Exam Professional Data Engineer topic 1 question 147 discussion

if someone are not sure that D is the answer, I suggest to don't take the exam

D should be the answer

No duobt

Workflow Orchestration: Cloud Composer is a fully managed workflow orchestration service based on Apache Airflow. It allows you to define, schedule, and manage complex workflows with multiple steps, including shell scripts, Hadoop jobs, and BigQuery queries. Dependency Management: You can define dependencies between different steps in your workflow to ensure they are executed in a specific order. Retry Mechanism: Cloud Composer provides built-in retry mechanisms, so if any step fails, it can be retried a fixed number of times according to your configuration. Scheduled Execution: Cloud Composer allows you to schedule the execution of your workflows on a regular basis, meeting the requirement for executing the jobs on a schedule.

D is right

D is the answer. https://cloud.google.com/composer/docs/concepts/overview Cloud Composer is a fully managed workflow orchestration service, enabling you to create, schedule, monitor, and manage workflows that span across clouds and on-premises data centers.

Cloud Composer for sure.

D. per document "Scheduler" is aimed to a single service and composer for an ETL , in addition it's not even specified all jobs are on cloud so only composer can handle it.

Cloud Composer

Why there are so many wrong answers? Examtopics.com are you enjoying paid subscription by giving random answers from people? Ans: D

D: the main point is that Cloud Composer should be used when there is inter-dependencies between the job, e.g. we need the output of a job to start another whenever the first finished, and use dependencies coming from first job.

D seems to be quiet relevant , because using composure you can do all things which are being asked to perform, even retry property is there in composure.

The correct answer is Option A : Cloud Scheduler . Although at first instance, I thought it should be Cloud Composer but then looking at the question and reading it few times - it concluded me to go for Option A. Cloud Scheduler has built in retry handling so you can set a fixed number of times and doesn't have time limits for requests. The functionality is much simpler than Cloud Composer. Cloud Composer is managed Apache Airflow that "helps you create, schedule, monitor and manage workflows. For automate scheduled jobs - the most preferred method would be Scheduler, Composer would typically be used when we want to orchestrate many managed services and automate the work flow.

should be A

Answer should be A..Cloud scheduler..cloud composer is an workflow manager. Can't run unix,bigquery jobs

D should be the best option

D is correct