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feat: add public emit_dataset_lineage and emit_query_lineage API for OpenLineage provider #65788
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mobuchowski
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kacpermuda:claude/loving-northcutt-a4bf8a
Apr 30, 2026
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39 changes: 39 additions & 0 deletions
39
providers/openlineage/src/airflow/providers/openlineage/api/__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. | ||
| """ | ||
| Public API module - stable interface. | ||
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| This module is part of the **public interface** of the `airflow.providers.openlineage` provider. | ||
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| Functions, classes, and objects defined here are **intended for external use**, especially for dag authors | ||
| and other providers that want to emit custom OpenLineage events tied to the currently running Airflow task. | ||
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| External code should depend **only on modules within** `airflow.providers.openlineage.api.*`. | ||
| """ | ||
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| from __future__ import annotations | ||
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| from airflow.providers.openlineage.api.core import emit, is_openlineage_active | ||
| from airflow.providers.openlineage.api.datasets import emit_dataset_lineage | ||
| from airflow.providers.openlineage.api.sql import emit_query_lineage | ||
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| __all__ = [ | ||
| "emit", | ||
| "emit_dataset_lineage", | ||
| "emit_query_lineage", | ||
| "is_openlineage_active", | ||
| ] |
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57
providers/openlineage/src/airflow/providers/openlineage/api/core.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. | ||
| """Core OpenLineage primitives: runtime-state probe and raw-event emission.""" | ||
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| from __future__ import annotations | ||
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| import logging | ||
| from typing import TYPE_CHECKING | ||
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| from airflow.providers.openlineage import conf | ||
| from airflow.providers.openlineage.plugins.listener import get_openlineage_listener | ||
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| if TYPE_CHECKING: | ||
| from openlineage.client.event_v2 import RunEvent | ||
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| log = logging.getLogger(__name__) | ||
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| __all__ = ["emit", "is_openlineage_active"] | ||
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| def is_openlineage_active() -> bool: | ||
| """ | ||
| Return ``True`` when OpenLineage is enabled and its listener is available. | ||
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| Useful to short-circuit work that only makes sense when OpenLineage is going to | ||
| actually emit events (for example, fetching extra metadata from a warehouse solely | ||
| to attach it to lineage facets). | ||
| """ | ||
| if conf.is_disabled(): | ||
| log.debug("OpenLineage is disabled.") | ||
| return False | ||
| if get_openlineage_listener() is None: | ||
| log.debug("OpenLineage listener is not available.") | ||
| return False | ||
| return True | ||
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| def emit(event: RunEvent) -> None: | ||
| """Emit a pre-built OpenLineage event through the provider's listener.""" | ||
| if not is_openlineage_active(): | ||
| log.info("OpenLineage is not active - emit will have no effect.") | ||
| return | ||
| get_openlineage_listener().adapter.emit(event) |
173 changes: 173 additions & 0 deletions
173
providers/openlineage/src/airflow/providers/openlineage/api/datasets.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. | ||
| """Public helpers for emitting OpenLineage events carrying dataset lineage.""" | ||
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| from __future__ import annotations | ||
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| import logging | ||
| from datetime import datetime, timezone | ||
| from typing import TYPE_CHECKING | ||
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| from openlineage.client.event_v2 import Dataset, Job, Run, RunEvent, RunState | ||
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| from airflow.providers.openlineage.api.core import emit, is_openlineage_active | ||
| from airflow.providers.openlineage.plugins.adapter import _PRODUCER, OpenLineageAdapter | ||
| from airflow.providers.openlineage.plugins.macros import ( | ||
| _get_dag_run_clear_number, | ||
| _get_dag_run_conf, | ||
| _get_logical_date, | ||
| lineage_job_name, | ||
| lineage_job_namespace, | ||
| lineage_run_id, | ||
| ) | ||
| from airflow.providers.openlineage.utils.utils import ( | ||
| build_task_event_job_facets, | ||
| build_task_event_run_facets, | ||
| get_dag_run_dag_and_task_from_ti, | ||
| get_task_instance_from_context, | ||
| ) | ||
| from airflow.utils.state import TaskInstanceState | ||
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| if TYPE_CHECKING: | ||
| from openlineage.client.event_v2 import InputDataset, OutputDataset | ||
| from openlineage.client.facet_v2 import JobFacet, RunFacet | ||
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| from airflow.models.taskinstance import TaskInstance | ||
| from airflow.sdk.execution_time.task_runner import RuntimeTaskInstance | ||
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| log = logging.getLogger(__name__) | ||
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| __all__ = ["emit_dataset_lineage"] | ||
