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By passing the DCPDE exam, data engineers can demonstrate their proficiency in using the Databricks platform to build scalable and reliable data pipelines. Databricks Certified Professional Data Engineer Exam certification can help data engineers advance their careers and increase their earning potential by showcasing their expertise in data engineering on Databricks.
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NEW QUESTION # 128
When evaluating the Ganglia Metrics for a given cluster with 3 executor nodes, which indicator would signal proper utilization of the VM's resources?
Answer: A
NEW QUESTION # 129
Create a sales database using the DBFS location 'dbfs:/mnt/delta/databases/sales.db/'
Answer: D
Explanation:
Explanation
The answer is
CREATE DATABASE sales LOCATION 'dbfs:/mnt/delta/databases/sales.db/'
Note: with the introduction of the Unity catalog and three-layer namespace usage of SCHEMA and DATABASE is interchangeable
NEW QUESTION # 130
Which is a key benefit of an end-to-end test?
Answer: D
Explanation:
End-to-end testing is a methodology used to test whether the flow of an application, from start to finish, behaves as expected. The key benefit of an end-to-end test is that it closely simulates real-world, user behavior, ensuring that the system as a whole operates correctly.
Reference:
Software Testing: End-to-End Testing
NEW QUESTION # 131
Which statement describes integration testing?
Answer: A
Explanation:
This is the correct answer because it describes integration testing. Integration testing is a type of testing that validates interactions between subsystems of your application, such as modules, components, or services.
Integration testing ensures that the subsystems work together as expected and produce the correct outputs or results. Integration testing can be done at different levels of granularity, such as component integration testing, system integration testing, or end-to-end testing. Integration testing can help detect errors or bugs that may not be found by unit testing, which only validates behavior of individual elements of your application. Verified References: [Databricks Certified Data Engineer Professional], under "Testing" section; Databricks Documentation, under "Integration testing" section.
NEW QUESTION # 132
The current ELT pipeline is receiving data from the operations team once a day so you had setup an AUTO LOADER process to run once a day using trigger (Once = True) and scheduled a job to run once a day, operations team recently rolled out a new feature that allows them to send data every 1 min, what changes do you need to make to AUTO LOADER to process the data every 1 min.
Answer: B
NEW QUESTION # 133
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