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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst created two functions and one procedures:
The Analyst then runs this query:

The Analyst then runs this query:

What will be the output?

A) Null
B) 10
C) 30
D) 20

2. While loading data into Snowflake using named file formats, a file format defined in which location has precedence?

A) The COPY INTO statement
B) The table definition
C) The stage definition
D) The schema definition

3. How can a Data Analyst automatically create a table structure for loading a Parquet file?

A) Use the INFER_SCHEMA together with the CREATE TABLE LIKE command.
B) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE USING TEMPLATE command.
C) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE LIKE command.
D) Use INFER_SCHEMA together with the CREATE TABLE USING TEMPLATE command.

4. A single variant data column table RAW_SOURCE has the following JSON records:

A Data Analyst needs to get the value of the "f" field and have it in a consumable, tabular format. Which query should be used to meet this requirement?

A) select src.events:f::number from raw_source src;
B) select value:f::number from raw_source, lateral flatten( input => data );
C) select value:f::number from raw_source, lateral flatten( input => data:events );
D) select data:events:f::number from raw_source;

5. A Data Analyst is working with a table that has 1 record per day, with sales information. Which window function would calculate a 7-day moving average of sales, where SALES_DATE represents the date column?

A) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
B) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)
C) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
D) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)

Solutions: