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NEW QUESTION 35
Which of the following locations hosts the driver and worker nodes of a Databricks-managed clus-ter?

• A. Data plane
• B. Databricks Filesystem
• C. Databricks web application
• D. Control plane
• E. JDBC data source

Answer: A

Explanation:
Explanation
See the Databricks high-level architecture

NEW QUESTION 36
Which of the following data workloads will utilize a Silver table as its source?

• A. A job that queries aggregated data that already feeds into a dashboard
• B. A job that aggregates cleaned data to create standard summary statistics
• C. A job that ingests raw data from a streaming source into the Lakehouse
• D. A job that cleans data by removing malformatted records
• E. A job that enriches data by parsing its timestamps into a human-readable format

Answer: B

NEW QUESTION 37
A table customerLocations exists with the following schema:
1. id STRING,
2. date STRING,
3. city STRING,
4. country STRING
A senior data engineer wants to create a new table from this table using the following command:
1. CREATE TABLE customersPerCountry AS
2. SELECT country,
3. COUNT(*) AS customers
4. FROM customerLocations
5. GROUP BY country;
A junior data engineer asks why the schema is not being declared for the new table. Which of the following
responses explains why declaring the schema is not necessary?

• A. CREATE TABLE AS SELECT statements result in tables that do not support schemas
• B. CREATE TABLE AS SELECT statements result in tables where schemas are optional
• C. CREATE TABLE AS SELECT statements assign all columns the type STRING
• D. CREATE TABLE AS SELECT statements adopt schema details from the source table and query
• E. CREATE TABLE AS SELECT statements infer the schema by scanning the data

Answer: D

NEW QUESTION 38
A data engineering team has created a series of tables using Parquet data stored in an external sys-tem. The
team is noticing that after appending new rows to the data in the external system, their queries within
Databricks are not returning the new rows. They identify the caching of the previous data as the cause of this
issue.
Which of the following approaches will ensure that the data returned by queries is always up-to-date?

• A. The tables should be stored in a cloud-based external system
• B. The tables should be refreshed in the writing cluster before the next query is run
• C. The tables should be converted to the Delta format
• D. The tables should be altered to include metadata to not cache
• E. The tables should be updated before the next query is run

Answer: C

NEW QUESTION 39
......