DP-203 · Question #128
DP-203 Question #128: Real Exam Question with Answer & Explanation
The correct answer is B: automated. Azure Databricks has two types of clusters: interactive and automated. You use interactive clusters to analyze data collaboratively with interactive notebooks. You use automated clusters to run fast and robust automated jobs. Example: Scheduled batch workloads (data engineers run
Question
You plan to perform batch processing in Azure Databricks once daily. Which type of Databricks cluster should you use?
Options
- AHigh Concurrency
- Bautomated
- Cinteractive
Explanation
Azure Databricks has two types of clusters: interactive and automated. You use interactive clusters to analyze data collaboratively with interactive notebooks. You use automated clusters to run fast and robust automated jobs. Example: Scheduled batch workloads (data engineers running ETL jobs) This scenario involves running batch job JARs and notebooks on a regular cadence through the Databricks platform. The suggested best practice is to launch a new cluster for each run of critical jobs. This helps avoid any issues (failures, missing SLA, and so on) due to an existing workload (noisy neighbor) on a shared cluster. https://docs.databricks.com/administration-guide/cloud-configurations/aws/cmbp.html#scenario-3- scheduled-batch-workloads-data-engineers-running-etl-jobs
Community Discussion
No community discussion yet for this question.