add MonteCarlo callback example in documentation for importing dbt artifacts#1695
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pankajkoti
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Apr 25, 2025
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This looks like a great addition, thanks for adding this.
Just have one suggestion in-line if you could please take a look.
tatiana
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Apr 28, 2025
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This is super valuable, thank you very much for your ongoing contributions, @corsettigyg !
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Features * Airflow 3 support * Support running ``dbt deps`` incrementally to pre-defined ``dbt_packages`` by @tatiana in #1668 and #1670 * Add ``DuckDB`` profile mapping by @prithvijitguha and @pankajastro in #1553 * Implement DBT exposure selector by ghjklw #1717 Bug Fixes * Fix ``test_indirect_selection`` flag to be propagated in case of ``TestBehavior.BUILD`` by @corsettigyg in #1663 * Fix ``select`` clause in the case of detached tests by @anyapriya in #1680 * Operator argument fixes by @johnhoran in #1648 Airflow 3 Support * Support rendering DbtDag in Airflow 3 by @tatiana and @ashb in #1657 * Refactor Rendered Task Instance Fields (RTIF) handling for Airflow 2.x and 3.x by @pankajkoti in #1661 * Run cosmos operator in Airflow 3 by @pankajastro in #1642 * Fix ``python_virtualenv.prepare_env`` top-level import for Airflow 3 by @pankajkoti in #1678 * Fix Variable not found issue in Airflow 3 by @tatiana in #1684 * Disable CosmosPlugin on Airflow 3 setup by @pankajkoti in #1692, #1698 * Use ``schedule`` param in example DAGs instead of the 2.10 deprecated and 3.0 removed ``schedule_interval`` by @pankajkoti in #1701 * Ensure ``virtualenv_dir`` path exists by @pankajkoti in #1724 * Support emitting Assets with Airflow 3 by @tatiana in #1713 * Add docs on Airflow 3 compatibility by @pankajkoti and @tatiana in #1731 * Introduce, test and document asset/dataset breaking change by @tatiana in #1672 * Improve dataset/asset driven scheduling documentation by @tatiana in #1729 Enhancements * Allow multiple callbacks by @corsettigyg #1693 * Refactor kubernetes warning callback handling by @canbekley in #1681 Documentation * Add documentation related to ``copy_dbt_packages`` by @tatiana in #1671 * Make wording and command consistent in the contributing doc by @pankajkoti in #1697 * Add MonteCarlo callback example for importing dbt artifacts by @corsettigyg #1695 * Change async feature to be non-experimental by @tatiana in #1732 Others * Add sample ``dbt_packages`` to validate incremental ``dbt deps`` by @tatiana in #1669 * Add kubernetes execution mode example in Airflow 3 by @pankajastro in #1667 * Check only major version until Airflow 3 stable release by @pankajastro in #1665 * Install Airflow from main branch by @pankajastro in #1660 * Add dev tool for Airflow 3 by @pankajastro and @tatiana in #1627 * Improve Airflow 3 tooling by @pankajastro in #1656 * Skip associating ``openlineage_events_completes`` to ``ti`` in Airflow 3 by @pankajkoti in #1662 * Add .gitignore file for the scripts/airflow3 directory by @pankajkoti in #1658 * Remove ``original_jaffle_shop`` dbt project by @pankajkoti in #1676 * Fix or ignore type check error by @pankajastro in #1687 * Run virtualenv example with Airflow 3 tooling by @pankajastro in #1686 * Enable running setup/teardown tasks with Async execution DAG with Airflow 3 tooling by @pankajastro in #1696 * Enable integration tests for the DuckDB adapter by @pankajastro in #1699 * Add Airflow 3 tests matrix entries in CI by @pankajkoti in #1646 * Use a different way to get tasks count for asserting test_perf_dag by @pankajkoti in #1714 * Reinstall Airflow 3 dependency on ``pydantic>=2.11`` for dbt adapter versions 1.6 & 1.9 by @pankajkoti in #1715 * Fix outdated ``echo`` in Airflow 3 tooling script #1700 * Add files not needed for git tracking to .gitignore by @pankajkoti in #1723 * Use latest minor versions for dbt adapters to get in compatibility fixes by @pankajkoti in #1719 * Fix Airflow 3 tests raising generate_run_id() takes 0 positional arguments by @tatiana in #1725 * Fix dataset tests failing in Airflow 3 by @tatiana in #1716 * Enable example DAGs to run in CI that were disabled in PR #1646 by @pankajkoti in #1726 * Pre-commit updates: #1666, #1653, #1641, #1682, #1720 Co-authored-by: Pankaj Koti <pankajkoti699@gmail.com> Co-authored-by: Pankaj Singh <98807258+pankajastro@users.noreply.github.com> --------- Co-authored-by: Pankaj Koti <pankajkoti699@gmail.com>
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[Giovanni Corsetti Silva](https://www.linkedin.com/in/giovanni-corsetti/) (@corsettigyg @CorsettiS @giovannicorsetti) is a Core Data Platform Data Engineer at [Get Your Guide](https://www.getyourguide.com/). He's a Brazilian based in Berlin (Germany) and has been an early adopter of Cosmos, using it regularly throughout his career. Not only has he been using Cosmos since the early stages, but he has consistently improved Cosmos since April 2023: <img width="494" height="249" alt="Screenshot 2025-09-17 at 16 39 49" src="https://github.com/user-attachments/assets/ff9b0055-7df6-47a4-8efa-83a30d5aee99" /> ] m. , <img width="492" height="252" alt="Screenshot 2025-09-17 at 16 40 11" src="https://github.com/user-attachments/assets/8402d883-eff4-46aa-9ae7-afe35bd39a6e" /> <img width="499" height="256" alt="Screenshot 2025-09-17 at 16 39 23" src="https://github.com/user-attachments/assets/c6b84245-aae1-46e6-99e3-552553619dd9" /> His contributions include new features, enhancements, bug fixes and also improvements on the local dev setup, as it can see in some of the many contributions he's done to the project so far: * #1787 * #1761 * #1695 * #1693 * #1663 * #1571 * #1449 * #1099 * #1091 * #419 * #402 * #355 * #354 * #225 Additionally, he has been interacting with users in the #airflow-dbt Slack channel in a very collaborative and supportive way. We want to promote him as a Cosmos committer and maintainer for all these, recognising his constant efforts and achievements towards our community. Thank you very much, @corsettigyg! From this moment, you have write permissions on the repo: <img width="884" height="93" alt="Screenshot 2025-09-18 at 14 34 07" src="https://github.com/user-attachments/assets/abcc8c42-87cf-4b32-a7be-81127190d164" />
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Description
Added an extra example on how to import dbt artifacts using montecarlo integration with dbt-core as a callback. The implementation is quite challenging considering the lack of documentation provided by montecarlo itself for the python SDK and after struggling to implement something functional, I believe it is worth having it in the cosmos documentation since the line above the code-block mentions montecarlo, suggesting that many users would be interested in that.
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