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Breaking changes * When using ``LoadMode.DBT_LS``, Cosmos will now attempt to use the ``dbtRunner`` as opposed to subprocess to run ``dbt ls``. While this represents significant performance improvements (half the vCPU usage and some memory consumption improvement), this may not work in scenarios where users had multiple Python virtual environments to manage different versions of dbt and its adaptors. In those cases, please, set ``RenderConfig(invocation_mode=InvocationMode.SUBPROCESS)`` to have the same behaviour Cosmos had in previous versions. Additional information `here <https://astronomer.github.io/astronomer-cosmos/configuration/parsing-methods.html#dbt-ls>`_ and `here <https://astronomer.github.io/astronomer-cosmos/configuration/render-config.html#how-to-run-dbt-ls-invocation-mode>`_. Features * Use ``dbtRunner`` in the DAG Processor when using ``LoadMode.DBT_LS`` if ``dbt-core`` is available by @tatiana in #1484. Additional information `here <https://astronomer.github.io/astronomer-cosmos/configuration/parsing-methods.html#dbt-ls>`_. * Allow users to opt-out of ``dbtRunner`` during DAG parsing with ``InvocationMode.SUBPROCESS`` by @tatiana in #1495. Check out the `documentation <https://astronomer.github.io/astronomer-cosmos/configuration/render-config.html#how-to-run-dbt-ls-invocation-mode>`_. * Add structure to support multiple db for async operator execution by @pankajastro in #1483 * Support overriding the ``profile_config`` per dbt node or folder using config by @tatiana in #1492. More information `here <https://astronomer.github.io/astronomer-cosmos/profiles/#profile-customise-per-node>`_. * Create and run accurate SQL statements when using ``ExecutionMode.AIRFLOW_ASYNC`` by @pankajkoti, @tatiana and @pankajastro in #1474 * Add AWS ECS task run execution mode by @CarlosGitto and @aoelvp94 in #1507 * Add support for running ``DbtSourceOperator`` individually by @victormacaubas in #1510 * Add setup task for async executions by @pankajastro in #1518 * Add teardown task for async executions by @pankajastro in #1529 * Add ``ProjectConfig.install_dbt_deps`` & change operator ``install_deps=True`` as default by @tatiana in #1521 * Extend Virtualenv operator and mock dbt adapters for setup & teardown tasks in ``ExecutionMode.AIRFLOW_ASYNC`` by @pankajkoti, @tatiana and @pankajastro in #1544 Bug Fixes * Fix select complex intersection of three tag-based graph selectors by @tatiana in #1466 * Fix custom selector behaviour when the model name contains periods by @yakovlevvs and @60098727 in #1499 * Filter dbt and non-dbt kwargs correctly for async operator by @pankajastro in #1526 Enhancement * Fix OpenLineage deprecation warning by @CorsettiS in #1449 * Move ``DbtRunner`` related functions into ``dbt/runner.py`` module by @tatiana in #1480 * Add ``on_warning_callback`` to ``DbtSourceKubernetesOperator`` and refactor previous operators by @LuigiCerone in #1501 * Gracefully error when users set incompatible ``RenderConfig.dbt_deps`` and ``operator_args`` ``install_deps`` by @tatiana in #1505 * Store compiled SQL as template field for ``ExecutionMode.AIRFLOW_ASYNC`` by @pankajkoti in #1534 Docs * Improve ``RenderConfig`` arguments documentation by @tatiana in #1514 * Improve callback documentation by @tatiana in #1516 * Improve partial parsing docs by @tatiana in #1520 * Fix typo in selecting & excluding docs by @pankajastro in #1523 * Document ``async_py_requirements`` added in ``ExecutionConfig`` for ``ExecutionMode.AIRFLOW_ASYNC`` by @pankajkoti in #1545 Others * Ignore dbt package tests when running Cosmos tests by @tatiana in #1502 * Refactor to consolidate async dbt adapter code by @pankajkoti in #1509 * Log elapsed time for sql file(s) upload/download by @pankajastro in #1536 * Remove the fallback operator for async task by @pankajastro in #1538 * GitHub Actions Dependabot: #1487 * Pre-commit updates: #1473, #1493, #1503, #1531
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