feat: Airflow DAG(에러 발생시 Slack 메세지 전송

01-batch-serving(airflow)/dags/05-python-operator-with-slack-noti.py

@@ -1,47 +1,41 @@
-from airflow.providers.slack.operators.slack_webhook import SlackWebhookOperator
-
-# Slack Webhook 제공 Operator 를 먼저 정의합니다
-# 1. Connection ID (실습에서 Webserver 를 통해 생성한 값)
-SLACK_DAG_CONN_ID = "my_webhook"
-
-
-# 2. Webhook 함수 정의
-def send_message(slack_msg):
-    return SlackWebhookOperator(
-        task_id="slack_webhook",
-        slack_webhook_conn_id=SLACK_DAG_CONN_ID,
-        message=slack_msg,
-        username="Airflow-alert",
-    )
-
-
-# 3. slack alert 함수 정의
-# 메시지에 Slack ID 추가해 tag 가능 (ex. <@U022T50D4F5>)
-def task_fail_slack_alert(context):
-    slack_msg = """
-            :red_circle: Task Failed.
-            *Task*: {task}  
-            *Dag*: `{dag}` 
-            *Execution Time*: {exec_date}
-            """.format(
-        task=context.get("task_instance").task_id,
-        dag=context.get("task_instance").dag_id,
-        exec_date=context.get("execution_date"),
+# slack_notifier에 선언한 webhook 전송 함수를 활용하여 slack 알림을 제공하는 예제
+
+from airflow import DAG
+from airflow.operators.python import PythonOperator
+from datetime import datetime, timedelta
+
+from airflow.exceptions import AirflowFailException
+from utils.slack_notifier import task_fail_slack_alert, task_succ_slack_alert
+
+default_args = {
+    'owner': 'kyle',
+    'depends_on_past': False,
+    'start_date': datetime(2024, 1, 1),
+    'start_date': datetime(2024, 1, 4),
+    'retires': 1,
+    'retry_delay': timedelta(minutes=5),
+}
+
+
+def _handle_job_error() -> None:
+    raise AirflowFailException("Raise Exception.")
+
+
+with DAG(
+    dag_id='python_dag_with_slack_webhook',
+    default_args=default_args,
+    schedule_interval='30 0 * * *',
+    tags=['my_dags'],
+    catchup=False,
+    on_failure_callback=task_fail_slack_alert,
+    # on_success_callback=task_succ_slack_alert  # 성공 알림 필요 시 추가
+) as dag:
+    execution_date = "{{ ds }}"
+
+    send_slack_noti = PythonOperator(
+        task_id='raise_exception_and_send_slack_noti',
+        python_callable=_handle_job_error,
+        op_args=[execution_date]
     )
 
-    alert = send_message(slack_msg)
-
-    return alert.execute(context=context)
-
-
-def task_succ_slack_alert(context):
-    slack_msg = f"""
-            :large_green_circle: Task SUCC.
-            *Task*: {context.get("task_instance").task_id}  
-            *Dag*: {context.get("task_instance").dag_id} 
-            *Execution Time*: {context.get("execution_date")}
-            """
-
-    alert = send_message(slack_msg)
-
-    return alert.execute(context=context)
+    send_slack_noti