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add basic system tests for OpenLineage
Signed-off-by: Maciej Obuchowski <obuchowski.maciej@gmail.com>
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16 changes: 16 additions & 0 deletions
16
providers/src/airflow/providers/openlineage/transport/__init__.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. |
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48
providers/src/airflow/providers/openlineage/transport/variable.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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from typing import TYPE_CHECKING | ||
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from openlineage.client.serde import Serde | ||
from openlineage.client.transport import Transport | ||
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from airflow.models.variable import Variable | ||
from airflow.utils.log.logging_mixin import LoggingMixin | ||
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if TYPE_CHECKING: | ||
from openlineage.client.client import Event | ||
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class VariableTransport(Transport, LoggingMixin): | ||
""" | ||
This transport sends OpenLineage events to Variables. | ||
Key schema is <DAG_ID>.<TASK_ID>.event.<EVENT_TYPE>. | ||
It's made to be used in system tests, stored data read by OpenLineageTestOperator. | ||
""" | ||
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def __init__(self, *args, **kwargs) -> None: | ||
super().__init__(*args, **kwargs) | ||
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def emit(self, event: Event) -> None: | ||
key = f"{event.job.name}.event.{event.eventType.value.lower()}" # type: ignore[union-attr] | ||
event_str = Serde.to_json(event) | ||
if (var := Variable.get(key=key, default_var=None, deserialize_json=True)) is not None: | ||
Variable.set(key=key, value=var + [event_str], serialize_json=True) | ||
else: | ||
Variable.set(key=key, value=[event_str], serialize_json=True) |
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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 | ||
from airflow.providers.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() |
38 changes: 38 additions & 0 deletions
38
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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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="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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75
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" | ||
} | ||
} | ||
} | ||
} | ||
] |
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