Source code for tests.system.openlineage.example_openlineage_short_circuit_dag
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"""
Simple DAG with Short Circuit Operator.
It checks:
- if events that should be emitted are there
- if events for skipped tasks are not emitted
"""
from __future__ import annotations
from datetime import datetime
from airflow import DAG
from airflow.models import Variable
from airflow.providers.standard.operators.python import PythonOperator, ShortCircuitOperator
from system.openlineage.expected_events import get_expected_event_file_path
from system.openlineage.operator import OpenLineageTestOperator
[docs]
def check_events_number_func():
try:
from airflow.sdk.exceptions import AirflowRuntimeError as ExpectedError # AF3
except ImportError:
ExpectedError = KeyError # AF2
for event_type in ("start", "complete"):
try:
events = Variable.get(
key=f"openlineage_short_circuit_dag.should_be_skipped.event.{event_type}",
deserialize_json=True,
)
except ExpectedError:
pass
else:
raise ValueError(
f"Expected no {event_type.upper()} events for task `should_be_skipped`, got {events}"
)
[docs]
DAG_ID = "openlineage_short_circuit_dag"
with DAG(
dag_id=DAG_ID,
start_date=datetime(2021, 1, 1),
schedule=None,
catchup=False,
default_args={"retries": 0},
) as dag:
[docs]
do_nothing_task = PythonOperator(task_id="do_nothing_task", python_callable=do_nothing)
skip_tasks = ShortCircuitOperator(
task_id="skip_tasks", python_callable=lambda: False, ignore_downstream_trigger_rules=False
)
should_be_skipped = PythonOperator(task_id="should_be_skipped", python_callable=do_nothing)
check_events_number = PythonOperator(
task_id="check_events_number", python_callable=check_events_number_func, trigger_rule="none_failed"
)
check_events = OpenLineageTestOperator(
task_id="check_events", file_path=get_expected_event_file_path(DAG_ID)
)
do_nothing_task >> skip_tasks >> should_be_skipped >> check_events_number >> check_events
from tests_common.test_utils.system_tests import get_test_run # noqa: E402
# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest)
[docs]
test_run = get_test_run(dag)