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A data engineer wants to create a data entity from a couple of tables. The data entity must be used by other data engineers in other sessions. It also must be saved to a physical location.
Which of the following data entities should the data engineer create?
A. View
B. Table
C. Database
D. Temporary view
E. Function
Answer: B
Explanation:
Explanation
In the context described, creating a "Table" is the most suitable choice. Tables in SQL are data entities that exist independently of any session and are saved in a physical location. They can be accessed and manipulated by other data engineers in different sessions, which aligns with the requirements stated. A "Database" is a collection of tables, views, and other database objects. A "Function" is a stored procedure that performs an operation. A "View" is a virtual table based on the result-set of an SQL statement, but it is not stored physically. A "Temporary view" is a feature that allows you to store the result of a query as a view that disappears once your session with the database is closed.
NEW QUESTION # 106
A data engineer needs to parse only png files in a directory that contains files with different suffixes. Which code should the data engineer use to achieve this task?
A.
B.
C.
D.
Answer: C
NEW QUESTION # 107
Which SQL code snippet will correctly demonstrate a Data Definition Language (DDL) operation used to create a table?
A. CRFATF tabif employees ( id INT, name suing
B. INSERT INTO employees (id, name) VALUES (1, 'Alice');
C. DROP TABLE employees;
D. ALTFR TABIF employees add column salary DECTMA(10,2);
Answer: A
NEW QUESTION # 108
A data engineer is processing ingested streaming tables and needs to filter out NULL values in the order_datetime column from the raw streaming table orders_raw and store the results in a new table orders_valid using DLT.
Which code snippet should the data engineer use?
A.
B.
C.
D.
Answer: A
NEW QUESTION # 109
A data engineer is tasked with building a nightly batch ETL pipeline that processes very large volumes of raw JSON logs from a data lake into Delta tables for reporting. The data arrives in bulk once per day, and the pipeline takes several hours to complete. Cost efficiency is important, but performance and reliability of completing the pipeline are the highest priorities.
Which type of Databricks cluster should the data engineer configure?
A. A job cluster configured to autoscale across multiple workers during the pipeline run.
B. A high-concurrency cluster designed for interactive SQL workloads.
C. An all-purpose cluster always kept running to ensure low-latency job startup times.
D. A lightweight single-node cluster with low worker node count to reduce costs.
Answer: A
Explanation:
Job clusters are optimized for automated production workloads. They start when a job is triggered and terminate automatically once the task completes. This ensures cost control while maintaining performance and reliability for batch ETL. Autoscaling allows Databricks to add or remove workers dynamically based on workload size, ensuring large data volumes are processed efficiently.
All-purpose clusters are intended for development or ad-hoc workloads, not scheduled ETL.
Reference Source: Databricks Compute and Job Cluster Configuration Documentation - "Autoscaling and Job Clusters."
NEW QUESTION # 110
......
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