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add basic system tests for OpenLineage (apache#43643)
Signed-off-by: Maciej Obuchowski <[email protected]>
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. |
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
from __future__ import annotations | ||
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import pytest | ||
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from airflow.listeners.listener import get_listener_manager | ||
from airflow.providers.openlineage.plugins.listener import OpenLineageListener | ||
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from providers.tests.system.openlineage.transport.variable import VariableTransport | ||
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@pytest.fixture(autouse=True) | ||
def set_transport_variable(): | ||
lm = get_listener_manager() | ||
lm.clear() | ||
listener = OpenLineageListener() | ||
listener.adapter._client = listener.adapter.get_or_create_openlineage_client() | ||
listener.adapter._client.transport = VariableTransport() | ||
lm.add_listener(listener) | ||
yield | ||
lm.clear() |
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providers/tests/system/openlineage/example_openlineage.json
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[ | ||
{ | ||
"eventType": "START", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_basic_dag.do_nothing_task", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
}, | ||
{ | ||
"eventType": "COMPLETE", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_basic_dag.do_nothing_task", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
} | ||
] |
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
from __future__ import annotations | ||
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import os | ||
from datetime import datetime | ||
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from airflow import DAG | ||
from airflow.providers.standard.operators.python import PythonOperator | ||
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from providers.tests.system.openlineage.operator import OpenLineageTestOperator | ||
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def do_nothing(): | ||
pass | ||
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default_args = {"start_date": datetime(2021, 1, 1), "retries": 1} | ||
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# Instantiate the DAG | ||
with DAG( | ||
"openlineage_basic_dag", | ||
default_args=default_args, | ||
start_date=datetime(2021, 1, 1), | ||
schedule=None, | ||
catchup=False, | ||
) as dag: | ||
nothing_task = PythonOperator(task_id="do_nothing_task", python_callable=do_nothing) | ||
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check_events = OpenLineageTestOperator( | ||
task_id="check_events", | ||
file_path=f"{os.getenv('AIRFLOW_HOME')}/dags/providers/tests/system/openlineage/example_openlineage.json", | ||
) | ||
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nothing_task >> check_events | ||
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from tests_common.test_utils.system_tests import get_test_run # noqa: E402 | ||
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# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest) | ||
test_run = get_test_run(dag) |
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providers/tests/system/openlineage/example_openlineage_mapped_sensor.json
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[ | ||
{ | ||
"eventType": "START", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_sensor_mapped_tasks_dag.wait_for_10_seconds", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
}, | ||
{ | ||
"eventType": "COMPLETE", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_sensor_mapped_tasks_dag.wait_for_10_seconds", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
}, | ||
{ | ||
"eventType": "START", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_sensor_mapped_tasks_dag.wait_for_10_seconds", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
}, | ||
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{ | ||
"eventType": "COMPLETE", | ||
"eventTime": "{{ is_datetime(result) }}", | ||
"run": { | ||
"runId": "{{ is_uuid(result) }}" | ||
}, | ||
"job": { | ||
"namespace": "default", | ||
"name": "openlineage_sensor_mapped_tasks_dag.wait_for_10_seconds", | ||
"facets": { | ||
"jobType": { | ||
"integration": "AIRFLOW", | ||
"jobType": "TASK", | ||
"processingType": "BATCH" | ||
} | ||
} | ||
} | ||
} | ||
] |
81 changes: 81 additions & 0 deletions
81
providers/tests/system/openlineage/example_openlineage_mapped_sensor.py
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
from __future__ import annotations | ||
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import os | ||
from datetime import datetime, timedelta | ||
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from airflow import DAG | ||
from airflow.models import Variable | ||
from airflow.providers.standard.operators.python import PythonOperator | ||
from airflow.providers.standard.sensors.time_delta import TimeDeltaSensor | ||
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from providers.tests.system.openlineage.operator import OpenLineageTestOperator | ||
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def my_task(task_number): | ||
print(os.getcwd()) | ||
print(f"Executing task number: {task_number}") | ||
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def check_start_amount_func(): | ||
start_sensor_key = "openlineage_sensor_mapped_tasks_dag.wait_for_10_seconds.event.start" # type: ignore[union-attr] | ||
events = Variable.get(start_sensor_key, deserialize_json=True) | ||
if len(events) < 2: | ||
raise ValueError(f"Expected at least 2 events, got {len(events)}") | ||
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with DAG( | ||
dag_id="openlineage_sensor_mapped_tasks_dag", | ||
start_date=datetime(2021, 1, 1), | ||
schedule=None, | ||
catchup=False, | ||
) as dag: | ||
wait_for_10_seconds = TimeDeltaSensor( | ||
task_id="wait_for_10_seconds", | ||
mode="reschedule", | ||
poke_interval=5, | ||
delta=timedelta(seconds=10), | ||
) | ||
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mapped_tasks = [ | ||
PythonOperator( | ||
task_id=f"mapped_task_{i}", | ||
python_callable=my_task, | ||
op_args=[i], | ||
) | ||
for i in range(2) | ||
] | ||
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check_start_amount = PythonOperator( | ||
task_id="check_order", | ||
python_callable=check_start_amount_func, | ||
) | ||
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check_events = OpenLineageTestOperator( | ||
task_id="check_events", | ||
file_path=f"{os.getenv('AIRFLOW_HOME')}/dags/providers/tests/system/openlineage/example_openlineage_mapped_sensor.json", | ||
allow_duplicate_events=True, | ||
) | ||
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wait_for_10_seconds >> mapped_tasks >> check_start_amount >> check_events | ||
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from tests_common.test_utils.system_tests import get_test_run # noqa: E402 | ||
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# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest) | ||
test_run = get_test_run(dag) |
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