Audit logging in Apache Airflow - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is audit logging in Airflow?

Audit logging in Airflow means keeping a record of all important actions and changes in the system. It helps track who did what and when.

beginner

Which Airflow component is responsible for storing audit logs?

The Airflow metadata database stores audit logs, recording events like user actions and task status changes.

intermediate

How can you enable audit logging in Airflow?

You enable audit logging by configuring Airflow's logging settings and ensuring the metadata database is set up to capture audit events.

beginner

Why is audit logging important in Airflow?

Audit logging helps with security, troubleshooting, and compliance by showing a clear history of actions and changes in Airflow.

beginner

Name one common use case for audit logs in Airflow.

One use case is tracking who triggered a workflow and when, which helps in debugging and accountability.

What does audit logging in Airflow primarily record?

A User actions and system changes

B Only task execution times

C Network traffic data

D CPU and memory usage

Audit logging records user actions and system changes to track what happened in Airflow.

Where are audit logs stored in Airflow?

A Metadata database

B Task logs folder

C External cloud storage only

D Airflow webserver cache

Audit logs are stored in the metadata database, which keeps track of system events.

Which of these is NOT a benefit of audit logging in Airflow?

A Better troubleshooting

B Faster task execution

C Improved security

D Compliance tracking

Audit logging does not directly make tasks run faster; it helps with security, troubleshooting, and compliance.

How can you enable audit logging in Airflow?

A Install a separate audit plugin only

B Disable task logs

C Configure logging settings and metadata database

D Use Airflow without any configuration

Audit logging requires configuring Airflow's logging and metadata database settings.

What is a common use of audit logs in Airflow?

A Scheduling new tasks

B Changing task code automatically

C Deleting old logs

D Tracking who triggered workflows

Audit logs help track who triggered workflows and when, aiding accountability.

Explain what audit logging is in Airflow and why it is important.

Think about how keeping a history of actions helps in managing Airflow.

Describe how audit logging is enabled and where logs are stored in Airflow.

Consider Airflow's configuration and database role.