Snowflake where raw dat...
- Question 116: You are tasked with creating an external stage pointing to a...
- Question 117: A data engineer is tasked with creating a Python script to l...
- Question 118: A data engineer needs to create a table named 'EMPLOYEES in ...
- Question 119: You have a role hierarchy where 'ROLE A' has been granted to...
- Question 120: A data engineer needs to schedule a Snowflake task to refres...
- Question 121: You have a Snowflake table named 'CUSTOMERS' with a large am...
- Question 122: A data engineer needs to grant a business analyst role ('BI ...
- Question 123: You are developing a data pipeline in Snowflake Notebooks. O...
- Question 124: You have a Snowflake virtual warehouse named 'COMPUTE that i...
- Question 125: A Snowflake account has a virtual warehouse named `ANALYTICS...
- Question 126: You are loading data from a JSON file into a Snowflake table...
- Question 127: A data provider wants to share a secure view 'SECURE VIEW SA...
- Question 128: A security architect is designing a role hierarchy in Snowfl...
- Question 129: A data engineer has created a custom role `ETL ROLE responsi...
- Question 130: You have two tables, `employees' and `departments'. The `emp...
- Question 131: You have a table named 'ORDERS' with a column 'ORDER DATE of...
- Question 132: What will occur if a virtual warehouse size is increased fro...
- Question 133: A data engineer is tasked with creating a new database calle...
- Question 134: A data engineer is using Snowflake Notebooks to perform expl...
- Question 135: You are using Snowpipe to load data into a table. You need t...
- Question 136: You have a Python script that uses Snowpark to connect to Sn...
- Question 137: A Snowflake Notebook is configured to run a series of data p...
- Question 138: You have a Snowflake table named `CUSTOMER DATA' with column...
- Question 139: A data engineer is tasked with loading JSON data containing ...
- Question 140: You are loading semi-structured JSON data into a Snowflake t...
- Question 141: You are working with a dataset containing customer purchase ...
- Question 142: A Snowflake administrator is tasked with managing storage co...
- Question 143: You are using Snowsight to monitor the performance of severa...
- Question 144: A company stores unstructured text data (PDFs, DOCX) in an e...
- Question 145: You have a custom role named 'TRANSFORM ROLE that needs to l...
- Question 146: You are developing a Snowflake Notebook to perform data tran...
- Question 147: You are loading JSON data from an external stage into a Snow...
- Question 148: You are tasked with loading data from a large CSV file locat...
- Question 149: You are tasked with securing sensitive data in a table calle...
- Question 150: You have a base table called `customer data' which contains ...
- Question 151: You are designing a Snowflake UDF to parse log files. The UD...
- Question 152: Within a Snowflake Notebook, you have a Python script that p...
- Question 153: You need to programmatically retrieve query history metadata...
- Question 154: You have a Snowflake table named 'employees' with columns 'e...
- Question 155: A data engineer is tasked with loading JSON data representin...
