Audit logging in Apache Airflow - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to enable audit logging in Airflow's configuration file.

Apache Airflow

[logging]
audit_log_enabled = [1]

Drag options to blanks, or click blank then click option'

AFalse

BTrue

CNone

DAuto

Attempts:

3 left

💡 Hint

Common Mistakes

Setting audit_log_enabled to False disables audit logging.

Setting audit_log_enabled to True turns on audit logging in Airflow.

2fill in blank

medium

Complete the code to specify the audit log file path in Airflow's configuration.

Apache Airflow

[logging]
audit_log_file = [1]

Drag options to blanks, or click blank then click option'

A/var/log/airflow/audit.log

B/home/user/airflow/dags

C/etc/airflow/airflow.cfg

D/tmp/airflow.log

Attempts:

3 left

💡 Hint

Common Mistakes

Using the DAGs folder or config file path as log file path.

The audit log file should be a dedicated log file like /var/log/airflow/audit.log to store audit events.

3fill in blank

hard

Fix the error in the Airflow audit logging configuration line.

Apache Airflow

[logging]
audit_log_level = [1]

Drag options to blanks, or click blank then click option'

AINFO

BERRORS

CDEBUG

DWARN

Attempts:

3 left

💡 Hint

Common Mistakes

Using non-standard log levels like ERRORS or WARN.

The correct log level for audit logging is INFO. ERRORS is not a valid log level.

4fill in blank

hard

Fill both blanks to configure audit logging format and enable it.

Apache Airflow

[logging]
audit_log_format = "[1]"
audit_log_enabled = [2]

Drag options to blanks, or click blank then click option'

A%(asctime)s - %(user)s - %(action)s

BFalse

CTrue

D%(levelname)s - %(message)s

Attempts:

3 left

💡 Hint

Common Mistakes

Using generic log formats or disabling audit logging.

The audit log format should include timestamp, user, and action. Audit logging must be enabled with True.

5fill in blank

hard

Fill all three blanks to create a Python snippet that logs an audit event in Airflow.

Apache Airflow

from airflow.utils.log.logging_mixin import LoggingMixin
logger = LoggingMixin().log

def log_audit_event(user, action):
    logger.[1](f"User: [2], Action: [3]")

Drag options to blanks, or click blank then click option'

Ainfo

Buser

Caction

Ddebug

Attempts:

3 left

💡 Hint

Common Mistakes

Using debug level instead of info.

Not using the correct variable names.

Use info method to log audit events at info level. The variables user and action hold the event details.