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| def emit_dataset_lineage( | ||
| *, | ||
| inputs: list[InputDataset] | None = None, | ||
| outputs: list[OutputDataset] | None = None, | ||
| task_instance: RuntimeTaskInstance | TaskInstance | None = None, | ||
| additional_run_facets: dict[str, RunFacet] | None = None, | ||
| additional_job_facets: dict[str, JobFacet] | None = None, | ||
| raise_on_error: bool = False, | ||
| ) -> None: | ||
| """ | ||
| Emit an OpenLineage RUNNING event attributing datasets to the current task run. | ||
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| This helper lets DAG authors supplement automatic extractor-based lineage with their own datasets. | ||
| It constructs and emits a RUNNING ``RunEvent`` whose run/job identifiers match the currently | ||
| executing Airflow task, attaches the same facets the provider adds to a task's START/COMPLETE events. | ||
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| At least one of ``inputs`` or ``outputs`` must be non-empty. | ||
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| Helpful References: | ||
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| - Dataset naming convention: https://openlineage.io/docs/spec/naming | ||
| - Dataset naming helpers: https://openlineage.io/docs/client/python/best-practices#dataset-naming-helpers | ||
| - Available facets: https://openlineage.io/docs/spec/facets | ||
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| :param inputs: Input datasets consumed by the task. | ||
| :param outputs: Output datasets produced by the task. | ||
| :param task_instance: The Airflow task instance to attribute lineage to. Defaults to the currently | ||
| executing task instance obtained from the execution context. | ||
| :param additional_run_facets: Extra run facets to attach. | ||
| :param additional_job_facets: Extra job facets to attach. | ||
| :param raise_on_error: When ``False`` (default), any exception raised while building or emitting | ||
| the event is logged at WARNING level and the function returns silently — so a broken lineage | ||
| helper never breaks a user's task. Set to ``True`` to opt into normal exception propagation. | ||
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| :raises ValueError: When ``raise_on_error=True``, if both ``inputs`` and ``outputs`` are empty or | ||
| ``None``. | ||
| :raises TypeError: When ``raise_on_error=True``, if any item in ``inputs`` or ``outputs`` is not | ||
| an OpenLineage ``Dataset``. | ||
| :raises RuntimeError: When ``raise_on_error=True``, if ``task_instance`` is not provided and | ||
| cannot be resolved from the current execution context. | ||
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| Example: | ||
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| .. code-block:: python | ||
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| from openlineage.client.event_v2 import Dataset | ||
| from airflow.providers.openlineage.api import emit_dataset_lineage | ||
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| @task | ||
| def my_task(): | ||
| emit_dataset_lineage( | ||
| inputs=[Dataset(namespace="s3://bucket", name="raw/2024/01/01/data.csv")], | ||
| outputs=[Dataset(namespace="snowflake://account", name="analytics.public.users")], | ||
| ) | ||
| """ | ||
| if not is_openlineage_active(): | ||
| log.info("OpenLineage is not active - emit_dataset_lineage will have no effect.") | ||
| return | ||
|
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| try: | ||
| if not inputs and not outputs: | ||
| raise ValueError("At least one of `inputs` or `outputs` must be provided.") | ||
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| inputs = inputs or [] | ||
| outputs = outputs or [] | ||
| if not all(isinstance(d, Dataset) for d in (*inputs, *outputs)): | ||
| raise TypeError("`inputs` and `outputs` must contain only OpenLineage Dataset objects.") | ||
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| if task_instance is None: | ||
| log.debug("TaskInstance not provided, retrieving it from context.") | ||
| task_instance = get_task_instance_from_context() | ||
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| dag_run, dag, task = get_dag_run_dag_and_task_from_ti(task_instance) | ||
| task_uuid = lineage_run_id(task_instance) | ||
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| run_facets = build_task_event_run_facets( | ||
| task_instance=task_instance, | ||
| dag_run=dag_run, | ||
| dag=dag, | ||
| task=task, | ||
| task_uuid=task_uuid, | ||
| ti_state=TaskInstanceState.RUNNING, | ||
| parent_run_id=OpenLineageAdapter.build_dag_run_id( | ||
| dag_id=dag.dag_id, | ||
| logical_date=_get_logical_date(task_instance), | ||
| clear_number=_get_dag_run_clear_number(task_instance), | ||
| ), | ||
| parent_job_name=dag.dag_id, | ||
| dr_conf=_get_dag_run_conf(task_instance), | ||
| additional_run_facets=additional_run_facets, | ||
| ) | ||
| job_facets = build_task_event_job_facets( | ||
| task=task, dag=dag, additional_job_facets=additional_job_facets | ||
| ) | ||
|
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| event = RunEvent( | ||
| eventType=RunState.RUNNING, | ||
| eventTime=datetime.now(tz=timezone.utc).isoformat(), | ||
| run=Run(runId=task_uuid, facets=run_facets), | ||
| job=Job( | ||
| namespace=lineage_job_namespace(), | ||
| name=lineage_job_name(task_instance), | ||
| facets=job_facets, | ||
| ), | ||
| inputs=inputs, | ||
| outputs=outputs, | ||
| producer=_PRODUCER, | ||
| ) | ||
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| log.info("emit_dataset_lineage will emit a RUNNING OpenLineage event.") | ||
| emit(event) | ||
| except Exception as err: | ||
| if raise_on_error: | ||
| raise | ||
| log.warning("emit_dataset_lineage raised an error `%s`", err) | ||
| log.debug("Exception details:", exc_info=True) | ||
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