A company runs a Cloud Composer environment and wants to create a dashboard that shows the number of DAG runs that failed in the last 24 hours. What is the most efficient way to build this dashboard?

Use Cloud Monitoring to create a custom dashboard with a log-based metric for DAG failures.

Create a Cloud Function that queries the Airflow database and sends results to a dashboard.

Export Airflow logs to BigQuery and use Data Studio to create a dashboard.

Use the Airflow UI to view DAG run history.

A data practitioner wants Cloud Scheduler to notify a downstream system about a job completion. What are the two supported target types for a Cloud Scheduler job?

App Engine services and Compute Engine instances

Cloud Functions and Cloud Run services

HTTP endpoints and Pub/Sub topics

Cloud Storage buckets and BigQuery tables

Google CloudAssociate Data Practitioner

Domain 3Objective 2

3.2 Schedule, Automate, and Monitor Basic Data Processing Tasks ASSOCIATE-DATA-PRACTITIONER Practice Questions (Page 6)

Part of the Data Pipeline Orchestration domain, which accounts for ~18% of the ASSOCIATE-DATA-PRACTITIONER exam.

37questions here

8free pages

14concepts

~18%of the exam

Questions 26–30

26foundation · easy
A data practitioner needs to search through logs from multiple Google Cloud services to find errors related to a specific data processing task. Which service should they use to query and analyze these logs?
Select an answer first
27application · medium
A company runs a Cloud Composer environment and wants to create a dashboard that shows the number of DAG runs that failed in the last 24 hours. What is the most efficient way to build this dashboard?
Select an answer first
28foundation · easy
A data practitioner wants to filter logs in Cloud Logging to show only entries with a severity level of 'ERROR' or higher. Which field should they use in the log query?
Select an answer first
29foundation · easy
A data practitioner wants Cloud Scheduler to notify a downstream system about a job completion. What are the two supported target types for a Cloud Scheduler job?
Select an answer first
30foundation · easy
Which of the following is a valid target for an Eventarc trigger?
Select an answer first

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3.2 Schedule, Automate, and Monitor Basic Data Processing Tasks ASSOCIATE-DATA-PRACTITIONER Practice Questions (Page 6)

Questions 26–30

A data practitioner needs to search through logs from multiple Google Cloud services to find errors related to a specific data processing task. Which service should they use to query and analyze these logs?

A company runs a Cloud Composer environment and wants to create a dashboard that shows the number of DAG runs that failed in the last 24 hours. What is the most efficient way to build this dashboard?

A data practitioner wants to filter logs in Cloud Logging to show only entries with a severity level of 'ERROR' or higher. Which field should they use in the log query?

A data practitioner wants Cloud Scheduler to notify a downstream system about a job completion. What are the two supported target types for a Cloud Scheduler job?

Which of the following is a valid target for an Eventarc trigger?

Keep studying — Data Pipeline Orchestration