Fix Dataset URI by using openlineage-integration-common as lib#485
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Codecov ReportPatch coverage:
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## main #485 +/- ##
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- Coverage 91.51% 91.48% -0.04%
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Files 50 49 -1
Lines 1874 1914 +40
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+ Hits 1715 1751 +36
- Misses 159 163 +4
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tatiana
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Aug 30, 2023
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Thanks a lot for the review and feedback, @harels @mobuchowski and @JDarDagran ! I've addressed most of the feedback. As @harels mentioned, one point that is missing is to have a better automated testing strategy to make sure Cosmos is emitting the open lineage events correctly. I've logged a follow up ticket for us to improve this: #509 509 |
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As observed in: #482 The following exception was raised: build of https://github.com/pre-commit/mirrors-mypy:types-PyYAML,types-attrs,attrs,types-requests,types-python-dateutil,apache-airflow@v1.5.1 for python@python3 exceeds tier max size 250MiB: 262.2MiB So we disabled MyPy checks as part of #485
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As observed in: #482 The following exception was raised: build of https://github.com/pre-commit/mirrors-mypy:types-PyYAML,types-attrs,attrs,types-requests,types-python-dateutil,apache-airflow@v1.5.1 for python@python3 exceeds tier max size 250MiB: 262.2MiB So we disabled MyPy checks as part of #485
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As observed in: #482 The following exception was raised: build of https://github.com/pre-commit/mirrors-mypy:types-PyYAML,types-attrs,attrs,types-requests,types-python-dateutil,apache-airflow@v1.5.1 for python@python3 exceeds tier max size 250MiB: 262.2MiB So we disabled MyPy checks as part of #485
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**Features** * Support dbt global flags (via dbt_cmd_global_flags in operator_args) by @tatiana in #469 * Support parsing DAGs when there are no connections by @jlaneve in #489 **Enhancements** * Hide sensitive field when using BigQuery keyfile_dict profile mapping by @jbandoro in #471 * Consistent Airflow Dataset URIs, inlets and outlets with `Openlineage package <https://pypi.org/project/openlineage-integration-common/>`_ by @tatiana in #485. `Read more <https://astronomer.github.io/astronomer-cosmos/configuration/lineage.html>`_. * Refactor ``LoadMethod.DBT_LS`` to run from a temporary directory with symbolic links by @tatiana in #488 * Run ``dbt deps`` when using ``LoadMethod.DBT_LS`` by @DanMawdsleyBA in #481 * Update Cosmos log color to purple by @harels in #494 * Change operators to log ``dbt`` commands output as opposed to recording to XCom by @tatiana in #513 **Bug fixes** * Fix bug on select node add exclude selector subset ids logic by @jensenity in #463 * Refactor dbt ls to run from a temporary directory, to avoid Read-only file system errors during DAG parsing, by @tatiana in #414 * Fix profile_config arg in DbtKubernetesBaseOperator by @david-mag in #505 * Fix SnowflakePrivateKeyPemProfileMapping private_key reference by @nacpacheco in #501 * Fix incorrect temporary directory creation in VirtualenvOperator init by @tatiana in #500 * Fix log propagation issue by @tatiana in #498 * Fix PostgresUserPasswordProfileMapping to retrieve port from connection by @jlneve in #511 **Others** * Docs: Fix RenderConfig load argument by @jbandoro in #466 * Enable CI integration tests from external forks by @tatiana in #458 * Improve CI tests runtime by @tatiana in #457 * Change CI to run coverage after tests pass by @tatiana in #461 * Fix forks code revision in code coverage by @tatiana in #472 * [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #467 * Drop support to Python 3.7 in the CI test matrix by @harels in #490 * Add Airflow 2.7 to the CI test matrix by @tatiana in #487 * Add MyPy type checks to CI since we exceeded pre-commit disk quota usage by @tatiana in #510
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Use
openlineage-dbtto create outlets Dataset URIs from within Cosmos.Closes: #305
Closes: #497
Closes: #433 (only emits outlet events from the model - the same behaviour as openlineage-dbt)
Validation
This change was tested by running Marquez locally and triggering the dag
basic_cosmos_dagusing Airflow 2.6.1 and Python 3.10.10.The output generated by this version of Cosmos can be seen in the following screenshots:
Tasks
Emit open lineage eventsSupport Docker/K8s(deverred to issue: Add support for openlineage when running from Kubernetes/Docker #496)Create a PR on openlineage-dbt to remove the dbt dependencyNot needed since the code depends onopenlineage-integration-commonand notopenlineage-dbt(more info)